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
Description
<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>
Links
Where it is published
- DOI doi.org/10.17028/rd.lboro.33980896.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
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Provenance · 2 source records, 35 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33980896 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33980896 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:group:3202 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Clinical sciences'] |
| concepts[field].anzsrc:group:3202 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Clinical sciences'] |
| concepts[field].anzsrc:group:4206 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Public health'] |
| concepts[field].anzsrc:group:4206 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Public health'] |
| concepts[field].anzsrc:group:5203 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Clinical and health psychology'] |
| concepts[field].anzsrc:group:5203 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Clinical and health psychology'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |