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CN106795481B - Biomarkers for Obesity-Related Diseases - Google Patents

Biomarkers for Obesity-Related Diseases Download PDF

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CN106795481B
CN106795481B CN201480082401.4A CN201480082401A CN106795481B CN 106795481 B CN106795481 B CN 106795481B CN 201480082401 A CN201480082401 A CN 201480082401A CN 106795481 B CN106795481 B CN 106795481B
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冯强
张东亚
唐龙清
王俊
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Abstract

Biomarkers and methods for predicting the risk of a microorganism-associated disease, particularly obesity or related diseases, are provided.

Description

Biomarkers for obesity related diseases
Cross Reference to Related Applications
Is free of
Technical Field
The present invention relates to biomarkers and methods for predicting the risk of a disease associated with a microorganism, in particular obesity or related diseases.
Background
Obesity is common in developed countries and increases significantly worldwide (de Carvalho Pereira et al, 2013). It has been reported that adults have increased 27.5% and children have increased 47.1% of the prevalence of total overweight and obesity worldwide between 1980 and 2013. Overweight people increased from 8.57 billion in 1980 to 21 billion in 2013, with 6.71 billion population affected by obesity. Among these, over 50% of obese patients live in ten countries, and the united states has the largest number of obese people, followed by china (Ng et al, 2014).
There is increasing evidence that patients diagnosed as overweight by physicians are more likely to lose weight than patients not diagnosed as overweight. However, the low diagnosis rate of physicians is associated with recommendations for health risk factors for obesity-related behavior (Bleich et al, 2011).
In children, the diagnosis of obesity is based on the entry point of the age-and sex-specific Body Mass Index (BMI). This is in contrast to adults, where the diagnosis of obesity is made based on BMI regardless of age or gender. Unlike adults, the diagnostic criteria for obesity are simpler for adults, a few obese children are diagnosed accurately with more complex diagnostic criteria and the terminology for childhood obesity is changed (Walsh et al, 2013). Furthermore, limitations in the identity of BMI among different populations should be considered (Nevill et al, 2006). Thus, Waist Circumference (WC) can be considered a reliable and useful tool for epidemiological studies evaluating abdominal wall adiposity, but such measurements appear to be more difficult to perform (Miguel-Etayo et al, 2014). Furthermore, regional studies on childhood obesity diagnosis using the international classification of disease (ninth revision (ICD-9)), national outpatient medical care survey (NAMCS), and national inpatient medical care survey (NHAMCS) showed relatively low sensitivity of clinical diagnosis (Walsh et al, 2013).
Recent observations indicate that human gut microbiota can play an important role in obesity. Early reports based on amplified 16S rRNA gene sequencing indicated that the ratio of Firmicutes to bacteroides (bacteroides) in stool samples from 12 obese humans was much higher than two lean controls (Ley et al, 2006). Reduced bacterial diversity, relative absence of bacteroides (bacteroides), and enrichment of genes involved in carbohydrate and lipid metabolism have been demonstrated in recent observational studies employing metagenomic sequencing in human obesity (Allin and Pedersen, 2014). These related findings indicate that alterations in gut microbiota are a causative factor in the pathogenesis of obesity. This suggests that perhaps we could use this characteristic of the gut microbiota as a criterion for the diagnosis of obesity.
In summary, there are considerable overlooked opportunities and low sensitivity for the diagnosis of obesity. There is a need to develop more effective (less biased) assessments of overweight and/or obesity.
Disclosure of Invention
Embodiments of the present disclosure seek to address, at least to some extent, at least one of the problems in the prior art.
The present invention is based on the following findings of the present inventors:
the assessment and characterization of gut microbiota has become a major area of research in human diseases including obesity. For analysis of gut microbial composition in obese patients, the present inventors performed a metagenomic association analysis (MGWAS) protocol based on deep shotgun sequencing of gut microbial DNA from 158 individuals (Qin, j. et al, a metagenome-wide association study of gut microbiota in type 2diabetes. nature 490,55-60(2012), incorporated herein by reference). The present inventors identified and validated 396,100 obesity-related gene markers. To exploit the potential capability of obesity classifiers by gut microbiota, the present inventors developed a disease classifier system based on 54 gene markers defined as an optimal gene set by a minimum redundancy-maximum correlation (mRMR) feature selection method. In order to visually assess the risk of obesity diseases based on the 54 intestinal microbial gene markers, the present inventors calculated a health index. The present inventors' data have conducted intensive studies on the characteristics of the gut metagenome associated with obesity risk, providing an example of future studies of the pathophysiological role of gut metagenome in other related diseases and potential applications for the assessment of individuals at risk for such diseases based on gut microbiota.
It is believed that genetic markers of the gut microbiota are valuable for improving the detectability of obesity in the early stages, for the following reasons. First, the markers of the present invention are more specific and more sensitive than conventional markers. Second, stool analysis ensures accuracy, safety, affordability, and patient compliance. And the stool sample is transportable. The present invention therefore relates to a comfortable and non-invasive in vitro method, making it easier for a person to participate in a given screening procedure. Third, the markers of the invention can also be used as therapy monitoring tools for cancer patients to detect their response to therapy.
One aspect of the present disclosure provides a biomarker set for predicting a disease associated with microbiota in a subject, consisting of:
sequence SEQ ID NO: 1 to 54.
According to an embodiment of the present disclosure, the disease is obesity or a related disease.
With these biomarkers, a subject can be analyzed for certain diseases associated with microbiota, e.g., obesity or related diseases can be determined based on certain samples from the subject, e.g., certain stool samples can be used.
In another aspect of the present disclosure, there is provided a kit for determining the above gene marker set, comprising a nucleic acid sequence for PCR amplification and according to the sequence set forth as SEQ ID NO: 1 to 54, or a DNA sequence as described in at least a partial sequence thereof.
Another aspect of the present disclosure provides a kit for determining the above-mentioned gene marker set, comprising one or more sequences according to SEQ ID NO: 1 to 54, and a probe designed from the gene.
Another aspect of the present disclosure provides the use of the above-described gene marker set for predicting the risk of obesity or related diseases in a subject. According to embodiments of the present disclosure, the risk of obesity or related diseases in a subject may be predicted by:
(1) collecting sample j from the subject;
(2) determining the relative abundance of SEQ ID NO: 1 to 54, relative abundance information; and
(3) calculated from I as followsjIndex of sample j represented:
Figure BDA0001258947910000031
Aijis the relative abundance of marker i in sample j, wherein i refers to each gene marker in the set of gene markers;
n is a first subset of the markers enriched in all patients among the selected biomarkers associated with the abnormal condition,
m is a second subset of the markers in the selected biomarkers associated with the abnormal condition enriched in all controls,
| N | and | M | are the number of biomarkers in the first and second subsets respectively,
wherein
An index greater than a threshold value indicates that the subject has an abnormal condition or is at risk of developing an abnormal condition.
According to some embodiments of the disclosure, | N | is 24 and | M | is 30.
According to some embodiments of the disclosure, the critical value is at least 0.5834.
Another aspect of the present disclosure provides the use of the above-described gene marker set in the manufacture of a kit for predicting the risk of obesity or a related disease in a subject. According to embodiments of the present disclosure, the risk of obesity or related diseases in a subject may be predicted by:
(1) collecting sample j from the subject;
(2) determining the relative abundance of SEQ ID NO: 1 to 54, relative abundance information; and
(3) calculated from I as followsjIndex of sample j represented:
Figure BDA0001258947910000041
Aijis the relative abundance of marker i in sample j, wherein i refers to each gene marker in the set of gene markers;
n is a first subset of the markers enriched in all patients among the selected biomarkers associated with the abnormal condition,
m is a second subset of the markers in the selected biomarkers associated with the abnormal condition enriched in all controls,
| N | and | M | are the number of biomarkers in the first and second subsets respectively,
wherein
An index greater than a threshold value indicates that the subject has an abnormal condition or is at risk of developing an abnormal condition.
According to some embodiments of the disclosure, | N | is 24 and | M | is 30.
According to some embodiments of the disclosure, the critical value is at least 0.5834.
Another aspect of the present disclosure provides a method of diagnosing whether a subject has or is at risk for developing an abnormal condition associated with a microbiota, comprising:
determining the relative abundance of the aforementioned biomarkers in a sample from the subject, an
Determining whether the subject has or is at risk of developing an abnormal condition associated with the microbiota based on the relative abundance.
According to embodiments of the present disclosure, the risk of obesity or related diseases in a subject may be predicted by:
(1) collecting sample j from the subject;
(2) determining the relative abundance of SEQ ID NO: 1 to 54, relative abundance information; and
(3) calculated from I as followsjIndex of sample j represented:
Figure BDA0001258947910000042
Aijis the relative abundance of marker i in sample j, wherein i refers to each gene marker in the set of gene markers;
n is a first subset of the markers enriched in all patients among the selected biomarkers associated with the abnormal condition,
m is a second subset of the markers in the selected biomarkers associated with the abnormal condition enriched in all controls,
| N | and | M | are the number of biomarkers in the first and second subsets respectively,
wherein
An index greater than a threshold value indicates that the subject has an abnormal condition or is at risk of developing an abnormal condition.
According to some embodiments of the disclosure, | N | is 24 and | M | is 30.
According to some embodiments of the disclosure, the critical value is at least 0.5834.
According to an embodiment of the present disclosure, the abnormal condition associated with microbiota is obesity or a related disease.
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These and other aspects and advantages of the present disclosure will become apparent and more readily appreciated from the following description, taken in conjunction with the accompanying drawings, wherein:
FIG. 1 correlation analysis of the obesity P-value distribution determines a disproportionate over-representation of strongly related markers at lower P-values.
FIG. 2ROC is plotted by the probability of disease in the training set (training set), AUC 0.9651.
Fig. 3ROC is plotted from the obesity index in the training set, AUC 0.9784.
The ROC for the test set (42 samples) of fig. 4 is plotted from the obesity index for the test set, AUC 0.8729.
The ROC for the test set (22 samples) of fig. 5 is plotted from the obesity index for the test set, AUC 0.9487.
Detailed Description
Examples of the invention
The terms used herein have the meanings commonly understood by those of ordinary skill in the art to which the present invention pertains. Terms such as "a," "an," and "the" are not intended to refer to only a singular entity, but include the general class of terms that may be used to describe a particular example. The terms used herein are used to describe specific embodiments of the invention, but their usage does not limit the invention, unless otherwise specified in the claims.
The invention is further illustrated in the following non-limiting examples. Unless otherwise indicated, parts and percentages are by weight and degrees are in degrees Celsius. It will be apparent to those of ordinary skill in the art that these examples, while representing preferred embodiments of the invention, are given by way of illustration only and that all reagents are commercially available.
EXAMPLE 1 identification of biomarkers for assessing obesity Risk
1.1 sample Collection
Stool samples from 158 chinese subjects, including 78 obese patients and 80 control subjects (training set), were collected in 2012 by the rekins hospital, the shanghai university of transportation medical school. Obese patients are from 18 to 30 years of age with a BMI above 25. Subjects were asked to collect fresh stool samples at the hospital. The collected samples were placed in sterile tubes and immediately stored at-80 ℃ until further analysis.
Full ethical approval was obtained and all patients were given written informed consent. The study was approved by the ethical review committee of the rekins hospital, Shanghai university of medicine.
1.2DNA extraction
Stool samples were thawed on ice and DNA extraction was performed using Qiagen QIAamp DNA pool Mini kit (Qiagen) according to the manufacturer's instructions. The extract was treated with DNase-free RNase to eliminate RNA contamination. The amount of DNA was determined using a NanoDrop spectrophotometer, a Qubit fluorometer (with Quant-iTTMdsDNA BR assay kit) and gel electrophoresis.
1.3 DNA library construction and sequencing of fecal samples
DNA library construction was performed according to the manufacturer's instructions (Illumina, insert size 350bp, read length 100 bp). The inventors performed cluster generation, template hybridization, isothermal amplification, linearization, blocking and denaturation, and hybridization of sequencing primers using the same workflow as previously described. The inventors constructed a paired-end (PE) library with an insert size of 350bp for each sample, followed by high throughput sequencing to obtain about 3 million PE reads of length 2x100 bp. High quality reads are obtained by filtering low quality reads with indeterminate "N" bases, linker contamination, and human DNA contamination from Illumina raw reads and by simultaneously cleaving the low quality terminal bases of the reads.
The inventors output fecal microbiota sequencing data (high quality clean data) of about 5.9Gb per sample in total from 158 samples (78 cases and 80 controls) on the Illumina HiSeq 2000 platform (table 1).
Table 1 metagenomic data summary. The fourth column reports the results from the Wilcoxon rank sum test.
Figure BDA0001258947910000071
1.4 metagenomic data processing and analysis
1.4.1 read alignment
The present inventors used a newer human intestinal gene catalog established by Li, J.et al, An integrated catalog of reference genes in the human gut genome. Nat.Biotechnol. (2014) (incorporated herein by reference) and aligned high quality reads to the newer human intestinal gene catalog with An alignment standard identity ≧ 90. The average read alignments are shown in table 1. This alignment is close to the sample in Li, j, et al, 2014, supra, indicating that this alignment is sufficient for further studies. After read alignment, the inventors derived a gene profile (9.9Mb gene) from the alignment results using the same method as Li, j. et al, 2014, supra.
Taxonomic assignment of genes. The internally developed protocol (pipeline) described in published papers (Li, j. et al, 2014, supra) was used for taxonomic assignment of predicted genes.
1.4.2 data File construction
Gene profiling. Based on the results of the read alignment, the inventors calculated relative gene abundance using the same method described in the published T2D paper (Qin et al, 2012, supra).
1.4.3 analysis of factors affecting the genetic profile of gut microbiota. Based on the gene profile, the inventors used non-parametric multivariate analysis of variance (PERMANOVA) to assess the impact of 6 clinical parameters, including age, gender, height, weight, BMI, and obesity. The inventors performed the analysis using the method implemented in the "vegan" package in R, and obtained the substituted (permuted) p values by 10,000 substitutions (permutation). The inventors also used the Benjamini-Hochberg method to correct multiple tests with "p.adjust" in R to obtain the q value for each test. PERMANOA identified three important factors (based on gene profiling) associated with gut microbiota (q <0.05, Table 2). Analysis showed that body weight, BMI and obesity status are strongly correlated markers, demonstrating that disease (obesity) status is a major determinant affecting the composition of the gut microbiota.
Table 2 PERMANOVA based on Euclidean distance analysis of gene profiles. Analyses were performed at q-values <0.05 to test whether clinical parameters and obesity status have significant effects on gut microbiota.
Phenotype Df Sqs summary Average Sqs F. Model (model) R2 Pr(>F)
Age (age) 1 0.317034738 0.317034738 1.004112579 0.006395454 0.4094
Sex 1 0.377329497 0.377329497 1.196542903 0.007611763 0.1727
Height of a person 1 0.331409667 0.331409667 1.049947284 0.006685435 0.3291
Body weight 1 0.969536515 0.969536515 3.111941857 0.019558192 1.00E-04
BMI
1 0.954186893 0.954186893 3.0617069 0.019248548 1.00E-04
Obesity
1 0.972185352 0.972185352 3.120613959 0.019611626 2.00E-04
1.4.4 determination of obesity-related markers
Determination of obesity-related genes. To determine the association between metagenomic profile and obesity, a two-tailed Wilcoxon rank-sum test was employed in the 9,879,897 high frequency gene (removing genes present in less than 10 samples in all 158 samples) profile. 396,100 gene markers enriched in both cases and controls were obtained with p values <0.01 and FDR 3.8% (FIG. 1).
False discovery rate estimation (FDR). The inventors applied the "q-value" method proposed in the previous study to estimate FDR (storage, JDA direct approach to false discovery rates. journal of the Royal Statistical Society 64,479-498(2002), incorporated herein by reference), rather than the sequential p-value elimination method.
Receiver Operating Characteristic (ROC) analysis. The inventors applied ROC analysis to evaluate the performance of the metagenomic marker-based obesity classification. The inventors then used the "pROC" package in R to plot ROC curves.
1.4.5 construction of MLG and identification of MLG species markers associated with obesity
237 MLG species based on the gene profile of markers associated with 396,100 obesity. The present inventors constructed Metagenomic Linkage Groups (MLGs) using 396,100 gene markers using the same method described in the published T2D paper (Qin et al, 2012, supra). All 396,100 genes were annotated by aligning them to 4,653 reference genomes in IMG v 400. MLG is assigned to the genome if more than 50% of the constituent genes are annotated to the genome, otherwise it is referred to as unclassified. A total of 237 MLG genomes with a gene factor >100 were selected (P value < 0.01). To estimate the relative abundance of MLG species, the inventors estimated the average abundance of genes of MLG species after removing the lowest of 5% and the highest abundance of 5% (Qin et al 2012, supra).
1.5 MLG-based classifier
Random forest models (R.2.14, random forest 4.6-7 packages) (Liaw, Andy & Wiener, Matthew. Classification and Regression by random forest, R News (2002), Vol. 2/3, page 18, incorporated herein by reference) were trained using the MLG abundance spectra of training cohorts (158 samples) to select the best set of MLG markers. The model is tested on more than one test set and the prediction error is calculated.
For the random forest model, using "random forest 4.6-7 packets" in R version 2.14, the training data set (i.e., the relative abundance spectrum of MLG in the selected training sample), the sample disease state (the sample disease state of the training sample is the vector, 1 is obesity, 0 is the control), and the test set (only the relative abundance spectrum of MLG in the selected test set) are entered. The inventors then constructed a classification using random forest functions from random forest packets in the R software, and predicted the test set using a prediction function. The output is the prediction (probability of disease; cut off value 0.5, if the probability of disease ≧ 0.5, then the subject is at risk for obesity).
54 MLG species markers were identified. To identify 237 MLG species markers, the inventors adopted "random forest 4.6-7 packages" in R version 2.14 based on 237 obesity-related MLG species. First, the inventors ranked all 237 MLG species by the importance given by the "random forest" method (Liaw, Andy & Wiener, Matthew, Classification and Regression by random forest, R News (2002), volume 2/3, page 18, incorporated herein by reference). The MLG marker set was constructed by creating incremental subsets starting from 1 MLG species and ending to the top-ranked MLG species containing all 237 MLG species. For each MLG marker set, the inventors calculated the false prediction ratio over 158 samples. Finally, the 54 MLG species sets with the lowest false prediction ratios were selected as MLG species markers (table 3-1). Furthermore, the inventors plotted an ROC curve based on the selected MLG species markers (table 3-2) using oob (out of bag) from random forest model to predict disease probability, and the area under the ROC curve (AUC) was 0.9651 (fig. 2) in 158 samples. At the optimal cut-off value of 0.5294, the True Positive Rate (TPR) was 0.8625 and the False Positive Rate (FPR) was 0.07692, indicating that these 54 MLG markers can be used to accurately classify obese individuals.
TABLE 3-154 most discriminatory MLGs (species markers) associated with obesity
Figure BDA0001258947910000091
Figure BDA0001258947910000101
Figure BDA0001258947910000111
Figure BDA0001258947910000121
TABLE 3-2158 samples predicted results for 54 MLGs
Figure BDA0001258947910000122
Figure BDA0001258947910000131
Figure BDA0001258947910000141
1.6 method of selecting 54 best markers from among biomarkers (maximum associated minimum redundancy (mRMR) feature selection framework)
To determine the optimal gene set, a minimum redundancy-maximum correlation (mRMR) (for details see Peng, H., Long, F. & Ding, C. feature selection based on organizational information: criteria of max-complexity and min-redundancy, IEEE Trans Pattern animal Mach Intel 27,1226-1238, doi: 10.1109/TPAMI.2005.159(2005), incorporated herein by reference) feature selection was used to select from the 54 MLG markers. The inventors selected one gene to represent MLG using 54 MLG markers. The present inventors selected representative genes in each MLG by the mRMR method. And the inventors selected the first gene to represent the MLG. Thus, the inventors obtained 54 gene markers, which are shown in tables 4 and 5. Gene id is from a reference gene list that has been published as Li, j, et al, 2014, supra.
TABLE 4.54 enrichment information for the best Gene markers
Figure BDA0001258947910000142
Figure BDA0001258947910000151
TABLE 5.54 SEQ ID of the best Gene markers
Figure BDA0001258947910000152
Figure BDA0001258947910000161
Figure BDA0001258947910000171
1.7 intestinal health index (obesity index)
To develop the potential for disease classification by gut microbiota, the inventors developed a disease classification system based on the 54 gene markers defined by the inventors. In order to intuitively evaluate the risk of disease based on these intestinal microbial gene markers, the present inventors calculated an intestinal health index (obesity index).
To evaluate the effect of gut metagenome on obesity, the inventors defined and calculated an gut health index for each individual based on the 54 gene markers selected as described above. For each individual sample, the formula I is calculatedj representsThe intestinal health index of sample j of (a):
Figure BDA0001258947910000172
Aijis the relative abundance of marker i in sample j;
n is the subset of markers enriched in all patients among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all obesity among the 54 selected gene markers),
m is the subset of markers enriched in all controls among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all controls among the 54 selected gene markers),
| N | and | M | are the number of biomarkers in the two subsets, where | N | is 24 and | M | is 30,
an index greater than a threshold indicates that the subject has obesity or is at risk of developing obesity.
1.8 Classification of obesity based on the gut microbiota
The inventors calculated an obesity index based on the relative abundance of these 54 gene markers, which clearly distinguished the microbiome of obese patients from the control microbiome (table 6). The 78 obese patient microbiome was classified from the 80 control microbiome using the obesity index, which showed an area 0.9784 under the Receiver Operating Characteristic (ROC) curve (fig. 3). At the optimal index cut-off value of 0.5834, the True Positive Rate (TPR) was 0.9103, the False Positive Rate (FPR) was 0.075, and the error rate was 8.86% (14/158), indicating that 54 gene markers could be used to accurately classify obese individuals.
TABLE 6 calculated intestinal health index for 158 samples (obese patients and non-obese controls)
Figure BDA0001258947910000181
Figure BDA0001258947910000191
Example 2 validation of 54 Gene biomarkers in 42 samples (test set)
The present inventors validated the discrimination ability of the obesity classifier using another new independent study group, including 17 obese patients and 25 non-obese controls collected at rekins hospital, the Shanghai university of medicine.
DNA from each sample was extracted and a DNA library was constructed, followed by high throughput sequencing as described in example 1. The inventors calculated the gene abundance profiles of these samples using the same method as described in Qin et al, 2012, supra. Then determining the sequence as shown in SEQ ID NO: 1-54, relative abundance of the genes for each marker. The index for each sample was then calculated by the following formula:
Figure BDA0001258947910000201
Aijis the relative abundance of marker i in sample j;
n is the subset of markers enriched in all patients among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all obesity among these 54 selected gene markers),
m is the subset of markers enriched in all controls among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all controls among these 54 selected gene markers),
| N | and | M | are the number of biomarkers in the two subsets, where | N | is 24 and | M | is 30,
wherein an index greater than a threshold value indicates that the subject has or is at risk of developing obesity.
Table 7 shows the calculated index for each sample and table 8 shows the relative abundance of the relevant genes for representative sample DB 68A. In this assessment analysis, at a cut-off of 0.5834 (the best index cut-off in the above 158 samples), the error rate was 26.19% (11/42), demonstrating that 54 gene markers could be classified as obese individuals. And most obese patients (13/17) were correctly diagnosed as obese. In addition, the ROC for the test set was plotted from the obesity index for the test set, AUC 0.8729 (fig. 4). At the optimum threshold 0.7769, the True Positive Rate (TPR) was 0.7647 and the False Positive Rate (FPR) was 0.04.
