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Metagenome Analysis of Protein Domain Collocation within Cellulase Genes of Goat Rumen Microbes

机译:山羊瘤胃微生物纤维素酶基因内蛋白质结构域搭配的元基因组分析

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摘要

In this study, protein domains with cellulase activity in goat rumen microbes were investigated using metagenomic and bioinformatic analyses. After the complete genome of goat rumen microbes was obtained using a shotgun sequencing method, 217,892,109 pair reads were filtered, including only those with 70% identity, 100-bp matches, and thresholds below E−10 using METAIDBA. These filtered contigs were assembled and annotated using blastN against the NCBI nucleotide database. As a result, a microbial community structure with 1431 species was analyzed, among which Prevotella ruminicola 23 bacteria and Butyrivibrio proteoclasticus B316 were the dominant groups. In parallel, 201 sequences related with cellulase activities (EC.3.2.1.4) were obtained through blast searches using the enzyme.dat file provided by the NCBI database. After translating the nucleotide sequence into a protein sequence using Interproscan, 28 protein domains with cellulase activity were identified using the HMMER package with threshold E values below 10−5. Cellulase activity protein domain profiling showed that the major protein domains such as lipase GDSL, cellulase, and Glyco hydro 10 were present in bacterial species with strong cellulase activities. Furthermore, correlation plots clearly displayed the strong positive correlation between some protein domain groups, which was indicative of microbial adaption in the goat rumen based on feeding habits. This is the first metagenomic analysis of cellulase activity protein domains using bioinformatics from the goat rumen.
机译:在这项研究中,使用宏基因组学和生物信息学分析研究了山羊瘤胃微生物中具有纤维素酶活性的蛋白质结构域。使用a弹枪测序方法获得山羊瘤胃微生物的完整基因组后,使用METAIDBA过滤217,892,109对读段,包括仅具有70%同一性,100 bp匹配和低于E -10 的阈值的读段。使用blastN针对NCBI核苷酸数据库组装并过滤这些重叠群。结果,分析了具有1431种细菌的微生物群落结构,其中鲁氏小球藻23种细菌和变形破壁支原体B316是优势菌。平行地,使用NCBI数据库提供的asen.dat文件通过blast搜索获得了与纤维素酶活性有关的201个序列(EC.3.2.1.4)。使用Interproscan将核苷酸序列翻译成蛋白质序列后,使用HMMER软件包鉴定了28个具有纤维素酶活性的蛋白质结构域,其阈值E值低于10 -5 。纤维素酶活性蛋白结构域谱分析表明,主要的蛋白结构域(如脂肪酶GDSL,纤维素酶和Glyco hydro 10)存在于具有较强纤维素酶活性的细菌物种中。此外,相关图清楚地显示了某些蛋白质结构域组之间的强正相关,这表明根据喂养习惯在山羊瘤胃中的微生物适应性。这是首次使用山羊瘤胃的生物信息学对纤维素酶活性蛋白域进行宏基因组学分析。

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