CN111534578A - A method for high-throughput screening of target genes of eukaryotic cells interacting with pesticides - Google Patents
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Abstract
Description
技术领域technical field
本发明属于基因编辑和高通量测序技术领域,涉及一种高通量筛选真核生物细胞与农药互作的靶点基因的方法。The invention belongs to the technical field of gene editing and high-throughput sequencing, and relates to a method for high-throughput screening of target genes for interaction between eukaryotic cells and pesticides.
背景技术Background technique
我国是一个农业大国,农业一直是国民经济的命脉。农药的使用,为现代农业生产带来了便利,极大的提升了农产品质量和产量。但也由于农药的广泛应用,导致农药残留污染土壤和水源,破坏农业生态系统的多样性,并且严重威胁到人类健康。于是,人们把更多的目光投向了无毒无害的生物源农药,但是,越来越多的实践发现,大家一贯认为低毒的生物源农药对环境中的多种非靶标生物均具有毒性。另一方面,昆虫对农药的耐受力增强而产生抗药性的现象也日渐突出。这不仅成为害虫防治的一大障碍,同时,害虫抗药性增强致使人们加大农药的使用剂量,对昆虫抗药性的遏制已经成为近年来农林业发展的重大课题。my country is a big agricultural country, and agriculture has always been the lifeblood of the national economy. The use of pesticides brings convenience to modern agricultural production and greatly improves the quality and output of agricultural products. However, due to the widespread application of pesticides, pesticide residues contaminate soil and water sources, destroy the diversity of agricultural ecosystems, and seriously threaten human health. As a result, people have paid more attention to non-toxic and harmless biological pesticides. However, more and more practices have found that people always think that low-toxic biological pesticides are toxic to a variety of non-target organisms in the environment. . On the other hand, the phenomenon of insect resistance to pesticides has become increasingly prominent. This has not only become a major obstacle to pest control, but at the same time, the increase in pest resistance has led to increased use of pesticides, and the containment of insect resistance has become a major issue in the development of agriculture and forestry in recent years.
除此以外,农药也给诸如家蚕、蜜蜂等重要经济昆虫的生产带来了巨大威胁。具体到蚕桑产业,每年由于农药中毒造成大量减产,严重限制了蚕桑产业的发展,培育高抗农药的家蚕品种亟待解决。In addition, pesticides also pose a huge threat to the production of important economic insects such as silkworms and bees. As for the sericulture industry, pesticide poisoning causes a large amount of production reduction every year, which severely limits the development of the sericulture industry. The cultivation of silkworm varieties with high pesticide resistance needs to be solved urgently.
基因编辑是研究功能基因组的重要遗传操作技术,目前已经发展了四代,包括大范围核酸内切酶、锌指核酸酶、类转录因子活化因子核酸酶、CRISPR等。目前应用最广泛的是CRISPR/Cas9系统。CRISPR/Cas9系统是来源于细菌获得性免疫系统的一种基因编辑技术。目前已经在包括人、鼠、果蝇、拟南芥、水稻等物种中成功实现了基因编辑。CRISPR/Cas9系统主要包括两部分,一部分是非特异性核酸内切酶Cas9,另一部分是guide RNA。因为设计构建简单,成本低廉,编辑效率高,目前CRISPR/Cas9系统的应用范围已经不限于单基因编辑,其应用已经扩展到多基因编辑甚至是全基因组编辑。目前已经在人、小鼠、果蝇等物种中实现了CRISPR/Cas9系统介导的全基因组编辑。CRISPR/Cas9系统介导的全基因组编辑已经在药物靶点基因筛选、肿瘤发生、免疫反应等研究领域取得了重要成果。Gene editing is an important genetic manipulation technology for the study of functional genomes. It has been developed for four generations, including megaendonuclease, zinc finger nuclease, transcription factor activator-like nuclease, CRISPR and so on. Currently the most widely used is the CRISPR/Cas9 system. The CRISPR/Cas9 system is a gene editing technology derived from the acquired immune system of bacteria. Gene editing has been successfully achieved in species including human, mouse, Drosophila, Arabidopsis, and rice. The CRISPR/Cas9 system mainly includes two parts, one part is the non-specific endonuclease Cas9, and the other part is the guide RNA. Because of the simple design and construction, low cost and high editing efficiency, the current application of CRISPR/Cas9 system is not limited to single gene editing, and its application has been extended to multiple gene editing and even whole genome editing. Genome editing mediated by the CRISPR/Cas9 system has been achieved in humans, mice, Drosophila and other species. The genome-wide editing mediated by the CRISPR/Cas9 system has achieved important results in the research fields of drug target gene screening, tumorigenesis, and immune response.
综合运用CRISPR/Cas9介导的全基因组编辑手段,探究真核生物与农药互作的靶标基因具有重要意义。It is of great significance to comprehensively use CRISPR/Cas9-mediated whole-genome editing methods to explore the target genes of eukaryotic interactions with pesticides.
发明内容SUMMARY OF THE INVENTION
有鉴于此,本发明的目的在于提供一种高通量筛选真核生物细胞与农药互作的靶点基因的方法。In view of this, the purpose of the present invention is to provide a method for high-throughput screening of target genes for interaction between eukaryotic cells and pesticides.
