SynthesisNature genetics2015
Meta-analysis of the heritability of human traits based on fifty years of twin studies.
Synthesis in Nature genetics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 924 papers, 14 of them syntheses that pooled 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.
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.
Who cites it
924 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- Genome-wide genetic overlap between fear-based disorders and generalised anxiety disorder.Molecular psychiatry · 2026Pooled it
- Childhood internalising symptoms at ages 3 and 6: a meta-analysis of epigenome-wide associations from cord and peripheral blood.Journal of child psychology and psychiatry, and allied disciplines · 2026Pooled it
- Genome-wide association studies of infant and toddler temperament in European and multi-ancestry populations.Nature human behaviour · 2026Pooled it
- How much is sexual minority stress confounded with familial causes? A systematic multilevel meta-analysis.Psychological medicine · 2026Pooled it
- Transdiagnostic Neurocognitive Endophenotypes for Schizophrenia, Bipolar I Disorder and a Broad Psychosis/Bipolar I Disorder Phenotype: A Mega-Analysis of Twin and Sibling Data.Schizophrenia bulletin · 2026Pooled it
- Rare cases in two Chinese MEN2A families with RET C634Y germline mutation-a homozygous female patient and heterozygous identical twins: a systematic review of literature.Frontiers in endocrinology · 2026Pooled it
- Environmental risk factors for schizophrenia spectrum disorders around the globe: a mapping review of the literature.Epidemiology and psychiatric sciences · 2025Pooled it
- Alzheimer disease is (sometimes) highly heritable: Drivers of variation in heritability estimates for binary traits, a systematic review.PLoS genetics · 2025Pooled it
- Genetic and Environmental Contributions To Gender Diversity: A Systematic Review of the Twin Literature.Behavior genetics · 2025Pooled it
- Genetic and environment influences on childhood victimization: a systematic review and meta-analysis.Molecular psychiatry · 2025Pooled it
- Pooled it
- Conceptual coherence but methodological mayhem: A systematic review of absolute pitch phenotyping.Behavior research methods · 2025Pooled it
- Reviewing the association between motor competence and physical activity from a behavioral genetic perspective.Frontiers in psychology · 2025Pooled it
- Interactions between Polygenic Risk of Obesity and Dietary Factors on Anthropometric Outcomes: A Systematic Review and Meta-Analysis of Observational Studies.The Journal of nutrition · 2024Pooled it
- Autologous Cord Blood Mononuclear Cells Modulate Immunity and the Microbiota in Very Preterm Twins: A Randomized Trial.Stem cell reviews and reports · 2026Trial
- Migraines and the association of cognitive impairment: a one- and two-sample mendelian randomization analysis.Dialogues in clinical neuroscience · 2026Article
- Recreational screen use and internalizing problems from preadolescence to young adulthood in a longitudinal twin cohort with co-twin comparison.Nature human behaviour · 2026Article
- Imputation of fluid intelligence scores reduces ascertainment bias and increases power for analyses of common and rare variants.Nature genetics · 2026Article
- Anthropometric differences between twins at birth and their association with later cognitive performance.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- Dietary pattern and epigenetic aging: a longitudinal twin study.GeroScience · 2026Article
864 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
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite a century of research on complex traits in humans, the relative importance and specific nature of the influences of genes and environment on human traits remain controversial. We report a meta-analysis of twin correlations and reported variance components for 17,804 traits from 2,748 publications including 14,558,903 partly dependent twin pairs, virtually all published twin studies of complex traits. Estimates of heritability cluster strongly within functional domains, and across all traits the reported heritability is 49%. For a majority (69%) of traits, the observed twin correlations are consistent with a simple and parsimonious model where twin resemblance is solely due to additive genetic variation. The data are inconsistent with substantial influences from shared environment or non-additive genetic variation. This study provides the most comprehensive analysis of the causes of individual differences in human traits thus far and will guide future gene-mapping efforts. All the results can be visualized using the MaTCH webtool.
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Identifiers
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Registered trials
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.