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Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations

机译:猪盲肠两个不同阶段细菌种群的比较及其功能注释

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摘要

The microbial composition in the cecum of pig influences host health, immunity, nutrient digestion, and feeding requirements significantly. Advancements in metagenome sequencing technologies such as 16S rRNAs have made it possible to explore cecum microbial population. In this study, we performed a comparative analysis of cecum microbiota of crossbred Korean native pigs at two different growth stages (stage L = 10 weeks, and stage LD = 26 weeks) using 16S rRNA sequencing technology. Our results revealed remarkable differences in microbial composition, α and β diversity, and differential abundance between the two stages. Phylum composition analysis with respect to SILVA132 database showed Firmicutes to be present at 51.87% and 48.76% in stages L and LD, respectively. Similarly, Bacteroidetes were present at 37.28% and 45.98% in L and LD, respectively. The genera Prevotella, Anaerovibrio, Succinivibrio, Megasphaera were differentially enriched in stage L, whereas Clostridium, Terrisporobacter, Rikenellaceae were enriched in stage LD. Functional annotation of microbiome by level-three KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway analysis revealed that glycine, serine, threonine, valine, leucine, isoleucine arginine, proline, and tryptophan metabolism were differentially enriched in stage L, whereas alanine, aspartate, glutamate, cysteine, methionine, phenylalanine, tyrosine, and tryptophan biosynthesis metabolism were differentially enriched in stage LD. Through machine-learning approaches such as LEfSe (linear discriminant analysis effect size), random forest, and Pearson’s correlation, we found pathways such as amino acid metabolism, transport systems, and genetic regulation of metabolism are commonly enriched in both stages. Our findings suggest that the bacterial compositions in cecum content of pigs are heavily involved in their nutrient digestion process. This study may help to meet the demand of human food and can play significant roles in medicinal application.
机译:猪盲肠中的微生物组成会显着影响宿主的健康,免疫力,营养消化和饲喂需求。诸如16S rRNA等超基因组测序技术的进步,使得探索盲肠微生物种群成为可能。在这项研究中,我们使用16S rRNA测序技术对杂交的韩国本地猪盲肠微生物群在两个不同的生长阶段(L期= 10周,LD期= 26周)进行了比较分析。我们的结果表明,两个阶段的微生物组成,α和β多样性以及丰度差异显着。相对于SILVA132数据库的菌斑成分分析表明,在L和LD阶段,菌毛分别占51.87%和48.76%。同样,L和LD中的拟杆菌含量分别为37.28%和45.98%。在L期,Prevotella,Anaerovibrio,Succinivibrio,Megasphaera属差异富集,而在LD期,梭菌,Terrisporobacter,Renkenellaceae富集。通过三级KEGG(基因与基因组京都百科全书)途径分析对微生物组的功能注释显示,L期的甘氨酸,丝氨酸,苏氨酸,缬氨酸,亮氨酸,异亮氨酸,精氨酸,脯氨酸和色氨酸代谢差异丰富,而丙氨酸,天冬氨酸LD阶段谷氨酸,半胱氨酸,蛋氨酸,苯丙氨酸,酪氨酸和色氨酸生物合成代谢差异性富集。通过机器学习方法,例如LEfSe(线性判别分析效果大小),随机森林和Pearson的相关性,我们发现氨基酸代谢,转运系统和代谢的遗传调控等途径通常在这两个阶段都丰富。我们的研究结果表明,猪盲肠中细菌的组成与营养消化过程密切相关。这项研究可能有助于满足人类对食品的需求,并且可以在药物应用中发挥重要作用。

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