为达到上述目的,本发明提供如下技术方案:To achieve the above object, the present invention provides the following technical solutions:
一种高通量筛选真核生物细胞与农药互作的靶点基因的方法,具体步骤如下:A method for high-throughput screening of target genes interacting between eukaryotic cells and pesticides, the specific steps are as follows:
(1)构建转基因系统递送的真核生物CRISPR/Cas全基因组编辑载体文库;(1) Construction of a eukaryotic CRISPR/Cas genome-wide editing vector library delivered by a transgenic system;
(2)将步骤(1)构建的载体文库稳定整合到真核生物细胞基因组上,得到一种真核生物CRISPR/Cas全基因组编辑细胞文库;(2) stably integrating the vector library constructed in step (1) into the eukaryotic cell genome to obtain a eukaryotic CRISPR/Cas whole genome editing cell library;
(3)将步骤(2)所构建的细胞文库均匀分成两份,其中一份用含有农药的培养基培养作为实验组,另一份用不含农药的培养基培养作为对照组,然后同时将两组细胞收集,并分别抽提基因组DNA;(3) The cell library constructed in step (2) is evenly divided into two parts, one of which is cultured with a medium containing pesticides as an experimental group, and the other is cultured with a medium without pesticides as a control group, and then simultaneously Two groups of cells were collected, and genomic DNA was extracted respectively;
(4)以步骤(3)抽提的全部基因组作为模板,设计引物扩增各组细胞的sgRNA片段,执行高通量测序,统计sgRNA丰度,筛选真核生物细胞与农药互作的靶点基因,靶点基因的筛选标准为p-value<0.05。(4) Using the entire genome extracted in step (3) as a template, design primers to amplify the sgRNA fragments of each group of cells, perform high-throughput sequencing, count the abundance of sgRNA, and screen eukaryotic cells interacting with pesticide targets Gene, the screening standard of target gene is p-value<0.05.
作为优选的技术方案之一,所述真核生物为家蚕、果蝇、人等,所述农药为有机磷类农药、生物碱类农药、菊酯类农药、生物源农药等。As one of the preferred technical solutions, the eukaryotic organisms are silkworms, fruit flies, humans, etc., and the pesticides are organophosphorus pesticides, alkaloid pesticides, pyrethroid pesticides, biogenic pesticides, and the like.
作为优选的技术方案之一,步骤(1)的具体方法是:As one of the preferred technical solutions, the concrete method of step (1) is:
(1-1)设计打靶位点,每个基因设计6个左右的打靶位点,并且用DNA芯片的方式合成包含打靶位点的单链寡核苷酸库;(1-1) Design target sites, design about 6 target sites for each gene, and synthesize a single-stranded oligonucleotide library containing the target sites by means of DNA chips;
(1-2)将所得单链寡核苷酸库克隆到转基因载体上,构建得到基因编辑载体库。(1-2) The obtained single-stranded oligonucleotide library is cloned into a transgenic vector to construct a gene editing vector library.
作为进一步优选的技术方案之一,按照Cas作用规律,在真核生物全基因组水平设计所有编码蛋白的基因的编辑位点,其打靶位点有如下规律:As one of the further preferred technical solutions, according to the law of Cas action, the editing sites of all protein-encoding genes are designed at the eukaryotic whole genome level, and the targeting sites have the following rules:
5’-NNNNNNNNNNNNNNNNNNN-NGG-3’,设计的sgRNA序列与其在基因组上的打靶位点序列一致,并有如下规律:5’-G-NNNNNNNNNNNNNNNNNNN-3’;根据以上规律设计真核生物全部编码蛋白的基因的打靶位点。5'-NNNNNNNNNNNNNNNNNN-NGG-3', the designed sgRNA sequence is consistent with its target site sequence on the genome, and has the following rules: 5'-NNNNNNNNNNNNNNNNNNN-3'; according to the above rules, all eukaryotic encoded proteins are designed target site of the gene.
作为进一步优选的技术方案之一,运用搭桥PCR技术和酶切连接技术将合成的单链寡核苷酸库克隆到载体pB-CRISPR上,构建得到基因编辑载体库pB-CRISPR-library。作为优选的技术方案之一,步骤(2)的具体方法是:将步骤(1)构建的载体文库稳定整合到真核生物细胞基因组上,整合方式包括慢病毒系统,转座子系统,位点特异性核酸酶系统等,得到一种CRISPR/Cas全基因组编辑细胞文库。As one of the further preferred technical solutions, the synthetic single-stranded oligonucleotide library is cloned into the vector pB-CRISPR by using the bridging PCR technology and the restriction enzyme ligation technology to construct the gene editing vector library pB-CRISPR-library. As one of the preferred technical solutions, the specific method of step (2) is: stably integrate the vector library constructed in step (1) into the eukaryotic cell genome, and the integration methods include lentivirus system, transposon system, site Specific nuclease system, etc., to obtain a CRISPR/Cas genome-wide editing cell library.
作为优选的技术方案之一,步骤(3)的具体方法是:将步骤(2)所构建的细胞文库均匀分成两份,其中一份用用含有农药的培养基培养,直至细胞数量降低至5%,另一份用不含农药的培养基培养相同时间作为对照组,然后同时将两组细胞收集,并分别抽提基因组DNA。As one of the preferred technical solutions, the specific method of step (3) is as follows: the cell library constructed in step (2) is evenly divided into two parts, one of which is cultured with a medium containing pesticides until the number of cells is reduced to 5 %, the other was cultured with pesticide-free medium for the same time as a control group, and then two groups of cells were collected at the same time, and the genomic DNA was extracted respectively.
作为优选的技术方案之一,步骤(4)中,与对照组相比,实验组sgRNA富集或消耗的基因即为真核生物细胞与农药互作的候选靶点基因。As one of the preferred technical solutions, in step (4), compared with the control group, the genes enriched or depleted of sgRNA in the experimental group are candidate target genes for the interaction between eukaryotic cells and pesticides.
