CN101833613A - A kind of oral microbial community database and its application - Google Patents
A kind of oral microbial community database and its application Download PDFInfo
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Abstract
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技术领域technical field
本发明涉及人体共生菌群和公共卫生领域,具体的讲是通过新一代高通量测序技术,得到人体口腔系统以唾液微生物群落为代表的口腔共生菌群相关的物种和基因组信息,针对不同健康状态人群建立的一种口腔微生物群落数据库及其在疾病风险评估、预测和诊断中的应用。The present invention relates to the field of human symbiotic flora and public health. Specifically, through a new generation of high-throughput sequencing technology, the species and genome information related to the oral symbiotic flora represented by the saliva microbial flora of the human oral system are obtained. An Oral Microbiome Database Established in a State Population and Its Application to Disease Risk Assessment, Prediction, and Diagnosis.
背景技术Background technique
作为人类健康的一个重要组成部分的口腔健康,在很大程度上影响生活质量,因此口腔疾病的预防非常重要。口腔疾病,如龋齿、牙周病、口腔黏膜病、口腔癌、HIV的口腔表现、走马疳和口腔颌面外伤,均为重要的公共卫生问题。由于疼痛难忍、功能损害和生活质量下降,口腔疾病对个体和社区的影响不容忽视。世界卫生组织一直致力于在全世界范围唤起人们对口腔健康的广泛重视,呼吁和指导各国政府、社会各界和个人采取切实有效的措施预防口腔疾病的发生,旨在提高全人类口腔健康水平。As an important part of human health, oral health affects the quality of life to a great extent, so the prevention of oral diseases is very important. Oral diseases, such as dental caries, periodontal disease, oral mucosal disease, oral cancer, oral manifestations of HIV, malaria, and oral and maxillofacial trauma, are important public health problems. The impact of oral disease on individuals and communities cannot be ignored due to excruciating pain, impaired function, and reduced quality of life. The World Health Organization has been committed to arousing people's widespread attention to oral health around the world, calling on and guiding governments, all walks of life and individuals to take effective measures to prevent the occurrence of oral diseases, aiming to improve the oral health of all mankind.
如何提高口腔健康水平,不仅仅是在疾病发生之后给予补救性治疗措施,更重要的是寻找疾病的病因所在,开展疾病的预防和防控工作,筛选疾病敏感人群,开展有效的早期预防、早期诊断及早期治疗。越来越多的研究使人们逐步认识到:人体疾病与健康状态的相互转化不仅取决于人类自身染色体所携带的遗传基因,还取决于人体内大量共生菌群间以及与人体自身的相互作用。Peterson等学者研究认为(Peterson,J.,S.Garges,et al.(2009).″The NIH Human Microbiome Project.″Genome Res 19(12):2317-2323),人个体所携带的共生菌群数量远远超过构成人体本身细胞的十倍之多,共生菌群基因组理论的诞生将“人”的含义加以延伸至人类个体所携带的微生物群落,正是这些共生菌群赋予人类不依赖于自身进化而获得的复杂个体特征。如此“人”可被定义为人体细胞和微生物细胞的共生组合体,携带两套基因组,一套是从垂直关系遗传自父母的人类基因组,其编码大约2.5万个基因;另一套则是出生后才寄生于人体的大量共生菌群,作为人体的第二基因组,是后天禀赋的主要承载者,其遗传信息的总和被称为“微生物组”,也可称为“元基因组”,它所编码的基因数量在100万个左右。两套基因组相互协调、和谐一致,维系了人体的健康。为全面分析人体微生物群系,揭示人体健康疾病状态与人体微生物群系的关系,美国国立卫生研究院(NIH)于2007年12月19日宣布正式启动一项新的基因工程-人体共生菌群基因组计划(HMP),对人体内5种已知为微生物群落寄生的区域,包括消化道、口腔、皮肤、鼻腔和女性泌尿生殖道系统的微生物进行表征分析,确定个体之间是否有共同的核心人微生物群系的存在,从而加深对人体微生物群系的变化是否与人体健康状况相关的理解,并构建微生物在人体特定区域的存在及变化情况与特定的疾病之间的联系。How to improve the level of oral health is not only to provide remedial treatment after the disease occurs, but more importantly, to find the cause of the disease, carry out disease prevention and control work, screen disease-sensitive groups, and carry out effective early prevention and early prevention. Diagnosis and early treatment. More and more studies have made people gradually realize that the mutual transformation of human diseases and health depends not only on the genetic genes carried by human chromosomes, but also on the interaction between a large number of symbiotic bacteria in the human body and with the human body itself. Scholars such as Peterson (Peterson, J., S. Garges, et al. (2009). "The NIH Human Microbiome Project." Genome Res 19 (12): 2317-2323), the symbiotic flora carried by human individuals The number is far more than ten times the number of cells that make up the human body itself. The birth of the symbiotic flora genome theory extends the meaning of "human" to the microbial community carried by human individuals. It is these symbiotic flora that endow human