TABLE 7 calculation of the gut health index for 42 samples
Figure BDA0001258947910000202
Figure BDA0001258947910000211
TABLE 8 relative abundance of genes in sample DB68A
Figure BDA0001258947910000212
Figure BDA0001258947910000221
Example 3 validation of 54 Gene biomarkers in 22 samples (test set)
The inventors verified the discrimination ability of the obesity classifier using another 22 samples (table 9) including 9 case samples and 13 control samples (5 samples after 1 month of operation and 8 samples after 3 months of operation), which were also collected at rekins hospital, the medical institute of Shanghai transportation university. Cases represent pre-operative samples and controls represent 1 month and 3 months post-operative.
TABLE 9.22 information on samples
Figure BDA0001258947910000222
Figure BDA0001258947910000231
Before: before operation; 1-M: surgery after one month; 3-M: three months later.
DNA from each sample was extracted and a DNA library was constructed, followed by high throughput sequencing as described in example 1. The inventors calculated the gene abundance profiles of these samples using the same method as described in Qin et al, 2012, supra. Then determining the sequence as shown in SEQ ID NO: 1-54, relative abundance of the genes for each marker. The index for each sample was then calculated by the following formula:
Figure BDA0001258947910000232
Aijis the relative abundance of marker i in sample j.
N is the subset of markers enriched in all patients among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all obesity among the 54 selected gene markers),
m is the subset of markers enriched in all controls among the selected biomarkers associated with the abnormal condition (i.e., the subset of markers enriched in all controls among the 54 selected gene markers),
| N | and | M | are the number of biomarkers in the two subsets, where | N | is 24 and | M | is 30,
wherein an index greater than a threshold value indicates that the subject has or is at risk of developing obesity.
Table 10 shows the calculated index for each sample and table 11 shows the relative abundance of the relevant genes for representative sample DB 62. In this assessment analysis, the error rate was 18.18% at a cutoff value of 0.5834 (the best index cutoff value among the above 158 samples) (4/22), confirming that the 54 gene markers could be classified as obese individuals. And most obese patients (7/9) were correctly diagnosed as obese. In addition, the ROC for the test set was plotted from the obesity index for the test set, AUC 0.9487 (fig. 5). At the optimum threshold 0.02538, the True Positive Rate (TPR) is 1 and the False Positive Rate (FPR) is 0.1538.
TABLE 10 calculation of the gut health index for 22 samples
Sample (DB: obesity) Index of obesity
DB62 1.191905591
DB67 0.025381992
DB68 1.757974404
DB78 1.344989391
DB85 1.796053682
DB124 0.072164965
DB125 1.162137206
DB126 0.979123077
DB01 0.686585017
DB.S1.62 0.879906331
DB.S1.68 -0.274438487
DB.S1.85 0.0154326
DB.S1.124 -0.750440603
DB.S1.125 -0.893868407
DB.S3.62 0.711881869
DB.S3.67 -0.007230148
DB.S3.68 -0.029903064
DB.S3.78 -0.761996663
DB.S3.124 -0.588485485
DB.S3.125 -0.575369569
DB.S3.126 -0.398672766
DB.S3.01 -0.420476048
TABLE 11 relative abundance of genes in sample DB62
Figure BDA0001258947910000241
Figure BDA0001258947910000251
Thus, the inventors identified and validated 54 marker sets by a minimum redundancy-maximum correlation (mRMR) feature selection method based on 54 obesity-associated gut microorganisms. And the inventors established an intestinal health index, and evaluated the risk of obesity based on these 54 intestinal microbial gene markers.
Although illustrative embodiments have been shown and described, it will be understood by those skilled in the art that the above embodiments are not to be construed as limiting the present disclosure and that changes, substitutions and alterations can be made thereto without departing from the spirit, principles and scope of the present invention.
Sequence listing
<110> Shenzhen Hua Dagen science and technology Limited
Shenzhen Huada Gene Research Institute
<120> biomarkers for obesity-related diseases
<130> XXXX
<160> 54
<170> PatentIn version 3.5
<210> 1
<211> 3345
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 1
atggacagag aagagatccg ctatctgctg ggcagcacga tctatgcgcg ggccaaggca 60
tacgaaaacc gggtgcaggg gatggaatgt gagacggcgg agaacggcgt gcgtcatctg 120
agcgccgacg tgcggggcag cggccggaat gtctaccgca cacaggcatg gctgcgtcag 180
aatggaagct ttgtcagcgc aagctgcacc tgccctttca atgaaaacgg cgaaggcccc 240
tgctgcaagc atatcggtgc gctgctgctg aaggatacag ccgaaccgga agaaaaagct 300
gcgccgaagc cagaaaaacg cagggcgctg gatattccgg gcgtgcagcg ggggacggaa 360
tttgccaagg aggccgcagc ccggaaggac agctatgcct ccggacttga gatgctgttc 420
ggcaggaaat ggcggggcga cgagccggtg tcagatctgc aggcgcagga gcttctccgg 480
gcctatcagg aagacgcgct ggccgaggtg gagagcctga cggcctcgga cagccagcag 540
agaggattcg cggagctgga acctgaactc atcctggact actccggaca gccgccgctg 600
ctgcgcctcc gcatttcgga cggcgggcgg cagtatgtcg taaaaagcat cccggaactg 660
ctgacggcta tcgagaaaga gcggagcgtc agctacggca aaacgctggc ctttgtccac 720
cggtgggacg cctttacctc cgaggcacag aaaattctga cgctgctccg ccgtcagcag 780
gacaccgtga agagcgtgga ggcggccaca ggccgtccca cccgcagcat cgcaaacggc 840
ccggccggct gcgtaccgct ttcgggggag ctgctggacg cgctggcggc cctgtacgag 900
ccgagaggcg aggtgggcgg ctatgagctg cgcaagggcc tgcccccgct gaccctgaag 960
gtcgagaaga agcggggtgg cgtgcacatc gtggtggaac caagcctgca caccctgcaa 1020
ggcctcgact acagctatct ttataacgag gacaccatct ggaagctgga acgggccgat 1080
gcggcccggc tgctgcccgc gctgaatgcg ctctgcggca gcgggctttt cttcaccagc 1140
aaggacgcgg tatccttctg cagctttgtg ctgccggaac tgggccgaaa gcttaccatc 1200
gaggaccccg accggctgct gctgaatcag atccccctcg agccggtggt gcagttctat 1260
ctggatgcgc cccacatggg ggccatccgc gcccacccgg agtttttgta cggggaggat 1320
aaggtgacgc cttttgcggc tccggcggat ctgctgcggg acgcccgggc agagcggcgg 1380
gcgggacgac tgcttcagac ctatctgccc caacagaccg ataccagccc cgcggagtac 1440
ggcacggacg acgaggatac ccttgtcacc ttccttgaag agggcgtgcc ggccctgctg 1500
gcagagggtg aggtctatct cagcgatgca ttccgcgacc tgcaggccgc gccgccgaag 1560
atctcggtga gcgtgtcggt gcagggcagc gtgctggatc tggaggtgga caccggcgag 1620
ttcccggtga gcgagctgaa ggccctgctg aagtcgctcc accagaaaaa gcgctaccac 1680
cgcctgcggg atggtcgcct gctgcggctg gacgactcgc tggaagtgct ggacgagctg 1740
aacgagacgc tggagctttc cggcgcaaag ctgggccaga gccacgcccg gctgcccctt 1800
taccgtgcgc ccagcctaga ctgggcgctc tcgggccaga ccggcgtgcg gttcgaccgg 1860
gacgacgcct tccggcggat cagccggagc ttccacgcgg tcaaggacag cgagtatgcc 1920
ccgcctgcct cgctgcaaaa gaccctgcgc aagtaccagc gggacggcta ccgctggctg 1980
cggacgctgg acagctacgg gatgggcggc gtcctcgccg atgatatggg tctgggcaag 2040
acggtgcagg tgctgagcta cctgctggcg atgaagcaga gcggccagac tgagagcaaa 2100
gggctgctgc ccagcctcat cgtctgcccg gcctcgctgg tgctgaactg ggccgaggag 2160
tgccggaagt tcacgccgga gctgatctgc gtggtggtgg acggcgacgc aacccaccgg 2220
gctgcgctgg ctgagagctg gcccgccgcc gacctcgtgg tgacgagcta cgacctgctg 2280
cgccgggatg aggctcttta cgaggggcag gagttctacg cctgcatcct cgatgaggcg 2340
caggccatca agaaccacac cacccagaaa tataaggccg tctgcaaggt gcgcagccgg 2400
gtacggttcg ccctcaccgg cacgccggtg gaaaaccggc ttggcgagct ttggagcatc 2460
ttttccttcc tgatgccggg ctatctgccg ccctataaaa gcttttgcag ccggttcgag 2520
aagcccatcg tgcaggaaga ggaccagact gccgtccggc ggctcaacca gctgaccggc 2580
cccttcatcc tccgccggat gaaagcggat gtgctgaagg agctgccccc taagaccgag 2640
aacgtctacc gcatcgagct ggaagaagag cagcggaagc tctatctggc tgcggtggtg 2700
gacgctaggg agaagctgcg cgccgcaaag ccggaggaca agatggcggt gtttgctgtc 2760
ctcatgcggc tgcgggagat ctgctgcgac ccgcgcctta tcgcggacaa ctgggagggc 2820
ggcagcgcca agctggatgc ttgcgtggag ctgatctccg gcgccgtgga gggcggccac 2880
cgcatcctgc tgttcagcca gttcacctcc atgctggagc tgctggcaaa gcgtctggat 2940
gccgagggca tcagccactt taccctccaa ggctcgacgc cgaaaccggt ccgggcggag 3000
cttgtccgga ggttcaacgg cggcgaggtg agcgtctttc tcatctcgct gcgggcgggc 3060
ggcacgggcc tcaacctgac ggcggcggac atcgtcatcc actacgaccc gtggtggaat 3120
gtggccgcgc agaatcaggc caccgaccgc gcctaccgca tcggacagca gaacccggtg 3180
caggtgtata agctcattgc acaggacacc attgaagaaa agatcgtgga attgcagcag 3240
gccaagcagt cgctggccga caccgtgacc ggcaccgccg atggtgccat cctctcgatg 3300
cggccggacg aactgctgca gctgctggaa gggagcgaag gatga 3345
<210> 2
<211> 504
<212> DNA
<213> Coprococcus comes
<220>
<223> Coprococcus coms isolated from intestinal tract
<400> 2
gtgtttataa taataaaagt agtcctcgat agctcagcgg tagagcattc ggctgttaac 60
cgaagggtcg ttggttcgaa cccaactcgg ggagttctaa aatctgtcag ccaattactt 120
gcagatttta attttgaaaa aatcaatatc cggctccgtg gtcaagcggt taagacatcg 180
ccctttcacg gcggtaacac gggttcgatt cccgtcggag tcatctggcg ccatagccaa 240
gtggtaaggc aaaggtctgc aacacctcta tcaccagttc aaatctggtt ggcgcctcta 300
ggagaaatct ggaaacaatt gtttccagat tttttggtat acaaatataa tataccatat 360
ataaaaatgc ggtatgtgaa gaatgtgctt cctacatcaa aaaataacag aaaatatatt 420
gaaaatcagc tttcgggagc cattgagcag atggaagaat atatcagaaa gtatccgatg 480
tttcttgtta tggattatgt gtaa 504
<210> 3
<211> 186
<212> DNA
<213> Dorea longicatena
<220>
<223> Dorea longicatena isolated from intestinal tract
<400> 3
atgagaaatc ccccttttca taaaataaat cttgttctcc gaattataat atatgtcgct 60
tttgtgcttc aaattgtaaa ttgtacttat aaaaaaacga acttttttaa ttatacttat 120
aaaaaggggt ggaaaaataa gaaggtttta tatataatag ggatagaaac gttcaaaacc 180
acatag 186
<210> 4
<211> 3258
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 4
atggagaaaa accggggact gcggcggcag gtgctgctgg tgccggagca tatttcccat 60
gaggcggagg tggacctgtg ccgggccctg gggcccacgg cgtcccggga tgcggaggtg 120
ctgagcttcc ggagtctgtc gtcccgggtg ctggccgaaa cgggagggct ggcggagttt 180
accctggaca acgggggaaa gctcctgacc atgcggcggg ttttgcagga gctggcgccg 240
gagctgcggg tgttcgggcg gcccagtcag cgggcgtcgt ttctgcggca gctgacggac 300
ctgatggagg agctttacgc ctatgagatc gggccccggg acctctatgc acatgtagag 360
gacctggagg gcgctatggg cgataagctg cgggatatcg cgctactgta tgcggcgtat 420
gacgcccggc tgcgcaacgg agacatggat gcccggtccc ggctccagaa gctccgggag 480
catctggagc acagcgacta tctccggggc tgcgatgtgt atctggacgg gttttcctat 540
ttcaaccgcc aggaggagag catattggag ctggtgctgc ggcaggccag cagcgttacc 600
gtgaccctgc tgggggaccg gggcaatgaa cagctgtttc agaatgctct gcgccagcgg 660
atgcgcctgg agcgcatggc ccggcgtgtg gggcagagta tggaagtcct gtggtgcgaa 720
aagcagggga gcggccccct ggatcacctg gagcggcact tttttggccg ggagacggcc 780
tatgagggcc aggcggaggg aattcgcctg tatcaggccg ccacggcctt caccgaggtg 840
gaatgggtgt cccagcagct gaggcagctg gcggctgagg gataccgctg gcgggatatg 900
ggcgtgtgcg cccggaatat ggaggtttat ggcccactgc tggagagcgt gttccgccgg 960
gacggcatcc cggcctatat cagccgccgc agtgatctgc tggaaaagcc gcccatcacc 1020
atgcttttgg gggccctgga cgccgttacc ggcggctttg accgggagga cgtgttccgc 1080
tgcctgaaga ccggcctggg gggcatttcc ccggatgagt gcgatatcct ggagaattat 1140
gtgatcgtgt gggatatccg gggcggcatg tggctgcggg agagcgactg gaccgccagc 1200
cccgacggct acggacggga gatgacggag actgccgccg cacggctgcg gcaggtcaat 1260
ggcgtccggc ggcgggtacg tctgctgctg gagcccctgt atcaggggat gaaaacggca 1320
tcatccgcca ggagcaaggc ggagtgcctg tacacatttt tgcaggaggc cggtgtgccc 1380
caggccctgg aggaaaccgc cgggaagctg ctggcagaga accagcccca gctggcggag 1440
gaatatgtgc agctgtggga gatattctgc ggggtgctgg accaatttgt ggagatcctg 1500
ggggacacgg agctgacggg tgaggagttt gcgcggctgc tgcggctggt gctgacccag 1560
tacagcgtgg gtaccattcc tgccaccctg gaccaggtga aggtcagcga gatcacccgc 1620
aacgaccggc accgggtaag gtgcctgttc ctgctggggg ccaacgacca cgtgctgcct 1680
atgccgccca gcggccacgg cctgctggac ccggaggacc gggagacctt gcagcagcgg 1740
gagatcctgc tgtcggacgc cgtgtttgac ccgctggaca acgagctgca gaatatttac 1800
gcgtgcctgg cccagcctac ggagcggctt accgtcagct ggccggtggg ggacatcagc 1860
ggcgctcagc tgcggccctc cttcgtggtg cagcggatgg agaagctgtt tccggacctg 1920
cacgtcctgc gggaggacgg ggcctaccgg cggatgctgc ctgccacggc tctggagctg 1980
gccggcagcg acagggcact ggagcgatat ttccggcagc ggggcggcta tgaccgggtg 2040
ctggatgcca tggaccgggg ccgcgccctg ggccgggggc ggctgtcgcc ggaggcggtg 2100
caggccctgt atgggcggtc cctgcacatg tcggcctccc ggatggacca ggtgaagcgg 2160
tgccacttcg ggtacttcat gcagtatggc ctgcgggcca gagagcgccg accggcgggc 2220
ttcgaggccc cggagatcgg cacgttcatc cactatttat tggaaaatgt ggcccgggag 2280
gtaaagaacc ggggcggctg gagccaggtg gagcgggagg agctgcgccg cctggtccgg 2340
gaatacatag accaatacgc ccgggaggag atcgacggct atcgggagaa aagcgcccgg 2400
ttccggtatc tgttttcccg gctgcggacg gcggcttgcg ccatcgtgga ggacatggcc 2460
ggggagctgg cccaatcgga tttttcaccg gtggccttcg agctgggctt tggcggccgg 2520
gacgggcagc tgcccgccgt taccgtcacc gagggagatg agaccctgtc cgtcagcggc 2580
aaggtggacc gggtggacgg ctggctccac gacggaaagc tgtatctgcg ggtggtggac 2640
tacaaaaccg ggaaaaaagc ctttgacctg tcggacctgc ggtacggcct gggtattcag 2700
atgctcctgt acctgttcac tctggagaag gagggccgca gctatttcgg ctatcccatt 2760
gtgccggcgg gggtactgta tcacccggcc cgggaggtga tcctgaaaaa ggaccggggc 2820
atccagccgg aaaagctcca ggctgccctg caggaggagc tgcgccgcag cggcatggtg 2880
ctggcggacc cggaggtgct gcgggctatg gagcacagcg ctctggaagc accccattat 2940
ctgcccattc gggtgaagaa ggacggctcc atttccgacg gcatcgcatc ggcggagcag 3000
ctggggaagc tgggccggta tgtggaggac ctgctgcacc agatcgccag agagatcggc 3060
tccggcaata ttgacgccga cccggtggca cggggacccc aggagcgggc ctgcgaccgc 3120
tgcgattttg ctgcggcctg tgccttccag gagggccggg gcggcgatcg ggtgcgctat 3180
atcagaactg taaagccgga ggaattctgg caattcgtgg acgcggaaaa tgggaaggag 3240
gggagcacat gccgctga 3258
<210> 5
<211> 825
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 5
atgtccttga agcttgtcat ttatcacata tctgtgaatt attttttagg gggaatattt 60
atggacgtag atatcattct ggatgccggt cacggcggtt ttgacaacgg tgcatcctac 120
atgggacgcg cagaaaaaga tgatgtactc cggctgacac tggctgtcgg agcaaagcta 180
aaagaagcag gttatcatgt ctactacact cgaactacgg atatctataa ctcaccaacg 240
gaaaaagcag cccttgccaa tctctccggt ggaaaatatt ttatttcctt tcaccggaat 300
tccggcatgg aagacaatct gtacaacggt gtgcagaccc ttgtctatca gcatgatcca 360
acggttgata cgctggctga aaatattaac cggcacttgg agcaggtcgg tttcaaaaat 420
ctcggtgtgg aggaagttcc gggactgatc gtccttcgaa aaacagaaat gcccgcagta 480
ctggtagaaa ccggattctt aaacagcgac attgacaatc agctctttga tgaaaaattt 540
gatgccattg ttgatgctat tgtcgccggt atcgaggaaa gcattccact ctccgcccag 600
gaaatcccgg aacaatatta tgtacaaacc ggcctgttca aatatgacgt caatgctgcc 660
tatcagctcg aacgtctgca aattcttggt ttcgacggcc ccatccacta cgaagaacct 720
tactacggcg tctggatcgg caaaccgaaa gacctagatg aagcagttct cctgcaggat 780
gaacttcgcc agaaaggata cagcaccctg atcgtgtcgg tataa 825
<210> 6
<211> 1665
<212> DNA
<213> Haemophilus parainfluenzae
<220>
<223> Haemophilus parainfluenzae isolated from intestinal tract
<400> 6
atgaaaaaat tactttgctc attatttgcg ctttctgctg tgagtacagc aatggcacaa 60
gaagtgaata ttaaattatt aggtacttca gacattcacg gtcgcgttgt gccttggagc 120
tatggcgcag acgtagaaga taaatctggt tcttatgcgc aaatcgcaac ttatgtgaaa 180
gatgtgcgta aaaacaataa aaacgtggtg ttagtggatg tgggcgatgc gatccaagat 240
aaccaagttg atgtgttcgc aaaagataaa aaatattaca aagatcaccc aattccaaaa 300
gtattaaacg aaatgaaata cgatgttttc gtacttggta accacgagtt taactttggg 360
atggaagcat tagatgaaat cttaaaagac atcaaagcga aaaaattaac cgcaaacttc 420
tattataaga aaaatgacaa acgttatatt gatgcaacaa ccatcattga aaaagatggc 480
gtaaaactag ggattatcgg tttaagtacc ccaatgtcag caaaatttga agaagacacg 540
ggcaacttaa aagacatgaa atttacttca ccaacagaag aagcgcgtac acaagttgag 600
aagttaaaag caaaaggtgt tgatgcgatt attgtgatcg ctcacatggg catcgagaat 660
gaaaacaaga ttcctgacac aggtatgcgt gatgtgatca atgcagtaga cggcattgat 720
gtagttatcg cgggtcacat gcacaaagat gtaccaagtg aaaccattaa aaatacacta 780
atcaccgaac cacaccgtta cggtaccgta gtatctgaag tggatctcac ttttgatatc 840
aacgataaaa aagaagtgaa attggtgaag aaagaatcca aaaccgttcc agttaaagaa 900
cttgaagcgg ataagaaaat tgccgaaatc tacaaacctt atcacgagaa attacgtgaa 960
ttaaacaatg tagtgattgg ccaaaccgaa aacgaaatgg tgccacaaga aactaaacat 1020
ggtgtatctg ctgcattctc aaaagatacc ggtttgtctt cattcattaa tgatgttgaa 1080
caacattaca gcggtgcaga tgtggtaact ttctctttcg atcaccaaaa agcacgtatg 1140
aataaaggcg atatcaagaa aaaagacatc atctttaact atcgttatgc gggcggtgat 1200
gtcaccgttt atgaactgac cggtaaacaa ttgaaagaat atatggaatg gtcagcgaac 1260
tactttgata ctattcaacc aggtgacact gaataccgct acaatgcaga acgtaaaaaa 1320
tcaaaatatg tgacttacga cattttcggt ggcgtaaatt acaaaattga cttacgtaac 1380