本发明的有益效果在于:The beneficial effects of the present invention are:
本发明首先构建真核生物CRISPR/Cas全基因组编辑载体文库,然后将该载体库稳定整合真核生物细胞系,构建真核生物全基因组编辑突变体细胞文库。然后取该细胞文库,均匀的分成两部分,其中一份用含有农药的培养基培养,直至细胞数量降低至5%,另一份用不含农药的培养基培养相同时间作为对照组。将两组实验的细胞同时收集并且抽提基因组DNA,分别用高通量测序法检测其sgRNA丰度,筛选真核生物细胞与农药互作的靶点基因。本发明的最大优点是在不设前提条件的情况下,在全基因组范围内筛选真核生物细胞与农药互作的靶点基因。与传统的研究家真核生物细胞与农药互作的靶点基因的方法相比,本发明能够最大限度的筛选真核生物细胞与农药互作的靶点基因,成本低,效率高,范围广。对筛选真核生物细胞与农药互作的靶点基因和研究真核生物抗农药具有极大地意义。In the present invention, a eukaryotic CRISPR/Cas whole genome editing vector library is first constructed, and then the vector library is stably integrated into a eukaryotic cell line to construct a eukaryotic whole genome editing mutant cell library. Then the cell library was taken and divided into two parts, one of which was cultured with pesticide-containing medium until the number of cells decreased to 5%, and the other was cultured with pesticide-free medium for the same time as a control group. The cells of the two groups of experiments were collected and extracted at the same time, and their sgRNA abundances were detected by high-throughput sequencing, respectively, and the target genes of eukaryotic cells interacting with pesticides were screened. The biggest advantage of the present invention is to screen the target genes of the interaction between eukaryotic cells and pesticides in the whole genome without preconditions. Compared with the traditional researcher method of target genes interacting between eukaryotic cells and pesticides, the present invention can screen the target genes interacting between eukaryotic cells and pesticides to the greatest extent, with low cost, high efficiency and wide range. . It is of great significance for the screening of target genes of eukaryotic cells and pesticide interactions and the study of eukaryotic resistance to pesticides.
附图说明Description of drawings
为了使本发明的目的、技术方案和有益效果更加清楚,本发明提供如下附图进行说明:In order to make the purpose, technical solutions and beneficial effects of the present invention clearer, the present invention provides the following drawings for description:
图1为阿维菌素筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了已知的抗药性相关基因P450等,也筛选到了一些可能的抗性基因(深色字体),具有转运载体活性的基因;Figure 1 shows the top 20 genes with significant enrichment of gRNAs screened by abamectin. The known drug resistance-related genes P450, etc. were screened, and some possible resistance genes were also screened (dark font) , a gene with transporter activity;
图2为印楝素筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了一些可能的抗性基因(深色字体),具有转运载体活性的基因;Figure 2 shows that among the top 20 genes with significantly enriched gRNA abundance screened by azadirachtin, some possible resistance genes (dark font) and genes with transporter activity were screened;
图3为鱼藤酮筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了已知的抗药性相关基因P450等,也筛选到了一些可能的抗性基因(深色字体),具有转运载体活性的基因;Figure 3 shows the top 20 genes with significant enrichment of gRNAs screened by rotenone. Known drug resistance-related genes such as P450 were screened, and some possible resistance genes (dark font) were also screened. gene for carrier activity;
图4为我们筛选到的生物源的三种农药筛选的排名前二十的gRNA丰度显著消耗的基因,存在很大的重叠部分,这也许说明细胞对不同农药的相应有共同的机制。;Figure 4 shows the top 20 genes whose gRNA abundance was significantly depleted by the three pesticides of biological origin. There is a large overlap, which may indicate that cells respond to different pesticides with a common mechanism. ;
图5为生物源的三种农药筛选到的gRNA丰度显著差异的基因与已知的几大类抗药性相关基因家族重叠的基因数。Figure 5 shows the number of genes with significant differences in gRNA abundance screened for the three biologically derived pesticides and the number of genes that overlap with several known drug resistance-related gene families.
具体实施方式Detailed ways
下面将结合附图,对本发明的优选实施例进行详细的描述。The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
农药是现代农业生产的重要植物保护手段,对于农作物生产具有重大意义,但是农药也带了了很多负面作用,农药污染对于生态平衡和人类健康是重大威胁。筛选真核生物细胞与农药互作的靶标基因具有重要的价值。Pesticide is an important plant protection method in modern agricultural production, which is of great significance to crop production. However, pesticides also bring many negative effects. Pesticide pollution is a major threat to ecological balance and human health. It is of great value to screen target genes that interact with eukaryotic cells and pesticides.
以下凡是未注明的具体实验方法,都按照公认的实验方法与条件实施,例如,按照试剂耗材厂商提供的说明书操作,或者按照经典实验书籍《分子克隆实验指南》(第三版,J.萨姆布鲁克等著)来完成实验。The following specific experimental methods that are not specified are implemented in accordance with recognized experimental methods and conditions, for example, according to the instructions provided by the reagent and consumable manufacturers, or according to the classic experimental book "Molecular Cloning Experiment Guide" (Third Edition, J. Mbruck waiting) to complete the experiment.
实施例:Example:
本实施例中所用到的家蚕胚胎细胞系(The Bombyx mori embryonic cell line,BmE)为生物实验中常用细胞系(PMID:17570024)。The silkworm embryonic cell line (The Bombyx mori embryonic cell line, BmE) used in this example is a cell line commonly used in biological experiments (PMID: 17570024).
1、构建家蚕胚胎细胞系BmE全基因组编辑细胞文库。1. Construct the BmE whole genome editing cell library of silkworm embryo cell line.
1)构建一个piggyBac转座子系统介导的家蚕CRISPR/Cas9全基因组编辑载体文库,绝大多数基因都设计了6个打靶位点,构建了6个基因编辑载体;总计设计并构建94000个基因编辑载体。1) Construct a piggyBac transposon system-mediated silkworm CRISPR/Cas9 whole genome editing vector library. Most genes have been designed with 6 target sites and 6 gene editing vectors have been constructed; a total of 94,000 genes have been designed and constructed Edit vector.
