Metagenome Analysis of Intestinal Bacteria in Healthy People, Patients With Inflammatory Bowel Disease and Colorectal Cancer

Several reports suggesting that the intestinal microbiome plays a key role in the development of inflammatory bowel disease (IBD) or colorectal cancer (CRC), but the changes of intestinal bacteria in healthy people, patients with IBD and CRC are not fully explained. The study aimed to investigate ch...

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Veröffentlicht in:Frontiers in cellular and infection microbiology 2021-02, Vol.11, p.599734-599734
Hauptverfasser: Ma, Yongshun, Zhang, Yao, Xiang, Jianghou, Xiang, Shixin, Zhao, Yueshui, Xiao, Mintao, Du, Fukuan, Ji, Huijiao, Kaboli, Parham Jabbarzadeh, Wu, Xu, Li, Mingxing, Wen, Qinglian, Shen, Jing, Yang, Zhongmin, Li, Jing, Xiao, Zhangang
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container_title Frontiers in cellular and infection microbiology
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creator Ma, Yongshun
Zhang, Yao
Xiang, Jianghou
Xiang, Shixin
Zhao, Yueshui
Xiao, Mintao
Du, Fukuan
Ji, Huijiao
Kaboli, Parham Jabbarzadeh
Wu, Xu
Li, Mingxing
Wen, Qinglian
Shen, Jing
Yang, Zhongmin
Li, Jing
Xiao, Zhangang
description Several reports suggesting that the intestinal microbiome plays a key role in the development of inflammatory bowel disease (IBD) or colorectal cancer (CRC), but the changes of intestinal bacteria in healthy people, patients with IBD and CRC are not fully explained. The study aimed to investigate changes of intestinal bacteria in healthy subjects, patients with IBD, and patients with CRC. We collected data from the European Nucleotide Archive on healthy people and patients with colorectal cancer with the study accession number PRJEB6070, PRJEB7774, PRJEB27928, PRJEB12449, and PRJEB10878, collected IBD patient data from the Integrated Human Microbiome Project from the Human Microbiome Project Data Portal. We performed metagenome-wide association studies on the fecal samples from 290 healthy subjects, 512 IBD patients, and 285 CRC patients. We used the metagenomics dataset to study bacterial community structure, relative abundance, functional prediction, differentially abundant bacteria, and co-occurrence networks. The bacterial community structure in both IBD and CRC was significantly different from healthy subjects. Our results showed that IBD patients had low intestinal bacterial diversity and CRC patients had high intestinal bacterial diversity compared to healthy subjects. At the phylum level, the relative abundance of Firmicutes in IBD decreased significantly, while the relative abundance of Bacteroidetes increased significantly. At the genus level, the relative abundance of in IBD was higher than in healthy people and CRC. Compared with healthy people and CRC, the main difference of intestinal bacteria in IBD patients was Bacteroidetes, and compared with healthy people and IBD, the main difference of intestinal bacteria in CRC patients was in Fusobacteria, Verrucomicrobia, and Proteobacteria. The main differences in the functional composition of intestinal bacteria in healthy people, IBD and CRC patients were L-homoserine and L-methionine biosynthesis, 5-aminoimidazole ribonucleotide biosynthesis II, L-methionine biosynthesis I, and superpathway of L-lysine, L-threonine, and L-methionine biosynthesis I. The results of stratified showed that the abundance of Firmicutes, Bacteroidetes, and Actinobacteria involved in metabolic pathways has significantly changed. Besides, the association network of intestinal bacteria in healthy people, IBD, and CRC patients has also changed. In conclusion, compared with healthy people, the taxonomic and functional compos
