Metagenomic and metabolomic analyses reveal distinct stage-specific phenotypes of the gut microbiota in colorectal cancer
Open accessAbstract
In most cases of sporadic colorectal cancers, tumorigenesis is a multistep process, involving genomic alterations in parallel with morphologic changes. In addition, accumulating evidence suggests that the human gut microbiome is linked to the development of colorectal cancer. Here we performed fecal metagenomic and metabolomic studies on samples from a large cohort of 616 participants who underwent colonoscopy to assess taxonomic and functional characteristics of gut microbiota and metabolites. Microbiome and metabolome shifts were apparent in cases of multiple polypoid adenomas and intramucosal carcinomas, in addition to more advanced lesions. We found two distinct patterns of microbiome elevations. First, the relative abundance of Fusobacterium nucleatum spp. was significantly (P < 0.005) elevated continuously from intramucosal carcinoma to more advanced stages. Second, Atopobium parvulum and Actinomyces odontolyticus, which co-occurred in intramucosal carcinomas, were significantly (P < 0.005) increased only in multiple polypoid adenomas and/or intramucosal carcinomas. Metabolome analyses showed that branched-chain amino acids and phenylalanine were significantly (P < 0.005) increased in intramucosal carcinomas and bile acids, including deoxycholate, were significantly (P < 0.005) elevated in multiple polypoid adenomas and/or intramucosal carcinomas. We identified metagenomic and metabolomic markers to discriminate cases of intramucosal carcinoma from the healthy controls. Our large-cohort multi-omics data indicate that shifts in the microbiome and metabolome occur from the very early stages of the development of colorectal cancer, which is of possible etiological and diagnostic importance.
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Specific microbiome and metabolome changes occur across stages of colorectal neoplasia, from adenomatous polyps to early cancer to metastatic disease.
“Specific changes in the microbiome and metabolome occur during different stages of colorectal neoplasia, from adenomatous polyps to early-stage cancer to metastatic disease, supporting an etiological and diagnostic role for the microbiome.18–20”
From Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer (2020) · cites this paper as [20]
Amino acids such as glutamate and deoxycholate have been associated with obesity, intestinal dysbiosis, and metabolic disorders.
“Amino acids such as glutamate and deoxycholate have also been associated with obesity, intestinal dysbiosis, and metabolic disorders.20, 95”
From Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer (2020) · cites this paper as [20]
Hydrogen sulfide-producing pathways are increased in fecal samples from colorectal cancer patients.
“H2S-producing pathways are increased in fecal samples from patients with CRC.20”
From Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer (2020) · cites this paper as [20]
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References 61 · Cited by 1,429
- Authors
- Yachida, S., Mizutani, S., Shiroma, H., Shiba, S., Nakajima, T., Sakamoto, T., Watanabe, H., Masuda, K., Nishimoto, Y., Kubo, M., Hosoda, F., Rokutan, H., Matsumoto, M., Takamaru, H., Yamada, M., Matsuda, T., Iwasaki, M., Yamaji, T., Yachida, T., Soga, T., Kurokawa, K., Toyoda, A., Ogura, Y., Hayashi, T., Hatakeyama, M., Nakagama, H., Saito, Y., Fukuda, S., Shibata, T., & Yamada, T.
- Affiliations
- National Cancer Center Research Institute (JP)
- Tokyo Institute of Technology (JP)
- National Cancer Center Hospital (JP)
- National Cancer Centre Japan (JP)
- Kagawa University (JP)
- Institute for Advanced Biosciences, Keio University (JP)
- National Institute of Genetics (JP)
- Kyushu University (JP)
- The University of Tokyo (JP)
- University of Tsukuba (JP)
- Institute of Medical Science, The University of Tokyo (JP)
- Corresponding author
- Yachida, Shinichi
- Yamada, Takuji
- ORCID
- Yachida, Shinichi
- Mizutani, Sayaka
- Shiroma, Hirotsugu
- Shiba, Satoshi
- Nakajima, Takeshi
- Sakamoto, Taku
- Watanabe, Hikaru
- Nishimoto, Yuichiro
- Rokutan, Hirofumi
- Takamaru, Hiroyuki
- Yamada, Masayoshi
- Matsuda, Takahisa
- Iwasaki, Motoki
- Yamaji, Taiki
- Yachida, Tatsuo
- Soga, Tomoyoshi
- Kurokawa, Ken
- Toyoda, Atsushi
- Ogura, Yoshitoshi
- Hayashi, Tetsuya
- Hatakeyama, Masanori
- Saito, Yutaka
- Fukuda, Shinji
- Shibata, Tatsuhiro
- Yamada, Takuji
- Venue
- Nature Medicine
- Published
- 2019-06
- Volume
- 25
- Issue
- 6
- Pages
- 968-976
- ISSN
- 1078-8956 (ISSN-L)
- 1546-170X
- OpenAlex
- W2949004447
- Cited by
- 1,429
- References
- 61
- Citations by year
- 2026: 170 · 2025: 232 · 2024: 283 · 2023: 226 · 2022: 229 · 2021: 172 · 2020: 93 · 2019: 20 · 2018: 1 · 2016: 1
- FWCI
- 42.86
- Type
- journal article
- Language
- en
- Open access
- Locations
- Nature Medicine (publishedVersion)
- PubMed (publishedVersion)
- Springer Link (Chiba Institute of Technology) (submittedVersion)
- Funders
- Japan Society for the Promotion of Science (19K08416, 16H06279, 18K15800, 16H06373, 19J40249, 18H04805)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
- Health Sciences › Medicine › Oncology › Colorectal Cancer Screening and Detection
- Keywords
- colorectal cancer, gut microbiota, colorectal cancer staging, intramucosal carcinoma, polypoid adenoma, Fusobacterium nucleatum, Actinomyces odontolyticus, branched-chain amino acids, phenylalanine, bile acids, deoxycholate, cancer diagnosis, tumor microenvironment
- MeSH terms
- Gastrointestinal Microbiome, Adult, Aged, Female, Humans, Male, Middle Aged, Neoplasm Staging, Colorectal Neoplasms, Case-Control Studies, Disease Progression, Metabolomics, Young Adult, Metagenomics
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