2)将步骤1)构建的家蚕全基因组编辑突变体库与piggyBac transposase表达载体A3-helper(其核苷酸序列如SEQ ID NO.1)按照摩尔比1:1转染家蚕胚胎细胞系BmE,转染方法包括但不限于脂质体转染法、电穿孔转染法等。然后用包含Zeocin的完全培养基筛选2个月,构建成家蚕BmE细胞全基因组编辑细胞文库。细胞完全培养基为包含体积浓度10%胎牛血清(fetal bovine serum,FBS,赛默飞世尔公司)和青霉素-链霉素(Penicillin-Streptomycin,20万单位/升,赛默飞世尔公司)的Grace昆虫培养基(Grace's InsectMedium,赛默飞世尔公司)。培养条件为27℃,Zeocin购买自赛默飞世尔公司,工作浓度为200μg/ml。2) Transfecting the silkworm whole genome editing mutant library constructed in step 1) and the piggyBac transposase expression vector A3-helper (the nucleotide sequence of which is as SEQ ID NO.1) in a molar ratio of 1:1 to the silkworm embryonic cell line BmE, Transfection methods include, but are not limited to, lipofection, electroporation, and the like. Then, the complete medium containing Zeocin was used to screen for 2 months, and the whole genome editing cell library of silkworm BmE cells was constructed. The complete cell culture medium contains 10% fetal bovine serum (FBS, Thermo Fisher Scientific) and penicillin-streptomycin (Penicillin-Streptomycin, 200,000 units/liter, Thermo Fisher Scientific) ) of Grace Insect Medium (Grace's InsectMedium, Thermo Fisher Scientific). The culture condition was 27°C, Zeocin was purchased from Thermo Fisher, and the working concentration was 200 μg/ml.
2、将步骤1构建的家蚕BmE细胞全基因组编辑细胞文库均匀的分成两份,其中一份用含有农药{本实验用到的农药分别有三种生物源:阿维菌素(Abamectin),工作浓度20μM;鱼藤酮(rotenone),工作浓度500nM;印楝素(azadirachtin),工作浓度30μM。相应的,对照细胞也有三组}的培养基培养,直至细胞数量降低至5%,另一份用不含农药的培养基培养相同时间作为对照组,然后同时将两组细胞收集。2. Divide the whole genome editing cell library of silkworm BmE cells constructed in
3、将步骤2收集的两组细胞分别抽提基因组DNA。3. Extract genomic DNA from the two groups of cells collected in
4、根据步骤1中构建的piggyBac转座子系统介导的家蚕CRISPR/Cas9全基因组编辑载体文库,设计一对引物对用于扩增sgRNA片段。4. According to the piggyBac transposon system-mediated silkworm CRISPR/Cas9 whole genome editing vector library constructed in
正向引物>gD-F,5-NNNNNNNNNNNNTAAATCACGCTTTCAATA,N表示碱基A、T、G或C,如SEQ ID NO.2所示;Forward primer>gD-F, 5-NNNNNNNNNNNNTAAATCACGCTTTCAATA, N represents base A, T, G or C, as shown in SEQ ID NO.2;
反向引物>gD-R,5-NNNNNNNNNNNNCGACTCGGTGCCACTTT,N表示碱基A、T、G或C,如SEQID NO.3所示。Reverse primer>gD-R, 5-NNNNNNNNNNNNCGACTCGGTGCCACTTT, N represents base A, T, G or C, as shown in SEQ ID NO.3.
5、以步骤3抽提的两组基因组作为模板,用步骤4描述的引物对gD-F/gD-R扩增sgRNA片段,然后执行高通量测序,步骤3所得的全部基因组都要用于PCR扩增。5. Using the two sets of genomes extracted in
6、通过分析步骤5的高通量测序数据,统计两组细胞sgRNA的丰度,分析筛选家蚕细胞与农药互作的靶点基因,其中,与对照组相比,实验组sgRNA富集或消耗的基因为家蚕细胞与农药互作的候选靶点基因。6. By analyzing the high-throughput sequencing data in
8、家蚕细胞与农药互作靶点基因的筛选结果8. Screening results of the interaction target genes between silkworm cells and pesticides
1)阿维菌素筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了已知的抗药性相关基因P450等,也筛选到了一些可能的抗性基因(深色色字体),具有转运载体活性的基因,见图1。1) Among the top 20 genes with significant enrichment in gRNA abundance screened by abamectin, known drug resistance-related genes such as P450 were screened, and some possible resistance genes were also screened (dark font) , genes with transporter activity, see Figure 1.
2)印楝素筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了一些可能的抗性基因(深色色字体),具有转运载体活性的基因,见图2。2) Among the top 20 genes with significantly enriched gRNA abundance screened by azadirachtin, some possible resistance genes (dark fonts) and genes with transporter activity were screened, as shown in Figure 2.
3)鱼藤酮筛选的排名前二十的gRNA丰度显著富集的基因中,筛选到了已知的抗药性相关基因P450等,也筛选到了一些可能的抗性基因(深色色字体),具有转运载体活性的基因,见图3。3) Among the top 20 genes with significant enrichment in gRNA abundance screened by rotenone, the known drug resistance-related genes P450, etc. were screened, and some possible resistance genes (dark font) were also screened. The gene for vector activity is shown in Figure 3.
4)我们筛选到的生物源的三种农药筛选的排名前二十的gRNA丰度显著消耗的基因,存在很大的重叠部分,这也许说明细胞对不同农药的相应有共同的机制,见图4。4) The top 20 genes that were significantly depleted in gRNA abundance by the three pesticides of biological origin screened by us have a large overlap, which may indicate that cells respond to different pesticides with a common mechanism, see Fig. 4.
5)生物源的三种农药筛选到的gRNA丰度显著差异的基因与已知的几大类抗药性相关基因家族重叠的基因数,见图5。5) The number of genes with significantly different gRNA abundances screened from the three biologically derived pesticides and the known gene families of several major categories of drug resistance-related genes are shown in Figure 5.
9、以上实验说明运用CRISPR介导的全基因组编辑细胞文库可以有效的筛选出真核生物细胞与农药互作的靶点基因。9. The above experiments show that the use of CRISPR-mediated whole genome editing cell library can effectively screen out the target genes that interact with eukaryotic cells and pesticides.
最后说明的是,以上优选实施例仅用以说明本发明的技术方案而非限制,尽管通过上述优选实施例已经对本发明进行了详细的描述,但本领域技术人员应当理解,可以在形式上和细节上对其作出各种各样的改变,而不偏离本发明权利要求书所限定的范围。Finally, it should be noted that the above preferred embodiments are only used to illustrate the technical solutions of the present invention and not to limit them. Although the present invention has been described in detail through the above preferred embodiments, those skilled in the art should Various changes may be made in details without departing from the scope of the invention as defined by the claims.