ccacaaggta gcaaaatcgt tgatttaacc cttgctgacg gcaaaccggt aactgatgac 1440
atgaaattaa aagtgggtat gaactcatat cgtttcgctc agttaaacgg taaaggtggt 1500
atttgggaag gccaacaaat tccggtactt tgggaatcta aagtcgcaat gggccgtgaa 1560
aaaggcacga tccaaaatat gatgatcgat tacatcacca atgtgaaaaa aggcaaaatc 1620
gatggtcaat ctcacaaccg ttgggaaatc attggattaa attaa 1665
<210> 7
<211> 546
<212> DNA
<213> Dorea longicatena
<220>
<223> Dorea longicatena isolated from intestinal tract
<400> 7
agaagctggg ttgaatttct agaaggagga gcacacatga gacaggaacg tattgatgct 60
aattcattag aattaaacga aaaagtagta tcaattaaac gtgtaaccaa agttgttaag 120
ggtggccgta atatgagatt cacagcttta gtagttgttg gtgacggaaa tggccatgtt 180
ggtgcaggtt taggaaaagc tacagaaatt ccggaagcaa tccgcaaagg aaaagaagat 240
gcagctaaga atctcatctc tgtagcatta gatgaaaatg acagtgtaac acatgattat 300
atcggtaaat tcggaggcgc ttctgtatta cttaagaagg ctccagaagg tactggagtt 360
atcgccggtg gtccggcgcg tgccgtaatc gagatggcag gaatcaagaa cattcgtaca 420
aaatctcttg gttctaacaa caaacagaat gtagtacttg ctacaatcga aggattacgc 480
cagattaaaa ctccagaaga agtagctaag cttcgcggta aatctgttga agagatcttt 540
ggctaa 546
<210> 8
<211> 1455
<212> DNA
<213> Alistipes shahii
<220>
<223> Alistipes shahii isolated from intestinal tract
<400> 8
atgaaaaaat taaccgatat tctgaaaaat acccccgtcc gggaggtgtg cggcgatact 60
gccgccgcca ttggcgggct ggtctacgat tcgcgcgccg tgaaaccggg cgactgcttc 120
ttcgccgttc cgggcacgca gagcgacgga cacgactata tccccatagc ggttgaaaaa 180
ggcgcggcgg caatcgtctg cgaacggatg ccggcggatg cggcggaggg cgtcgcttat 240
gttctcgtcg gggactcggc gggggccatg gccgatatgg ccgcggcgtt ctacgactac 300
ccgagccgcg agctgaaact cgtgggcatc accgggacca acggcaagac cacgaccgcg 360
acgctgctct acgatctggt gcgggccatg ggctacaagg ccgggctgat ctcgacggtg 420
gtctacaaga tcgacggccg cgaggtcgaa gccacccaca ccacgcccga ttcgatccgc 480
ctgaacgcta tgatgcgtga aatggccgac gccgggtgcg catactgttt catggagtgt 540
tcgtcgcacg ccatcgtgca ggaacgcacg cggggcctcg atttcgcggg tggcatcttt 600
tcgaacatca cgcacgacca cctcgactac cacaagacct tcgccgagta catccgggcc 660
aagaagctct ttttcgacgg gctgcccaag ggggctttcg ctctgacgaa cgccgacgac 720
cggaacggac gcgtgatggt gcagaacacc gcggcggcgg tgagcgccta ttcgctgcgc 780
gcgatggccg atttccgctg caagatcgtc gagatgcacc tcgacggcat gctcctgcgc 840
atcgacgggc aggagttgtg ggtggggttg ctggggcggt tcaacgccta caacctgctg 900
gcggtctacg gcgcggcggt gttgctggga ctcgaccggg gcgaggtgct gcgcgtgctg 960
agcatgctgc acgccgtgag cggccgcttc gagaagatcc gcgcggcgaa cggcacgacg 1020
gctatcgtcg actacgcgca tacgcccgat gcgctggaga acgtgattca gaccatcgag 1080
gagatccgca cccccggcca gcagctgatc gtggtgtgcg gctgcggcgg cgaccgcgac 1140
cggaccaagc gtcccgagat ggcggccatt gccgtgaagt atgccacgac ggcggttttc 1200
acctccgaca atccgcgcca cgagtcgccc gaggcgattc tcgacgacat ggtcgcgggg 1260
ctggagcccg gtgcgcgcta cctgcgcatc gccgaccgcg ccgaggcgat ccgcacggcc 1320
gtgatgctct cgcgtccggg cgacatcatc ctcgtggcgg gcaaggggca cgaaacctat 1380
cagattgtcg gcgacgtgaa acatcctttc gacgaccggg aagagataaa gaagcgcttt 1440
gcgcttctca attaa 1455
<210> 9
<211> 8007
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 9
atgaatcgtt ttgataatga aagtcggcgg actgcggaag cgcaaaaagg aaacggcggt 60
gaactcggcg cagcggcgcg tgagctgagc aaaatcgcgg ttgaggaaac caaaagaaca 120
acaggcttat cgcagagggc ggcatacaga aagcgtctgt ttgaaatgcg gcgcgggttg 180
aacggggaat atcgcaggaa ttatgcactt gccgccggca gcgttttttg cggtgcggtc 240
ggagaagtgc tcgtgaacga atactatcgt gttgaaaaac agcttcggat tgccgcagcg 300
gaagcggaaa gtttgaaatt cggacggctg ccgtgctttg cggcgggcga ggcggcgggc 360
agccttcgct gcgcagtgct tgcaaagaaa ctctgcgagc tttgcggcgg tgcaccgggc 420
attggctccg tcgttgagtt tttcgatgag taccagcaaa acagacccct gacaacgcgt 480
gaaatacagc tgcttcccgc gatgcttcgg cgggcggagc ttgagacttt gtacggcatt 540
gtatgcacgt caggtgatgg cccgctcgga accgggcgcg cggcagctct gcagaacgtg 600
cttgccgcat tatcaagaat tgacgatgcg gatttttcgg agtgcattca aaacctgaac 660
ataacccgcc gcaggctggc ggatgcagcg gatttttcgg cttccgatga gtcaacgcag 720
cagctttatc ttaaagcggc ggccgaaatt tcggaacgga cgtcggcgtc ggaacagacc 780
gtggttcgga aggcgttcga actatcaaag gggcggacgg ggcgccgcgc tcttgtgggc 840
tgcagtctgc ttgcggaggg gaagccggag ctgcttcgtg cgcttcgtgc ggagaaaaaa 900
cgattaaaag gattaaaaaa cgacaacggc gcaaaggctc cctccgattc gggaaaaaga 960
accgatgtcc aaaaacataa atacgtaaaa ttatcaaatt cgacaaaatg cgcactgctt 1020
acggtttttg aagcattgct tgcggctgcg cttcttgtgc ctgcggcggc agcggcggga 1080
agactcggct cggctttttt tcccgcaaat tccggcggca gtgcatggtt tacggtattg 1140
accgtaatat tcgggttgat gcccgcactt tcggcagctt ttgcaataga agcgcggctg 1200
atgcctgtgt ttaaaaaacc gcgccccctt ccccgccttt cgctccgcgg aggcatcggg 1260
gaggaaaatc gaacgcttgt tgccgttccg gtgcttataa cgtccgaaaa gtccgtcaga 1320
caggcggcgg aaacattgga agcgcattat cttgcggcgc aggactttgc cgcggcaaat 1380
tgcggcgcag agtttgcaat acttgcggat tttcccgatt ccgccgagaa aacaaagccg 1440
ggagaagcgg aactgatcga gcttgcaaag aaacttatcg atgacctgaa ttcgaggttt 1500
tgcgccggta aaaggccggt gttccattat ctgcaccggg aacgtgtttt caattcggcg 1560
gacggtgttt atatgggcag ggagcgtaag cgcggcgcgg tggaggcact gcttgactgt 1620
gccgcgcacg gggatacgca tgagttttgc tgcaattatc cggatatttg cagcgaaaaa 1680
gaacgcttcc gctttcttgt tgttcttgat gcggacacga taatgccaaa cggagcattg 1740
cgcaggctga ttggtgcggc ggcgcatccg ctcaaccttc ccgtgtttga aaacggtgcg 1800
gcgcgtccgt ccttcggatt cagcataatt gctccgcgca tggcggcaac atcgcgttcg 1860
gcggcggaga gcgggtttgc cgcgctgata agcggggaaa gcggcatgtg tgcatattcc 1920
gttcgtgttt ccgatttcaa ttgggatgtt tttgaggagg ggaacttcgg cggaaagggc 1980
ataatcaata ttgatgcatt cctgcgctcg gtctcgggca aaatcccgga aaataccgtg 2040
ctgagccatg atttggcgga aggctgtttt gcgcgtgcgg catatgcggc cgatattgtg 2100
ctttatgacg gcgaaccgtc cgcattgctg ccgtggcaaa agcggcgtca tcgctggctg 2160
cgcggggata tgcagctcct ccccttcctg tttccgccgc tgaattcggg aattgatgca 2220
gtatcgcggc gaaagatcct gttcaatatc cgcgcggctt tcggaggcat aagcttcgcc 2280
gccgcattcc tgcttgccgc cgttttgggg cttcgcccgc tttttttgct tgctgcaata 2340
acttttttca ttgatttgct gttggaagcc gcattcctgc tgcttcgtct gccctttcga 2400
aagtccgcac ttcgtccgct tgttctgctt gccgggcgtc ggctgtatga gcttgcggtg 2460
ctgccctatt cggctctgcg cgatgcggat gctgtttgcc gtgcgttgta cagaatgatt 2520
ttttcgcacc gaaacatgct gcaatggcag acagcggcgg atgcggagcg cagcagaccg 2580
caaaatacaa gggaatattt caaggcactg tttccgtgcg ccgcattcgg cacaattgtt 2640
ctcgccgccg ccgtttctgc ggcaattgca gcggcacggc agatacacaa cggcgaaacc 2700
gcaggcatgg cagcggcggg tcttgcgacg gcggtgcttt ggctttgtgc gccgctgatt 2760
gcggaaaaga aggatgaaaa gcccgattcc tatcgtttta ccgcagcgga gagaggcagg 2820
ctgacggaaa tttttgccga tacttggcag tactttgaac agaactgcac cgaaaaaaca 2880
tcgtggctcc ctcccgataa ttttcaggaa gagccttatc gcggcgcggc aatgctgact 2940
tcgcccacga atatcggcat ggggttgatg gctgttgttt cggcgcatga tatgcatctg 3000
ctcgatgagc gcggaatgtt cacgcgcctt gaacgcatgg tgaattccat agaaaagctt 3060
gaaaaatggc atgggcatcc ttttaattgg tataacctgc gcgacttatc gctgctgcgt 3120
ccgcgcttca tatcgactgt tgacagcggg aatctgttcg cctgccttat cacaacggca 3180
tgcgcgcttg ctgaatgcgc ggggcaggcg gaaaagacct ccgcagagtt tgcggaagaa 3240
ctgaaaaagc ttgcggcgcg ctgcacagcg atcgcaaggg caatggattt tagggtactg 3300
tatgacaaca cgagagagct ttttcatatc ggctgctcgt tcgaggaggg aaagcttact 3360
ccgtcacatt atgacttgct tgcatcagaa tgcagactga cgagtttttc tgcaattgcg 3420
ttttctcgga ttgggtcgga gcattggttt gcgctttcgc gccttatgtg cgatgcttcg 3480
ggcgggcgcg tacttaaaag ctggagcggg acgatgtttg agtatctgat gccgctgatt 3540
ttctttgaaa ccgttcctta cagtatgcag tttgaggttt gccgcaatgc ggtgctgacg 3600
caaatccttg ctgccgcagc ggaaaaacct tggggtgtgt cggaatccgg gtattatgcg 3660
ttcgatgatg ccctgcgcta tcaatatcgt gctttcggca atcccgaact tgcgcttgca 3720
ccgggcagaa tgcggtcgga tgttattgca ccgtatgcat gcgtgcttgc acttgccgtt 3780
gagccgaaag cagcggcgga gaacctgcgc ctgctctgcc aaatcggcgc ggcgggcaaa 3840
tacgggcttt atgaggcgct cgattacggg gcggctgaaa agaacggatt tgcaattgta 3900
aaaagctata tggcgcacca tcagggaatg agtctgtgcg caatcaacaa cgctttgaac 3960
aacaatgtgc ttgcgcgaag attcatgagc gttcccgagg ttcgagcgaa cgaacagctg 4020
ctgtttgaga acatgcccgt tgaccccatt cgaattaaaa cctatgaaag tgaaattttc 4080
agggagccgc acgcggctcg taatgcggat gaatttgttc gcattatcaa aaaaaacgct 4140
gcggaagcga agcggaacga atcaccgcgg ctgcggggag catttattcg gaagaagata 4200
aaaaacccgg gcaatcggaa aaacgcaatc gcaatgcagc cgaccgaggg gcggacggaa 4260
aataacagcg ggcaggcggt caacggacag attgtcacaa acggctcata cagcatattt 4320
gttgatgaaa acggctgcgg ctattcaaaa tgcggcggtg tgttgataac ccgtctgcgc 4380
ggcaaggcat ggggcgcgtt tggtgaagat gcggcaaacg cttctgaatt cggctttgtt 4440
ccgccgaacg gtgtggattt tgtaattgca aaatatgatt tcgaatcagg cgaaaaagcc 4500
gcaaaacgca tttcgggaag catcacggcg gagccgcaca gagttgtttc ggaggatcgt 4560
ttcgcttcaa ttcgggcacg cctcacttca atggttgctg ctgattcgga ttgcgaaatc 4620
cgcacgctgg agctgattaa ctgcggcaaa aaggaagaaa cggtcgatgt cggcatgttc 4680
gccgaaatcg cgcttgcacc ggcgagggaa tttgaggcgc atccggcatt tgtgcatgtt 4740
tgcaccgaat ccgaaagggc ggacgacaca ttgattttta caatgagaaa aaaaccgggg 4800
aagccgtctt actccgcttt tttcaacgtg gcatcgcttg aaagggtgca attttgcgcg 4860
gatggtttgg tttgccccgg gcggcacaaa agtcatgaag atgctctgct gatgcagtgc 4920
atttcggcag ccgacgcgga agaattgccg acggtgcagc cggttgagcc gtactttttc 4980
gcaaaaacaa aggttcgtct cgggccgggc gaaagcggaa ccgtgcgtct cacgatcggc 5040
ttcacaaaga acaaaacgag aattgatgag attcttcatc ggcaaaggca gcggctgcaa 5100
agtgcggagg ctgcggcgcg aatgcattcg gcgggaatac ttcgtgcatt tgaaatcgac 5160
gcgaaaacaa acgcatttgc acagattttg aatgcgttta tcgtgaaagg cattgtgtca 5220
aagggcaaga gtgatataaa aagccggctt ggcggtattc gcggcctttg gaaacacgga 5280
atctccggcg atcgcccgat cgtgctcatg cgtgtcactc gttcggagca ggtgaacggg 5340
gtgcgtatgc ttttgaatgc tgcgaaatac atcaacatgt gcaatgcagg cagctgcaaa 5400
acggagcggg acgagttcaa cgagggaagt cgcacggacg agcggcagga aaagcttttt 5460
gatgttgttc ttatcggaga atacccgcat gaatatgcga acgctctgcg ggcggcgctt 5520
gaggaattgc gggcaatctg cccaacctgt attcttttgc acggatttga cttgaccgag 5580
tcggatcgcg cgctgattca cgctgcggcg cagattgaaa ttgatgccga tgcaccgctt 5640
gcttttgcag atgactcaaa atatattttt gagcacggca gcataaacga gaaaatggcg 5700
gaaacagaaa cgatgcgccc aatgcttacg cagccgaaca taacggatgc acgaaaaaaa 5760
gcttgcttct catggaacgg ctgcggcggg tttgataatg agaaaatgga atttgttatt 5820
gaaaattcgc ctaaaaacat tactcctttg ccttggagca atgtccttgc cggaaggcgc 5880
atgggtgcgc ttgtgaccga gagcggcggc ggttacacat ggtgcggaaa cgcaagaatg 5940
ctgcggataa caccgtggtc aaacgatgct ttgtttgata caagcggaga atttttgata 6000
ctgtttgata ttgaacgaga aagcaggctc agccttttgc ccgcattcgg cagcagctgt 6060
gttgtgtcgc atgggtttgg gtacagccgc tttgaatggc ggacggatga gctcagagtg 6120
cagctcacgg tgacggttga catggagtta cctttgaaat actcaacggt atgcatcgaa 6180
aacctgacgg caaacagaaa aaaactgcgg ctgcgctgcg gggcggactg ggtgttgggc 6240
gaaaaagcac atcccgcttc actgcaattt gaaactgtcg gcgggaaggg tttcccgctt 6300
tgcgctgcgg cgcgcgacgc actttcggaa cattcggagt ggggcttcct ctccattttg 6360
ggcggttcga aaagccttgc tgcgaacgga aatcaaattg cagccgaatt caccgttgaa 6420
ccgcaatcaa cagcaaagct tacggtgctg cttgggtttg agcagtttga acgcattccg 6480
aagctccttg ccgatgcgga cgctgaagcg gcgttgaata aaacagtgcg gttttataag 6540
caaaaaacag atatgttaag gataaaaaca ggcgatgcga gctttgatgc actcgtgaac 6600
gggcggctgc tctatcaaac gtattcggcg cgcataatcg ggcgaacggg attttggcag 6660
tgcggcggtg cgtttggctt ccgagatcag cttcaggatg cagcagcact tgctgcgacc 6720
gatcccaaat gcacaaggaa tatgataatc aagtgcgctt cacgtcagtt taaaaagggc 6780
gacgtgcttc actggtggca cgaaggtttt gcagacgggc tgccgcgcgg ggtgcggaca 6840
atgataagcg acgatcgcct ctttctgccg cttgcagcgt gcgaatacgc tgagggcagc 6900
ggggatgcag cgatttttga cgaacaaata ccgtatcttg ccgacatgaa gataccgtac 6960
ggacaacaaa acatatattg tgaaatggag atgtccgatg ataaggaaac cctgtacgaa 7020
cactgctgcc gcgccgttga gctttcattt gagctgcgcg gggcgcacgg tctgccgttt 7080
atgggcacgg gtgattggaa cgacggcatg gacgctgtcg gttcggacgg cggcgaaagc 7140
gttgttgtcg gctggctgct gctgcttgcg gcgagggcat tgctgcctgt ttgcaaaaag 7200
cggggagata ctgcacgggc aatgcttttc gaacgtgaat ccgccgcgct tcgtgctgca 7260
attgaaagca atgcgtggga caaaaacaga tatatacgcg cttttttcgg tgacggaaca 7320
agccttggaa gcgcggactg ttcggaatgt tccgttgatt gcgtaagcga atgttttgcg 7380
gttttcgcaa acgccgttca tgcccgcgaa gcgtttgaaa ccgtgcttgc ggccttgacg 7440
gacccggtga acgggctgat tcgtctgctg acccctccgt ttgacggaaa aacgaggaac 7500
gctgtgggct atatagaggg ttacctgccc ggagtacgcg aaaacggcgg acaatacacg 7560
catgcggcgg cgtggtgcat aatagccgca tgtcggctcg gtatggccga tacagcggac 7620
agcttgttta aaatgataaa cccgattgaa cacggatccg caaactcaat cgaacgctat 7680
aaaggggaac cctatgccgt tgctggcgac gtttattcgg tcggaaggct tgcagggcgg 7740
gcaggctgga cgctttacac gggatcggca gcatggctgt atcgcgccgc cgtcgaaaac 7800
attctcggaa tccgcaagag gggaacaaaa ctttttgttg aaccctgcac cgtgcttgat 7860
gcattttcgt ttgaataccg tttcggaaac accgtttaca gtgtcgatat gcaccgcagc 7920
gcttcgaatg caaaggagcg gcacggtgca tgtgttgaac ttgttgacga cgggaaggtt 7980
cataatttat cgcttgaata caggtaa 8007
<210> 10
<211> 993
<212> DNA
<213> Ruminococcus sp.
<220>
<223> isolated from intestinal tract, Ruminococcus sp.
<400> 10
atgattacat taaatgatta tctgtattca ggagatacgg ttttaaaaat tttacagaaa 60
tatacccggg atctgagaaa agaagcgaaa cttactcata atgaaattga tatgatgcat 120
gtgaatttcc tgattcagat cacagagctt ttagaacaca atgatttcct tacggcccag 180
tcccagaaga tccgggaatt ttataaatat atggctcatg aatatccgtt tcttgcgttt 240
acatttaaag gaaggatcaa atcgctgatc cgggcagaag agaaatttaa cggctatatt 300
gtggaatata tttacgatta ttatacaaaa catggaacct atcctcctgt atcggaactg 360
aaaaataaac tcagttgttt tcgggatttt attgcataca gaattgtgtt gtgtatgccc 420
aagtgtcatc tgaaaccagg agaagatcag gaaacggcgt cgatccgcta tctttatgag 480
attgccaatg ttcttcccgg gttcctggaa gaacgagggt ttacggtgga gtctgcctat 540
ggagtaaaga aaagtacgtc gccgcttctt aatgaagatg tgaagatgta ttaccgggat 600
tatatctgtg gaaccagcgg ggaaggatat cagtcattac atatcacagt ttatgataac 660
agttcccgtt ctttcatgga ggtgcagcta cgtacccaga aaatggatga cactgcggaa 720
attggtccgg cgaatcatct gggatatgag aagaaacagc aggatgagcg tgcaagacgt 780
gatgctattc cagaaggcga gtgcgtttat ttcgatgaag cctatgaacg gggcatgcgt 840
cttttgcagc tggaactggc agatctggat gtaaatatgt tttccgcagt agataacagt 900
ctgatcaatg atgggtgcgg actgttcagg ggaagactga tattacctta tgaacatttg 960
tcaagattac agaatgatgc cattattgaa taa 993
<210> 11
<211> 990
<212> DNA
<213> Megamonas funiformis
<220>
<223> Megamonas funiformis isolated from intestinal tract
<400> 11
atgtttgatt tttttgttga acaaatacta ggaatgcaat ggctgaatga tttagtttgg 60
caagtcttag taaattattt taatgcagat aaaagttcaa attggtggtc tagtattcat 120
tttttctttt atgatacgat aaagataact atcttattag taactttaat ttatttgata 180
tcatatattc agtcgtattt tccaccagaa aagacaaaac gaattttaac gcattttgat 240
ggttttactg gaaatataat tgctgcacta cttggaacag taacgccatt ttgttcttgt 300
tcaagtgtgc ctatttttat aggttttact agagcgggat tacctgtagg catgactttt 360
tcttttttga tatcttctcc tatggtagat gtggcatcta tgcttatgtt gatgtcattt 420
tttggacctg aatttgctat tttttataca gttgtaggcg taatattggc tgttgttggc 480
ggtaaagtct tatcgataat gaaggttgaa aaatatttga aaaaatatga tggagcaatt 540
agagattttt atgctgaatc agaatatttt aatcaaagac aaagattaaa ttatgcttta 600
aatgatacta aaattatcgt gagaaaagtt tttccttatg tattattggg cgtattaata 660
ggtgcagtaa ttcataattg gataccacaa gaatttattt taagtatttt gggagataat 720
aatccttttg ctgttatttt ggctacaatt attggtatac ctatttatgc tgatatattt 780
ggaactttgc caatcgctga agctttatat ttagtaggtg tgccagctgg tacgatttta 840
gcattgatga tggcgataac agctttatca cttccatcac ttattatgct tagtcaagta 900
ttacagagaa aattgttatt tttatttata ggcattgtaa gtataggaat tatttttgta 960
ggctatattt ttaattttgt ttttggttaa 990
<210> 12
<211> 798
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 12
ctggccgctg ttgtaggcaa ggaaaagctg gcctgcatcg actgcgtcac cgacgctctg 60
accaagcgca tcgagttctt tgccgagatg ggctgccgcg cttcggacca cggtctggat 120
tacatcccct accgtgaggc caccaaggaa gaggtcaata ccatctacca gaaggtcgtg 180
gccggcgaga gctgcaccgt ggaagaggcc gaaaagtacc agacctacat cctgatccat 240
ctgggcaagg agtatcaccg cctgaacatc gccatgcagc tgcacttcaa ctgcctgcgc 300
aatgtcaacc gcaagcagta tgcaaagttc ggcccggata ccggctttga catgatcaac 360
accgcttcct gcggcggcga gatcgcagcc ctgctgagcg ctctggacga gaccaacgag 420
tgccccaaga ccatcatcta cagcctgaac ccggccgaca acgagcagat cggcaccatt 480
ctgggctgct tccagagcac cgaggtgccg ggcaagatcc agcacggttc tgcatggtgg 540
ttcaatgacc agaagatcgg catggagaac cagatgaaga gtctggcaaa tctgggcctg 600
ctgggcaact tcgttggcat gctgaccgac agccgcagct tcctgagcta cacccgccac 660
gactacttcc gccgcatcct gtgcaacctg atcggccagt gggtcgagga tggcgagtat 720
cccaacgacg agaaggctct ggagaagatc gtcaagggca tctgcttcga caacgcaaag 780
cgctacttca acctgtaa 798
<210> 13
<211> 2604
<212> DNA
<213> Bacteroides sp.
