Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients

Colorectal cancers (CRCs) with deficient DNA mismatch repair (dMMR) and proficient DNA mismatch repair (pMMR) exhibit heterogeneous tumor characteristics, distinct responses to immunotherapy, and different survival outcomes. However, it is unclear whether gut microbiota is distinct between CRCs with...

Full description

Bibliographic Details
Main Authors: Min Jin, Jingjing Wu, Linli Shi, Bin Zhou, Fumei Shang, Xiaona Chang, Xiaochuan Dong, Shenghe Deng, Li Liu, Kailin Cai, Xiu Nie, Tao Zhang, Jun Fan, Hongli Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2022.993285/full
_version_ 1797995589006262272
author Min Jin
Min Jin
Jingjing Wu
Jingjing Wu
Linli Shi
Linli Shi
Bin Zhou
Bin Zhou
Fumei Shang
Xiaona Chang
Xiaochuan Dong
Shenghe Deng
Li Liu
Kailin Cai
Xiu Nie
Tao Zhang
Tao Zhang
Jun Fan
Hongli Liu
Hongli Liu
author_facet Min Jin
Min Jin
Jingjing Wu
Jingjing Wu
Linli Shi
Linli Shi
Bin Zhou
Bin Zhou
Fumei Shang
Xiaona Chang
Xiaochuan Dong
Shenghe Deng
Li Liu
Kailin Cai
Xiu Nie
Tao Zhang
Tao Zhang
Jun Fan
Hongli Liu
Hongli Liu
author_sort Min Jin
collection DOAJ
description Colorectal cancers (CRCs) with deficient DNA mismatch repair (dMMR) and proficient DNA mismatch repair (pMMR) exhibit heterogeneous tumor characteristics, distinct responses to immunotherapy, and different survival outcomes. However, it is unclear whether gut microbiota is distinct between CRCs with different MMR status. In this study, we used immunohistochemistry for four major MMR proteins to determine the MMR status in 230 CRC patients. The gut microbiota was profiled in cancerous and adjacent normal tissues by using bacterial 16S rRNA sequencing. The differences in microbiota diversity, composition and related metabolic pathways between patients with dMMR and pMMR CRCs were explored. Linear discriminant analysis effect size (LEfSe) analysis was further applied to validate the significant taxonomic differences at the genus level. In our study cohort, dMMR status was identified in 29 of 230 (12.61%) tumors. The richness (alpha-diversity) of gut microbiome in dMMR tumor tissue was higher compared with pMMR tumor tissues. The microbial community composition (beta-diversity) between the two groups was significantly different. The dMMR group was enriched considerably for some microbiota, including Fusobacteria, Firmicutes, Verrucomicrobia, and Actinobacteria at the phylum level and Fusobacterium, Akkermansia, Bifidobacterium, Faecalibacterium, Streptococcus, and Prevotella bacteria at the genus level. However, the pMMR group was dominated by Proteobacteria at the phylum level and Serratia, Cupriavidus and Sphingobium at the genus level. Moreover, a wide variety of microbiota associated functional pathways were observed with different MMR status. KEGG pathway analysis indicated a higher abundance of the biosynthesis and metabolic pathways of glycan and nucleotide, cell growth and death pathways, genetic replication and repair pathways in dMMR samples compared with the pMMR group. These findings demonstrate that CRC patients with different MMR status have distinct gut bacterial community richness, compositions and related metabolic pathways, suggesting basis that may explain the effectiveness of immunotherapy in dMMR tumors.
first_indexed 2024-04-11T10:03:59Z
format Article
id doaj.art-6a1e2cd8f73a4d2b9af70e7ef81192f8
institution Directory Open Access Journal
issn 1664-302X
language English
last_indexed 2024-04-11T10:03:59Z
publishDate 2022-10-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Microbiology
spelling doaj.art-6a1e2cd8f73a4d2b9af70e7ef81192f82022-12-22T04:30:17ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2022-10-011310.3389/fmicb.2022.993285993285Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patientsMin Jin0Min Jin1Jingjing Wu2Jingjing Wu3Linli Shi4Linli Shi5Bin Zhou6Bin Zhou7Fumei Shang8Xiaona Chang9Xiaochuan Dong10Shenghe Deng11Li Liu12Kailin Cai13Xiu Nie14Tao Zhang15Tao Zhang16Jun Fan17Hongli Liu18Hongli Liu19Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaInstitute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Radiation Oncology, Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaInstitute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaInstitute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Epidemiology and Biostatistics, The Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaInstitute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaDepartment of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaCancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaInstitute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, ChinaColorectal cancers (CRCs) with deficient DNA mismatch repair (dMMR) and