序列表sequence listing
<110> 西南大学<110> Southwest University
<120> 一种高通量筛选真核生物细胞与农药互作靶点基因的方法<120> A method for high-throughput screening of eukaryotic cells and pesticide interaction target genes
<130> 2020<130> 2020
<160> 3<160> 3
<170> SIPOSequenceListing 1.0<170> SIPOSequenceListing 1.0
<210> 1<210> 1
<211> 6161<211> 6161
<212> DNA<212> DNA
<213> Artificial<213> Artificial
<400> 1<400> 1
aaatcaactt gtgttatagt cacggatttg ccgtccaacg tgttcctcaa aaagttgaag 60aaatcaactt gtgttatagt cacggatttg ccgtccaacg tgttcctcaa aaagttgaag 60
accaacaagt ttacggacac tattaattat ttgattttgc cccacttcat tttgtgggat 120accaacaagt ttacggacac tattaattat ttgattttgc cccacttcat tttgtgggat 120
cacaattttg ttatattttt aaacaaagct tggcactggc cgtcgtttta caacgtcgtg 180cacaattttg ttatattttt aaacaaagct tggcactggc cgtcgtttta caacgtcgtg 180
actgggaaaa ccctggcgtt acccaactta atcgccttgc agcacatccc cctttcgcca 240actgggaaaa ccctggcgtt acccaactta atcgccttgc agcacatccc cctttcgcca 240
gctggcgtaa tagcgaagag gcccgcaccg atcgcccttc ccaacagttg cgcagcctga 300gctggcgtaa tagcgaagag gcccgcaccg atcgcccttc ccaacagttg cgcagcctga 300
atggcgaatg gcgcctgatg cggtattttc tccttacgca tctgtgcggt atttcacacc 360atggcgaatg gcgcctgatg cggtattttc tccttacgca tctgtgcggt atttcacacc 360
gcatatggtg cactctcagt acaatctgct ctgatgccgc atagttaagc cagccccgac 420gcatatggtg cactctcagt acaatctgct ctgatgccgc atagttaagc cagccccgac 420
acccgccaac acccgctgac gcgccctgac gggcttgtct gctcccggca tccgcttaca 480acccgccaac acccgctgac gcgccctgac gggcttgtct gctcccggca tccgcttaca 480
gacaagctgt gaccgtctcc gggagctgca tgtgtcagag gttttcaccg tcatcaccga 540gacaagctgt gaccgtctcc gggagctgca tgtgtcagag gttttcaccg tcatcaccga 540
aacgcgcgag acgaaagggc ctcgtgatac gcctattttt ataggttaat gtcatgataa 600aacgcgcgag acgaaagggc ctcgtgatac gcctattttt ataggttaat gtcatgataa 600
taatggtttc ttagacgtca ggtggcactt ttcggggaaa tgtgcgcgga acccctattt 660taatggtttc ttagacgtca ggtggcactt ttcggggaaa tgtgcgcgga acccctattt 660
gtttattttt ctaaatacat tcaaatatgt atccgctcat gagacaataa ccctgataaa 720gtttatttttt ctaaatacat tcaaatatgt atccgctcat gagacaataa ccctgataaa 720
tgcttcaata atattgaaaa aggaagagta tgagtattca acatttccgt gtcgccctta 780tgcttcaata atattgaaaa aggaagagta tgagtattca acatttccgt gtcgccctta 780
ttcccttttt tgcggcattt tgccttcctg tttttgctca cccagaaacg ctggtgaaag 840ttcccttttt tgcggcattt tgccttcctg ttttttgctca cccagaaacg ctggtgaaag 840
taaaagatgc tgaagatcag ttgggtgcac gagtgggtta catcgaactg gatctcaaca 900taaaagatgc tgaagatcag ttgggtgcac gagtgggtta catcgaactg gatctcaaca 900
gcggtaagat ccttgagagt tttcgccccg aagaacgttt tccaatgatg agcactttta 960gcggtaagat ccttgagagt tttcgccccg aagaacgttt tccaatgatg agcactttta 960
aagttctgct atgtggcgcg gtattatccc gtattgacgc cgggcaagag caactcggtc 1020aagttctgct atgtggcgcg gtattatccc gtattgacgc cgggcaagag caactcggtc 1020
gccgcataca ctattctcag aatgacttgg ttgagtactc accagtcaca gaaaagcatc 1080gccgcataca ctattctcag aatgacttgg ttgagtactc accagtcaca gaaaagcatc 1080
ttacggatgg catgacagta agagaattat gcagtgctgc cataaccatg agtgataaca 1140ttaacggatgg catgacagta agagaattat gcagtgctgc cataaccatg agtgataaca 1140
ctgcggccaa cttacttctg acaacgatcg gaggaccgaa ggagctaacc gcttttttgc 1200ctgcggccaa cttacttctg acaacgatcg gaggaccgaa ggagctaacc gcttttttgc 1200
acaacatggg ggatcatgta actcgccttg atcgttggga accggagctg aatgaagcca 1260acaacatggg ggatcatgta actcgccttg atcgttggga accggagctg aatgaagcca 1260
taccaaacga cgagcgtgac accacgatgc ctgtagcaat ggcaacaacg ttgcgcaaac 1320taccaaacga cgagcgtgac accacgatgc ctgtagcaat ggcaacaacg ttgcgcaaac 1320
tattaactgg cgaactactt actctagctt cccggcaaca attaatagac tggatggagg 1380tattaactgg cgaactactt actctagctt cccggcaaca attaatagac tggatggagg 1380
cggataaagt tgcaggacca cttctgcgct cggcccttcc ggctggctgg tttattgctg 1440cggataaagt tgcaggacca cttctgcgct cggcccttcc ggctggctgg tttattgctg 1440
ataaatctgg agccggtgag cgtgggtctc gcggtatcat tgcagcactg gggccagatg 1500ataaatctgg agccggtgag cgtgggtctc gcggtatcat tgcagcactg gggccagatg 1500
