Omics · study · 2026
Genetic variants within silencer elements contribute to human blood cell traits
Listed in NCBI GEO
Genome-wide association studies (GWAS) have identified numerous non-coding loci associated with human complex traits and diseases.
Description
However, assigning regulatory functions to causal variants remains challenging, historical efforts have largely focused on promoters and enhancers, often overlooking the regulatory impact of silencers. In this study, we performed high-throughput screening to characterize changes in potential silencer activities within 14,720 fine-mapped causal non-coding single-nucleotide polymorphisms (SNPs) associated with 15 diverse blood traits.
We have prioritized 805 blood trait-associated non-coding SNPs link to changes in putative silencer activity (425 loss-of-function and 380 gain-of-function). Using targeted mutagenesis in orthogonal episomal reporter assays and endogenous knock-in via CRISPR-Cas9 editing, we validated the allelic imbalances in silencer activity of identified silencer-disruptive variants. We demonstrated that a silencer-disruptive variant rs2857078 can impair red blood cell maturation and hemoglobin synthesis using an in vitro K562 erythroid differentiation model.
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To prioritize pathogenic variants within silencer elements, we trained a machine learning model using evolutionary conservation metrics and single-cell chromatin accessibility profiles across the hematopoietic hierarchy. Taken together, our study underscores the importance of investigating functions of silencer variants in post-GWAS functional studies.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE347nnn/GSE347432 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE347432 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1529788 ncbi.nlm.nih.gov/bioproject/PRJNA1529788 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens · Other
- From keywords
- Life Sciences
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE347432 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[method].geo_series_type:other | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |