ReviewNature reviews. Genetics2015
The role of regulatory variation in complex traits and disease.
Review in Nature reviews. Genetics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 627 papers, 3 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
627 citing papers in PubMed, 3 syntheses or guidelines pooled it, 1,155 citations in OpenAlex.
- eQTL Meta-Analysis Reveals Conserved and Population-Specific Regulatory Variation Underlying Nutritional Trait Evolution and Domestication in Tomato.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Pooled it
- Oxidative Stress-Related Genome-Wide Mendelian Randomization Identifies Causal Genes for Coronary Artery Disease.Cardiovascular therapeutics · 2026Pooled it
- Brain multi-omic Mendelian randomisation to identify novel drug targets for gliomagenesis.Human molecular genetics · 2025Pooled it
- Point mutations and complex variants impact gene expression and addiction-related behaviors in Heterogeneous Stock rats.bioRxiv : the preprint server for biology · 2026Article
- DietaryGenes · 2026Article
- Rare germline variants in canonical and candidate genes in apparently sporadic bilateral primary aldosteronism.Journal of the Endocrine Society · 2026Article
- A Whole-Genome Sequence Genome-Wide Association Study inOphthalmology science · 2026Article
- Integrative Principal Component-QTL Mapping Identifies Genetic Modifiers of Tumor and Metabolic Traits inInternational journal of molecular sciences · 2026Article
- Integrative Multi-Omics Analysis Reveals the Genetic Architecture Landscape of the Blood Metabolome in Jersey Cattle.Animals : an open access journal from MDPI · 2026Article
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- Introgressed Variation in TaMYB7-A1 Drives Graded Dormancy and Climate-Adaptive Pre-Harvest Sprouting Resistance in Wheat.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Gene co-expression networks related to intramuscular fatty acid composition across different pig genotypes.BMC genomics · 2026Article
- FuDiCo: Gene Fusion-Initiated Path Propagation for Disease Comorbidity Prediction.Current issues in molecular biology · 2026Article
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- Identification of Candidate Genes Associated with the Pileus-Deficient Phenotype inJournal of fungi (Basel, Switzerland) · 2026Article
- Mapping functional non-coding variation in individual human genomes through haplotyping, multiomics, and deep learning.Nature communications · 2026Article
- Mendelian randomization and colocalization reveal potential causal effects of average daily gain on carcass composition and reproductive traits in pigs.Journal of animal science and biotechnology · 2026Article
- 3D genetic architecture of schizophrenia risk across three neuronal subtypes.Molecular psychiatry · 2026Article
- Integrating BSA-Seq and RNA-Seq to Identify Major QTLs and Candidate Genes Conferring Resistance to Fusarium Ear Rot in Maize.Plants (Basel, Switzerland) · 2026Article
567 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
2 authors at 1 institution in 1 country.
Funding
Abstract
We are in a phase of unprecedented progress in identifying genetic loci that cause variation in traits ranging from growth and fitness in simple organisms to disease in humans. However, a mechanistic understanding of how these loci influence traits is lacking for the majority of loci. Studies of the genetics of gene expression have emerged as a key tool for linking DNA sequence variation to phenotypes. Here, we review recent insights into the molecular nature of regulatory variants and describe their influence on the transcriptome and the proteome. We discuss conceptual advances from studies in model organisms and present examples of complete chains of causality that link individual polymorphisms to changes in gene expression, which in turn result in physiological changes and, ultimately, disease risk.
Indexed as
Identifiers
What Socratic 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 Socratic graph.