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

dc.contributor.authorTammi, Rilla
dc.contributor.authorMaukonen, Mirkka
dc.contributor.authorKaartinen, Niina E.
dc.contributor.authorKoponen, Kari
dc.contributor.authorNiiranen, Teemu
dc.contributor.authorMéric, Guillaume
dc.contributor.authorAlbanes, Demetrius
dc.contributor.authorEriksson, Johan G.
dc.contributor.authorJousilahti, Pekka
dc.contributor.authorKoskinen, Seppo
dc.contributor.authorPajari, Anne-Maria
dc.contributor.authorKnight, Rob
dc.contributor.authorHavulinna, Aki S.
dc.contributor.authorSalomaa, Veikko
dc.contributor.authorMännistö, Satu
dc.contributor.organizationfi=data-analytiikka|en=Data-analytiikka|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.68940835793
dc.converis.publication-id516200311
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/516200311
dc.date.accessioned2026-04-24T17:09:06Z
dc.description.abstract<h3>Purpose</h3><p>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.</p><h3>Methods</h3><p>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.</p><h3>Results</h3><p>The index explained 0.2% of the variation in microbial composition between participants (<em>p</em> < 0.05). Higher-risk lifestyles for CRC were associated with lower microbial diversity (<em>β</em> 0.037, <em>p</em> 0.009). Higher-risk lifestyles were also associated with a higher relative abundance of species representing primarily the family Lachnospiraceae and genera such as <em>Dorea</em> and <em>Mediterraneibacter</em>, and lower relative abundance of species within the genus <em>Bifidobacterium</em> (< 0.0001).</p><h3>Conclusions</h3><p>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.</p>
dc.identifier.eissn1573-7225
dc.identifier.jour-issn0957-5243
dc.identifier.urihttps://www.utupub.fi/handle/11111/58880
dc.identifier.urlhttps://doi.org/10.1007/s10552-026-02144-1
dc.identifier.urnURN:NBN:fi-fe2026042332916
dc.language.isoen
dc.okm.affiliatedauthorNiiranen, Teemu
dc.okm.affiliatedauthorHavulinna, Aki
dc.okm.affiliatedauthorSalomaa, Veikko Väinö
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3122 Cancersen_GB
dc.okm.discipline3122 Syöpätauditfi_FI
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Nature
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber58
dc.relation.doi10.1007/s10552-026-02144-1
dc.relation.ispartofjournalCancer Causes and Control
dc.relation.volume37
dc.titleInterplay between colorectal cancer-related lifestyles and the gut microbiome: an exploratory analysis of metagenomic data
dc.year.issued2026

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