beings independent of themselves. Complex individual traits acquired by evolution. Such a "human" can be defined as a symbiotic combination of human cells and microbial cells, carrying two sets of genomes, one set is the human genome inherited from parents from a vertical relationship, which encodes about 25,000 genes; A large number of symbiotic flora that parasitize the human body later, as the second genome of the human body, are the main carriers of acquired endowments. The sum of their genetic information is called the "microbiome" or "metagenome". The number of encoded genes is around 1 million. The two sets of genomes coordinate and harmonize with each other, maintaining the health of the human body. In order to comprehensively analyze the human microbiome and reveal the relationship between human health and disease states and the human microbiome, the National Institutes of Health (NIH) announced on December 19, 2007 the official launch of a new genetic project - human symbiotic flora Genome Project (HMP), to characterize microorganisms in 5 areas of the human body known to host microbial communities, including the digestive tract, oral cavity, skin, nasal cavity, and female genitourinary system, to determine whether there is a common core among individuals The existence of human microbiome, so as to deepen the understanding of whether the change of human microbiome is related to human health status, and build the connection between the existence and change of microorganisms in specific areas of the human body and specific diseases.
发明内容Contents of the invention
本发明的目的在于提供一种口腔微生物群落数据库,率先对口腔系统微生物菌群进行分析。本数据库是采用454和Solexa新一代高通量测序技术,对不同人群、不同健康状态来源的口腔唾液微生物进行16S rRNA和全基因组测序,通过超级计算机运算,构建的可以用于人体疾病风险预测和诊断的口腔微生物菌群数据库。该数据库涵盖了生物系统进化树上从细菌、真菌和病毒门到属等不同层面的物种信息,且几乎覆盖所有菌种全基因组的、具有详细注释的功能基因,计算机存储数据量高达105G以上。该结果使人们对口腔细菌种类的认识达到了前所未有的深度,提供了更多疾病研究、预测和诊断的候选基因和切入点。The purpose of the present invention is to provide a database of oral microbial flora, which is the first to analyze the oral system microbial flora. This database uses 454 and Solexa next-generation high-throughput sequencing technology to conduct 16S rRNA and whole-genome sequencing of oral saliva microorganisms from different populations and different health states. Through supercomputer operations, it can be used for human disease risk prediction and Diagnostic Oral Microbiome Database. The database covers species information at different levels from bacteria, fungi and virus phylum to genus on the biological phylogenetic tree, and covers almost all genome-wide functional genes with detailed annotations. The computer storage data volume is as high as 10 5 G above. This result has brought people's understanding of oral bacterial species to an unprecedented depth, providing more candidate genes and entry points for disease research, prediction and diagnosis.
具体地说,本发明提供的口腔微生物群落数据库,是以不同健康状况人群口腔唾液为数据库样品来源,通过DNA的提取,聚合酶链式反应扩增和高通量测序,得到样品唾液微生物群落及其基因组信息,通过计算机进行数据的更新和维护。Specifically, the oral microbial community database provided by the present invention is based on the oral saliva of people with different health status as the database sample source, through DNA extraction, polymerase chain reaction amplification and high-throughput sequencing, to obtain the sample saliva microbial community and The genome information is updated and maintained by computer.
所述的口腔微生物群落数据库,其中,人群包括:成人、儿童、老龄人群以及特殊疾病来源人群;人群健康状态包括:完全健康、龋病、牙周病、牙髓病、口臭、难治性根尖炎、糖尿病、肿瘤放疗化疗后病人、艾滋病、结核病和病毒性肝炎。The oral microbial community database, wherein, the crowd includes: adults, children, elderly people, and people with special disease sources; the health status of the crowd includes: complete health, dental caries, periodontal disease, pulp disease, halitosis, refractory root apex Inflammation, diabetes, patients after tumor radiotherapy and chemotherapy, AIDS, tuberculosis and viral hepatitis.