gtaagccctc ccgtatcgta gttatctaca cgacggggag tcaggcaact atggatgaac 1560gtaagccctc ccgtatcgta gttatctaca cgacggggag tcaggcaact atggatgaac 1560
gaaatagaca gatcgctgag ataggtgcct cactgattaa gcattggtaa ctgtcagacc 1620gaaatagaca gatcgctgag ataggtgcct cactgattaa gcattggtaa ctgtcagacc 1620
aagtttactc atatatactt tagattgatt taaaacttca tttttaattt aaaaggatct 1680aagtttactc atatatactt tagattgatt taaaacttca ttttttaattt aaaaggatct 1680
aggtgaagat cctttttgat aatctcatga ccaaaatccc ttaacgtgag ttttcgttcc 1740aggtgaagat ccttttttgat aatctcatga ccaaaatccc ttaacgtgag ttttcgttcc 1740
actgagcgtc agaccccgta gaaaagatca aaggatcttc ttgagatcct ttttttctgc 1800actgagcgtc agaccccgta gaaaagatca aaggatcttc ttgagatcct ttttttctgc 1800
gcgtaatctg ctgcttgcaa acaaaaaaac caccgctacc agcggtggtt tgtttgccgg 1860gcgtaatctg ctgcttgcaa acaaaaaaac caccgctacc agcggtggtt tgtttgccgg 1860
atcaagagct accaactctt tttccgaagg taactggctt cagcagagcg cagataccaa 1920atcaagagct accaactctt tttccgaagg taactggctt cagcagagcg cagataccaa 1920
atactgttct tctagtgtag ccgtagttag gccaccactt caagaactct gtagcaccgc 1980atactgttct tctagtgtag ccgtagttag gccaccactt caagaactct gtagcaccgc 1980
ctacatacct cgctctgcta atcctgttac cagtggctgc tgccagtggc gataagtcgt 2040ctacatacct cgctctgcta atcctgttac cagtggctgc tgccagtggc gataagtcgt 2040
gtcttaccgg gttggactca agacgatagt taccggataa ggcgcagcgg tcgggctgaa 2100gtcttaccgg gttggactca agacgatagt taccggataa ggcgcagcgg tcgggctgaa 2100
cggggggttc gtgcacacag cccagcttgg agcgaacgac ctacaccgaa ctgagatacc 2160cggggggttc gtgcacacag cccagcttgg agcgaacgac ctacaccgaa ctgagatacc 2160
tacagcgtga gctatgagaa agcgccacgc ttcccgaagg gagaaaggcg gacaggtatc 2220tacagcgtga gctatgagaa agcgccacgc ttcccgaagg gagaaaggcg gacaggtatc 2220
cggtaagcgg cagggtcgga acaggagagc gcacgaggga gcttccaggg ggaaacgcct 2280cggtaagcgg cagggtcgga acaggagagc gcacgaggga gcttccaggg ggaaacgcct 2280
ggtatcttta tagtcctgtc gggtttcgcc acctctgact tgagcgtcga tttttgtgat 2340ggtatcttta tagtcctgtc gggtttcgcc acctctgact tgagcgtcga tttttgtgat 2340
gctcgtcagg ggggcggagc ctatggaaaa acgccagcaa cgcggccttt ttacggttcc 2400gctcgtcagg ggggcggagc ctatggaaaa acgccagcaa cgcggccttt ttacggttcc 2400
tggccttttg ctggcctttt gctcacatgt tctttcctgc gttatcccct gattctgtgg 2460tggccttttg ctggcctttt gctcacatgt tctttcctgc gttatcccct gattctgtgg 2460
ataaccgtat taccgccttt gagtgagctg ataccgctcg ccgcagccga acgaccgagc 2520ataaccgtat taccgccttt gagtgagctg ataccgctcg ccgcagccga acgaccgagc 2520
gcagcgagtc agtgagcgag gaagcggaag agcgcccaat acgcaaaccg cctctccccg 2580gcagcgagtc agtgagcgag gaagcggaag agcgcccaat acgcaaaccg cctctccccg 2580
cgcgttggcc gattcattaa tgcagctggc acgacaggtt tcccgactgg aaagcgggca 2640cgcgttggcc gattcattaa tgcagctggc acgacaggtt tcccgactgg aaagcgggca 2640
gtgagcgcaa cgcaattaat gtgagttagc tcactcatta ggcaccccag gctttacact 2700gtgagcgcaa cgcaattaat gtgagttagc tcactcatta ggcaccccag gctttacact 2700
ttatgcttcc ggctcgtatg ttgtgtggaa ttgtgagcgg ataacaattt cacacaggaa 2760ttatgcttcc ggctcgtatg ttgtgtggaa ttgtgagcgg ataacaattt cacacaggaa 2760
acagctatga catgattacg aattcgaatt cccatccccc tagaatccca aaacaaactg 2820acagctatga catgattacg aattcgaatt cccatccccc tagaatccca aaacaaactg 2820
gttattgtgg taggtcattt gtttggcaga aagaaaactc gagaaatttc tctggccgtt 2880gttattgtgg taggtcattt gtttggcaga aagaaaactc gagaaatttc tctggccgtt 2880
attcgttatt ctctcttttc tttttgggtc tctccctctc tgcactaatg ctctctcact 2940attcgttatt ctctcttttc tttttgggtc tctccctctc tgcactaatg ctctctcact 2940
ctgtcacaca gtaaacggca tactgctctc gttggttcga gagagcgcgc ctcgaatgtt 3000ctgtcacaca gtaaacggca tactgctctc gttggttcga gagagcgcgc ctcgaatgtt 3000
cgcgaaaaga gcgccggagt ataaatagag gcgcttcgtc tacggagcga caattcaatt 3060cgcgaaaaga gcgccggagt ataaatagag gcgcttcgtc tacggagcga caattcaatt 3060
caaacaagca aagtgaacac gtcgctaagc gaaagctaag caaataaaca agcgcagctg 3120caaacaagca aagtgaacac gtcgctaagc gaaagctaag caaataaaca agcgcagctg 3120