<220>
<223> isolated from the intestinal tract, Bacteroides sp.
<400> 13
atgaaaaaca ggagcattac ctacctatta ctatttggta tttgcagcat gttggcaatc 60
atgcaatcgt gccagaaaac agatgacctg gaagcagaca tcaattctct gaaagaccgt 120
gtcgctgctt tggaaaaagc aacggaagga ctgaatactt catttgccag tctgcaagcc 180
cttatgcaaa aaaacaaagt cattatcgga attactccga ctaaagatgg tctgggatat 240
ttgctggaac ttagtgacgg aacaagcatt aaagtcatgg aaagtgaagc agtacaggcg 300
tctgtccctg aattttccgt agacgaagaa ggctactgga tatataaaac aagtaatgat 360
accgatttca aatatctgcc aggagccgat ggagagaaag tatcagcatg gccccgtgat 420
gaagaaggca atgtggtggc aactccatta atcagcgtat cttccagtgg atattggcaa 480
gtgagctacg ataatggaca aacgtataca agcttaggaa ctaaggccga aggtggaagt 540
cagggaggaa ccagtatatt cagtaaggta gaatataatg aagcaaacca tactttctca 600
ttcacattat ccgatggagg aaaaacatat acctttccgg tagatgacac ctttggactg 660
ataatttatg gtctcaatga tgccaacagc gaacaagctg tgcaggtttt cgtccccaat 720
gagaatcata aggaatataa agtagaacag aatgacgtac aacaagccgt agtacaagct 780
cccaaaggat ggaatgttct tttatccgag aacttgttaa ctatcacacc acaagcaact 840
gcgacaaagg atgtggaaga aactattaaa attgtactga cttcatcaaa gaattatatc 900
cgtattgtat ctattgaagt taaacaactt tccagcgaag ctggagcaga agcctggcag 960
cagtttgtta acgctgacca acagaatgtg ttattagact tttcatacgc cggctataag 1020
tatggtgaaa tggctcctcc cgaaatagaa acgctaacag cgcaaggata taaagtatac 1080
gatgttacag atcccaaata tggagctatc cccaacgacg gcaaatctga cagagtagct 1140
ttcatgaagg ttttggaaga aatagcgagt caaacaaagc aagaagacaa caatatgacc 1200
gaccgatata tcaaagaaaa tgctaaagct attatctact tccccgaagg aaattatatc 1260
ctgcaagatg agggttctaa agatcgcagg attcgtatat cgatgagtga tattgtttta 1320
aaaggagccg gaaaaaacaa aacgacactc gaaatgaccg ctgctaataa ttctcccaaa 1380
ccaaccgaag agatgtggaa tgctcctgtc atgatggagt tcaaacacaa tacaggatta 1440
aaagaatcaa taggtgttat cactgaagat gctcccatag gcagcagaac cataacggcc 1500
agtttaaccg gagtaagcgc aggcagttgg gtatgccttg tactgggaac cccagagttg 1560
ggaaacacga atgatgatgt tattaattcc gaactatctc cctatcgatg gcaagatatt 1620
aaagtacagc aaggcactac tcccaatatc aaaacaaatg gtattcaaat attcgaatac 1680
catcagattg aaaaaatcag cggcaatagt gtcaccttca aagaaccgat catgcacgcc 1740
atcaataaag attggggatg gaatgtacat aaattcgcca attatgccaa tgttggtgta 1800
gaagatctta cattcaaagg acatgccaaa gagaagttca ttcaccacgg ctctgacatt 1860
gatgatggtg gttttaagct catcgatttt gtgcgtctga ccaattcgtg gatgcgccgg 1920
gttaattttg agagtgttag tgaagccatg tcaatcacca gttctgccaa ctgttctgct 1980
tatgacatca ctattggcgg taatcgtgga catgcctcta tccgttcaca ggcttcttcc 2040
cgcattttta ttggaaaagt aactgaaaac agcaatggct acacacttag aaaaggagaa 2100
ggtgaaagca cattgatgga atataaaacg aacgttggcc aatatcacgc ttgcggtgtt 2160
tcaaagcaaa gtatgggtgc tgtaatatgg aatgttagat ggggagatga ttcttgcttt 2220
gaatcacatg ccacacagcc acgtgcaaca ctaatcgact gctgttccgg tggtttcatg 2280
cattggagac aaggaggaga ctctgctcaa atgcctaatc atatggagaa tctgacaata 2340
tggaatttct acgcaacaaa tgcacaaaca gaccaggaca tcgatacaga aggtaaattt 2400
acctggtggg atggtaacgg cttttggtgg aaatttatgc ctcctatcat tgtcggtttc 2460
cacggaagtc ctttagattt tgatgatact caaatgaagc gactcgaaag caacggaact 2520
gctgtggaac catattcact ctatgaggct caattacgta aacgtttggg atatgttcct 2580
tcctggctat cctctttaaa ataa 2604
<210> 14
<211> 333
<212> DNA
<213> Bacteroides ovatus
<220>
<223> isolated from the intestinal tract, Bacteroides ovatus
<400> 14
gaggaaagtc cgggcaacat agagcatcct acttcctaac agaaagctgt ccgcgagggt 60
agagtaacgt agaagaaaat aaccgccgct cctttcgggg agaggtaagg gtgagaaggt 120
ggggtaagag cccaccagtc gcatggcgac atgcgggctg tacgtcttag gagttgtaag 180
gtcatgtaaa ccggcgttat gagagttgct cgctccatgt cggagggtag accgctaaag 240
tgtcgtggtg acacgccact cagataaatg acaggcacct gatataatta aagattaata 300
atcggaaatt atatgggtac agaactcggc tta 333
<210> 15
<211> 1152
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 15
gtgacccttg cccccctgaa aggaggaaac gccatgtatc gaagcgtatt ggcccttctt 60
ttcgcctcgg tactgctgct cagcggctgc gccgcagaac ggcagcgtgt accgcgggaa 120
aaggacacgc aggaagcgga gaaaaccgga cagtcctcgg atatgtccgg cgaggagggt 180
atatatatgg acaccacgga aaatgtcatc tatctggcag gcggctgctt ctggggcatg 240
gagcagctca tgcaatccat ccccggcgtc atcgacgccc aaagcggcta tgccaacggc 300
acctgcgagg cagacgccac ctaccagacc gtctgcaagg gcgacaccgg cttccgggag 360
accgtgcggg tggaatacga ccccgagcag gtgagtctcg acgcgctgct gctggcttac 420
ttctatgtga tcgaccccac ggtgcagaac cggcagggca acgaccgggg cagccagtat 480
cagaccggcg tgtactacac caacgacaag gtcagggaaa cggtggagcg catcgcaggc 540
attgagcggg gccgcagcga gaaattcttt gtggagatcg gtccgctgaa gaattactat 600
cccgccgagg aatatcacca aaactaccta gaaaagaacc ccaacggcta ctgccacatc 660
ccccgggcgg agatggagct gttctccagg cttcgcatcg atccgggcga ctaccggaag 720
cccgcggcgg agaccatccg ggacacgctg acggcggagc agtaccgcat cacgcaggag 780
agcggcacgg agcgcgcctt taccggtgag ctctgggaca agtttgaaaa gggcatctat 840
gtggacatcg tcaccggcga gccgctgttc tcctccacgg ataagtttga aagcggctgc 900
ggctggcctg ccttcacaaa gcccatcgag agtcctgctg tggtggaacg ggaggacttg 960
agccacggca tgcgccgcac agaggtgcgc agccgcgccg gtgactccca tttgggtcat 1020
gtgttcaccg gcgacccgga gtcgcccaac ggtgtgcgct actgcatcaa cagcgccgcc 1080
ctccgcttcg tgccttacgc gaaaatggag gccgagggct acggatacct cctgaatttg 1140
tttgagggat ag 1152
<210> 16
<211> 276
<212> DNA
<213> Bacteroides coprocola
<220>
<223> isolation from intestinal tract, bacteriodes coprocola
<400> 16
gatatgaaaa caactaagat tcaattcaac ggcaggtctt attactcccg catcgtggaa 60
tctgtcgatg gcgaagaatt gcttatcggt tcgacaatcc tgctcgatgc cttgcagccc 120
ggcagtttca atgacgagaa cgaaggtttt gccagtaaag aagccgaaag gatttatgac 180
gagattttct tctttaccga cgagagaacg cttcagcttc ccgaaaacga gttgatagcc 240
gaactcaaaa aggataaccc cgattggttc gagtaa 276
<210> 17
<211> 1023
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 17
atgagtaatg aagttgaatt aaagcttgca gtcacccctg acgccttcga tatcctaaaa 60
acacacctcg atcaattcaa tatcttagag caaaatacga tctttctagg aaatacttat 120
ttcgattatc ccgatcattt tttggcgaaa caaaaaatgg gattgcgtgt ccgtcgggaa 180
aacaacgatt tcacacttac cttaaaaact gacggaaaag tagttggcgg attgcatagt 240
cgtccagaat ataatttatc tatacctgat gattcagtac ctacatcggc acaattaaca 300
tcattgtatc catttgaaca tttgccttcc tctacattac agccgatttt ctcaacagat 360
tttaaccgca ctttttggtt gattgcattt ggtgcatcaa aaattgaagt ggcttttgat 420
caagggaaga ttctgttagg agagaaaaca cagcctatct gcgaaattga atttgaatta 480
aaagaagggc ttgtttcaga tcttttctat tttgtctcac ttttaccttt tgaacaggat 540
gtgtatttta gttcggcaag taaagcgaaa cgaggctatc aactaggtag taaacagctt 600
ctgattgatt ggttaaataa atggcgtgat ttcttaaaag aagaacgtga gggaagtgca 660
gttgattctc gcgaacaatt aagtgcagtc atgaaaatgg aacagcaatt gattgaggaa 720
acgctttcat tcccaacgga tgtgtttgct ttcgatttta tgaaaaccgt tgaacgtgtc 780
ggcgcatttt tcaatcttta tcattattat gatgacaaca aagccttgtt tgaaaaattg 840
gaagaaaatc gatcagctga gttattagta agtaatcaat ttttccttaa tgaaataaaa 900
ggcttgatta cctttcatag tcaaacaaaa gataattttc agaccgttga gaagttaaaa 960
gcgttattaa agactcgtgc gtattttgaa agaatgcttg gcttaatgat gttgatggcg 1020
taa 1023
<210> 18
<211> 1989
<212> DNA
<213> Bacteroides xylanisolvens
<220>
<223> isolated from the intestinal tract, bacteriodes xylanisolvens
<400> 18
atgaaacaag aagaagacaa attcaccggg ttacccgaga atgcgttcag agagttgaaa 60
cctggggaag tgtacaaccc gttgatgggt ccctctaaaa attatccgga agttaatatc 120
tggtcagtag catggggtat tgccatggca atcctttttt cagccgccgc tgcctatctg 180
gggttgaagg tcggacaggt atttgaagca gctattccaa ttgcgatcat tgccgtagga 240
gtttccggag ctgccaaaag aaaaaatgcg ttgggcgaaa atgtgattat ccagtctatc 300
ggagcttgtt ccggagtaat cgttgccgga gcgatcttca ccctccccgc tctttatatt 360
ctccaagcta aatatcccga gatgacggtt accttcatgc aggtattcat cagctcttta 420
ttgggtggcg tattgggtat tctattcctg atccctttcc gtaaatactt cgtcagcgac 480
atgcatggaa aatatccttt cccggaagca acagctacta cacaggtgtt gatctccggc 540
gaaaaaggcg gcagtcaggc caaaccgtta ttgatggcag gtatgatcgg cggattatat 600
gacttcatcg tagcgacatt cggatggtgg aacgagaatt ttactacccg tgtttgcagt 660
gccggagaaa tgctggcaga aaaggcaaaa ttagtattca aggtaaacac cggtgccgct 720
gtgcttggtt tgggatatat cgtcggactg aaatatgctt ccatcatttg tgccggttca 780
ctggctgtgt ggtggattat cattccggga atgtctgcta tctggggtga cagtgtactg 840
aatgcatgga atccggaaat cacctctacc gtaggtatga tgagtccgga agaaatattc 900
aaatattatg ccaagagcat cggtatcggc ggtatcgcta tggcaggtgt gatcggtatt 960
atccgttcct ggagcatcat caagagcgct gtcggactgg cagccaaaga gatgggcggt 1020
aaagggaatg tagagaaaag cattatccgt acccaacggg atctttccat gaagattatc 1080
gctatcggtt ccatcatcac actgatatta atcgtattat tcttctatct cgatgtcatg 1140
caagggaatc tgttgcatac attggtagcc attgttttgg ttgccggcat ctctttcctg 1200
ttcaccacag tagcagctaa cgccattgcg attgttggta ctaatccggt ttcgggaatg 1260
acattgatga cgctgatttt ggcttccgta gtgatggtag ctgtcggact gaaaggtcct 1320
tcaggcatgg ttgccgcatt ggtaatgggt ggtgtagtat gtaccgcact gtcgatggca 1380
ggaggtttta tcaccgactt gaagattggt tactggctcg gaagcacgcc tgccaaacag 1440
gaaacatgga agttcttggg aacaatcgta tcggctgcaa cagtaggcgg tgtaatgatt 1500
atcctgaata agacatacgg atttacaagt ggcgcactgg ctgctccgca agcaaatgcg 1560
atggcagccg tgatcgaacc actgatgagt ggtgtaggtg caccctggtt gttatatggc 1620
attggggctg tcttagcaat tattctgact ctttgtaaaa ttcctgcatt agctttcgca 1680
ttgggtatgt ttattccatt ggaactgaat gtgccgctgg tagtgggtgg agcagtgaat 1740
tggtttgtta caactcgtag caaagatgca tctctgaata cggaaagagg tgaaaaagga 1800
accttactgg catccggttt cattgccgga ggtgcattga tgggagtaat cagtgccgca 1860
atgcgctttg gtggaatcaa cctggttaat gaaacatggt tgaacaatac ttggtcagaa 1920
gcgttggcat taggagcgta tgccttattg attctttact ttataaaggc ttcaatgaaa 1980
gttaaataa 1989
<210> 19
<211> 525
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 19
atgaagctca atctcgatcg attcaccgcc gcgcagctgg ctgcgcacgt tgccgccggc 60
gatttctctg ctaccgaggt cgcgcgggcc tcgctcgagg ccatcgaggc acgcgagggc 120
ggggtccagg cattcctgca ggtggcgccc gagcttgcgc tcgaggccgc cgcgcgcgtg 180
gatgccgacc gtgccgcagg caagccgctg cccccgctcg cgggcgtgcc gctggccatt 240
aaggacaaca tgaacctcgt gggcacgcgc accacctgcg cttcccgtat gctcgaggac 300
taccagagcg tctacaccgc cacctgcgtc cagcgcatgc tcgacgccgg ctgcctgccc 360
atgggcaagg ccaacatgga cgagtttgcc tttggcagct ccaccgagag ctcggcgttc 420
catcgcacta acaacccctg ggataccgag cgcgtgcccg gcggctcctc gggcggctcc 480
gctgcagccg tcgccgcggg cgaggtcgcg ctctcgctgg gctcg 525
<210> 20
<211> 396
<212> DNA
<213> Bacteroides intestinalis
<220>
<223> isolated from intestinal tract, Bacteroides intestinalis
<400> 20
tcctccggtg ataagtggca ttttcatcac caaccaggat acgaatatca gtatcgccca 60
aaagaaaaga aaaagaggaa tatgccagta ccactccggg cgggaagcaa aaaattcact 120
tctcaggtta aagaaataat agaggcaata atgataggga acagccacca gccccgtcag 180
caatcctacg aagatgctga cgaaatacag gcgtgcgtca accagtttca gcttcacgac 240
ataccacttc ctcagttttc taaagttttt gaacctttga aacattcctc agatttttct 300
tttattaatt tgagtatcta caacaaatta accctgttga agtttcaaga ctttgcgttt 360
tttacttttt ccccatcata ttcaatcgca ggatag 396
<210> 21
<211> 849
<212> DNA
<213> Faecalibacterium prausnitzii
<220>
<223> Faecalibacterium praussnitzii isolated from the gut
<400> 21
acggcggaga tcggcgacaa ctgcaccatc taccacggcg tgaccctcgg cggcaccggc 60
aaggacaccg gcaagcgcca ccccaccctg ggcaacaatg tccttatcgg cgctggcacc 120
aaggtgctgg gtccggtgta tatcggcgac aatgcccgca tcggcgcggg cagcgtggtg 180
ctcaagaacc tgcccgccaa ctgcaccgcc gtcggcgtcc ctgccgaagt ggtgcgcatc 240
aacaacaagg ccatcaaccc cgccgacgat ctcgaccagc aggatctgcc ggacatcatg 300
gcccagcgtc tcatcgacct cgaccgccgc atcggtcagc tggaaaggcc gcacagggcg 360
atattccccc cacggcccag caggtggccg cacggcagcg caagcattaa aaaacggaag 420
ctttccctcg ggagagcttc cgtttttctt ttatcatatc aactctttga ccttctccac 480
cgctgctgct accagctggc cgatgggctg gtccggcacc cccaccacga tgttatcaca 540
gtggttgatg gggatgagca cccgcgctgc actgctctgg cagaccgccg ccgccatggc 600
cggggtgatc tcacccagca gcgaatcggc gatgacgatg ccgatggggc cgacgatgat 660
gtccgcccgg cggcagttga ccaccacggc attttcgccg gtggcggcgc ggtgtgcgcc 720
cgccttgagc atagccgaag ccgcgatgct gttggttcct acggcggtca gctcgatgtc 780
cgggcatccg gcggcaagcg ccgccgtcag ctgacggcca agaccgccgc cctgcccgtc 840
aatgactaa 849
<210> 22
<211> 672
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 22
ttttgtggga aatatgtgaa agtgggagtc tttttgactg agataaattt ccttgcagtg 60
cgtctttatt catggcatac tataaggaag tgcagtgtac cgtggtttct gaaacaaaga 120
ggtcagattc cggggggtac atgggtggaa tatggaggaa tgagaagcga tatgaagaaa 180
aaaggaatgg tgctttttct gaccggtctg ctgggcatgt cccttttcct gggcggctgt 240
accagcaaat cagagaagaa ggcactggaa tataagcagc ttggtatcag tcagatgaaa 300
gaagctaaat atgaggatgc ggtcagcagt tttcagaagg ctctggatca gtctctggga 360
aggatccgtg cacaggaatt ggatgtgtgc tactacaagg cactggcaca gtacaaatcc 420
ggagatacca aggcagccat caagacttat gacgaactgg tggattatga taagaaaaac 480
tgggaagtat actatctcag aggaagtgta ttgctggcag acggacagcc ggatgcctgc 540
ctgaaggatt atgataaggc agtgtccctg aatgattcgg atgcggaact gtatggacat 600
atcagcgaga atctgcagaa tgcaggcagg acgcaggaag cacagaaata tctggagcag 660
gggttgaaac tg 672
<210> 23
<211> 1554
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 23
atgacactgg ccttatttca aaaccagacg cttcctgccc gcaggccttc cgaggatgcg 60
cggcagtatg cctaccgtat tatacgaaaa ttcatccttg agcttcatct tcttcccggc 120
cagaagatga atgaagcgga tcttgcctca tctctgaata tgagccggac tccaatccac 180
gattcgtttt tcaaattatc cagagaaaat ctggtagacg tcataccaaa gcggggcgca 240
tttgtctcca aaatcgacca gaaacgcatt gatgactctg tatggattca tcaaaagctg 300
ggaagcgcca tgatccattc catttatata agaaaggttc ccaaatccga gctggagctt 360
ctgtactgtc ccatccagca gatgaacagc tatatgctta acggaaattc agctcagacc 420
gttcagcttc tgtcggaata ctaccatcag ctttatatgc tggccggaaa tctggatctg 480
gtatggtctt ctcttcagaa aaccgatacg gatttgagac gcctgctgtc tctggctgta 540
agcagcccca atgtactgga aggcttgatg caggagctga cgaatctgac agacgccctt 600
ataaaccgtg attatgacaa tgcggggctg atctatgacc accatttctc cagaatccgg 660
atgcttacag cccctctcag aacccatacc ccccagtact ttacagaacc tgtgctgcca 720
gcgcttctcc acagagttct gatttatcct cttaaagaaa ggcggtatca cattatgact 780
gactatcatg cattattttc tctcaaagga aaaacagcac tgatcaccgg aggaaccggc 840
ggtttgggaa gtgcgattgc cagagcattt cttcagcagg gcgctcaggt cgctgtctgc 900
ggtacccgtc cggaaaaagc agctcccata gaagaactgg ctaaaagcct ggaccgtcca 960
tttttatccc tctcctgcga tctgactgat acagaaagca caaaccagat gctcaactcc 1020
atagaacaca ccttcggcac tgtagatatc cttgtaaaca gtgccggaat caaccgtctg 1080
atccctgctg aggaatatga cgaccagacc ttccagacgg ttatggatat aaacatcgcc 1140
tctctccacc ggattacccg tgaagtagga aaacggttta tgatccctca aaaacaggga 1200
cggattctga atctttcctc tgtaaaaagc ctgatcggaa caaagcagga ctacattgcc 1260
tactgtacaa gtaaaggcgc tgtcaatatg tatacccgcc agctggcctg tgaatgggga 1320
aaatacggca tcacctgcaa cgccattgct cccacttttg tatacactcc cattaatgca 1380
ttccagctgg atgatccggt attttacaaa acattaaccg aacgtattcc ccttggaaga 1440
atcggcaaag agcaggatat tgcttctgct gccctttatc tgtgcagcga cgccgcctct 1500
tttgtaaccg gacagattct ctgcgtagac ggaggtctga ctgctatgca gtaa 1554
<210> 24
<211> 786
<212> DNA
<213> Dorea formicigenerans
<220>
<223> Dorea formicenerans isolated from the intestinal tract
<400> 24
atggcggata agaaaaaaga acaggcaatg gttgtttctc aggagcagat cgctgatggg 60
attttcagta tgtggattca tacagaggca gcgcagagcg ccagacctgg acagtttatt 120
tctatgtata caaaggatgc aacaaagtta ttgcctcgtc cgatcagtat ctgtgagatt 180
aacaaagaag acagtcgcct tcgtgttgta tacagagtga ctggagagaa tacaggaaca 240
gaagaatttt caaagttaaa aacaggagat gcaatcccaa tcatcggacc tcttggaaat 300
ggatttccgt ttgaagcggc tgaaggaaag aaagtatttc ttatgggtgg aggaattggt 360
gtaccaccga ttctggaact tgcaaaacag atgaaatgcg acaaaaaaca gattgtcgta 420
ggctatcgtg atgcacagac atttttaaag gaagagttcg agcagaacgg tgaattatac 480
atttccacag agaatggaag tgtcggaaca acgggaaatg ttatggacgc aatccgtgaa 540
aatggactgg aagcggatat gatctatgcc tgtggaccga ctcctatgct tcgtgcgatc 600
aagcagtatg ccgaggaaca taagattgta tgctatatat ctctggaaga gcgtatggca 660
tgtggaattg gtgcctgtct tggctgtgtg tgcaagacaa aagagaaaga tgcccacagc 720
aatgtgtgca acaagcgaat ctgtaaagat ggtccggtat tccttgctac ggaggtggaa 780
atctaa 786
<210> 25
<211> 1485
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 25