proficient DNA mismatch repair (pMMR) exhibit heterogeneous tumor characteristics, distinct responses to immunotherapy, and different survival outcomes. However, it is unclear whether gut microbiota is distinct between CRCs with different MMR status. In this study, we used immunohistochemistry for four major MMR proteins to determine the MMR status in 230 CRC patients. The gut microbiota was profiled in cancerous and adjacent normal tissues by using bacterial 16S rRNA sequencing. The differences in microbiota diversity, composition and related metabolic pathways between patients with dMMR and pMMR CRCs were explored. Linear discriminant analysis effect size (LEfSe) analysis was further applied to validate the significant taxonomic differences at the genus level. In our study cohort, dMMR status was identified in 29 of 230 (12.61%) tumors. The richness (alpha-diversity) of gut microbiome in dMMR tumor tissue was higher compared with pMMR tumor tissues. The microbial community composition (beta-diversity) between the two groups was significantly different. The dMMR group was enriched considerably for some microbiota, including Fusobacteria, Firmicutes, Verrucomicrobia, and Actinobacteria at the phylum level and Fusobacterium, Akkermansia, Bifidobacterium, Faecalibacterium, Streptococcus, and Prevotella bacteria at the genus level. However, the pMMR group was dominated by Proteobacteria at the phylum level and Serratia, Cupriavidus and Sphingobium at the genus level. Moreover, a wide variety of microbiota associated functional pathways were observed with different MMR status. KEGG pathway analysis indicated a higher abundance of the biosynthesis and metabolic pathways of glycan and nucleotide, cell growth and death pathways, genetic replication and repair pathways in dMMR samples compared with the pMMR group. These findings demonstrate that CRC patients with different MMR status have distinct gut bacterial community richness, compositions and related metabolic pathways, suggesting basis that may explain the effectiveness of immunotherapy in dMMR tumors.https://www.frontiersin.org/articles/10.3389/fmicb.2022.993285/fullcolorectal cancergut microbiotaproficient DNA mismatch repairdeficient DNA mismatch repairFusobacteriumAkkermansia
spellingShingle Min Jin
Min Jin
Jingjing Wu
Jingjing Wu
Linli Shi
Linli Shi
Bin Zhou
Bin Zhou
Fumei Shang
Xiaona Chang
Xiaochuan Dong
Shenghe Deng
Li Liu
Kailin Cai
Xiu Nie
Tao Zhang
Tao Zhang
Jun Fan
Hongli Liu
Hongli Liu
Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
Frontiers in Microbiology
colorectal cancer
gut microbiota
proficient DNA mismatch repair
deficient DNA mismatch repair
Fusobacterium
Akkermansia
title Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
title_full Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
title_fullStr Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
title_full_unstemmed Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
title_short Gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair: A study of 230 CRC patients
title_sort gut microbiota distinct between colorectal cancers with deficient and proficient mismatch repair a study of 230 crc patients
topic colorectal cancer
gut microbiota
proficient DNA mismatch repair
deficient DNA mismatch repair
Fusobacterium
Akkermansia
url https://www.frontiersin.org/articles/10.3389/fmicb.2022.993285/full
work_keys_str_mv AT minjin gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT minjin gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT jingjingwu gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT jingjingwu gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT linlishi gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT linlishi gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT binzhou gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT binzhou gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT fumeishang gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT xiaonachang gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT xiaochuandong gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT shenghedeng gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT liliu gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT kailincai gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT xiunie gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT taozhang gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT taozhang gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT junfan gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT hongliliu gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients
AT hongliliu gutmicrobiotadistinctbetweencolorectalcancerswithdeficientandproficientmismatchrepairastudyof230crcpatients