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The study aimed to investigate changes of intestinal bacteria in healthy subjects, patients with IBD, and patients with CRC. We collected data from the European Nucleotide Archive on healthy people and patients with colorectal cancer with the study accession number PRJEB6070, PRJEB7774, PRJEB27928, PRJEB12449, and PRJEB10878, collected IBD patient data from the Integrated Human Microbiome Project from the Human Microbiome Project Data Portal. We performed metagenome-wide association studies on the fecal samples from 290 healthy subjects, 512 IBD patients, and 285 CRC patients. We used the metagenomics dataset to study bacterial community structure, relative abundance, functional prediction, differentially abundant bacteria, and co-occurrence networks. The bacterial community structure in both IBD and CRC was significantly different from healthy subjects. Our results showed that IBD patients had low intestinal bacterial diversity and CRC patients had high intestinal bacterial diversity compared to healthy subjects. At the phylum level, the relative abundance of Firmicutes in IBD decreased significantly, while the relative abundance of Bacteroidetes increased significantly. At the genus level, the relative abundance of in IBD was higher than in healthy people and CRC. Compared with healthy people and CRC, the main difference of intestinal bacteria in IBD patients was Bacteroidetes, and compared with healthy people and IBD, the main difference of intestinal bacteria in CRC patients was in Fusobacteria, Verrucomicrobia, and Proteobacteria. The main differences in the functional composition of intestinal bacteria in healthy people, IBD and CRC patients were L-homoserine and L-methionine biosynthesis, 5-aminoimidazole ribonucleotide biosynthesis II, L-methionine biosynthesis I, and superpathway of L-lysine, L-threonine, and L-methionine biosynthesis I. The results of stratified showed that the abundance of Firmicutes, Bacteroidetes, and Actinobacteria involved in metabolic pathways has significantly changed. Besides, the association network of intestinal bacteria in healthy people, IBD, and CRC patients has also changed. In conclusion, compared with healthy people, the taxonomic and functional composition of intestinal bacteria in IBD and CRC patients was significantly changed.</description><identifier>ISSN: 2235-2988</identifier><identifier>EISSN: 2235-2988</identifier><identifier>DOI: 10.3389/fcimb.2021.599734</identifier><identifier>PMID: 33738265</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>Cellular and Infection Microbiology ; colorectal cancer ; fecal microbiota ; inflammatory bowel disease ; intestinal bacteria ; metagenomics ; taxonomic biomarkers</subject><ispartof>Frontiers in cellular and infection microbiology, 2021-02, Vol.11, p.599734-599734</ispartof><rights>Copyright © 2021 Ma, Zhang, Xiang, Xiang, Zhao, Xiao, Du, Ji, Kaboli, Wu, Li, Wen, Shen, Yang, Li and Xiao.</rights><rights>Copyright © 2021 Ma, Zhang, Jiang, Xiang, Zhao, Xiao, Du, Ji, Kaboli, Wu, Li, Wen, Shen, Yang, Li and Xiao 2021 Ma, Zhang, Jiang, Xiang, Zhao, Xiao, Du, Ji, Kaboli, Wu, Li, Wen, Shen, Yang, Li and Xiao</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-f134322bed75c007137d0413da26117abee96180a363b4b4605fd12d3cc07f93</citedby><cites>FETCH-LOGICAL-c513t-f134322bed75c007137d0413da26117abee96180a363b4b4605fd12d3cc07f93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962608/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962608/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33738265$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ma, Yongshun</creatorcontrib><creatorcontrib>Zhang, Yao</creatorcontrib><creatorcontrib>Xiang, Jianghou</creatorcontrib><creatorcontrib>Xiang, Shixin</creatorcontrib><creatorcontrib>Zhao, Yueshui</creatorcontrib><creatorcontrib>Xiao, Mintao</creatorcontrib><creatorcontrib>Du, Fukuan</creatorcontrib><creatorcontrib>Ji, Huijiao</creatorcontrib><creatorcontrib>Kaboli, Parham