aacaagctaa acaatctgca gtaaagtgca agttaaagtg aatcaattaa aagtaaccag 3180aacaagctaa acaatctgca gtaaagtgca agttaaagtg aatcaattaa aagtaaccag 3180
caaccaagta aatcaactgc aactactgaa atctgccaag aagtaattat tgaatacaag 3240caaccaagta aatcaactgc aactactgaa atctgccaag aagtaattat tgaatacaag 3240
aagagaactc tgggggatcc ccgtgaggcg tgcttgtcaa tgcggtaagt gtcactgatt 3300aagagaactc tgggggatcc ccgtgaggcg tgcttgtcaa tgcggtaagt gtcactgatt 3300
ttgaactata acgaccgcgt gagtcaaaat gacgcatgat tatcttttac gtgactttta 3360ttgaactata acgaccgcgt gagtcaaaat gacgcatgat tatcttttac gtgactttta 3360
agatttaact catacgataa ttatattgtt atttcatgtt ctacttacgt gataacttat 3420agatttaact catacgataa ttatattgtt atttcatgtt ctacttacgt gataacttat 3420
tatatatata ttttcttgtt atagatatcg tgactaatat ataataaaat gggtagttct 3480tatatatata ttttcttgtt atagatatcg tgactaatat ataataaaat gggtagttct 3480
ttagacgatg agcatatcct ctctgctctt ctgcaaagcg atgacgagct tgttggtgag 3540ttagacgatg agcatatcct ctctgctctt ctgcaaagcg atgacgagct tgttggtgag 3540
gattctgaca gtgaaatatc agatcacgta agtgaagatg acgtccagag cgatacagaa 3600gattctgaca gtgaaatatc agatcacgta agtgaagatg acgtccagag cgatacagaa 3600
gaagcgttta tagatgaggt acatgaagtg cagccaacgt caagcggtag tgaaatatta 3660gaagcgttta tagatgaggt acatgaagtg cagccaacgt caagcggtag tgaaatatta 3660
gacgaacaaa atgttattga acaaccaggt tcttcattgg cttctaacag aatcttgacc 3720gacgaacaaa atgttattga acaaccaggt tcttcattgg cttctaacag aatcttgacc 3720
ttgccacaga ggactattag aggtaagaat aaacattgtt ggtcaacttc aaagtccacg 3780ttgccacaga ggactattag aggtaagaat aaacattgtt ggtcaacttc aaagtccacg 3780
aggcgtagcc gagtctctgc actgaacatt gtcagatctc aaagaggtcc gacgcgtatg 3840aggcgtagcc gagtctctgc actgaacatt gtcagatctc aaagaggtcc gacgcgtatg 3840
tgccgcaata tatatgaccc acttttatgc ttcaaactat tttttactga tgagataatt 3900tgccgcaata tatatgaccc acttttatgc ttcaaactat tttttactga tgagataatt 3900
tcggaaattg taaaatggac aaatgctgag atatcattga aacgtcggga atctatgaca 3960tcggaaattg taaaatggac aaatgctgag atatcattga aacgtcggga atctatgaca 3960
ggtgctacat ttcgtgacac gaatgaagat gaaatctatg ctttctttgg tattctggta 4020ggtgctacat ttcgtgacac gaatgaagat gaaatctatg ctttctttgg tattctggta 4020
atgacagcag tgagaaaaga taaccacatg tccacagatg acctctttga tcgatctttg 4080atgacagcag tgagaaaaga taaccacatg tccacagatg acctctttga tcgatctttg 4080
tcaatggtgt acgtctctgt aatgagtcgt gatcgttttg attttttgat acgatgtctt 4140tcaatggtgt acgtctctgt aatgagtcgt gatcgttttg attttttgat acgatgtctt 4140
agaatggatg acaaaagtat acggcccaca cttcgagaaa acgatgtatt tactcctgtt 4200agaatggatg acaaaagtat acggcccaca cttcgagaaa acgatgtatt tactcctgtt 4200
agaaaaatat gggatctctt tatccatcag tgcatacaaa attacactcc aggggctcat 4260agaaaaatat gggatctctt tatccatcag tgcatacaaa attacactcc aggggctcat 4260
ttgaccatag atgaacagtt acttggtttt agaggacggt gtccgtttag gatgtatatc 4320ttgaccatag atgaacagtt acttggtttt agaggacggt gtccgtttag gatgtatatc 4320
ccaaacaagc caagtaagta tggaataaaa atcctcatga tgtgtgacag tggtacgaag 4380ccaaacaagc caagtaagta tggaataaaa atcctcatga tgtgtgacag tggtacgaag 4380
tatatgataa atggaatgcc ttatttggga agaggaacac agaccaacgg agtaccactc 4440tatatgataa atggaatgcc ttatttggga agaggaacac agaccaacgg agtaccactc 4440
ggtgaatact acgtgaagga gttatcaaag cctgtgcacg gtagttgtcg taatattacg 4500ggtgaatact acgtgaagga gttatcaaag cctgtgcacg gtagttgtcg taatattacg 4500
tgtgacaatt ggttcacctc aatccctttg gcaaaaaact tactacaaga accgtataag 4560tgtgacaatt ggttcacctc aatccctttg gcaaaaaact tactacaaga accgtataag 4560
ttaaccattg tgggaaccgt gcgatcaaac aaacgcgaga taccggaagt actgaaaaac 4620ttaaccattg tgggaaccgt gcgatcaaac aaacgcgaga taccggaagt actgaaaaac 4620
agtcgctcca ggccagtggg aacatcgatg ttttgttttg acggacccct tactctcgtc 4680agtcgctcca ggccagtggg aacatcgatg ttttgttttg acggacccct tactctcgtc 4680
tcatataaac cgaagccagc taagatggta tacttattat catcttgtga tgaggatgct 4740tcatataaac cgaagccagc taagatggta tacttattat catcttgtga tgaggatgct 4740
tctatcaacg aaagtaccgg taaaccgcaa atggttatgt attataatca aactaaaggc 4800tctatcaacg aaagtaccgg taaaccgcaa atggttatgt attataatca aactaaaggc 4800