aataaaacca tgtcagactt ttcaagaaga aaattcctta aaacgggagc cgccgcttta 60
gcaggcatca ccattgctcc cagctctatc ttaggtatga gccacgggca cgtttcacca 120
accgacaaac tgaacctcgc agccgtaggt atcggaggta tgggacacgc caacatcaac 180
aatgtgaagg gcaccgaaaa catcgtagcc ctctgtgatg tggactggaa atatgccaaa 240
ggcgtattcg acgagttccc caaagctaag aaatactggg actaccgcaa gatgtacgac 300
gaaatgggca aatccattga cggtgtcatc attgccactg ccgaccatac tcacgccatt 360
atcacggcag acgccatgac aatgggcaaa catgtatatt gccagaaacc gctgacacac 420
tccgtatatg aatcccgtct gctgaccaga cttgccgctt ccaccggagt agtaacccag 480
atgggtaacc agggagcatc aggcgaaggt accgaccttg tttgcgaatg gatctggaat 540
ggagaaatcg gtgaagtgac taaagtggaa tgcgccaccg accgtcctat ctggccgcaa 600
ggactgaatg cacccgaaaa ggcggaccgc atccccaaca cattgaactg ggatcttttc 660
accggacctg ccaaactgaa cccgtacaac aacgtttatc atccctggaa ctggcgcgga 720
tggtgggatt acggaaccgg cgcattgggt gacatggcct gccatatcct gcatcagccg 780
ttcagagctc tgaaactggg ttatcctacc aaagtggaag gttcttctac attattactg 840
agtgcctgcg ctcctcaggc ccagcatgtg aaaatgattt tccccgcccg cgacaatatg 900
ccgaaagttg ccttgccgga agtggaggta cactggtatg acggcggtat gatgcccgaa 960
cgtccgaaag gtttcccgga aggaaaacag ctgatgggcc ccggtggcgg tctgaccatt 1020
ttccacggaa caaaggacac attgatttgc ggctgctacg gagaacaacc tttcttgttg 1080
tcaggccgtg tgcccaacgc accgaaagta tgccgccgtg tcaaatgttc ccatgaaatg 1140
gactgggtac gtgcttgcaa ggaagacaaa tccaaccgcg tgatgccgaa agcggatttc 1200
tccgaatcgg gaccgatgaa cgaaatggta gtaatgggtg tattggctat ccgtctgcaa 1260
ggcttgaaca agacactgga atgggacggc gccaacatgt gcttcactaa tatcggtgac 1320
aatgaaacac tcagaacctg tatcaaagac ggatttacga ttcatgacgg tcacccgtcc 1380
ttcaacaaga cctggacaga tccgatcaac gcgaaacaat tcgcagccga actggtgaaa 1440
cataattatc gtgaaggctg gagactgccc gatatgccac gataa 1485
<210> 26
<211> 1827
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 26
atgacaaaac ccgaaagcaa gaccgctctg aagtggatgg acgcggcaag cgccctcacg 60
aaaaacgagg ccgttctcca gtggatggag gaaatggccg ccatgacgca gccggacaag 120
atcgtctgga tcaccggtga ggaggaacag ctcgaggcgc tgcggaagca ggccgtcgag 180
gagggcatcc tcatcaagct caacgagtat aagctccccg gctgctatct ccaccgcacc 240
gacccggacg atgtcgcccg cgtcgaggac cgcaccttca tctgctgtga gcgcgaggag 300
gacgccggtc ccaccaacca ctggatggac cccaaggaaa tgtacgagaa gatgtacgct 360
ctcgccgacg gcgcctacaa gggccgcacg atgtacgtca ttccgtactc catgtccatc 420
atcggctcgc cgttcgccaa gtacggcttt gagctgacgg actccatcta cgtcgttttg 480
aatatggcga tcatgacccg tatcggcaag gccgtgtgcg acgcgctcgg cgacgatacc 540
ggttttatca agggactgca ctgccagtgc aatctcgata aagagaacaa gtacattgtc 600
cacttcccgc aggacaatac catcatttcc atgaactcca actacggcgg caacgtgctc 660
cagggcaaga agtgcttcgc cctgcgcatt gcctccaacc tcggccggaa ggagggctgg 720
atggcggagc acatgctcat cctcggcatc cagaatcccc gtggcgagat caagtacatc 780
tccgccgcct tcccctccgc ctgcggcaag acgaacctcg ccatgctcat cccgcccgag 840
ggcctgcagc gctggggctg gcgcgtgtgg tgcgtgggcg acgacattgc gtggctgcgc 900
atcggcaagg acggccgcct ctgggcggtg aaccccgaaa acggcttctt cggcgtcgcg 960
ccgggcacct ccatgaagtc caaccccaac gccctcatct ccacgcataa ggacaccatc 1020
ttcaccaacg tcgccctcga cctgagcgac aacaccgtgt ggtgggaggg gctgaacaag 1080
accccgcctg cccgcgcgat cgactggcgc ggccgtccct ggacgccgca gagccccgaa 1140
aaggcggcgc atcccaacag ccgcttcacc gcgcccgccc gcaactgccc ctgcctcagc 1200
cccgagtttg acaatcccga gggtgtgccc atcagcgcca tcatcttcgg cggccgccgc 1260
gccaagaccg cgccgctggt ctaccagtcc ttcaactggc agcacggtgt gttcgtcggc 1320
tccatcatgg cgtcggagac caccgccgcc gcgaccggtc aagtcggcgt cgtgcgccgc 1380
gacccgatgg cgatgctgcc cttctgcggc taccacatgg gcgactactg gcagcactgg 1440
ctggatatgg gcaagaagat cccgcacccg cccaagatct tcaacgtcaa ctggttccgt 1500
accgacgacg agggtcactt cgcctggccc ggcttcggcg acaatatgcg cgtgctgcag 1560
tggatcatct cccgcgcgga cgatgagatc ggcgcggcgg agaccgcgct cggctacgag 1620
cccaacaccc acgacatcga catggagggt cttgaaatgt ccatgtacga tatgcgccgc 1680
ctgctctccg tcgaccgtga cctttggctg caggagtgct ccgacgcccg cgcctactac 1740
gagaagatcg gcaaggtgcc cgaggagctc tacgaggagc ttgacgccct tgagatgcgt 1800
ctcaaccgcg gctacaagag aaagtaa 1827
<210> 27
<211> 4293
<212> DNA
<213> Bacteroides intestinalis
<220>
<223> isolated from intestinal tract, Bacteroides intestinalis
<400> 27
atggctttta gaaaagataa caagataaag agtaatttct cgaagatctc tattggtttg 60
gcttctccgg aagaaatcct tgagaattcg agtggtgaag ttttaaagcc tgaaactatc 120
aactatcgta cgtataagcc tgaacgtgac ggtttgttct gtgagcgcat ttttggtcct 180
atcaaggatt atgaatgtca ttgcggtaag tacaaacgta tccgttacaa aggtattgtc 240
tgcgaccgtt gtggtgtgga agtgacagaa aaaaaagtac gtcgtgagcg tatgggacac 300
attcagttgg ttgtgccggt agctcatatc tggtatttcc gctcacttcc taacaagatt 360
ggttatttgt tgggtcttcc tacaaagaaa cttgattcta ttatttatta tgagcgttat 420
gtggtaatcc aggctggtgt gatgtcaggt gagattgctg aatatgattt gctctcggaa 480
gaagaatatc tggatttgat ggagaagttg ccgaaagaca atcaattcct ggaagattca 540
gatcctaata aattcatagc taagatgggt gctgaagcca tttatgactt gctggcccgt 600
ctggatttgg atgcattgtc ttatgaattg cgtcaccgtg ctggtaacga cgcttctcaa 660
caacgtaaga atgaggcttt gaagcgtctt caggttgttg aatcattccg tgcatctcgt 720
ggacgtaata agccggaatg gatgatcgta cgtattgtac cggttatccc acccgaactt 780
cgtccattgg ttccgttaga tggtggtcgt ttcgctactt ctgacttgaa tgacctttat 840
cgtcgtgtaa ttattcgtaa taatcgtctg aagagactta ttgagatcaa agctcctgaa 900
gtaattttgc gtaatgaaaa acgtatgttg caggaagctg ttgattcttt gttcgataac 960
tcacgtaaat ccagtgcagt aaaaacggat gctaaccgtc ctttgaaatc tctttctgat 1020
agtttgaaag gtaagcaagg tcgtttccgt cagaacctgt tgggtaaacg tgttgactat 1080
tctgcacgtt cggtaatcgt tgtaggtccg gaattaagaa tgggtgaatg cggtattcct 1140
aaattaatgg cagctgaact gtacaaaccg ttcattatac gtaagttgat tgaacgtggt 1200
attgtgaaga ccgtgaagag tgccaagaag attgtagatc gtaaagaagc tgttatctgg 1260
gatattctgg aacatgtaat gaaaggtcat ccggtactgt tgaaccgtgc accgacattg 1320
caccgtttgg gtattcaggc gttccagcct aagatgattg aaggaaaagc tattcagctg 1380
cacccgttgg catgtacggc tttcaatgcc gactttgacg gtgaccagat ggctgttcac 1440
ttgccgttga gcaatgaagc tgttctggag gctcagatgt tgatgcttca atctcataat 1500
attttgaacc cggcgaatgg tgctcctatt actgtgcctt ctcaggatat ggtgcttggt 1560
ttgtactaca ttactaaatt acgtaagggt gcaaaaggcg aaggcttgat attctatggt 1620
ccggaagaag ccttgattgc ttacaatgag ggtaaagttg atattcatgc tccgatcagc 1680
gttgttgtga aggatgtgga cgagaatgga aacgttgttg acgtaatgat gcatgacacg 1740
tctgtaggtc gtgtaattgt taacgaaatt gttccccctg aagctggtta tatcaatacc 1800
attatttcta agaaatcact tcgtgatatt attagtgatg taattaaggt atgtggtgtg 1860
gctaaggctg ccgacttcct ggatggaatc aagaacttag gttatcagat ggcgttcaag 1920
ggtggtttgt cattcaactt gggtgatatt atcattccgg aacaaaaaga ggcattggta 1980
cagaaaggat atgatgaagt tgagcaggtt atcaacaact ataacatggg tttcattacc 2040
aataatgaac gttacaatca ggtgatcgat atttggactc atgttaattc agagttgtct 2100
aatatattga tgaagaccat ttcgagtgat gatcaagggt tcaatgctgt atatatgatg 2160
ttggattctg gtgcccgtgg ttctaaagag cagattcgtc agttgtcagg tatgcgtggt 2220
ttgatggcaa aaccgcagaa agcaggtgca gaaggtggcc agattattga gaacccgatc 2280
ttgtcgaact ttaaagaagg actttcggtg ttggagtact ttatctctac ccacggtgcc 2340
cgtaaaggtt tggcagatac ggcgttgaaa acggctgatg ccggatattt gactcgtcgt 2400
ctggttgacg tatctcatga tgtgattatt aatgaagaag actgcggtac gctccgtgga 2460
ttggtttgta cagacttgaa gaataatgat gaaatcattg ctacattgta tgagcgtatc 2520
cttggccgtg tatctgtaca tgatattgtt catcctacaa caggtgaatt gctggttgca 2580
ggtggtgaag aaataaccga agaagttgct aagaagattc aggattctcc gattgaaagt 2640
gttgaaatac gttctgtatt gacttgtgaa tcgaagaagg gtgtttgtgc aaaatgttat 2700
gggcgtaatc ttgcaacgag ccagatggtt cagagaggtg aggctgttgg tgtaattgct 2760
gcacagtcta tcggtgagcc gggtacgcag ttgacgttgc gtactttcca cgccggtggt 2820
acggctgcca atattgcagc caatgcaagt atcacagcta agaatccggc acgtctggaa 2880
tttgaagaac ttcgtactgt agatgtggta gatgaagcag gcgaaccggc aaaggttgta 2940
gtaggtcgtt tggctgaagt acgctttgtg gatgtgaata ctggtattgt tctttctact 3000
cataatgtac cttatggttc tactctttat gcagctgatg gtgaggtcgt agaaaaaggt 3060
aagatgattg cccgctggga tccgttcaac gctgttatta taacagaagc tacaggtagg 3120
attgagtttg aaggtgttat tgagaatgtt acctataaga tagaatctga tgagtctacc 3180
ggtctgcgcg aaattatcat catcgagtct aaggataaga cgaaagttcc gacagctcac 3240
attatgacag aagatggtga cttgattcgt acatataacc tccctgtggg tggtcacgtt 3300
gttgtcgaaa acaagcaaaa ggtaaaagcc ggtgaagtta tcgtgaaaat acctcgtgca 3360
gttggtaagg ctggtgatat cacgggtggt cttccacgtg taacagagtt gtttgaagct 3420
cgtaatccgt ctaatcctgc tgttgtttct gaaatcgatg gtgaggttac aatgggtaag 3480
gttaaacgtg gtaatcgtga aatagttgta acttctaaga ctggtgaagt taagaagtat 3540
ctggtaccgt tgtcaaaaca gattctggta caagagaacg actatgtacg cgctggaact 3600
ccattgtctg acggtgctac aactcctgct gatattcttg ctattaaagg tcctacggct 3660
gtgcaggaat atatcgtaaa tgaggtacag gatgtatatc gtctgcaggg tgtgaagatt 3720
aatgataagc actttgaaat tatagttcgc cagatgatgc gtaaagttga aatcgatgaa 3780
ccgggcgata ctcgcttcct ggaacaacag gtcgtggata agttggagtt catggaagaa 3840
aatgatcgta tttggggtaa gaaggtggtt gttgatgctg gtgattctca gaatttgcag 3900
ccgggacaga ttgttactgc tcgcaaatta cgtgatgaaa acagtatgct aaaacgccgt 3960
gacttgaaac cagttgaagt gcgtgatgct gttcctgcaa cttctactca gattcttcag 4020
ggtataactc gtgctgcttt gcaaacttca agcttcatgt cagctgcttc attccaggaa 4080
actacaaagg ttttgaacga agctgctatt aatggtaaga ttgataagtt ggaaggtatg 4140
aaagagaacg ttatctgcgg tcacttgata cctgccggta ctggtcaacg tgaatatgaa 4200
aagataattg ttggctctaa agaggaatat gatcgtattc ttgcaaataa gaaaacggtt 4260
cttgattata actcaatgga tgttgaagaa taa 4293
<210> 28
<211> 1221
<212> DNA
<213> Ruminococcus obeum
<220>
<223> isolation from intestinal tract, Ruminococcus obeum
<400> 28
atgaaaaaaa ataatttctt tacaagcctg cctttcaaac tgttagtcgg tgttatcatc 60
ggcatcattg caggtatcat tttaaacaaa acggacggtg cttcactgac tgttgcgatt 120
ctgaatatca ttgttacagt gaaatatgtt ctcggtcagc tgatcaactt ctgtgtacca 180
ctgatcatta tcggttttat cgcaccatct atcacaaagc tcggcaacag tgcctcccgt 240
atgctgggtg ttgctcttgt gatcgcttat gtatcttcta tcggtgcagc tcttttttcc 300
acaggtgcag gatatatact tatcccacat ctttccattg ttactgatgt agaagggctt 360
aagacacttc cggaagtcgt atttgaactt tccattccac agatcatgtc cgttatgagt 420
gctctggtat tttctatcat ggtaggtctg gctgctacat ggaatcagac aaagctgatc 480
accggtgtac tggatgaatt ccagaaaatc gtgctttcca tcgtatccaa gatcattatt 540
ccgattcttc cgttctttat cgcacttact ttctgcggac ttgcttacga aggatctatt 600
acccaacagc ttcctgtatt ccttcaggtt atcgtaatcg tactgattgg tcactttatc 660
tggatggcac tgctctattt tcttgctggc gcatattcac atgaaaaccc gatggaagtt 720
gttcgccact atggaccggc ttatctgact gcagtaggaa ccatgtcctc tgctgctact 780
cttgcagtcg ctcttcagtg tgcaggcaaa gcaaaaccac ttcgtaaaga tatggtacag 840
tttggtattc ctctttttgc caacatccat ctctgcggat ctgttcttac tgaagtattt 900
tttgttatga ctatttcaaa gatcctgtat ggctctatcc cggcacctgg caccatgatt 960
cttttctgcc tgctgctcgg aatcttcgca ctcggagcac ctggtgttcc gggaggaact 1020
gttatggcat ccctcggact gattaccggt gttctcggtt tcaacgaaac aggtactgct 1080
cttatgctga cgatctttgc ccttcaggac agctttggta cagcatgtaa cgttaccgga 1140
gatggtgctc tcacccttat cctcaccgga tacgccaaga gacacaatat taaagaacag 1200
aatatcagcg tagatttata a 1221
<210> 29
<211> 237
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 29
accgaagaac ctgctttcat ccggacgtac actggcagta cacatgtatg tactttccca 60
ggaaggtctg catacggatc aggcatttgc caccgcagtt attttgctgg taatggtact 120
tctgatcaac attttatctt ccgttatcgc aaagaaaatg cagagggact aaagtattgg 180
aatcttgatt acgaaacaaa agtgacagga aacgtatttg caaacagcaa tatgtga 237
<210> 30
<211> 1764
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 30
gtgaaacact ttatttctcg ccgcaatttc ctgaaggccg ccggtgtcac cgccgctgcc 60
tcggccatgg ccgctgccgt cccgcaggct tccgccggct ggctgacggg caaggacgcc 120
gccgtcacca tcctgtacac caacgacgta cacacctaca ttgataacaa gtcccccaag 180
ctgacctatg ccgccatcgc cgccctgaag cagggctatg ttgatgaggg caagcccgtc 240
ctgctggtgg acgcaggcga ccacattcag ggcaccgcct acggctcgat ggacgacggc 300
gcgaccatca tcgagctgat gaacgaggcg ggctacgatg tggccacgct gggcaaccac 360
gagttcgact acggcatggc ccgcgccaag gccgtcctca aggaagcgga cttcccctat 420
gtctcctgca actgggtgga cctgcgcacc ggtctgcgcg tcctgcctgc cgtcaagctg 480
ttccccgcag gcggcaagtg gatcgcattc gtgggcatca ccacccccga gtcctttacc 540
aaatccaccc cggcctactt catgaacgcc aagcagacca agtacatcta cgacattctg 600
ggcggtgacg acggcaagaa gctgtacgac gccgtgcaga agggcatcga caaggccaag 660
gcactgggcg cagacgtcat catcggtctg ggccatctgg gcgttgaccc ctcctcctct 720
ccgtggacca gcgaagaggt catcgccaac accaccggct tcgacgcctt catcgacggc 780
cactcccaca ccgtcatgga gaacaagcag gtctacgacg ccgccggtaa ggccgttacc 840
ctgacccaga ccggctccta cctcgccaat gtcggcaaga tgaccctcgc cgaggacggc 900
accatcacca ccgagctgat ctccaccgca gacgtctccg acgccgccgt ggccgctacc 960
gccgcaacgt ggatcaagga agtggacgag atgctgggcg agcagatcgc cgtcaccgac 1020
atcaacttct acatcagcga ccccgccacc ggcaagcgcc gcatccgctc gggcgagacc 1080
aacctcggcg actttgtggc cgacggcatc tacacctact tcaacgagat cgagcagctg 1140
gactgcgaca tcgccatgat gaacggcggc ggcatccgca ccgacgtgag cgcgggcgcc 1200
tggtccttca agacctgcaa gcagatcagc cccttcggca acgtggcctg cctgatggcc 1260
gtcaccggcc agcagatcca ggatgcgctg gagttcggtg cccgcttcgt cggcccggag 1320
ggcaaggaga acggcggctt cctgcacgtc gccggtgcga cctatgagat ccacaccgac 1380
atccccaaca ccgtccgcac cgacgacaag aacgtctggc agggcagcgc caccggcacg 1440
ccccgcgtcc agaacgtgcg catctacgac cgaaagaccg gcacctatga gccgctggac 1500
ctgaaccgca cctacgcgct ggccggtatg aactacaccc tgcgcaatct gggcgacggc 1560
ttcgccatgt tcgacggcgc agagctgatc aaggactatg tcgcggagga ctacctcgtc 1620
atgtccacct acgccatgat ctttgacggc gcgaccgagg gtatgccggt tctggcaagc 1680
gccaacagcc cgctggcaag ctaccccggc tacctgctgg attatgagaa cccgtatggc 1740
gcaggacgca ttcaggtcgt ctga 1764
<210> 31
<211> 1893
<212> DNA
<213> Dorea longicatena
<220>
<223> Dorea longicatena isolated from intestinal tract
<400> 31
atgaataagg gaaaacgtcc aattgggaag atccttatga tactgtcggt tgtattcttc 60
taccttccga tcctgtacat gattatattc tcatttaacg atggaaaatc acttacaagc 120
tttaccggat tttcgctgcg ctggtataag catatgctgg aatcggcaga tatgatggat 180
gcactgtcga cgacattcag tatcgcgctg cttgcgacat ttatctcaac agtagcggga 240
acaattgcag cgatcggagt cagcaagtcg aagaaactga tacgtgacct gatggagcag 300
gcgaataacc tgccgatcat gaacccggag atcgtaactg cgatcggatt catgttatta 360
ttcatcacat tccatgtgga aaaaggatac gttaccatgc ttctggcaca tattgcattc 420
tgtataccgt atgttatgtt atcggtaatg ccgaagatca agtcacttga tccgaacctc 480
gcagatgcgg cgatggactt aggtgcaaca ccgtggcagg cactgacaaa agttgtcgtg 540
ccgcagatca cgccgggaat cgtagccggg gcgctgatcg catttaccat gtcggtggat 600
gatttcatca tctcttactt tgtaaccgga cgtggtgtga agaacttaag tatcatggtg 660
tatacaatga gtaaacgtgt caacccgagt atcaatgcaa tctcgacact ggtggttgtg 720
atcatcacga tcgtacttgt gatcatcaat gctgcaccgg cactttttgc aaaacgtgcg 780
aagagaaaca gcatcggcag acgaaatgta ctgttaccgg cagttgcggt tgcgtgtgta 840
ctggcgatcg tagccggagt tgtgacatat aataacaaga aagagccatt gccattcgag 900
gggcagacgc ttcgtatcta caactggggc gagtatgtag gtgaacatat tatccaggat 960
ttccagaaag agacaggggc aacggtactt cttgaaaatt ttgattcgaa tgaacagatg 1020
tatattaagg ttgcaaatgg agaagcttac gacattcttg taccaagtga ttatatgatc 1080
cagagactca tttccgaagg atatttacag aaattggata agtcgaaact gaactgtatg 1140
gataaattat atgatgcggt caaaggactt ccgtatgatc cggagaatga atattctgtt 1200
ccgtatttct ggggaacagt cggaatcgtg tacgataaga caaaagtcga catcaaagac 1260
ctggaaaaag aaggctataa cattttcctg gatcagaaat ataaagggga catctatctg 1320
tatgactcag agagagattc ctttatgatg gcattgaagg cattgggata ttcgatgaat 1380
acgtctgacg aaagccagat ccaggaagcg tataactggc tggttcaatg tgtacagacc 1440
atgaagccgg agatcgttac cgatgagatc attgataaca tggcacaggg aaggaaggca 1500
cttggtctga tctattccgg agatgcgaca tatgtgatca atgagaatga aaacatggga 1560
tactacctac cggaaggcgg aaccaaccag tggtccgacg ccatggtcat tccgaagaat 1620
gcgaagaatc cggaacttgc acatgcattt atcaattatg caagtgatta tgacggagct 1680
tatgacaatt caagttatgt aggttataca tcggcgaata agaaggttat gaaagatctg 1740
tatggcaagg gcggagagtt cgaaggaatt gatgcatata taccaagaac agataataag 1800
aatgatgaag tctttgagta taatgaggag acgaagaaag agatcagtaa tctttggagt 1860
aaggtgaaga ttgcggctag taatacgaat taa 1893
<210> 32
<211> 996
<212> DNA
<213> Veillonella sp.