Jabbarzadeh</creatorcontrib><creatorcontrib>Wu, Xu</creatorcontrib><creatorcontrib>Li, Mingxing</creatorcontrib><creatorcontrib>Wen, Qinglian</creatorcontrib><creatorcontrib>Shen, Jing</creatorcontrib><creatorcontrib>Yang, Zhongmin</creatorcontrib><creatorcontrib>Li, Jing</creatorcontrib><creatorcontrib>Xiao, Zhangang</creatorcontrib><title>Metagenome Analysis of Intestinal Bacteria in Healthy People, Patients With Inflammatory Bowel Disease and Colorectal Cancer</title><title>Frontiers in cellular and infection microbiology</title><addtitle>Front Cell Infect Microbiol</addtitle><description>Several reports suggesting that the intestinal microbiome plays a key role in the development of inflammatory bowel disease (IBD) or colorectal cancer (CRC), but the changes of intestinal bacteria in healthy people, patients with IBD and CRC are not fully explained. The study aimed to investigate changes of intestinal bacteria in healthy subjects, patients with IBD, and patients with CRC. We collected data from the European Nucleotide Archive on healthy people and patients with colorectal cancer with the study accession number PRJEB6070, PRJEB7774, PRJEB27928, PRJEB12449, and PRJEB10878, collected IBD patient data from the Integrated Human Microbiome Project from the Human Microbiome Project Data Portal. We performed metagenome-wide association studies on the fecal samples from 290 healthy subjects, 512 IBD patients, and 285 CRC patients. We used the metagenomics dataset to study bacterial community structure, relative abundance, functional prediction, differentially abundant bacteria, and co-occurrence networks. The bacterial community structure in both IBD and CRC was significantly different from healthy subjects. Our results showed that IBD patients had low intestinal bacterial diversity and CRC patients had high intestinal bacterial diversity compared to healthy subjects. At the phylum level, the relative abundance of Firmicutes in IBD decreased significantly, while the relative abundance of Bacteroidetes increased significantly. At the genus level, the relative abundance of in IBD was higher than in healthy people and CRC. Compared with healthy people and CRC, the main difference of intestinal bacteria in IBD patients was Bacteroidetes, and compared with healthy people and IBD, the main difference of intestinal bacteria in CRC patients was in Fusobacteria, Verrucomicrobia, and Proteobacteria. The main differences in the functional composition of intestinal bacteria in healthy people, IBD and CRC patients were L-homoserine and L-methionine biosynthesis, 5-aminoimidazole ribonucleotide biosynthesis II, L-methionine biosynthesis I, and superpathway of L-lysine, L-threonine, and L-methionine biosynthesis I. The results of stratified showed that the abundance of Firmicutes, Bacteroidetes, and Actinobacteria involved in metabolic pathways has significantly changed. Besides, the association network of intestinal bacteria in healthy people, IBD, and CRC patients has also changed. In conclusion, compared with healthy people, the taxonomic and functional composition of intestinal bacteria in IBD and CRC patients was significantly changed.</description><subject>Cellular and Infection Microbiology</subject><subject>colorectal cancer</subject><subject>fecal microbiota</subject><subject>inflammatory bowel disease</subject><subject>intestinal bacteria</subject><subject>metagenomics</subject><subject>taxonomic