Evidence map›Paper›PMID 41134883›Full record

ArticleScience advances2025

Time-resolved Mendelian randomization detects substantial variation in the detrimental effect of obesity throughout life.

Torgny Karlsson, Fatemeh Hadizadeh, Mathias Rask-Andersen, Daniel Schmitz, Åsa Johansson

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Torgny KarlssonDepartment of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, 75108 Uppsala, Sweden.ORCID 0000-0001-8095-6149
Fatemeh HadizadehDepartment of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, 75108 Uppsala, Sweden.ORCID 0000-0002-9855-7610
Mathias Rask-AndersenDepartment of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, 75108 Uppsala, Sweden.ORCID 0000-0002-8008-4659
Daniel SchmitzDepartment of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, 75108 Uppsala, Sweden.ORCID 0000-0003-4480-891X
Åsa JohanssonDepartment of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, 75108 Uppsala, Sweden.ORCID 0000-0002-2915-4498

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global burden of disease attributable to obesity continues to rise. The disease incidence is substantially higher in elderly populations, but how obesity affects disease risk across a lifetime is largely unknown. To quantify the long-term temporal impact of obesity, access to large-scale longitudinal cohorts spanning many decades would typically be required. However, these longitudinal studies are rare and may be heavily biased by the presence of unaccountable confounding. Here, we develop a method-time-resolved Mendelian randomization-to estimate the cumulative effect of body mass index on disease risk at different ages. Using the UK Biobank, we find strong age-varying patterns for type 2 diabetes mellitus, coronary artery disease, and atrial fibrillation, as well as for osteoarthritis. We demonstrate that some of the most notable temporal characteristics are sex specific, while other features are shared between sexes. Analyses suggest that these features can be manifestations of primary prevention strategies.

Indexed as

Mendelian Randomization AnalysisObesityAge FactorsAtrial FibrillationBody Mass IndexComputer SimulationCoronary Artery DiseaseDiabetes Mellitus, Type 2Genetic Risk ScoreHumansOsteoarthritisRisk FactorsTime FactorsUK Biobank

Identifiers

PMID41134883
PMCPMC12551696

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.