A1 Refereed original research article in a scientific journal

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




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

PublisherSpringer Nature

Publication year2026

Journal: Cancer Causes and Control

Article number58

Volume37

ISSN0957-5243

eISSN1573-7225

DOIhttps://doi.org/10.1007/s10552-026-02144-1

Publication's open availability at the time of reportingOpen Access

Publication channel's open availability Partially Open Access publication channel

Web address https://doi.org/10.1007/s10552-026-02144-1

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/516200311

Self-archived copy's licenceCC BY

Self-archived copy's versionPublisher`s PDF


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.


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Funding information in the publication
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.


Last updated on 07/04/2026 09:26:05 AM