<220>
<223> isolated from the intestinal tract, Veillonella sp.
<400> 32
atgactatga tgaataaacc tgtagggatc attggtactg ggagcttcct tcctgacaat 60
gtagtaacaa actttgatct tgaaaaaatg gttgacacta acgaccaatg gattagagaa 120
cgtactggta tagaagaacg acgcattgca ccggaaggta tgaacacatc ctatatggca 180
acagaggcag ctaagaaagc attgcaaatg gctaaggtca atgcagaaga catcgatatg 240
attatctttg ctaccttaac accagatatg attattcctt ctgcagcttg tattttacaa 300
gctaacttag gagctaaaaa agcagcagct tacgatttac aagcggcatg ttctggcttt 360
gtatatggac tgattactgc agctagttat attagttctg gcatttataa gaaagtactc 420
gttgtagggg cagaaattct ttcccgtcga gtaaattgga atgatcgtgg cacatgtatc 480
ctcttcggtg atggtgcagg tgctgcagta gtatctgaag tacctgaagg ttacggtatt 540
aaaggtattg atatgggcgc cgacggcact ggtggaccag cactttgtat tccagcaggt 600
ggtactgctg tagttgctaa tgatcaacgc gtagaagaag gcttgacatt cattcacatg 660
gatggctctg aagtatataa atttgctgtt aaaacgatgg gacgtactgt tttaaaatct 720
ttagaacgtg ctggaatgga gctcaatgaa ttagattact tcattcctca tcaagcaaat 780
attcggatta ttgattcggc agcaaaacga ttacatctgc cgatggaaaa agtttttgtt 840
aatttacata agtatggtaa tacatctgcc gcgtctgtag cgattgctct tgatgaagca 900
aatcgtgaag gacatttcaa acgtggagat aatattgcgt ttgcaggatt tggtgcgggt 960
ctaacatggg caagcctagt cttgaaatgg tattaa 996
<210> 33
<211> 339
<212> DNA
<213> Eubacterium hallii
<220>
<223> isolated from the intestinal tract, Eubacterium villii
<400> 33
atgtcttttt ttgaagtgtt ttcagcatac tacaacaata attcaagtat cagtccttca 60
aaaaacaact ccacagaaag ccacatcctt ctggagccta ttcaaatccc tccagcaata 120
aatagaattt ccctccccag ccaaagcaca gcccccgaag agagtctagc cccctatatt 180
tgtggcctag actctcttcg ggggcgtctc tttgcctgcg gcaaattcat atttactctc 240
catagaagtg gaagccttcc tccctctgtt ttctccgaag agatcgtcgg atttctgccc 300
gctcccactc ttttcggtct tcttccgatt ctaaaataa 339
<210> 34
<211> 1017
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 34
atgaatgtta atgaaataag agaaaaaagt agaagtgtta ttggacctta ttgtaagtca 60
tgtccagtat gtaatggaaa agcttgttcg aataaaatcc ctggaccagg ggctaaggga 120
acaggaacag ttgctattaa aaattatgat gcttggcaaa agatagaagt taaaatggat 180
actcttgctg aaaataaaga aattgataca acctttaaaa tgtttggaaa aacatttaag 240
tatcctattt ttgctggacc agtaggagca gtaagtcaac attatagtga tttatataat 300
gataatatgt ttaatgaaat ttatgtacgt gcttgtgcaa aaagtgggat tgctgctttt 360
acaggggatg gtttaaatga agaaatcatg atgcatgcaa cacattatat taaagaaaat 420
aatggcattg gtgttccaac gattaaacct tgggataaag atacttgctt taaaaaatta 480
gatcttgcta atgaatcaaa tgcttttgcg attgctatgg atattgatgc tgcaggactt 540
ccttttttac aaggaagaat tcctccggct ggtagaaaga gtgtagaaga attaaaagag 600
attattgatt atgcccacgt tccttttatt gttaaaggga ttatgtcagt tgaaggtgca 660
caaaaagcgg tagatgcagg tgccaaagcg attgttgttt ccaatcatgg aggaagagtt 720
ttagatggga ctcctgcaac agcatgtgtt ttagaagaaa ttgctgatca atttaaagga 780
caagttaaaa ttattgttga tggtggtatt cgtagtggtt tagatgtttt taaagccctt 840
gctttaggtg cggatgcagt cattatagca agaccatttg ttaatatgat ttatggtggt 900
aaagatgaag gtgttgaagc ttatgttcaa cagttaggtc aagaattaga aaatacgatg 960
atgatgacag gtgtttcttc tttaagagaa atttctaaaa agaatattta taaatag 1017
<210> 35
<211> 2211
<212> DNA
<213> Coprococcus sp.
<220>
<223> Coprococcus sp, isolated from the intestinal tract.
<400> 35
atgttaaatc cgggaacgat gctcagcggt cgttatgaga tcatagaatt ggttggatct 60
ggcggtatgt cagaggtata taaggcaaaa tgtcatgtgt taaacagata tgttgccata 120
aaggtgctta agcctgagtt cagctcagac gttaattttg ttacaaagtt caggatagag 180
gcccagtctg cggcggggct gtcacatcct aatattgtga atgtatacga tgtcggtgag 240
gacaacggaa tatattatat agtaatggag cttgtggagg gaaccaccct caaggaatat 300
atacaggccc acggtagaat agagcctatg caggcgattg attttgccat acagatagcc 360
cagggacttc aggcagccca tgagcatcac acgatacaca gagatataaa gcctcagaac 420
atcatcatgt cgaacaacgg cacgctgaag gttactgatt tcggaatcgc aagagccgca 480
tcgtcaagca cgaccacgac aaatgcgatg ggcagtgttc actacatatc accggagcag 540
gcaaggggcg gattctcaga tgagagaagt gatatttatt cactcggtat caccatgtat 600
gagatgctca caggacatgt tccatttgaa ggcgagaaca atgtggctat agcgctgatg 660
cacattcagg gcgagatggt atcacctagg gagtattacc cggatatacc tacaagcctt 720
gagaagatca taagaaagtg tacacagaag aagccggaga gacgatatct cacagcaaat 780
gcgcttatag ctgatctcaa cagagtaaaa gagaatccta atatagattg tatagtagtg 840
cctaagacca gcgttcctac atcccctacc attgagatga caaagcagga gatggagatg 900
atcaagaccg gaagacaggt cgataaggca gatactacgg aggttccacc tgtaagtccg 960
agaacgtcag agatcaaggc taacgtgcca gttatgccgc cgtcacagtt cgacgatctg 1020
ttcccagatg acgacgatga agaggatgat acggacgagt cagtggcaga tgatggagaa 1080
caggagcagg aatacgatgg agaagaggag cttgatccaa gacttaagaa gataatcatg 1140
gtatcaagta ttgccatcgc ggtggttctt gccatacttg ccatacttct cataggcaag 1200
atagccggct ggaatattct gggcggtaag ggtaagacgg aggaaagcac cgatgtcata 1260
accatagagg gatcgaacga cacaactgca caggagacag tacctatggt caatgtagta 1320
ggtctgtata agactgcggc tgaggagcag atgaagaaga atggcttcac caactataca 1380
tttgtggaga agacagatgc cacagttgag aagggctatg taatatcaca gagtatagat 1440
gatggaacat ccataacaaa ggatacacag ataactattt acgtgtcatc tggcaaggaa 1500
aagaccaagg tgccgaatgt tctcggatat gaggacagtc aggccacaac attgctcgag 1560
gaggcaggac ttaaggtaac acatggctat gcgtacgatg ataatgttga gaaggatcat 1620
gtaatatcct cagatcctgt tgccggaaca gaggttgagg agggctcaac agtcaagata 1680
atcatcagta acggtaagga gactaagaag atcgcagttc ctaacctcaa gggtaggtct 1740
gaggcagatg cagcagctaa gcttcaggag gtcaacctgg taggcaatcc aagctatgag 1800
tacagcgatg atgtgaagga aggccaggta atatcacaag atcctgaggt caacactgag 1860
gttgacgagg gaactaccgt gtcatatgtt gtcagtaagg gacctcagaa ggttacatac 1920
tctgtatctt tcagcggttc aatatcgaat atagagtttg attttgatac atttggaagt 1980
gtgacagttg acatctcata cacaataggc agacagacat tctctgtata cagcggcaag 2040
gctggtgcag gagacttccc tatcaatata gatggagttg agggtcctac aggacttgag 2100
agcaaccagg gatcattctc tgtgaccatc acggattcag agggaataga tgtcacatca 2160
agctttaaca cgggcggttt gtccgctaca tttacacagg agagtaatta g 2211
<210> 36
<211> 930
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 36
ttggaaagat acggttataa tgttattata ttaacaatat ttttaaaaca aatggaggat 60
ctcattatgt tagtttcagc aaaagaaatg cttgaaaaag caaaagcagg tcactatgca 120
gttggtcagt tcaatatcaa taaccttgag tggacaaaag caatcctgtt aaccgctcag 180
gagaataatt ccccggttat tcttggtgtt tccgaaggtg ccggcaaata catgactggt 240
tacaaaacgg ttgttggtat ggtaaatggt atgctggaag agttaaatat cactgttccg 300
gttgcattac atctggatca cggcagctat gatgcctgct acaaatgtat cgaagctggt 360
ttttcttctg taatgtttga tggttctcat tatccgatcg aagagaatgt tgcaaaaaca 420
aaagaacttg ttgctgtatg caaagagaaa ggattatctc ttgaggcaga agttggttcc 480
atcggcggtg aggaagacgg cgttgtcgga atgggcgaat gtgcagatcc ggatgagtgt 540
aaatctatcg ctgatcttgg agtaacaatg cttgcagctg gtatcggtaa tattcatggt 600
aaatatccgg aaaactgggc aggattaagc tttgagactc tggatgcgat ccagcagaag 660
accggtgata tgccattagt tcttcacggt ggtacaggta ttccggatga tatgatcaag 720
aaagcaatct ctctcggtgt tgcaaaaatc aacgtaaata cagagtgcca gcttgtattt 780
gctgaagcta caagaaaata tatcgaagag ggcaaagacc tggcaggtaa gggattcgat 840
cctagaaaat tacttgctcc tggttttgaa gcaatcaaag caaaagtaaa agagaaaatg 900
gaaattttcg gttctattga caaagcctga 930
<210> 37
<211> 522
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 37
gccgatgccg gagggcgtgg taccatagcg cgaacgcaaa atcggaaaag tgaggcccag 60
atggtcgatc aggaaaaagt cgaggccgcc attaagctgt tgcttgaggg cataggcgag 120
gacccaactc gtgagggcct gctggagacc ccggcgcgcg ttgcccgtat gtatggcgag 180
atcgccggcg gtatggacca gagtgccgag gagcacctgt ccaaaacctt tgccgtcgct 240
tcgaacgatt tggttatcga gcgcgacatc acgttttact cgctgtgcga gcatcatctg 300
ctgccgtttt acggcaaggc tgccattggc tatatcccca acggccgtgt cgcagggctt 360
tctaagcttg cccgcacggt agaggtctac gcccgtcgtc tgcagctgca ggagcagttg 420
tgcgcacaag ttgccgatgc cctcatggag tatctcgctc cccagggagc gattgtgctc 480
atggaagctg agcatatgtg catgaccatg cgcggcgtgc aa 522
<210> 38
<211> 2826
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 38
atgaagaaac ttattgcaat gacactactg ctcggaggca gtactctgct ctgcgcacaa 60
aagaccgtga agataccggc tgtgtacaaa cccgtcaaaa acgagatgta caaaaaaggc 120
tggattgatt tcaacaaaaa cggagtgaaa gatgtgtacg aagaccctaa tgccacgctg 180
gatgcacgta tcgaagatct actcagccag atgacactgg aagaaaagac atgccagatg 240
gtaaccctct acggttacaa acgtgtgcta aaggacgacc tccccacccc cgaatggaaa 300
cagatgcttt ggaaagacgg catcggtgcc atcgacgaac acttgaacgg ttttcagcaa 360
tggggacttc ccccatcgga taatccctat gtatggccgg catcccgcca tgcctgggca 420
ctgaacgaag tgcaacgctt cttcatcgaa gagacgcgtc tcggcatccc cgtagatttt 480
acgaacgaag gtatccgagg agtagaaagt taccgtgcca ccaatttccc cacgcaactg 540
ggattgggac atacctggaa ccgcgaactg atacgccaga ttggactaat caccggacgg 600
gaggcccgta tgctgggata taccaatgtg tatgccccca tcctcgacgt cggtcgtgac 660
cagcgctggg gacgctatga agaagtatat ggtgaatctc cttacctcgt tgccgaactg 720
ggtattgaaa tggtacacgg catgcaacat aaccatcagg tagcagcaac cggaaaacat 780
ttcgttgctt acagtaacaa caagggcgcc cgcgaaggta tggcacgtgt agacccgcaa 840
atgtcaccgc gcgaagtgga aatgatacat gtctacccct tcaaacgggt gataaaggaa 900
gcaggactat tgggagtgat gagttcgtac aatgattacg acggtgtccc catacaaggc 960
agttattatt ggctgactac acgcctgcgt ggcgagatgg gattccgggg gtatgtggtt 1020
tcggacagtg atgccgttga atatctctat accaaacaca gcaccgccaa agacatgaaa 1080
gaagccgtgc gccaaagtgt agaagccggc ctgaatgtac gttgcacctt ccggtcaccg 1140
gattcatatg tattgccttt gcgcgaattg gtaaaggagg gcggactaag cgaagaagtt 1200
attaacgacc gtgtacgtga cattctgcgt gtaaaattcc tcgtagggct gttcgacgct 1260
ccctatcaga ctgaccttgc aggagctgat aaagaagtag agaaagctga gaatgaagcc 1320
tttgcactgc aagcctcacg cgagagcctc gtcttgttga agaatgaaaa caacgtgttg 1380
ccattggata tcaacaacgt gaagaaaata gcagtctgcg gccccaatgc ggacgaagag 1440
ggatatgcac tgacacacta cggtcctttg gcagtagaag taaccacagt gctggaaggc 1500
attcgtcaaa aatccgaagg taaagcggaa gtgctctaca ccaaaggctg tgaccttgta 1560
gatgccaatt ggccggaaag cgaacttatc gactatccga tgacagatag cgaacaagct 1620
gaaatcaata aagcagtaga aaacgcacgc caggcagatg tagccgtagt ggtattagga 1680
ggcggacaac gcacctgcgg tgagaataag tcacgcagca gtctcgacct tccgggacgg 1740
caactgaaac ttctccaagc tgtgcaggca acaggtaagc ccgtcgtgct ggtattgatt 1800
aacggccgtc cgctttccat caattgggcg gataagtttg ttcccgccat tctggaaacc 1860
tggtatccgg gctctaaagg tggtacggca gtggccgatg tactcttcgg agattacaat 1920
ccgggcggaa agctgactgt taccttccct aaaagtgtgg gacaaatccc tttcaatttc 1980
ccttgcaaac cttcttcgca gattgacgga ggaaagaatc cgggaccgga tggaaatatg 2040
tcacgtgtca acggtgcact ttatcccttc ggttacggtc tgagttatac caccttcgag 2100
tattccgata ttgagatcag cccgaaagtg ataactgcca atcagaaagc aaccgtgcgc 2160
tgcaaagtta ccaataccgg aaagcgggta ggcgatgaag tagtgcaact ctatatccgc 2220
gatatgttaa gcagcgtcac cacttacgaa aagaaccttg cagggttcga gcgtgtccat 2280
ctgcaaccgg gagagacgaa agaaatcacc ttcaccctcg accgcaaaca cctggaacta 2340
ctggacaaac acatggaatg ggtggtagag cccggagact tcagcgtcat ggtaggcgcc 2400
tcttccgaag acatccgcct gaatggaatg ttgacagtag aagacccgaa cgctcctgta 2460
caaacgcaag cccaaacaga cagtcccgtg actgccagca ccaatccgga aagcgtaatg 2520
aacgtacttg ataaaaaaat gaatactgtt tgggagggaa ataaaggaga ttatattacc 2580
tttgccttag agaacggctc caaggtagat ggtgtttcca ttgcattcag cagaagcaac 2640
ggtctgccgg cagagtttga gatacagctt tcgggcggtg gcggacagtt cctgacggtt 2700
tattcgggca cagtcagcga gtacggcaag ctgatttcat acacgttcaa gggaactact 2760
gccagcgact tgcgcatcgt gctgaacgat gaccgcgtag gggtggcgga agtgaaactg 2820
gaataa 2826
<210> 39
<211> 1224
<212> DNA
<213> Eubacterium hallii
<220>
<223> isolated from the intestinal tract, Eubacterium villii
<400> 39
atgcaagaga gaaatttaaa ggtaatagaa ggtttattgt ttgtcctttt tattttgtta 60
tggggcttat ttttatcggg aggaagtgga aaggtaaagc ggagaacact ctctttatgg 120
caatatattc cagtgcacac ggaggtgttt catgattttt ttgaaaatag tataagaaaa 180
gggcagtatg aattgacgcc aattcttgga tacgatacat acgagggggg aaagggaatg 240
ctccttcctt tttttcgaaa tggaatgcag gaggagcttt tcccaattca aagatttgcg 300
cttgattact ggaaaggaaa ggggtactat aaggcaaaat acagtgatac ggtgccggat 360
tattttacag aatcggatga tcagtctgta gaagaaaaga aaaaagatcc tggaaaaatg 420
aagcagatgg gaacgggaag agcctataca ataaaagaac tggcaagtta ttcttttttg 480
ctggaacatt tttatattgt ggatgagaca acatctatga caaaacagga tttaaatgga 540
acaaagcttg tgacgatgga tttgtctgca aaattaggaa aggaggagcc actggttctt 600
atttaccata cacacggaag tgaaacgtac aaaaaggtaa atggaaaaga aggttctgtg 660
attgaagtag gaactgctct gacaaaagaa ctggaaaatg tctacggaat aaaaacggta 720
catgacaaat ctgtttatga tatggtagac ggacagcttg accgcaatgc cgcttataac 780
tttgcaggtg atagtgtgga ggcggcactt aggaaaaatc cttcggtaaa agtagtgatt 840
gacctgcaca gggattctgt agaaaataat attcaccttc gcacaaaagt caatggaaag 900
tctgcagcac agattatgtt ttttaatgga gtcagccgcc ttgcaagtaa gggggatatc 960
ggttatcttt ataatccaaa caaggaggca aatctggcat tcagcctgca gatgcagctt 1020
ttatgtggaa aatattatcc agatctgaca cgaagaatct atataaaagg ctaccgttat 1080
aaccttcatt tagcaaaaag agcgatgctt gtggaggtag gagcacagaa caatacagta 1140
gaggaagcga aaaatgcaat gcaaccatta gctgagatgc tatatcggct cttatctggg 1200
gaaaaatctt ataaaaagaa ttaa 1224
<210> 40
<211> 702
<212> DNA
<213> Klebsiella oxytoca
<220>
<223> Klebsiella oxytoca isolated from intestinal tract
<400> 40
atgaataaga tcctgctgca atgcgacaac ctgtgcaaac gctatcagga aggcagcgtg 60
caaaccgacg tgttgcatga tgtcagcttc agcattgaag agggcgagat gatggcgatt 120
gtcggcacct ccggttccgg caaaagtacg ctgctgcatc tgcttggcgg gctggatacg 180
ccgacctccg gcgacgttat cttttccggt cagtcgatga gccgactctc agccgccgcg 240
cgcgccgatc tgcgcaaccg cgagctgggc tttatttatc agtttcacca cctgctgccg 300
gatttcaccg cgctggaaaa cgtggcgatg ccgctgttaa tcggtaaaca gaaggcggcg 360
gatattgagc gtcaggcgaa agcgatgctg cgcgccgtcg ggcttgagca ccgcagcgac 420
caccgcccgt cggagctctc cggcggcgag cgtcagcgcg tagcgattgc ccgcgcgctg 480
gtcaataaac cgcggctggt gctggcggat gaacctaccg gtaaccttga tgcccgcaac 540
gccgacagca tttttcagct gcttggcgaa ctgaacgtgg cgcagcgcac cgcctttctg 600
gtggtgaccc acgacctgca gctggcaaaa cggatgagcc gccagctgga gatgcgcgac 660
gggcgcctga ccgccgaact ctccctgatg ggggctgagt aa 702
<210> 41
<211> 2487
<212> DNA
<213> Bacteroides xylanisolvens
<220>
<223> isolated from the intestinal tract, bacteriodes xylanisolvens
<400> 41
aaaagcaatt ggaaggaaat gaataaaaag agattaatcg gatatctgtt cgtcacgatg 60
tctgttggtt gtattcaggc gcaggaacag aagtcttctg tacccgaata caagctatgg 120
tacgactgtc ccgcacaggt atggaccgag gcattacccc ttgggaatgg tcgtttgggg 180
gccatggtat atggaacacc aggcacagaa caaatacaac taaacgaaga aagcatttgg 240
gcgggacgtc ccaataataa cgccaatccg aatgcactgg aatatattcc gaaagtgcgt 300
gagctggtct ttgccggaaa atatcttgaa gcacagacac tggccacaga aaaggtgatg 360
gcaaagacta attcaggaat gccataccaa agttttggtg acctgcgaat cgcttttcca 420
ggtcatacac gttattccaa ttattacagg gaattaagtc tggattccgc acgtgcaatc 480
gtacgttatg aagtagacgg agtgcagtat caacgcgaaa cgattacttc atttaccgat 540
caggtagtaa tggtacgact gaccgccaat cgtcccggac aaattacttt caatgcacaa 600
ctcacttccc ctcaccagga tgttatgatc gcttctgaag agggaaactg tgtgacactc 660
tcgggagtct cttccttgca tgaaggatta aaagggaaag tagaatttca aggcagattg 720
actgctaaaa ataaaggtgg gaaaatagct tgtgctgatg gaatactttc tgttgagaaa 780
gccgacgaag cggttatcta tgtatccatt gcaactaatt tcaacaacta tcaagatatc 840
accggtaatc agacagagcg ggcaaagaac tatttggcga aagcaatggt tcatccgttc 900
attgaatcga agaagaatca tgttgatttt taccgacaat atctgacacg cgtttctctt 960
gatttgggac gagaccaata tgcgaatgta accaccgata agcgtgtgga gaatttcaaa 1020
aacaccaatg acacacatct ggttgccacc tattttcaat tcggacgtta tttgttgatc 1080
tgttcttccc aaccgggagg acaacccgcc aatttacaag gaatttggaa tgacaaatta 1140
ttcccttcct gggatagcaa atatacttgt aacatcaatt tggaaatgaa ttactggcct 1200
tcggaagtaa cgaatctaag tgaactgaat gaaccgttat tccgtctgat aaaagaagtg 1260
agtgacacag gtaaagagac ggctaagatt atgtatggag ccaacggatg ggtgttgcat 1320
cataacacgg atatatggcg tattacagga gcagttgaca aagctccttc gggtatgtgg 1380
cccagtggtg gcgcatggct ttgccgacat ctttgggagc gttatctata caccggagat 1440
gtggaattcc tgcgttctgt ctatccgata ctgaaagagt ccggacgttt ctttgatgaa 1500
