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Interplay between colorectal cancer-related lifestyles and the gut microbiome: an exploratory analysis of metagenomic data

Rilla Tammi, Mirkka Maukonen, Niina E. Kaartinen, Kari Koponen, Teemu Niiranen, Guillaume Méric, Demetrius Albanes, Johan G. Eriksson, Pekka Jousilahti, Seppo Koskinen, Anne-Maria Pajari, Rob Knight, Aki S. Havulinna, Veikko Salomaa, Satu Männistö

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: The gut microbiome may modify the associations between lifestyle factors and colorectal cancer (CRC) risk, but their complex interplay, including the interactions between lifestyle factors, remain underexplored. We examined associations between CRC-related lifestyle patterns and gut microbiome diversity and composition in Finnish adults.

Methods: Our data included 1,228 adults aged 25–64 years from the National FINRISK/FINDIET 2002 Study. Information on lifestyle and background factors was obtained through self-administered questionnaires. Dietary data were gathered using a 48-h dietary recall. CRC-related lifestyles were modelled using a CRC lifestyle index based on nine major risk factors for CRC. Lower index points reflected higher-risk lifestyles. The gut microbiome profiles were analyzed using shallow shotgun metagenome sequencing. Associations between the index and microbial diversity and composition were assessed using, e.g., linear regression and permutational multivariate ANOVA adjusted for relevant confounders.

Results: The index explained 0.2% of the variation in microbial composition between participants (p < 0.05). Higher-risk lifestyles for CRC were associated with lower microbial diversity (β 0.037, p 0.009). Higher-risk lifestyles were also associated with a higher relative abundance of species representing primarily the family Lachnospiraceae and genera such as Dorea and Mediterraneibacter, and lower relative abundance of species within the genus Bifidobacterium (< 0.0001).

Conclusions: Participants with higher- and lower-risk lifestyles showed clear differences in their gut microbiome diversity and composition, higher-risk lifestyles being associated with potentially adverse microbial traits. These findings contribute to identifying microbial features that may characterize early stages of CRC development in individuals with high-risk lifestyles.
Original languageEnglish
Article number58
Number of pages14
JournalCancer Causes and Control
Volume37
Issue number4
Early online date11 Mar 2026
DOIs
Publication statusPublished - 30 Apr 2026

Data Availability Statement

The datasets analyzed during the current study will be made available upon request pending application and approval through the Findata Permit Procedure at https://www.findata.fi/en/ or through a written application to the Finnish Institute for Health and Welfare Biobank (https://thl.fi/en/web/thl-biobank).

Acknowledgements

The authors thank the participants and staff of all cohorts in this study.

Funding

Open Access funding provided by Finnish Institute for Health and Welfare. This research was supported by the Juho Vainio Foundation (RT; Grant Number 202400258) and Yrjö Jahnsson Foundation (RT; Grant Number 20237712). In addition, this research was part of the Leg4Life Project (Legumes for Sustainable Food System and Healthy Life) funded by the Strategic Research Council at the Research Council of Finland (Grant Numbers 327698, 327699, 352481, and 352483). The authors declare that the funders had no role in the design, analysis, or writing of this article.

FundersFunder number
Terveyden ja hyvinvoinnin laitos
Research Council of Finland352481, 352483, 327698, 327699
Juho Vainion Säätiö202400258
Yrjö Jahnssonin Säätiö20237712

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 3 - Good Health and Well-being
      SDG 3 Good Health and Well-being

    Keywords

    • Diet
    • Epidemiology
    • Lifestyle index
    • Obesity
    • Physical activity
    • Prevention

    ASJC Scopus subject areas

    • Oncology
    • Cancer Research

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