Cell ReportsGenetic & Genomic MedicinePeer-reviewed journal article
Genetic determinants of gene expression noise and its role in complex trait variation
Yuexuan LongiD, Xiaolin NiiD, Ting-Wei CheniD, Xianzhe Huang, Qiyang Hong, Jixin WangiD, Cong WangiD, Zigeng Huang, Haiqing XuiD, Mengyi SuniD, Junling PangiD, Jiyeon ChoiiD, Tongwu ZhangiD, Erping LongiD
Abstract
Even genetically identical cells in a homogeneous environment can exhibit heterogeneous mRNA abundance because of widely unavoidable random fluctuations, typically referred to as gene expression noise. Recent studies showed that noise, not just a nuisance, is indeed involved in cellular activities (e.g., immune response), evolutionary processes, and diseases mechanisms. However, determinants of the gene expression noise and its functional role in variations of human complex traits remain largely unexplored. Here, we established an atlas of gene expression noise from 1.23 million human peripheral blood cells of 981 individuals, identifying its age- and gender-dependent pattern. We then identified 10,770 independent expression noise quantitative trait loci (enQTLs) for 6,743 unique enGenes (genetically driven gene expression noise) across 7 immune cell types. Most enQTLs were distinct from expression quantitative trait loci (eQTLs) and showed differential enrichment of functional elements across the genome. Colocalization of enQTLs with trait-associated genetic loci interpreted previously unexplained loci and pinpointed novel putative genes underlying hematopoietic traits and autoimmune diseases. Overall, this study unravels the genetic determinants of gene expression noise and implicates as a previously underappreciated mechanism underlying variation of human complex traits and diseases.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 1
- FWCI
- 0.58
- Field percentile
- top 30%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Effect of genomic and cellular environments on gene expression noise
Clarice KY Hong, Avinash Ramu, … Barak A. Cohen·bioRxiv·Aug 31, 2022
- Modular effects of gene promoters and chromatin environments on noise in gene expression.
Siqi Zhao, Zachary Pincus, Barak A. Cohen·bioRxiv·Apr 29, 2021
- Genetic variants associated with cell-type-specific intra-individual gene expression variability reveal new mechanisms of genome regulation
Angli Xue, Seyhan Yazar, … Joseph E. Powell·bioRxiv·May 5, 2024
- Genome-wide identification and characterization of QTLs for transcriptional noise in human midbrain cells
Naoki Hirose, Shota Mizuno, … Atsushi Takata·Cell ReportsPeer-reviewed·Mar 27, 2026
- Genetics of trans-regulatory variation in gene expression
Frank Wolfgang Albert, Joshua S. Bloom, … Leonid Kruglyak·eLifePeer-reviewed·Jul 16, 2018
- Local ancestry modulates gene expression: shifting our understanding of genetic regulation and disease association within and across populations
Hung‐Hsin Chen, Yanwei Cai, … Jennifer Elizabeth Below·medRxiv·Mar 18, 2026