attatggtga aagaacccgt acacaactgg ctggtagtct gccccagtaa ttcaccggag 1560
aatgtacatt cgggaagtaa tgggaaagct actacagctg ccggatgcac catggacaac 1620
caattgattt tcgatctttg gacagcaatt atatctgctt ctcaaatact ggatacagat 1680
caggagtttg cctctcatct gacacaacgt ctcaaagaaa tggctcccat gcaggtggga 1740
cattgggggc aattacaaga gtggatgttc gactgggatg atccgaagga cgtacaccgt 1800
cacatttctc atttgtacgg actcttcccc agcaatcaga tttcccctta ccgtactcct 1860
gaattatttg atgcagcacg tacttctctg attcaccgtg gcgacccgtc gaccgggtgg 1920
agcatgggat ggaaagtttg cctttgggca cgcctgcttg atggtgacca cgcctacaag 1980
ctgataactg accagctgac tctcgtacgc aatgaaaaga aaaaaggaag cacctaccct 2040
aacctgttcg atgcgcaccc accatttcag attgatggaa actttggttg tgccgcaggc 2100
attgcagaga tgttgatgca aagctacgac ggttttatat atttgcttcc cgcactgcct 2160
accgtttgga cagaaggttc tatcaaagga attattgccc gtggaggttt cgaacttgat 2220
ttgagttgga aaaacgggaa agtcagccga ctggttgtca aatctcataa gggaggaaat 2280
tgtcgtttac gttcgctcaa cccattaacc gggaatggct tgaagcgtgc caaaggtgaa 2340
aatccgaacc ctctttatgc agtccccacc attccggagc cattgattaa cgaaaaggcc 2400
aacttgaaca aagtggaaat tgcagagaca tacctctatg acctacctac caaagcagga 2460
aaagaatatg tattgattgg aaaataa 2487
<210> 42
<211> 2385
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 42
atgcaggaca tatataaagt agaaacacat cctctggcgt taagtgaaaa tatgatcaca 60
ggggataaat acaggattac gtttctcaca gagggattga tccgtctgga gtatgatgag 120
gagggcgtat ttgaggatcg ccccacgcag atggtgtttt ttagggattt tccgaaaacg 180
gactatcgtg tagtgcgtac agaggatgga atcgaggtcc atacgaaaag aatccacctt 240
atttacaatg agaaggaatt taccagctgg ggattaagta ttcaggtaaa aggaaaccta 300
agtgcctatc acagcatctg gcactacgga gaagaaatcc atgatctgaa gggaactgcc 360
aggacactgg atatggtgaa cggagctaca gagctggagc atggtattct ttccaggttc 420
ggatattctc tggtggacga cagcaggtcg caggtgcttt tgccggacgg ctggatcgag 480
gcaagaagaa agggcatcaa ggatctgtac ttcttcggat acggacatga ctacaaagaa 540
gcacttcatg atttttacag actctgcgga aaaacaccga tgcttccaag gtttgctctc 600
ggaaactggt ggagcagata ttataaatat tctgaagaaa gctacaatga gctgatggat 660
aaattccagg aaaaaaatat cccatttacg gttgcagtca ttgatatgga ctggcatgtg 720
accgatgttg atccgaaata cggaagtggc tggaccggat atacctggaa taaagagctc 780
ttccctgacc cgaagcgttt tctggatggt ttacataaaa gaggaatgcg taccacatta 840
aatgtacatc ctgcagacgg cgtgcagggc tgtgaagaaa tgtatgagga catggcaaag 900
gccatgggtg tggattatga aaatgaagat ccggtagtat gcgatccggc aagtccgaaa 960
tttatagaag cctatttcaa atatcttcat catccgagag aggaagaagg tgtggatttc 1020
tggtggatcg actggcagca gggaagcaat tgtaagatcg agggtcttga tcctctttgg 1080
atcttcaatc acttccattt cctggacagt gccagaaacg gaaaacgtcc catgaccttt 1140
tccagatatg caggtcccgg aagccacaga tatccgatag gcttttccgg agatactcat 1200
attacctggg attcccttga ttttcagcca tactttacat ccacagcctc caacatcggt 1260
tatggatggt ggagtcatga tattggtgga catatgcttg gatataagga tgacgagatg 1320
accgcccgct ggacacagta cgggatcttt tctccgatca tgcgtctcca cagctcatgc 1380
agtgacttca acggaaaaga gccgtggcgt ttcaaaaagg agacagaggt tgtcatggaa 1440
gaagctctcc gtgagcgcca cagaatgatg ccgtatcttt atacaatgaa ctacagaagc 1500
taccaggaag atcttcctct ggtggagccg atgtattacg aatatccgga ggcaccggag 1560
gcatatgcag taaaaaatca gtactttttc ggaaatcagc tgatggtagc ggctgtgaca 1620
acaccgagag taaaaggcct taatgtagcg aagacggcag tatggctgcc ggatggggta 1680
tggtatgata tttacacagg tctgcgctat gagggtggac gaatggtgga tatgtaccgt 1740
actctggaca gtatcccggt tcttgcaaaa gcaggcggca ttctggtgat gaccgatgag 1800
atccgtggaa cagaggcgga aaagaatccg gaaagcctga atatccgggt attcccgggt 1860
gctgacggaa gcttcagatt gtatgaggat gacaacgaaa cctgtgctta cgaaaatggt 1920
gcctgtgtat ttacggaaat ggattataag gaaaagaatc agggagtgtt taccattcat 1980
cccgcacagg gaaaaacaga gctgatcccg gcaaagagag cttataccgt ggagttctgt 2040
aattttgcga aaacaggcac agatactgtg aaggttctgg ttaacggagc agagactgag 2100
gctgctgtaa aatatgagga gaagcttcag aagatctgtg tggaagtggc agcagataca 2160
gcggcagagg tgcagatcat tctcgcagga gatgtagcgg ataatcgtat agagaaacgt 2220
atctttgatt tcctgaacca ggcagagatt ggttttgtgc tgaaggacag attatatcag 2280
ctgatcacag ccggaaagaa gctgccggtt cttctgtcgg agcttcagtc tatggaactg 2340
gaaaaggatc tttacggagc actgatggag atcctgactg cgtaa 2385
<210> 43
<211> 2520
<212> DNA
<213> Haemophilus parainfluenzae
<220>
<223> Haemophilus parainfluenzae isolated from intestinal tract
<400> 43
atgactgaag atgtaaaaaa tgcggatgcg aatgcaccga aaaaactaag tattcaacgc 60
agaacaaaaa caaccgtaag cagtacaaca gctggcggta aagcaaaagc ggtacaagtt 120
gaagttcgta aaaaacgcac tgtgccaaca gatgctgcgc gaaaagccgc tgaggcagaa 180
aaattaaaag cacagcaaga agcagagaag aaagcggcag aagaaaaagc acgtttagct 240
gctgaaaaag ctgcagcgga aaaagcgaaa gccgaaaaag cgaaggttga agcagaaaaa 300
gcagcgaaac cagcacaaag tgcggttgaa aataaaccta aatctgttga tccagaaaaa 360
gaaaaacgta aagcggaaga agcagaactt cgtcgcaaag cggaagagct ggctcgtcaa 420
aaggctgaag agcaagcacg taaagcagct gaagatgcta aacgttatgc tgaagcggat 480
acatcaagca atgaaagcgc atcagaagat tatactgatt acaatttaag ctctcgttat 540
gctttagaag cagaagatga agaagaacgc cgtaatgaaa atcgtggtcg cggcaaaaat 600
aaaatggcta aagcgaaaaa agaacgcgat gacgtgaagg gcggtaataa aaatgagcgt 660
gaatctaacc gtaaaaatca aaaagacggt aaattcggta aaggtaaaaa tggtaagaaa 720
ggtgcagcat tacaacaagc cttcacaaaa cctgttcagg ttgtgaaaca ggatgttgtt 780
attggtgaaa caattaccgt tgcggaatta gcaaacaaaa tggcaaccaa agcgactgaa 840
atcatcaaag ctatgatgaa gatgggcgaa atggtaacca ttaaccaagt gcttgaccaa 900
gaaacagcac agttagtggc tgaagaatta ggtcacaaag tgattcttcg caatgaaaat 960
gaacttgaag aagaagtatt aggcgatcgc gatgttaatg ctgaaaaagt aactcgtgca 1020
ccagttgtaa cgatcatggg gcacgttgac catggtaaaa cctcattgct tgactatatt 1080
cgtaaagcga aagttgcagc aggtgaggcg ggtggtatta ctcagcacat cggtgcgtac 1140
cacgtagaaa tggatgacgg caaaatgatc accttcttag atacgccagg acacgccgca 1200
tttacctcaa tgcgtgcacg tggtgcgaaa gcaacagata tcgtcgttct tgttgttgcg 1260
gcagatgatg gtgtgatgcc tcaaaccatt gaagcgattc aacacgcgaa agcagcaggt 1320
gcgcctttag tggttgcagt gaacaaaatt gataaaccag aagcaaatcc agaccgagta 1380
gaacaagaat tacttcaaca cgaagtgatt tctgagaaat tcggtggtga tgtgcaattc 1440
gttcctgttt ctgcgaagaa aggtaccggt gttgatgact tattagatgc catcttgctt 1500
caatcagaag tacttgaatt aacggctgta aaagacggta tggcaagcgg tgtagtgatt 1560
gaatcttacc ttgataaagg tcgtggtccg gttgcgacaa ttcttgttca atctggtact 1620
ttacgtaaag gtgatatcgt actttgcggt tttgaatacg gtcgtgttcg tgcaatgcgc 1680
gatgaaaacg gtaaagaaat cgatgaagcc ggcccatcta ttcctgttga ggtgttaggt 1740
ctttcgggcg tgccagcagc gggtgatgaa gcaactgtag tacgtgatga gaaaaaagca 1800
cgtgaagtag cattacaccg tcaaggtaag ttccgtgaag tgaaacttgc tcgtcagcaa 1860
aaagcgaaac ttgaaaatat gtttagtaat atggctgaag gtgatgttgc tgaactgaat 1920
atcatcgtga aagcagacgt acagggttct gtggaagcga ttattcaatc gttacaagat 1980
ctttctactg atgaagtgaa agtgaaagtt gtgggttctg gtgtcggtgg tatttctgaa 2040
actgatgcaa ccctagcggc agcctctaat gcgattattg ttggctttaa cgtacgtgcg 2100
gacgcttctg ctcgccgtat tatcgaagca gaaaatattg accttcgtta ttactctatc 2160
atttatgaac tattaaatga tgtgaaagca gcgatgagcg gtatgctaca acctgaattc 2220
aaacaagaaa tcattggctt ggctgaagtg cgtgatgtat ttaaacatcc gaaatttggc 2280
gcaatcgcag gttgtatggt gactgaaggt gtagtaaaac gtaacaaccc aatccgcgta 2340
ttacgtgata acgtggtaat ctttgaaggt gaattggaat ctctccgtcg ctttaaagat 2400
gacgttgctg aagtccgtaa tggtatggaa tgtggtatcg gcgttaaaaa ttacaatgac 2460
gtaaaagtcg gcgaccaaat cgaggtgttt gaagtcgttg aaattaaacg ttcaatctaa 2520
<210> 44
<211> 3558
<212> DNA
<213> Eubacterium hallii
<220>
<223> isolated from the intestinal tract, Eubacterium villii
<400> 44
atgcctagag caaaacagtc tatggatgga aataccgcag cagctcacgt agcatatgcg 60
tatacagatg ttgcagctat ctatcctatt acaccatcta gtccaatggc tgattccgtt 120
gaccagtggg cagcagcagg acaggaaaat atttttggta accaggtagt tgttagtgag 180
atgcagtctg aggcaggtgc agcaggtact gttcacggtt ctcttgcagc tggtgctatc 240
acaacaacat ttacagcatc ccagggtctt cttcttatga tccctaacat gtataagatc 300
gcagctgagc agcttccatg tgtatttgat gtatctgcac gtacagttgc tacacagtct 360
ctgaacattt tcggtgacca cagtgacgta tatgcatgtc gtcagacagg atttgctatg 420
ctggcagaaa ctaacccaca ggaagttatg gacttaagcc ctgtagcaca tcttgctgca 480
atcgaaggta aagttccatt catcaacttc ttcgatggtt tccgtacatc tcatgagatt 540
cagaagatcg aaaaatggga ttatgcagac ttaaaagaaa tgtgcaacat ggatgcagtt 600
aaagctttcc gtgagcatgc tcttaaccca gaacacccag ctatgcgtgg ttctcacgaa 660
aacggtgacg ttttcttcca gcacagagaa gcttgtaact ctgtttacga agctttacca 720
gctgttgtta agaaatacat gggcaaaatc aacgaaaaac tgggaactaa ctacgattta 780
ttcaactact atggtgcaga agatgcagac cgcgtaatca tcgctatggg atctatctgt 840
gacgtagcag aagaagtaat tgattactta acagcaaaag gtgaaaaggt tggtttaatc 900
aaagttcgtt tatatcgtcc ttgggtatct tctgcattat tagacgttat tcctaagaca 960
gctaagaaga tcgctgttct tgaccgtaca aaagagcctg gagcattagg agatccttta 1020
tatcttgatg ttgctacaac tcttagagaa gcaggtctta acgatatcgt tcttacagct 1080
ggacgttacg gattaggttc taaagatact cctccttcat ctgtatttgc tatttataaa 1140
gaacttgaaa aagacgctcc aaagagccgt ttcacaattg gtatcgtgga tgatgttaca 1200
aacttatctt taccagaagt taaaccagct cctattacat ctgctcctgg tacagtagag 1260
tgtaagttct ggggtcttgg tggagacggt actgtaggtg ctaacaagaa ctctacaaag 1320
atcatcggtg accacacaga taaatacatt caggcatact tccagtatga ctccaagaag 1380
acaggtggta ttacaatttc tcaccttcgt tttggtgaca atccaatcag aagcccatac 1440
tacattaatc aggctgactt cgtagcatgt cacaacccat cttatgtagt taaaggttac 1500
aagatggttc aggatgttaa accaggcgga atcttcatga tcaactgcca gtggtctgat 1560
gaagaattag atcatcatat gcctgcagca gctaagaagt atattgctga caacaacatt 1620
cagttataca caatcaacgc gattgataag gctattgaga ttggtatggg taaacgtact 1680
aacacaatct tacagtccgc attcttcaaa ttagcgaaca tcatgcctat cgacgaagca 1740
gtagaattca tgaaagcagc agctaagaag tcctacagca agaagggtga cgctgttgta 1800
gagatgaact acaaagctat cgacgctggt gtagatgctg ttcataaagt agagattcca 1860
gcttcctggt ctaacccagc tgctgatgct cctgctaaag aacttacagg acgtccagag 1920
acagttaaga tggttaagga aatgatggaa cctatcggaa tcatggatgg tgacagcctg 1980
ccagtatcta cattcgtaga caacgctgac ggacagttcg aacttggtgc ttccgcatac 2040
gaaaaacgtg gtactgctgt atctgttcca gaatggaatc cagaagcttg tatccagtgt 2100
aaccagtgtg cgtttgtatg ttcccatgct acaattcgtc ctttcttagt aagcgaagac 2160
gaaattaagg cagctcctga caacatgaaa gttgcagata caaagccaaa ggcaagcgaa 2220
tacaaattta caatgagcgt atctccatta gactgtatgg gatgtggtga gtgtatcaca 2280
gtttgtcctg ctgcagctaa gggcgcatta aagatggttc cacaggaaag ccaggcagca 2340
gaacagccag tattcgatta cttagttgca actgttggaa gaaaaccagg tgctcctgca 2400
gatactacag ttaagggatc tcagttcaac cagccattac ttgagttctc cggatcttgt 2460
gcaggatgtg cagagacatc ttacgctcgt ctgattactc agttattcgg agagcatatg 2520
tacatctcca acgcaacagg atgttcatcc atctggggtg gtcctgcagc aacagctcca 2580
tatacagtaa acaaagattc caaacaggga ccagcttggg caaactcctt attcgaggat 2640
aacgcagagc acggctttgg tatgtatctt ggacagaaga ctttacgtga tcaggctatc 2700
gctaaattag agaagatggc agcatccgat aaagcatccg atgaatttaa agcagcattt 2760
gctaagttca tggaaacaaa agacaataca aaagaaaata cacctgatgc tcaggcatta 2820
atcgctgagg tagaaaaagc agcagcagct ggatgcccag atgcagcaga agtattagag 2880
aagaaacagt atctcgctaa gaagtccgta tggatcttcg gtggtgacgg atgggcatat 2940
gatatcggtt tcggtggatt agaccatgta ttagcttccg gtgagaacgt aaacgttatg 3000
gtattcgata ctgagatgta ctccaacaca ggtggacagg cttctaaagc ttctaacatc 3060
ggtgaggttt gtcagttcgc agcagctggt aaagaaatca gcaagaagag ccttgcagag 3120
atcgctatga gctacggata cgtatacgtt gcacagattg ctcttggtgc taaccctaac 3180
caggcagtta aatgtcttgc agaagcagaa gcttacaacg gaccatccct gatcatcgga 3240
tacgctccat gtgaacttca cggtatcgct aagggtggta tgaaccactg ccaggatgag 3300
atgaagaaag ccgttaaggc tggttactgg aacctcttct ccttcgaccc agctaagaaa 3360
gctgaaggaa agaatccatt cacattaaca tctaaagaag gcgatggatc atatcaggaa 3420
ttcttaaata acgaatcccg ttacactcgt ctgattaagc cattcccaga aagagctgaa 3480
agactcttca acgaatctga gaaggttgct aaggctcgtt acgagcacct gcagagactc 3540
gttgagcttt ataaataa 3558
<210> 45
<211> 387
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 45
atggaggtta aaaagcacat ggctcgtatc gcaggtgtag atttaccaag agaaaaacgt 60
gtagagattg gcttgactta tatttatggt attggcgttg caagttccaa tcgtatcctt 120
gcagaagcaa aagttgatcc taatatccgc tgcaaagact taacagatga tgatgttaag 180
agaatcagtg cagtaatcga tgcgtctcag actgtagaag gtgacttaag aagagaagtt 240
gctatgaaca tcaagagact tcaggagatt ggatgctatc gtggtatccg tcacagaaaa 300
ggacttccgg ttcgtggtca gaaaacaaag accaatgcaa gaacaagaaa aggtccgaag 360
agaacagtag caaacaagaa aaaataa 387
<210> 46
<211> 135
<212> DNA
<213> Ruminococcus torques
<220>
<223> isolation from intestinal tract, Ruminococcus torques
<400> 46
tatataaggg gttcgaggaa ctgtgaaatt attcacagaa aatgtgaaaa actctttaaa 60
atgaaaaaag gccagaaatt gagggaaaga ttgttgataa agcttgactt tatgcggttt 120
tccctctata attaa 135
<210> 47
<211> 837
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 47
atggcaaaat tggttgatgg gaaaagaatt tctcaggaga taaaagacga attaaaagca 60
gaagtggcag atctggcaca gcagggaaag acagcttccc tggcagttat tcaggttggc 120
ggagatccgg catccagcgt atatgtacgc aataagaaaa atgcatgtgc atatatcgga 180
attggatcag aatcttatga attaccggag gagaccaccg aagaagaact gcttgctttg 240
attcaggaat tgaatcagaa ggaagaagta cacggaattc tggtacagct tccgcttccg 300
gctcatattg atgaggagaa ggtaattctt gccatcgatc catccaaaga tgtagatgga 360
tttcatccgc agagcgcagg agcactgatg atcggaagta aaggattttt accatgtaca 420
cctgcgggcg tcattcagct gctgaaacgt tccggtgtgg aaatggaagg aaaaaactgt 480
gtgatcgtag gcagaagtaa catcgttggt aaaccaatgg caatgctgat gcttcgtgaa 540
aatgcaacag ttaccgttgc acattccaga acaaagaatc tgaaagaatt gtgtaaacag 600
gcagatatcc tgatcgttgc catcggaaaa ccgaaattta tcacagaaga atatgtaaaa 660
gagggtgcgg ttgtaattga tgttggaatc caccgtctgg aaggtaagaa attatgcgga 720
gacgtggatt ttgatgttgt ggagccgctt gcaagtgcga ttacaccggt accaggtggt 780
gttggaccga tgacgatcgc aatgctgatg aataattgtg tagagacgat gcgctaa 837
<210> 48
<211> 879
<212> DNA
<213> Dialister invisus
<220>
<223> Diarister invisus isolated from intestinal tract
<400> 48
atgggagaaa ccaaaactgc catatattac aatcacaatt tttactatga tttttcacaa 60
attatcagtg ctgatgatcg ggcgatccag tttggagacg gtgcttatga atggatccgt 120
atacaccatg gacattcttt cgggctttct tatcataccg accgattata tcggtccatg 180
cgccttttag gaatccgccc cgtaacagct cctgatgaat ttactgaaat cgtagaagtc 240
gttgtagaag agtctgaaat tgaagaaggg tatgtgaaga ttattgtgac tcgggggagt 300
gatgaccata acttcacgat ccctgcaaga agtgcgcttc aaccgaatgt ccttgtatat 360
gggaagccta ttgatttgaa tgcaattgaa aaagtccagt ccggagtgaa ctgtattaca 420
cttgatgatg atcgcggaca tcactgcgat attttgagtc tgaatcaatt aaataatatg 480
atggcaagag cagaggcgca gaaaaaaaat tgttatgatg ctgtctttat taaagacgga 540
cttttgacag aagcatctca ttcaaatgta tgtattgtca aagcgggagt tatttggacc 600
ccggcaacga atgagcatat gattcgtggg gttacccgtt ctcttgtact cactcgcgca 660
gctccatctg caggggtaac atctattgat gaggcatctg agcctgtgcg gtttgaagat 720
atgataacag ccgaagaggt atttctgaca aattcccagg atgggatcat tccggtctta 780
tccattgatg gtaaccttat tggcggcggt aaggtgggcg atgtaaccca aaagatccaa 840
gaacattatg cgcatttaat ggaggacgga ctcccgtaa 879
<210> 49
<211> 2616
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 49
atgagcgagc aaacgaaaat caagcacagc cccgccgtgg aaggcaaaaa gcatcacaag 60
gtacgttgga ttgtgctggc ggtgctgctg gtgattgtgg cggcagtggc tgcgtggtat 120
ctgattcgct tcgagtttaa ccgggactat caggcgtaca ttgaagcgcc cgcgggcgcg 180
gcagcgcagt cagaactggc ggcactcacg gacgaaaacc cgaatgtcgc cgcgcctttc 240
cagctgtttg cggaaaacga caacttgaag ctctacgcgg atttggagac ggcgaacgtc 300
gccatctacg acaagcgcag cggcgaaacg atctattcca accccgtgga cgcggatgcg 360
gacaaggtgg cgaacaagac caacaagaac tacttgaaga gccagttcct gctggactac 420
tacaacgccg gtttgacgag cagcacctac gacagctact cgatgagcgt ggcgctgggc 480
aacttccgcg cggcggcgat tgaggacggc attgccttca tctacgacgt gggcgtggac 540
tccatccagt acctgacgcc gtcttacctg ccgacggagc gctacgaggg actctacgag 600
cagctgagcg cacaggcgaa gaaggcagcg gacattgtgt acgaaaagcg cgacgacggc 660
tactggatca gcgcaaccgg tgcgagccgt acccgcgaaa tggcgcgcgt ctccaaggag 720