所述的口腔微生物群落数据库,其中,唾液微生物群落特征包括口腔细菌、真菌和病毒。The oral microflora database, wherein the characteristics of the saliva microflora include oral bacteria, fungi and viruses.
所述的口腔微生物群落数据库,其中,口腔微生物基因组信息采用454和Solexa高通量测序仪得到。The oral microbial community database, wherein the oral microbial genome information is obtained using 454 and Solexa high-throughput sequencers.
所述的口腔微生物群落数据库,其中,基因组信息涵盖针对每一种口腔微生物核糖体的16S、18SrDNA序列和所有微生物的宏基因组序列。The oral microbial community database, wherein the genome information covers the 16S and 18S rDNA sequences for each oral microbial ribosome and the metagenomic sequences of all microorganisms.
本发明所构建的数据库可以应用在临床口腔疾病、艾滋病、结核、病毒性肝炎、肥胖和糖尿病的风险评估、预测和辅助诊断中。The database constructed by the invention can be applied in risk assessment, prediction and auxiliary diagnosis of clinical oral diseases, AIDS, tuberculosis, viral hepatitis, obesity and diabetes.
具体实施方式Detailed ways
本发明提供的口腔微生物群落数据库,是通过收集各种不同疾病来源(如龋病、牙周病、难治性根尖炎等)、不同健康状态人群的唾液样品,通过构建16S rDNA、18S rDNA标签序列文库和全基因组文库,借助高通量测序手段,构建针对各样品的唾液微生物群落数据库信息,主要包括以下步骤(以下以龋敏感人群为对象示例):The oral microbial community database provided by the present invention is obtained by collecting saliva samples from various sources of diseases (such as dental caries, periodontal disease, refractory apicitis, etc.) and people in different health states, and constructing 16S rDNA and 18S rDNA tags The sequence library and the whole genome library, with the help of high-throughput sequencing, construct the database information of the saliva microbial community for each sample, which mainly includes the following steps (the following is an example for caries-sensitive groups):
1)收集不同人群唾液,然后利用裂解缓冲液(50mM Tris,pH8.0,50mMEDTA,50mM sucrose,100mM NaCl,1%SDS)裂解细胞,采用目前已经公知的高盐法提取唾液中微生物的全基因组DNA(gDNA)。1) Collect saliva from different populations, then lyse the cells with lysis buffer (50mM Tris, pH8.0, 50mM EDTA, 50mM sucrose, 100mM NaCl, 1% SDS), and extract the whole genome of microorganisms in saliva by the known high-salt method DNA (gDNA).
2)对于16S rDNA标签序列文库,通过合成带有6个碱基的样品特异标记的PCR探针,采用公知的聚合酶链式反应(PCR)方法扩增样品DNA的16S高变区片段,然后将PCR产物提纯后建库,利用454上机测序。2) For the 16S rDNA tag sequence library, by synthesizing a sample-specifically labeled PCR probe with 6 bases, using a known polymerase chain reaction (PCR) method to amplify the 16S hypervariable region fragment of the sample DNA, and then After the PCR products were purified, a library was built and sequenced on a 454 machine.
3)通过对比RDP数据库(The Ribosomal Database Project,http://rdp.cme.msu.edu/,其内包含有不断更新的涵盖细菌和古菌域的核糖体相关数据,含有大约1358,426条序列信息:截止2010年1月),同时利用相对成熟的联合分析流程(主要包括商业软件MOTHUR、ULUST、CD-HIT、RDP-CLASSIFIER等),借助超级计算机(主要有曙光天潮TC2600刀片服务器、天阔A950r-F机架服务器和天阔A620r-FX机架服务器组成,总计算能力达每秒3.6万亿次)获得样品的物种多样性和丰度信息。3) By comparing the RDP database (The Ribosomal Database Project, http://rdp.cme.msu.edu/, which contains constantly updated ribosome-related data covering the bacterial and archaeal domains, it contains about 1358,426 items Sequence information: as of January 2010), while using a relatively mature joint analysis process (mainly including commercial software MOTHUR, ULUST, CD-HIT, RDP-CLASSIFIER, etc.), with the help of supercomputers (mainly Suguang Tianchao TC2600 blade server, Composed of Tiankuo A950r-F rack server and Tiankuo A620r-FX rack server, with a total computing capacity of 3.6 trillion times per second) to obtain species diversity and abundance information of samples.
