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Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations
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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6562920/ https://www.ncbi.nlm.nih.gov/pubmed/31137556 http://dx.doi.org/10.3390/genes10050382 |
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author | Kumar, Himansu Park, Woncheol Srikanth, Krishnamoorthy Choi, Bong-Hwan Cho, Eun-Seok Lee, Kyung-Tai Kim, Jun-Mo Kim, Kwangmin Park, Junhyung Lim, Dajeong Park, Jong-Eun |
author_facet | Kumar, Himansu Park, Woncheol Srikanth, Krishnamoorthy Choi, Bong-Hwan Cho, Eun-Seok Lee, Kyung-Tai Kim, Jun-Mo Kim, Kwangmin Park, Junhyung Lim, Dajeong Park, Jong-Eun |
author_sort | Kumar, Himansu |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6562920 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-65629202019-06-17 Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations Kumar, Himansu Park, Woncheol Srikanth, Krishnamoorthy Choi, Bong-Hwan Cho, Eun-Seok Lee, Kyung-Tai Kim, Jun-Mo Kim, Kwangmin Park, Junhyung Lim, Dajeong Park, Jong-Eun Genes (Basel) Article 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. MDPI 2019-05-20 /pmc/articles/PMC6562920/ /pubmed/31137556 http://dx.doi.org/10.3390/genes10050382 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kumar, Himansu Park, Woncheol Srikanth, Krishnamoorthy Choi, Bong-Hwan Cho, Eun-Seok Lee, Kyung-Tai Kim, Jun-Mo Kim, Kwangmin Park, Junhyung Lim, Dajeong Park, Jong-Eun Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title | Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title_full | Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title_fullStr | Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title_full_unstemmed | Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title_short | Comparison of Bacterial Populations in the Ceca of Swine at Two Different Stages and Their Functional Annotations |
title_sort | comparison of bacterial populations in the ceca of swine at two different stages and their functional annotations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6562920/ https://www.ncbi.nlm.nih.gov/pubmed/31137556 http://dx.doi.org/10.3390/genes10050382 |
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