tttgtggcgc tgggcatgac aaaggcggaa taccttgaaa tggaagcgct ggcgggcaag 780
gaacaggcgg aaacgctggg cttcaccgtg acgctggagt ggcatctggg cgaggacaac 840
gtggaagcca agctgcctgt gagcgcgatt gaagagcgtg gcggcggcaa ggtctaccgc 900
atccagctgc tgccctatat ggcggcagcg ggcagcaacg aaaacggcta catggttgtg 960
ccgaacggtt cgggcagcct gattcgtttc aacaacggca aaaacagtgc tgcggtgtac 1020
agccagtacg tctacgatat ggacttgatt gacggcgact acacgcagac acagacgatt 1080
cagtccgtgc gtctgccatt gtggggcgtg tgccgcgaga acaccagcgt gctggcgacg 1140
attgaaaacg gcgcttcgct ggcggctatc agcgcggatg ttgcggggcg caacaactcc 1200
tacaacaacg cgttcgccat gttcaccctg cgcgggtcgg agctgctgtc tctcttcggc 1260
gcgggcgaaa cggcggaaat gcctatcgtc gaggacaact actacggcga agatctcgtc 1320
atccgctaca cattcctgac ggcggagaac aaggggtaca gcggtctggc gaactactac 1380
cgggcgcgcc tgattgctga aaacgtgctt tctccgctgg aagagacggg cgacattccc 1440
ttctactacg atgtgattgg cggcgtgaag gaaacgaccc acttcatggg cattcagtac 1500
ctgcacgtcc gtgccatgac caccttcgat gaagcggcgg aaattgcgca gtcgctgaat 1560
aaggcgggca tcaagcatca agtgatgaac ttccaaggct ggatgaacgg cggctactac 1620
cacgatgtcg cgaacaacgt gtccgtgctg aggcagctgg gcggcaaaga tcggctggag 1680
aacctgaaca gcgcaatagc acggctgggc ggcgaactgt acgccgacgt cgcgttccag 1740
aaggtgacgc aaatctccaa gcactacatg gagaatcagg agacgtcccg ttattacggc 1800
gcgggttaca ttgcgcagtt cggcgtgacg aatccggcat ccctgcggcg cacgtccgcg 1860
ctgggttaca gcgagaacat ttacaacctg ctgtccccga agttcctgcc gtactacgtc 1920
agtgggttct taagcagcac gaaggattat tctctgaacg gttactccct ccgcgacctc 1980
ggctgtgagc tgcacgcgga taagcgccgc acggagctga ttaaccgcga acaggcgctg 2040
atgattgtcg aaagccagct gcaggcgatt gcggacagcg gcaagaatgt catggtgtcc 2100
ggcggcaacc tctacgccct gaacggtgtc aagcacgtca ttgacgcgcc catgaccgcg 2160
acggagtacg tcatcgtgga tgaaacgatt ccgctttacg agatgattct gcatggctgt 2220
gtggattaca ccggtcaggc gctgaacact atcgtgagcg acgattggca ggcgaagctg 2280
ctgaaaatgg tggaatacgg cgcgtccccg cgctacacct ttacggcgca gcaagcatcc 2340
gacatgaagt acacggcgct gaacagactc tacgccacga ctgtggccaa ctggacggat 2400
accgcggcgg aacagtacgc gtacctgaac gcggcgctcg cctccgtcag cggcgcgcag 2460
atggtgaaac acacgattct ctctgatacg ctgcgcagcg tcgaatacga caacggcgtg 2520
accatctaca tcaactacgg cagtcaggat gcgcaggcgg gcggcggcac cgttcccgcg 2580
aaggcgtatc tggtcacagg aggtgcaaac gaatga 2616
<210> 50
<211> 3696
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 50
atgattagtt tcttcaaaaa tgtgtcgggt tcgattatcg cagttgatac cgaccacaag 60
ctggaaaaca gcgaaattga aaaattaaaa tggttgttca acgacgccca gctgcttgac 120
gcctctacgg tggaaggcaa gtttgtggga ccgcgccggg agatgataac cccttggagt 180
acgaacgcgg tggaaataac ccagaacatg ggtctttccg gagttaaacg cattgaagag 240
tttttcccga caacagcaaa aaatccaacc tacgacaaga tgcttcagcg cctttatgag 300
aatcttggcg ccgacatctt tgaaattctc aaaaaaccgg atgagattgt ttacatctcc 360
gacatcgagg catacaacga gcaagaaggc ttggcgctca atccggaaga ggtggattac 420
ctgaagtcgt tgagcgcaaa gctcaaccgt ccgctgaccg acagcgaggt gttcggtttc 480
tctcaggtca actctgagca ctgccgtcat aaaatcttca acggcgtgtt tgtaatcgac 540
ggtgtggaga aaccgtcttc tctttttaag ctcattaaaa agacatcgca ggaaaatcct 600
aataagcttg tgtcagcata taaagacaac gtggcttttg tagaaggtcc ggtgatagag 660
cagtttgctc cgaaaaatcc gcaaggcccc gacttcttcc aaatcaagga tgttgaaaca 720
gtaatctcgt tgaaggcgga aacccacaac ttcccgacga ccgtagagcc gttcaacggc 780
gcggctacag gaacgggagg tgaaatccgt gaccgcctcg gaggaggaaa ggcgagtctg 840
ccgatagccg gaacggcggt ctatatgacc tcgtatccgc gcacggagga aaaccgtgtg 900
tgggaggctt cggcgatggc gccgcgcaaa tggctttacc aaacgcctga ggaaatcctt 960
atcaaggcat caaacggtgc gtccgacttc ggaaacaaat tcggacagcc gctgatttgc 1020
ggctctgtgc tcacgttcga gcataaggaa aacggagagg aatttgccta cgacaaagtg 1080
attatgcttg ccggtggcgt gggattcgca gcaaagcgcg atgccctgaa gggcgagcct 1140
aagcctcacg aaagcgtggt gctgatgggc ggcgacaact atcgtatcgg tatgggcggc 1200
ggcgccgtgt cgtcggtcaa caccggacaa tacgacaact ctatcgagct caacgccgtg 1260
cagcgcgcca atccggagat gcagaagcgt gtgtcaaacg taatccgtgc gcttgccgag 1320
tctgacaaca atccgattgt gtcaatccac gaccacggtg ccggcggaca cttgaacgct 1380
ttgtcggaac tcgttgagtc gacaggcgga aaaattgaaa tcggagctct cccggtaggc 1440
gaccctacac tgtcgtcgaa agaaatcatc ggcaatgagt cgcaggagcg tatgggcatg 1500
gtgattgagc aaaaagacat tgagtgggtg cgcacaattg ccgagcgcga acgcgctccg 1560
ttctatgtgg ttggagaaac caccggcgac catcgttttg tctttgagca gaccgacggt 1620
gtgtgcccaa tcgacttggc tatgagcgac atgttcggca gctcgccaaa gacttatatg 1680
accgactcta cggtagaacg ccgtctgaag tcggttaaat acaagaaatc agacgtcaac 1740
acatatatag aaaatgtgct tcagctcgag gcggttgcct gcaaggactg gttgacaaac 1800
aaggttgacc gttcggtgac aggcaaggtg gcacgccagc aatgtcaggg cgagatacag 1860
ttgcctctca gcgactgcgg cgttgtggca cttgactata caggaacgaa aggcatcgca 1920
acatcaatcg gccacgctcc gcaattggct ttggctgatt cggcacaagg ctctgtggcg 1980
tcgatagcgg aagctttgac aaacattgtg ggcgcgcctc tcagcgacgg attgaagggc 2040
gtttcgctca gcgccaactg gatgtggcct tgccgcaacg ccggcgagga tgccgctctc 2100
tacaaggcag tggaggcatg cagcgacttt gcctgccgtc ttggcatcaa catccctact 2160
ggcaaggaca gcctctcgat gacgcagaaa tacggcaaga aaaaggtgat ggctccaggc 2220
acggtgatta tctcggctgc cgctgaggtg tctgacgtgc gcaaggttgt gtcgccggtg 2280
gttcaaaaca agaagaacac cactcttgtc tacgttgatt tcagcaattc tccgcttgcg 2340
ctcggtggct ctgcgttcgc gcagatgctc ggcagtgtgg gcagcgacgt gccacgcatc 2400
gactccgctg aatatttcgc aaaggcattt gccgctgttc agtcgcttgt cgacgaaggc 2460
aaggtgcttg caatgcacga tgtctcggcg ggcggtcttg tcaccacgtt gcttgagatg 2520
acattcgcca acacgaaggg cggtttgaac atcaacctcg acggatttga cgacaaggat 2580
gtcgtgaagc tgttgtttgc tgaaaacagt gctgtcgtga tgcaagttga gaacaaaaac 2640
ttgaaggctg tggaagcggc tgtcgacggt ctgcatgccg tggcaatcgg cacggttcag 2700
gacgagcgtg tggttctcgt gtcaaatctc ggttgcgagt atctgctcga cattgattat 2760
ctgcgcgact tgtggttcaa gtcatcgtat ctgctcgacc gccgtcagag cggcgcggca 2820
tgtgcgaaaa agcgttttga gaactataag aagcagccta tacgctataa attgccgaag 2880
gatttcaaag gcacgcttgc ctcttacgga cttaccggca accgccgcac tccgacaggc 2940
atcaaggctg caattatccg cgagaagggc gtgaacggcg accgcgagat ggcatattcg 3000
ctttatctcg ccggctttga tgtgaaagac gttcacatga ccgaccttat gtcgggtcgc 3060
gaaactcttg acgacgtcaa tatgattgtg ttctgtggag gattctccaa ttccgacgtg 3120
ctgggctcgg cgaaaggatg ggctggcggc tttgtctgga acgagaacgc aaaggctgct 3180
ctgcagcgct tcttcgcccg taaggacact ctgagccttg gcatctgcaa cggttgccag 3240
ctgatgatag agctgaacct catcaatccg gaattcaagc ataaggcaac gatggagcac 3300
aacgactcgc ataaattcga gtcgcagttc cttggcctcc gcattccgga aaacaactcg 3360
gtgatgttca agtcgctttc aggctccaaa cttggcatct gggtggctca cggcgaaggt 3420
aagttcaatt tgcctgaagg cgttgaaaac tacaacgtgg ttgcggaata tgcgtatgcg 3480
tcatatccag ccaaccctaa cggatcgcct aaggctgttg cgggtatagc gtcggccgac 3540
ggccgccatt tggcgatgat gcctcacctt gagcgtgcca tcttcccatg gcagtgcgga 3600
ttctatcctg aaaaccgccg tcttaccgac gaggttacac cttggataga ggcgtttgtc 3660
aatgcacgca agtggattga gcagaacaag aaataa 3696
<210> 51
<211> 1524
<212> DNA
<213> Ruminococcus obeum
<220>
<223> isolation from intestinal tract, Ruminococcus obeum
<400> 51
atgaaattca cagacaaatt taaagcaaag aagacagaaa atcggggaaa tccggcaaat 60
gaagctccaa agaaagaaaa gaagcctctg aagcagaaga tcaaggattc catgaacaaa 120
aagtatctca aaaatggttc ttacagtgta gtcatcagtg ccatttttat tgtaatcgta 180
cttgtagtaa atatgatcgt cggctcactt ccatccaaat atacggaagt tgatgtcagc 240
agcgaaaagc tgtacagcat cagcgatgat acaaaggatt tcctgaaaaa actggacaaa 300
gatatcacaa tctatcaggt ggtccagagt ggttctgaag atgagaccat caaaaaactt 360
ctggaaaaat atgatgagga atccgatcat attaccgtag aacagaaaga cccggtagta 420
aatccgaaat ttacatccga atatacaagt gacgatgttg ctgcaaacag cctgatcgtt 480
gtatgcggtg acagaagcaa agtggtaaat tacagcagta tttatgaatc ttctatagac 540
tacaatactt atcagtctac aacgacagga tttgacggag aaggccagat tgacagtgca 600
atttcctatg tgacatcaga aaatcttcca gtgctttata cgctggacgg acatggtgaa 660
aaagaactgg attccacact tcaggaggat atccagaagg caaatattga cattaagtcc 720
ctcaatctga tcacagaaga aaaagttccg gatgatgcgg catgcctgtt gatcaatgca 780
cctgcttctg atatttccga atctgaaaaa gatgcaatta ttgattatct ggaaaatggc 840
ggaaaagcca tgatcttctc tgattataca gaagaatcta tggaaaactt tgatgctgtt 900
cttgcaaatt atggtgtgga aagaacagat ggtattgtga tcgagggtga ttcacagcat 960
tatgcacaga tgccttatta tctggtaccg acagtcaaca gcacagatgc aatctctgat 1020
tttgcatcca aaggctatta tgtcctgatg ccgtatgcgc agggaatcaa acagacagat 1080
aatcttcgtg atacagttac agtcaacagc cttctgacta cttctgacag tgcatattca 1140
aaagtagatg tacacagtgg ttcgattgac aagaccgacg atgatgttga cggtccgttt 1200
gacctgggtg taagtattac agaaacttta gatgatgaca aagaaactca gattgtttat 1260
tatacaagtt ccaatcttat ggacagccag atcaaccaga tggtatccgg cggaaacgaa 1320
cagatgatca tgagttctct gaactggatg tgcagctctg atgaaacttc tgtcatctct 1380
gttccgtcca aaaacctgca gatttcctat ctgacgctga ctgcttatga tgtaagcttc 1440
tggaaaatta tggtaatggg aattatcccg gttattttcc ttgtcattgg atttatggta 1500
tggctgaaaa ggagaaaagc ataa 1524
<210> 52
<211> 1020
<212> DNA
<213> Bacteroides intestinalis
<220>
<223> isolated from intestinal tract, Bacteroides intestinalis
<400> 52
ataaatcata aatctgaaat cataaatcat aagatggata ccaaatcaca aaacagtaac 60
atgctactag cgttcttaac gctgacaggc gtcattgcca ttgtagccgt agtgggtttc 120
ttcatgttgc gcaaaggacc ggaaatcgta caaggtcaag ctgaagtcac agagtatcgg 180
gtatcgagca aagtaccggg acgaattctg gaattccgcg taaaggaagg acaaagtgta 240
caagccgggg ataccctcgc catactggaa gctccggatg tgttagctaa gctggaacag 300
gctcgggccg cagaagctgc tgctcaggca cagaatgaga aagcactgaa aggcgcccgt 360
catgaacagg tacaagctgc ctttgagatg tggcaaaaag ccaaagcagg acttgaaata 420
gccgagaaat cttacaaacg tgtgaagaat cttgctgatc agggcgtgat gtcagcccaa 480
aagctggatg aggttactgc acagcgggac gctgccgtcg ctacagaaaa agccgccaaa 540
gctcaatacg acatggcaaa aaacggtgcg gaacgagaag ataaagcagc agctgccgcc 600
ttggtagacc gtgccaaagg agccgttgca gaagtagaat cttatatcaa agaaacttat 660
cttatagccc agacagccgg agaagtttcg gaaatcttcc ccaaagtagg tgaattggta 720
ggaaccggtg caccgatcat gaacatagcc atactggatg atatgtgggt aacttttaat 780
gttcgggaag atttgctgca aggtctgaca atgggaactg aattcgaagc tttcgttccg 840
gcattggata aaaatatccg cctgaaagtg aactacatga aggatcttgg tacttatgca 900
gcctggaagg ctacgaaaac aaccgggcaa tttgatctga agacttttga ggtaaaagct 960
ttaccacagg agaaagtgga aggcttacgt cccggaatgt cggtgatact gaagaagtga 1020
<210> 53
<211> 1053
<212> DNA
<213> Klebsiella variicola
<220>
<223> isolation from intestinal tract, Klebsiella variicola
<400> 53
atggttttca gaatcgcaag ctccccctat acccataacc agcggcagac ctcgcgtatt 60
atgctgctgg tgctgctcgc cgccgtgcct ggcattgtgg tccagacctg gtttttcggc 120
tggggtaccg tactgcagat tgtcctcgcc gcattgacgg cctgggcaac ggaagccgct 180
attctcaaac tgcgcaaaca gcatattgtg gcgaccctga aggacaactc cgccctgctc 240
actggcctgt tgctggcggt gagtattcca ccgctggccc cctggtggat ggtggtgctc 300
ggcactgcct ttgccgtggt aatcgccaag cagctgtacg gtggattagg ccataacccc 360
ttcaacccgg cgatgatcgg ctacgtcgtg ctgttgattt cattcccggt acagatgacc 420
tcctggctgc cttcatatga aattgccgcc caggttccgg cgttcagcga tgtgctgcag 480
atgatcttca ccgggcatac cgccgccggg ggcgacatgg ccagcctgcg actgggtatc 540
gacggcatca gccaggccac cccgctggat acctttaaaa cctctctgca tgccgggcat 600
agcgtccagc aggtgctgca attgccggtt tacggtggcg tactggcggg cctcggctgg 660
cagtgggtga atatcgcctg gctggcgggc ggtctgttcc tgctgtggca gaaagcgatc 720
cgctggcata ttccggtcag ctttctcgtt agccttggtc tgtgtgccac cctcggctgg 780
ttattctcgc cgcaaagcct ggcgtcgccg cagatgcatt tgttctctgg cgccaccatg 840
ctcggtgctt tctttattct gaccgacccg gtgacggctt ctacaaccaa ccgcggccgc 900
ctgatcttcg gcgccctcgc cggcctgctg gtgtggctta ttcgcagctt cggcggttac 960
ccggatggcg tggcatttgc cgttctgctg gcgaatatta ccgtgccgct gatcgattat 1020
tacacgcgcc cgcgcgtgta cggccaccgt tga 1053
<210> 54
<211> 1830
<212> DNA
<213> unknown
<220>
<223> isolated from intestinal tract, not identified
<400> 54
cttttcaaca gtgcgaccga tccctcgggc gacggcagcc acatccgcaa ttttacgtcc 60
aagggcgttt atctgctgct ctacagccgc ggcgagccgt cgtatgagac gggtgacgcg 120
ggcgcgcttc gctatgcgcc gcagcgcatc gcggagaagc tcggcgagac catcgagacc 180
gtctacggcg agcgggaggg cggctttctg cgcgccctgc tcctcggcga caagcgctat 240
cttgacgtgg aggattcgtc gaacctgagc gaggcgggca tctatcacat caccgccgtc 300
tcgggcctgc actgtatgtt cctcgtcgag ctgcttgacc gactgctccg cgcgtcgcac 360
cggcgtacac gctgcgcggt gacgatcccg ctgctgtttc tctacgcggt gatggtcggc 420
gcgtcgccga gcatcctgcg cgcctgcgtg atgctctcga tgacgcagct cgcgccgctt 480
ttcaggcggg agaaggaccc gccgacggcg ctcggccttg cattgctgct cattttgctc 540
aaaaatccct acgccattgc gagcatcagc ttacagctct ccttctcggc ggtggcgggc 600
cttgtgtggc tgacgccgaa gatgacggga gccatccaca ccggaagcag gctcctgcgc 660
ttcgtgctca catcgttcgc gacgacgctc ggggcgctgg cgttctccac gccgcttggg 720
gcatattatt tcggctcctt ctccgtcgtt tcacttttga gtaacctcct gtgcctgtgg 780
atggtgagcc ttgtcttcgg cacgggtctg ctcggattgc tgctgagtat ggcggctccg 840
gcgctcggcg cggcctttgt gccgctcgtg tcgctcagcg tgcggtatgt gctttttgtt 900
tcgggactgc tggaggatct gccgctccac gcgctctatt tcaacaccgc gctttccgtg 960
ctgtggctgt tctacgtcta tgcgctcttc gccgtctgcg ccatcgcgcg gcgggggcgg 1020
taccgctggt ggatcgccgg cgcgctggcg gtgacgatgc tccttgcgac agcgcgcttc 1080
aacgcgctgc aatttgagcg cgggagcctg catgtcacgg cgctcgatgt cggacagggc 1140
gagagcgttg cgctgctctc caggcgtcat ggcgtgctcg tggactgcgg cagcagcaat 1200
tcctacatca gcgcgggcga cgtggccgcg gatcatttgc tcagcgccgg tatccggcgg 1260
ctcgacgcgg tggtgctcac gcactatcac gccgaccatg ccaacggtct ggcgctgctg 1320
cttgcccgtg tcggcgtgga tacactgtat ctgcccgaca ttgcggagga ggacggcgaa 1380
aagtccgagg tgctcgcgct ctcggagcgc tacggcgtgg aggtccgcta tgtgacggag 1440
gaaacgcaga ccgccgtcgg cgaggcgtcg ctgacgctct atccgccggt gggcgagggc 1500
ggagaaaacg agctggggct gacgatcctc tgctcggcgg gcgactttga tacgctcatc 1560
accggcgata tggacagcag gaccgagcgc gtgctcgtga gcagctatcc gctgccggac 1620
attgaggtgc tgctcgtcgg acaccacggc tcgcgctact cgacgagcga ggagctgctg 1680
gagaccgtca cgccggaggt cggcgtggtg agcgtcggca gcaacagcta cgggcatccg 1740
acgcgggacg cgctgctgcg cctgacggac gcgggcgtga ccgtttaccg gacggacctg 1800
cagggaaata tttatatcac agtgaattga 1830

Claims (4)

1. A biomarker panel for predicting a subject's microbiota-associated disease, consisting of:
SEQ ID NO: a sequence of 1 to 54, and,
wherein the disease is obesity.
2. A kit for determining the biomarker set of claim 1, comprising primers required for PCR amplification designed according to the biomarker set of claim 1.
3. A kit for determining the biomarker set of claim 1, comprising one or more sequences according to SEQ ID NO: 1 to 54, respectively.
4. Use of reagents for detecting the biomarker set of claim 1 in the manufacture of a kit for predicting the risk of obesity in a subject comprising primers and/or probes required for PCR amplification, the primers and/or probes designed according to the biomarker set, the predicting comprising:
(1) collecting sample j from the subject;
(2) determining the relative abundance of SEQ ID NO: 1 to 54, relative abundance information; and
(3) calculated from I as followsjIndex of expression:
Figure FDA0002901181820000011
Aijis the relative abundance of marker i in sample j, wherein i refers to each of the biomarkers in the biomarker set;
n is a first subset of all patient-enriched markers among the selected biomarkers associated with the abnormal condition,
m is a second subset of all control-enriched markers among the selected biomarkers associated with the abnormal condition,
wherein the biomarkers associated with abnormal conditions comprise: a subset of the markers in the set of gene markers that are enriched in all obesity,
| N | and | M | are the number of the biomarkers in the first subset and the second subset, respectively,
wherein an index greater than a threshold value indicates that the subject has or is at risk of developing an abnormal condition, which is obesity,
where | N | is 24, | M | is 30, and the threshold is 0.5834.
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