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Associations betwee...
Associations between exploratory dietary patterns and incident type 2 diabetes : a federated meta-analysis of individual participant data from 25 cohort studies.
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Jannasch, Franziska (author)
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Dietrich, Stefan (author)
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Bishop, Tom R P (author)
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show more...
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Pearce, Matthew (author)
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Fanidi, Anouar (author)
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O'Donoghue, Gráinne (author)
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O'Gorman, Donal (author)
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Marques-Vidal, Pedro (author)
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Vollenweider, Peter (author)
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Bes-Rastrollo, Maira (author)
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- Byberg, Liisa (author)
- Uppsala universitet,Medicinsk epidemiologi
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- Wolk, Alicja (author)
- Karolinska Institutet,Uppsala universitet,Medicinsk epidemiologi,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
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Hashemian, Maryam (author)
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Malekzadeh, Reza (author)
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Poustchi, Hossein (author)
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Luft, Vivian C (author)
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de Matos, Sheila M Alvim (author)
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Kim, Jihye (author)
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Kim, Mi Kyung (author)
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Kim, Yeonjung (author)
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Stern, Dalia (author)
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Lajous, Martin (author)
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Magliano, Dianna J (author)
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Shaw, Jonathan E (author)
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Akbaraly, Tasnime (author)
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Kivimaki, Mika (author)
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Maskarinec, Gertraud (author)
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Le Marchand, Loïc (author)
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Martínez-González, Miguel Ángel (author)
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Soedamah-Muthu, Sabita S (author)
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Wareham, Nicholas J (author)
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Forouhi, Nita G (author)
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Schulze, Matthias B (author)
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(creator_code:org_t)
- 2022-06-01
- 2022
- English.
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In: European Journal of Nutrition. - : Springer Nature. - 1436-6207 .- 1436-6215. ; 61:7, s. 3649-3667
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https://uu.diva-port... (primary) (Raw object)
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Abstract
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- PURPOSE: In several studies, exploratory dietary patterns (DP), derived by principal component analysis, were inversely or positively associated with incident type 2 diabetes (T2D). However, findings remained study-specific, inconsistent and rarely replicated. This study aimed to investigate the associations between DPs and T2D in multiple cohorts across the world.METHODS: This federated meta-analysis of individual participant data was based on 25 prospective cohort studies from 5 continents including a total of 390,664 participants with a follow-up for T2D (3.8-25.0 years). After data harmonization across cohorts we evaluated 15 previously identified T2D-related DPs for association with incident T2D estimating pooled incidence rate ratios (IRR) and confidence intervals (CI) by Piecewise Poisson regression and random-effects meta-analysis.RESULTS: 29,386 participants developed T2D during follow-up. Five DPs, characterized by higher intake of red meat, processed meat, French fries and refined grains, were associated with higher incidence of T2D. The strongest association was observed for a DP comprising these food groups besides others (IRRpooled per 1 SD = 1.104, 95% CI 1.059-1.151). Although heterogeneity was present (I2 = 85%), IRR exceeded 1 in 18 of the 20 meta-analyzed studies. Original DPs associated with lower T2D risk were not confirmed. Instead, a healthy DP (HDP1) was associated with higher T2D risk (IRRpooled per 1 SD = 1.057, 95% CI 1.027-1.088).CONCLUSION: Our findings from various cohorts revealed positive associations for several DPs, characterized by higher intake of red meat, processed meat, French fries and refined grains, adding to the evidence-base that links DPs to higher T2D risk. However, no inverse DP-T2D associations were confirmed.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Endokrinologi och diabetes (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Endocrinology and Diabetes (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Näringslära (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Nutrition and Dietetics (hsv//eng)
Keyword
- Dietary patterns
- Exploratory
- Federated meta-analysis
- Type 2 diabetes mellitus
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Jannasch, Franzi ...
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Dietrich, Stefan
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Bishop, Tom R P
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Pearce, Matthew
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Fanidi, Anouar
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O'Donoghue, Grái ...
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show more...
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O'Gorman, Donal
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Marques-Vidal, P ...
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Vollenweider, Pe ...
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Bes-Rastrollo, M ...
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Byberg, Liisa
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Wolk, Alicja
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Hashemian, Marya ...
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Malekzadeh, Reza
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Poustchi, Hossei ...
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Luft, Vivian C
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de Matos, Sheila ...
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Kim, Jihye
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Kim, Mi Kyung
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Kim, Yeonjung
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Stern, Dalia
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Lajous, Martin
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Magliano, Dianna ...
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Shaw, Jonathan E
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Akbaraly, Tasnim ...
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Kivimaki, Mika
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Maskarinec, Gert ...
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Le Marchand, Loï ...
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Martínez-Gonzále ...
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Soedamah-Muthu, ...
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Wareham, Nichola ...
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Forouhi, Nita G
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Schulze, Matthia ...
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- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and Endocrinology an ...
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Health Sciences
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and Nutrition and Di ...
- Articles in the publication
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European Journal ...
- By the university
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Uppsala University
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Karolinska Institutet