4)对于全基因组(或宏基因组)数据库,直接将PCR产物提纯后建库,通过特异性标记,利用Solexa上机测序。通过比对KEGG(KyotoEncyclopedia of Genes and Genomes,http://www.genome.jp/kegg/),CAZyme(Carbohydrate-Active enZYmes Database,http://www.cazy.org/)等大型的全基因组及代谢途径数据库,进行相关代谢途径的重建以及功能基因的注释和分析。4) For the whole genome (or metagenomic) database, directly purify the PCR product and build the library, and use Solexa to perform sequencing on the machine through specific markers. By comparing KEGG (KyotoEncyclopedia of Genes and Genomes, http://www.genome.jp/kegg/), CAZyme (Carbohydrate-Active enZYmes Database, http://www.cazy.org/) and other large-scale genome-wide and Metabolic pathway database for reconstruction of related metabolic pathways and annotation and analysis of functional genes.
5)在上述研究基础上构建唾液微生物群落数据库,该数据库含有不同人群口腔样品所有微生物菌群(包括各菌群的多样性及丰度)及其对应的16S rDNA和全基因组信息。5) On the basis of the above research, construct a saliva microbial community database, which contains all microbial flora (including the diversity and abundance of each flora) and their corresponding 16S rDNA and whole genome information in oral samples from different populations.
按照以上步骤,是本领域技术人员能够实现的。According to the above steps, those skilled in the art can realize.
本发明基于对口腔菌群深入了解的基础上构建的针对特异性疾病及健康人群的唾液菌群数据库,该数据库可用于疾病微生物病因学因素的探讨,探寻疾病可能的生物筛选标志以及预后判断指标,利于发现疾病内部与局部菌群之间的隐秘关系。The present invention builds a database of saliva flora for specific diseases and healthy people based on an in-depth understanding of oral flora. The database can be used to explore the pathogenic factors of disease microorganisms, and to explore possible biological screening markers and prognosis indicators for diseases. , which is conducive to discovering the hidden relationship between the internal and local flora of the disease.
以下举实施例作进一步的描述。Examples are given below for further description.
实施例1Example 1
1、高盐法提取唾液DNA1. Extraction of saliva DNA by high-salt method
1)加30μl的蛋白酶K和150μl的10%SDS到唾液-缓冲液中,53℃水浴中过夜培养。1) Add 30 μl of proteinase K and 150 μl of 10% SDS to the saliva-buffer, and incubate overnight in a water bath at 53°C.
2)加入400μl的5M NaCl并冰上培养10min,13,000rpm高速离心10min,取上清液。2) Add 400 μl of 5M NaCl and incubate on ice for 10 minutes, centrifuge at 13,000 rpm for 10 minutes at high speed, and take the supernatant.
3)加入800μl异丙醇,室温下培养10min,13,000rpm高速离心15min。3) Add 800 μl of isopropanol, incubate at room temperature for 10 minutes, and centrifuge at 13,000 rpm for 15 minutes at high speed.
4)弃上清液,采用500μl 70%乙醇洗沉淀三次,溶于30μl的EB溶液。4) Discard the supernatant, wash the precipitate three times with 500 μl of 70% ethanol, and dissolve in 30 μl of EB solution.
2、16S rDNA标签序列文库的构建2. Construction of 16S rDNA tag sequence library
1)采用带有独特标记的引物扩增V4-V5高变区1) Amplify the V4-V5 hypervariable region with uniquely labeled primers
50μlPCR体系包括:50μl PCR system includes:
10xbuffer 5μl10xbuffer 5μl
dNTP 4μldNTP 4 μl
DNA polymerase 0.25μlDNA polymerase 0.25μl
H2O 36.75μlH 2 O 36.75 μl
Primer pair 1μl*2Primer pair 1μl*2
template 2μltemplate 2μl
PCR反应条件:PCR reaction conditions:
94℃,5min94℃, 5min
72℃,10min72℃, 10min
2)切胶回收提纯PCR产物,不同样品以等摩尔数混合2) Cut the gel to recover and purify the PCR products, and mix different samples in equimolar numbers
3)按照454FLX Titanium测序标准流程建库(包括末端补平,接头连接,小片端去除,DNA库固定,填充空缺以及单链DNA库的分离)3) Build the library according to the 454FLX Titanium sequencing standard procedure (including blunt end filling, adapter ligation, small piece end removal, DNA library fixation, gap filling and single-stranded DNA library separation)
4)按照454FLX Titanium测序标准操作上机测序(包括乳化PCR扩增,珠子的回收和富集以及测序引物的链接后上机测序)4) Perform on-machine sequencing according to the 454FLX Titanium sequencing standard (including emulsified PCR amplification, bead recovery and enrichment, and sequence primer linking and on-machine sequencing)
3、对于全基因组(或宏基因组)数据库,样品DNA经提纯后直接按照Solexa GAⅡ标准建库流程建库(包括氮气打断,末端补平,两端添加接头,切胶回收300-400bp片段后PCR扩增),将构建的DNA文库在ClusterStation上种植于Flow cell后,经桥式PCR扩增并杂交测序引物后,SolexaGAⅡ上机测序。3. For whole-genome (or metagenomic) databases, after purification of the sample DNA, build the library directly according to the Solexa GAⅡ standard library building process (including nitrogen interruption, end fill-up, adding adapters at both ends, and cutting the gel to recover 300-400bp fragments) PCR amplification), the constructed DNA library was planted in the Flow cell on the ClusterStation, amplified by bridge PCR and hybridized with sequencing primers, and sequenced on SolexaGAII.