biomarkers</subject><issn>2235-2988</issn><issn>2235-2988</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVks1uGyEUhUdVoyZK8gDdVCy7qF1-ZpiZTaXEaRtLqZpFpC7RhbnYRMzgAm5lKQ9fHKdRwgZ0ueeDA6eq3jM6F6LrP1vjRj3nlLN50_etqN9UJ5yLZsb7rnv7Yn1cnad0T8toKe968a46FqIVHZfNSfXwAzOscAojkosJ_C65RIIlyyljyq5UyCWYjNEBcRO5RvB5vSO3GDYeP5FbyA6nnMgvl9dFZD2MI-QQd-Qy_EVPrlxCSEhgGsgi-BDR5MJcwGQwnlVHFnzC86f5tLr79vVucT27-fl9ubi4mZmGiTyzTNSCc41D25jigol2oDUTA3DJWAsasZesoyCk0LWuJW3swPggjKGt7cVptTxghwD3ahPdCHGnAjj1WAhxpSBmZzyqAagEBE11o2smGxBWDlY31nSCQa0L68uBtdnqEQdTzEfwr6Cvdya3VqvwR7W95JJ2BfDxCRDD7215YzW6ZNB7mDBsk-INLW5byfet7NBqYkgpon0-hlG1z4B6zIDaZ0AdMlA0H17e71nx_8fFPz93sB4</recordid><startdate>20210226</startdate><enddate>20210226</enddate><creator>Ma, Yongshun</creator><creator>Zhang, Yao</creator><creator>Xiang, Jianghou</creator><creator>Xiang, Shixin</creator><creator>Zhao, Yueshui</creator><creator>Xiao, Mintao</creator><creator>Du, Fukuan</creator><creator>Ji, Huijiao</creator><creator>Kaboli, Parham Jabbarzadeh</creator><creator>Wu, Xu</creator><creator>Li, Mingxing</creator><creator>Wen, Qinglian</creator><creator>Shen, Jing</creator><creator>Yang, Zhongmin</creator><creator>Li, Jing</creator><creator>Xiao, Zhangang</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20210226</creationdate><title>Metagenome Analysis of Intestinal Bacteria in Healthy People, Patients With Inflammatory Bowel Disease and Colorectal Cancer</title><author>Ma, Yongshun ; 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The study aimed to investigate changes of intestinal bacteria in healthy subjects, patients with IBD, and patients with CRC. We collected data from the European Nucleotide Archive on healthy people and patients with colorectal cancer with the study accession number PRJEB6070, PRJEB7774, PRJEB27928, PRJEB12449, and PRJEB10878, collected IBD patient data from the Integrated Human Microbiome Project from the Human Microbiome Project Data Portal. We performed metagenome-wide association studies on the fecal samples from 290 healthy subjects, 512 IBD patients, and 285 CRC patients. We used the metagenomics dataset to study bacterial community structure, relative abundance, functional prediction, differentially abundant bacteria, and co-occurrence networks. The bacterial community structure in both IBD and CRC was significantly different from healthy subjects. Our results showed that IBD patients had low intestinal bacterial diversity and CRC patients had high intestinal bacterial diversity compared to healthy subjects. At the phylum level, the relative abundance of Firmicutes in IBD decreased significantly, while the relative abundance of Bacteroidetes increased significantly. At the genus level, the relative abundance of in IBD was higher than in healthy people and CRC. Compared with healthy people and CRC, the main difference of intestinal bacteria in IBD patients was Bacteroidetes, and compared with healthy people and IBD, the main difference of intestinal bacteria in CRC patients was in Fusobacteria, Verrucomicrobia, and Proteobacteria. The main differences in the functional composition of intestinal bacteria in healthy people, IBD and CRC patients were L-homoserine and L-methionine biosynthesis, 5-aminoimidazole ribonucleotide biosynthesis II, L-methionine biosynthesis I, and superpathway of L-lysine, L-threonine, and L-methionine biosynthesis I. The results of stratified showed that the abundance of Firmicutes, Bacteroidetes, and Actinobacteria involved in metabolic pathways has significantly changed. Besides, the association network of intestinal bacteria in healthy people, IBD, and CRC patients has also changed. In conclusion, compared with healthy people, the taxonomic and functional composition of intestinal bacteria in IBD and CRC patients was significantly changed.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>33738265</pmid><doi>10.3389/fcimb.2021.599734</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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subjects Cellular and Infection Microbiology
colorectal cancer
fecal microbiota
inflammatory bowel disease
intestinal bacteria
metagenomics
taxonomic biomarkers
title Metagenome Analysis of Intestinal Bacteria in Healthy People, Patients With Inflammatory Bowel Disease and Colorectal Cancer
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