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Table · dataset · 2026

Supplementary information files for "Heterogeneity in type 2 diabetes onset across combinations of lifestyle behaviours in the UK Biobank"

Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.17028/rd.lboro.33980896.v1

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<p dir="ltr">Supplementary information files for "Heterogeneity in type 2 diabetes onset across combinations of lifestyle behaviours in the UK Biobank"<br><br><b>Background: </b>To examine how combinations of key lifestyle behaviors influence type 2 diabetes (T2D) onset using multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA).<br><br><b>Methods:</b> We analysed 259,448 UK Biobank adults with up to 16 years of follow-up.

Fruit and vegetable intake, physical activity, sleep duration, and alcohol consumption were dichotomised by meeting public health recommendations, while smoking was categorised as never, previous, or current. Cross-classification generated 48 lifestyle strata. Sex-stratified MAIHDA models were fitted with individuals nested within strata: Model 1 (no predictors), Model 2 (lifestyle behaviors), Model 3 (lifestyle plus confounders).

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Posterior summaries estimated variance partitioning coefficients (VPC), proportional change in variance (PCV), and strata-specific median T2D-free survival times.</p><p><br></p><p dir="ltr"><b>Results</b>: In Model over 7% (VPCs) of the variation in T2D onset on the log-hazard scale was attributable to strata differences. In both sexes, additive effects of individual behaviors explained around 93% (PCVs) of between-strata variance.

Strata meeting most recommendations had the longest predicted survival, whereas those meeting few had the shortest. Never smoking and meeting physical activity guidelines consistently characterised longer survival.</p><p dir="ltr"><b>Conclusions:</b> Variation in T2D onset is driven primarily by additive lifestyle effects rather than interactions. Each additional recommendation met progressively extends T2D-free survival.<br><br>© The Author(s), CC BY 4.0</p>

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Provenance · 2 source records, 35 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/339808965 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/339808965 d agoJSON v1
FieldAssertionExtractorEvidence
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