ReviewHuman genetics2014
Missing heritability of common diseases and treatments outside the protein-coding exome.
Review in Human genetics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 36 papers.
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
36 citing papers in PubMed, 71 citations in OpenAlex.
- Verification of the Chromosome Region 9q21 Association with Pelvic Organ Prolapse Using RegulomeDB Annotations.BioMed research international · 2015Trial
- Predicting hearing loss in noise-exposed petrochemical workers: Influencing factors and a nomogram model.Public health in practice (Oxford, England) · 2026Article
- Identifying transcriptomic signatures that mediate the causal effect of genotype on Alzheimer's disease.Frontiers in neuroscience · 2026Article
- Medical digital twins: enabling precision medicine and medical artificial intelligence.The Lancet. Digital health · 2025Review
- Multi-omics approaches for understanding gene-environment interactions in noncommunicable diseases: techniques, translation, and equity issues.Human genomics · 2025Review
- Utility of long-read sequencing for All of Us.Nature communications · 2024Article
- Pharmacogenomics: Driving Personalized Medicine.Pharmacological reviews · 2023Review
- Imaging genomics: data fusion in uncovering disease heritability.Trends in molecular medicine · 2023Review
- Transcription factor GTF2B regulates AIP protein expression in growth hormone-secreting pituitary adenomas and influences tumor phenotypes.Neuro-oncology · 2022Article
- Multidisciplinary approaches for elucidating genetics and molecular pathogenesis of urinary tract malformations.Kidney international · 2022Review
- Interpreting coronary artery disease GWAS results: A functional genomics approach assessing biological significance.PloS one · 2022Article
- Review
- Evidence for germline non-genetic inheritance of human phenotypes and diseases.Clinical epigenetics · 2020Review
- Challenges of Immune Response Diversity in the Human Population Concerning New Tuberculosis Diagnostics, Therapies, and Vaccines.Frontiers in cellular and infection microbiology · 2020Article
- Genome-wide association study for intramuscular fat content in Chinese Lulai black pigs.Asian-Australasian journal of animal sciences · 2019Article
- Introducing medical genetics services in Ethiopia using the MiGene Family History App.Genetics in medicine : official journal of the American College of Medical Genetics · 2019Article
- Combined genetic influence of the nicotinic receptor gene cluster CHRNA5/A3/B4 on nicotine dependence.BMC genomics · 2018Article
- Whole Transcriptome Profiling: An RNA-Seq Primer and Implications for Pharmacogenomics Research.Clinical and translational science · 2018Review
- Article
- Pharmacogenomics of Hypertension and Preeclampsia: Focus on Gene-Gene Interactions.Frontiers in pharmacology · 2018Article
Corrections and comments
- Erratum issued
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
Genetic factors strongly influence risk of common human diseases and treatment outcomes but the causative variants remain largely unknown; this gap has been called the 'missing heritability'. We propose several hypotheses that in combination have the potential to narrow the gap. First, given a multi-stage path from wellness to disease, we propose that common variants under positive evolutionary selection represent normal variation and gate the transition between wellness and an 'off-well' state, revealing adaptations to changing environmental conditions. In contrast, genome-wide association studies (GWAS) focus on deleterious variants conveying disease risk, accelerating the path from off-well to illness and finally specific diseases, while common 'normal' variants remain hidden in the noise. Second, epistasis (dynamic gene-gene interactions) likely assumes a central role in adaptations and evolution; yet, GWAS analyses currently are poorly designed to reveal epistasis. As gene regulation is germane to adaptation, we propose that epistasis among common normal regulatory variants, or between common variants and less frequent deleterious variants, can have strong protective or deleterious phenotypic effects. These gene-gene interactions can be highly sensitive to environmental stimuli and could account for large differences in drug response between individuals. Residing largely outside the protein-coding exome, common regulatory variants affect either transcription of coding and non-coding RNAs (regulatory SNPs, or rSNPs) or RNA functions and processing (structural RNA SNPs, or srSNPs). Third, with the vast majority of causative variants yet to be discovered, GWAS rely on surrogate markers, a confounding factor aggravated by the presence of more than one causative variant per gene and by epistasis. We propose that the confluence of these factors may be responsible to large extent for the observed heritability gap.
Indexed as
Identifiers
What OpenQuestion holds
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.