The gut microbiome is associated with disease-free survival in stage I–III colorectal cancer patients

IF 4.7 2区 医学 Q1 ONCOLOGY International Journal of Cancer Pub Date : 2025-01-31 DOI:10.1002/ijc.35342
Doratha A. Byrd, Victoria Damerell, Maria F. Gomez Morales, Stephanie R. Hogue, Tengda Lin, Jennifer Ose, Caroline Himbert, Mmadili N. Ilozumba, Christoph Kahlert, David Shibata, Adetunji T. Toriola, Christopher I. Li, Jane Figueiredo, W. Zac Stephens, Christy A. Warby, Sheetal Hardikar, Erin M. Siegel, June Round, Cornelia M. Ulrich, Biljana Gigic
{"title":"The gut microbiome is associated with disease-free survival in stage I–III colorectal cancer patients","authors":"Doratha A. Byrd,&nbsp;Victoria Damerell,&nbsp;Maria F. Gomez Morales,&nbsp;Stephanie R. Hogue,&nbsp;Tengda Lin,&nbsp;Jennifer Ose,&nbsp;Caroline Himbert,&nbsp;Mmadili N. Ilozumba,&nbsp;Christoph Kahlert,&nbsp;David Shibata,&nbsp;Adetunji T. Toriola,&nbsp;Christopher I. Li,&nbsp;Jane Figueiredo,&nbsp;W. Zac Stephens,&nbsp;Christy A. Warby,&nbsp;Sheetal Hardikar,&nbsp;Erin M. Siegel,&nbsp;June Round,&nbsp;Cornelia M. Ulrich,&nbsp;Biljana Gigic","doi":"10.1002/ijc.35342","DOIUrl":null,"url":null,"abstract":"<p>Colorectal cancer (CRC) is the second overall leading cause of cancer death in the United States, with recurrence being a frequent cause of mortality. Approaches to improve disease-free survival (DFS) are urgently needed. The gut microbiome, reflected in fecal samples, is likely mechanistically linked to CRC progression and may serve as a non-invasive biomarker. Accordingly, we leveraged baseline fecal samples from <i>N</i> = 166 stage I–III CRC patients in the ColoCare Study, a prospective cohort of newly diagnosed CRC patients. We sequenced the V3 and V4 regions of the 16S rRNA gene to characterize fecal bacteria. We calculated estimates of alpha diversity, beta diversity, and <i>a priori</i>- and exploratory-selected bacterial presence/absence and relative abundance. Associations of microbial metrics with DFS were estimated using multivariable Cox proportional hazards models. We found that alpha diversity was strongly associated with improved DFS, most strongly among rectal cancer patients (Shannon HR<sub>rectum</sub> = 0.40 95% CI = 0.19, 0.87; <i>p</i> = .02). Overall microbiome composition differences (beta diversity), as characterized by principal coordinate axes, were statistically significantly associated with DFS. <i>Peptostreptococcus</i> was statistically significantly associated with worse DFS (HR = 1.62, 95% CI = 1.13, 2.31; <i>p</i> = .01 per 1-SD) and Order Clostridiales was associated with improved DFS (HR = 0.62, 95% CI = 0.43–0.88; <i>p</i> = .01 per 1-SD). In exploratory analyses, <i>Coprococcus</i> and <i>Roseburia</i> were strongly associated with improved DFS. Overall, higher bacterial diversity and multiple bacteria were strongly associated with DFS. Metagenomic sequencing to elucidate species, gene, and functional level details among larger, diverse patient populations are critically needed to support the microbiome as a biomarker of CRC outcomes.</p>","PeriodicalId":180,"journal":{"name":"International Journal of Cancer","volume":"157 1","pages":"64-73"},"PeriodicalIF":4.7000,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Cancer","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ijc.35342","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Colorectal cancer (CRC) is the second overall leading cause of cancer death in the United States, with recurrence being a frequent cause of mortality. Approaches to improve disease-free survival (DFS) are urgently needed. The gut microbiome, reflected in fecal samples, is likely mechanistically linked to CRC progression and