4、数据分析4. Data Analysis
16S rDNA序列:16S rDNA sequence:
1)将原始数据进行质量筛选(依据测序得出的质量评估值,长度,模糊碱基,可能的嵌合体的标准进行初步筛选)1) Quality screening of raw data (preliminary screening based on the quality evaluation value obtained from sequencing, length, ambiguous bases, and possible chimeras)
2)对筛选后的序列进行OTU分析(Operational Taxonomy Unit),统计菌种多样性信息。2) Perform OTU analysis (Operational Taxonomy Unit) on the screened sequences, and count the bacterial species diversity information.
3)对筛选后的序列进行物种鉴定,研究各个分类水平细菌的种类及丰度,寻找在疾病样品和健康样品中从细菌门到细菌属等不同分类水平上菌种丰度的统计学差异;对于疾病和健康来源的样品,基于整个微生物群落的种系发育信息进行Unifrac(http://bmf2.colorado.edu/unifrac/index.psp)分析,比较群落结构差异,基于上述基础对疾病的监测和筛查指标进行归类。3) Perform species identification on the screened sequences, study the species and abundance of bacteria at each taxonomic level, and look for statistical differences in the abundance of bacteria at different taxonomic levels from bacterial phylum to bacterial genus in disease samples and healthy samples; For samples from disease and healthy sources, conduct Unifrac (http://bmf2.colorado.edu/unifrac/index.psp) analysis based on the phylogenetic information of the entire microbial community, compare the differences in community structure, and monitor diseases based on the above basis and screening indicators.
全基因组(或宏基因组)数据:Whole genome (or metagenomic) data:
1)宏基因组数据的初步筛选(去除含有模糊碱基的序列),通过与人的参考基因组比较去除人基因组来源序列1) Preliminary screening of metagenomic data (remove sequences containing ambiguous bases), and remove human genome source sequences by comparing with human reference genomes
2)与代谢数据库包括KEGG,CAZyme等代谢数据库比对,进行序列的注释,重建相应的代谢途径以及功能基因差异的比较。2) Compare with metabolic databases including KEGG, CAZyme and other metabolic databases, annotate the sequence, reconstruct corresponding metabolic pathways and compare functional gene differences.
5、由于口腔微生物涵盖的细菌种群复杂,基因组信息也很庞大。目前该数据库已经通过超级计算机进行数据的更新、维护和后台管理。该数据库信息的访问采用基于付费制度的用户名和密码方式登录。登录网站为www.microbialdb.org。5. Due to the complex bacterial populations covered by oral microorganisms, the genome information is also huge. At present, the database has been updated, maintained and background managed by supercomputers. The access to the database information is based on the user name and password of the payment system to log in. The login website is www.microbialdb.org.
以上是结合具体实施例子对本发明所做的进一步描述。本领域技术人员应该了解,本发明不受上述实施例的限制,上述实施例和说明书中描述的只是说明本发明的原理,在不脱离本发明精神和范围的前提下,本发明还会有各种变化和改进,这些变化和改进都落入要求保护的本发明范围内。本发明要求保护范围由权利要求书及其等效物界定。The above is a further description of the present invention in conjunction with specific implementation examples. It should be understood by those skilled in the art that the present invention is not limited by the above-mentioned embodiments. What are described in the above-mentioned embodiments and the description only illustrate the principle of the present invention. Without departing from the spirit and scope of the present invention, the present invention also has various Variations and improvements all fall within the scope of the claimed invention. The protection scope of the present invention is defined by the claims and their equivalents.
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