ggagtggaca cgctagacca aatgtgttct gtgatgacct gcagtaggaa gacgaatagg 4860ggagtggaca cgctagacca aatgtgttct gtgatgacct gcagtaggaa gacgaatagg 4860
tggcctatgg cattattgta cggaatgata aacattgcct gcataaattc ttttattata 4920tggcctatgg cattattgta cggaatgata aacattgcct gcataaattc ttttattata 4920
tacagccata atgtcagtag caagggagaa aaggttcaaa gtcgcaaaaa atttatgaga 4980tacagccata atgtcagtag caagggagaa aaggttcaaa gtcgcaaaaa atttatgaga 4980
aacctttaca tgagcctgac gtcatcgttt atgcgtaagc gtttagaagc tcctactttg 5040aacctttaca tgagcctgac gtcatcgttt atgcgtaagc gtttagaagc tcctactttg 5040
aagagatatt tgcgcgataa tatctctaat attttgccaa atgaagtgcc tggtacatca 5100aagagatatt tgcgcgataa tatctctaat attttgccaa atgaagtgcc tggtacatca 5100
gatgacagta ctgaagagcc agtaatgaaa aaacgtactt actgtactta ctgcccctct 5160gatgacagta ctgaagagcc agtaatgaaa aaacgtactt actgtactta ctgcccctct 5160
aaaataaggc gaaaggcaaa tgcatcgtgc aaaaaatgca aaaaagttat ttgtcgagag 5220aaaataaggc gaaaggcaaa tgcatcgtgc aaaaaatgca aaaaagttat ttgtcgagag 5220
cataatattg atatgtgcca aagttgtttc tgactgacta ataagtataa tttgtttcta 5280cataatattg atatgtgcca aagttgtttc tgactgacta ataagtataa tttgtttcta 5280
ttatgtataa gttaagctaa ttacttattt tataatacaa catgactgtt tttaaagtac 5340ttatgtataa gttaagctaa ttacttattt tataatacaa catgactgtt tttaaagtac 5340
aaaataagtt tatttttgta aaagagagaa tgtttaaaag ttttgttact ttatagaaga 5400aaaataagtt tatttttgta aaagagagaa tgtttaaaag ttttgttact ttatagaaga 5400
aattttgagt ttttgttttt ttttaataaa taaataaaca taaataaatt gtttgttgaa 5460aattttgagt ttttgttttt ttttaataaa taaataaaca taaataaatt gtttgttgaa 5460
tttattatta gtatgtaagt gtaaatataa taaaacttaa tatctattca aattaataaa 5520tttattatta gtatgtaagt gtaaatataa taaaacttaa tatctattca aattaataaa 5520
taaacctcga tatacagacc gataaaacac atgcgtcaat tttacgcatg attatcttta 5580taaacctcga tatacagacc gataaaacac atgcgtcaat tttacgcatg attatcttta 5580
acgtacgtca caatatgatt atctttctag ggttaaataa tagtttctaa tttttttatt 5640acgtacgtca caatatgatt atctttctag ggttaaataa tagtttctaa ttttttttatt 5640
attcagcctg ctgtcgtgaa taccgtatat ctcaacgctg tctgtgagat tgtcgtattc 5700attcagcctg ctgtcgtgaa taccgtatat ctcaacgctg tctgtgagat tgtcgtattc 5700
tagccttttt agtttttcgc tcatcgactt gatattgtcc gacacatttt cgtcgatttg 5760tagccttttt agtttttcgc tcatcgactt gatattgtcc gacacatttt cgtcgatttg 5760
cgttttgatc aaagacttga gcagagacac gttaatcaac tgttcaaatt gatccatatt 5820cgttttgatc aaagacttga gcagagacac gttaatcaac tgttcaaatt gatccatatt 5820
aacgatatca acccgatgcg tatatggtgc gtaaaatata ttttttaacc ctcttatact 5880aacgatatca acccgatgcg tatatggtgc gtaaaatata ttttttaacc ctcttatact 5880
ttgcactctg cgttaatacg cgttcgtgta cagacgtaat catgttttct tttttggata 5940ttgcactctg cgttaatacg cgttcgtgta cagacgtaat catgttttct tttttggata 5940
aaactcctac tgagtttgac ctcatattag accctcacaa gttgcaaaac gtggcatttt 6000aaactcctac tgagtttgac ctcatattag accctcacaa gttgcaaaac gtggcatttt 6000
ttaccaatga agaatttaaa gttattttaa aaaatttcat cacagattta aagaagaacc 6060ttaccaatga agaatttaaa gttattttaa aaaatttcat cacagattta aagaagaacc 6060
aaaaattaaa ttatttcaac agtttaatcg accagttaat caacgtgtac acagacgcgt 6120aaaaattaaa ttatttcaac agtttaatcg accagttaat caacgtgtac acagacgcgt 6120
cggcaaaaaa cacgcagccc gacgtgttgg ctaaaattat t 6161cggcaaaaaa cacgcagccc gacgtgttgg ctaaaattat t 6161
<210> 2<210> 2
<211> 30<211> 30
<212> DNA<212> DNA
<213> Artificial<213> Artificial
<220><220>
<221> misc_feature<221> misc_feature
<222> (1)..(12)<222> (1)..(12)
<223> n is a, c, g, or t<223> n is a, c, g, or t
<400> 2<400> 2
nnnnnnnnnn nntaaatcac gctttcaata 30nnnnnnnnnn nntaaatcac gctttcaata 30
<210> 3<210> 3
<211> 29<211> 29
<212> DNA<212> DNA
<213> Artificial<213> Artificial
<220><220>
<221> misc_feature<221> misc_feature
<222> (1)..(12)<222> (1)..(12)
<223> n is a, c, g, or t<223> n is a, c, g, or t
<400> 3<400> 3
nnnnnnnnnn nncgactcgg tgccacttt 29nnnnnnnnnn nncgactcgg tgccacttt 29
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