may serve as a non-invasive biomarker. Accordingly, we leveraged baseline fecal samples from N = 166 stage I–III CRC patients in the ColoCare Study, a prospective cohort of newly diagnosed CRC patients. We sequenced the V3 and V4 regions of the 16S rRNA gene to characterize fecal bacteria. We calculated estimates of alpha diversity, beta diversity, and a priori- and exploratory-selected bacterial presence/absence and relative abundance. Associations of microbial metrics with DFS were estimated using multivariable Cox proportional hazards models. We found that alpha diversity was strongly associated with improved DFS, most strongly among rectal cancer patients (Shannon HRrectum = 0.40 95% CI = 0.19, 0.87; p = .02). Overall microbiome composition differences (beta diversity), as characterized by principal coordinate axes, were statistically significantly associated with DFS. Peptostreptococcus was statistically significantly associated with worse DFS (HR = 1.62, 95% CI = 1.13, 2.31; p = .01 per 1-SD) and Order Clostridiales was associated with improved DFS (HR = 0.62, 95% CI = 0.43–0.88; p = .01 per 1-SD). In exploratory analyses, Coprococcus and Roseburia were strongly associated with improved DFS. Overall, higher bacterial diversity and multiple bacteria were strongly associated with DFS. Metagenomic sequencing to elucidate species, gene, and functional level details among larger, diverse patient populations are critically needed to support the microbiome as a biomarker of CRC outcomes.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
肠道微生物组与I-III期结直肠癌患者的无病生存相关。
结直肠癌(CRC)是美国癌症死亡的第二大主要原因,复发是导致死亡的常见原因。迫切需要改善无病生存(DFS)的方法。粪便样本中反映的肠道微生物群可能与结直肠癌进展有机制联系,并可能作为一种非侵入性生物标志物。因此,我们在ColoCare研究中利用了N = 166例I-III期CRC患者的基线粪便样本,这是一项新诊断的CRC患者的前瞻性队列研究。我们对16S rRNA基因的V3和V4区域进行测序,以表征粪便细菌。我们计算了α多样性,β多样性,以及先验和探索性选择的细菌存在/缺失和相对丰度的估计。使用多变量Cox比例风险模型估计微生物指标与DFS的关联。我们发现α多样性与DFS的改善密切相关,在直肠癌患者中最为明显(Shannon HRrectum = 0.40 95% CI = 0.19, 0.87;p = .02)。总体微生物组组成差异(β多样性),以主坐标轴为特征,与DFS有统计学显著相关。胃链球菌与较差的DFS有统计学意义(HR = 1.62, 95% CI = 1.13, 2.31;p =。0.01 / 1-SD)和梭菌目与改善的DFS相关(HR = 0.62, 95% CI = 0.43-0.88;p =。每1-SD有01个)。在探索性分析中,Coprococcus和Roseburia与改善的DFS密切相关。总体而言,较高的细菌多样性和多种细菌与DFS密切相关。为了支持微生物组作为结直肠癌预后的生物标志物,在更大、更多样化的患者群体中阐明物种、基因和功能水平细节的宏基因组测序是至关重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
13.40
自引率
3.10%
发文量
460
审稿时长
2 months
期刊介绍: The International Journal of Cancer (IJC) is the official journal of the Union for International Cancer Control—UICC; it appears twice a month. IJC invites submission of manuscripts under a broad scope of topics relevant to experimental and clinical cancer research and publishes original Research Articles and Short Reports under the following categories: -Cancer Epidemiology- Cancer Genetics and Epigenetics- Infectious Causes of Cancer- Innovative Tools and Methods- Molecular Cancer Biology- Tumor Immunology and Microenvironment- Tumor Markers and Signatures- Cancer Therapy and Prevention
期刊最新文献
Clinical characteristics, treatment response, and survival outcomes in melanoma patients with cavity carcinomatosis: A retrospective analysis. Personal radio use and risk of cancers among police officers in Great Britain: Results from the airwave health monitoring study. Cancer risks and trends between 1997 and 2018, and effects of restored immunity in people living with HIV: Results from the ANRS CO4 French hospital database on HIV. The efficacy and survival impact of chidamide on angioimmunoblastic T-cell lymphoma based on Epstein-Barr virus stratification in the real world: A multicenter study. Role of the perinatal experience on the risk of acute leukemia in childhood or adolescence: Systematic review and meta-analysis.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1