ArticleNature aging2021
Common genetic associations between age-related diseases.
Article in Nature aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 225 papers, 14 of them syntheses that pooled it.
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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.
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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.
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Who cites it
225 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- Pooled it
- Relationship Between Migraine and Alzheimer's Disease: A Study of Mendelian Randomization.Brain and behavior · 2026Pooled it
- The mechanisms of kidney-lung interactions in chronic kidney disease-associated pulmonary diseases: A two-sample Mendelian randomization study.Renal failure · 2025Pooled it
- Genome-wide association study meta-analysis uncovers novel genetic variants associated with olfactory dysfunction.BMC genomic data · 2025Pooled it
- Cardiovascular diseases and depression: A meta-analysis and Mendelian randomization analysis.Molecular psychiatry · 2025Pooled it
- Genetics of monozygotic twins reveals the impact of environmental sensitivity on psychiatric and neurodevelopmental phenotypes.Nature human behaviour · 2025Pooled it
- Pooled it
- Druggable genome-wide Mendelian randomization identifies therapeutic targets for metabolic dysfunction-associated steatotic liver disease.Lipids in health and disease · 2025Pooled it
- Unraveling the Controversy: The Causal Link Between Osteoarthritis and Alzheimer's Disease.Brain and behavior · 2025Pooled it
- Spleen volume in relation to ulcerative colitis and Crohn's disease: a Mendelian randomization study.Scientific reports · 2025Pooled it
- Exploring risk factors for endocrine-related immune-related adverse events: Insights from meta-analysis and Mendelian randomization.Human vaccines & immunotherapeutics · 2024Pooled it
- Gastroesophageal reflux disease and non-alcoholic fatty liver disease: a two-sample Mendelian randomization combined with meta-analysis.Scientific reports · 2024Pooled it
- From meta-analysis to Mendelian randomization: Unidirectional perspectives on the association of glaucoma with depression and anxiety.PloS one · 2024Pooled it
- Pooled it
- Genetic links between multimorbidity and human aging.GeroScience · 2026Article
- Association between hypertension and frozen shoulder: A bidirectional two-sample mendelian randomization study.Medicine · 2026Article
- Integration of proteomic aging clocks in a phase 2a clinical trial supports simultaneous geroprotective assessment.Nature biotechnology · 2026Article
- Mobile Phone Call Duration and Cardiovascular Outcomes: Prospective and Genetic Evidence on a Potential Depression-Related Pathway.Bioengineering (Basel, Switzerland) · 2026Article
- Article
- Article
165 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Age is a common risk factor in many diseases, but the molecular basis for this relationship is elusive. In this study we identified 4 disease clusters from 116 diseases in the UK Biobank data, defined by their age-of-onset profiles, and found that diseases with the same onset profile are genetically more similar, suggesting a common etiology. This similarity was not explained by disease categories, co-occurrences or disease cause-effect relationships. Two of the four disease clusters had an increased risk of occurrence from age 20 and 40 years respectively. They both showed an association with known aging-related genes, yet differed in functional enrichment and evolutionary profiles. Moreover, they both had age-related expression and methylation changes. We also tested mutation accumulation and antagonistic pleiotropy theories of aging and found support for both.
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