Omics · study · 2026
ChIP-nexus data pertaining to AlphaGenome Atlas
Listed in NCBI GEO
A major challenge in genomics is deciphering the functional consequences of non-coding genetic variation.
Description
Here we created AlphaGenome Atlas, which enables the joint interpretation and prioritization of variant effects across the entire human genome. Using AlphaGenome, we predicted the regulatory effects of every possible human single nucleotide variant and many common indels.
These predictions were then used to derive a unified and interpretable AlphaGenome Variant Impact (AVI) score and to discover and annotate cis-regulatory motifs across the genome. On clinical, complex trait and rare disease benchmarks, AVI achieved state-of-the-art performance especially on non-coding variants, enabling us to solve an epilepsy rare disease case. Application of Atlas including AVI increased the statistical power and interpretability for rare non-coding variants driving population-level phenotypes.
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Thus, AlphaGenome Atlas improves the prioritization and molecular interpretation of non-coding variants with genetic and clinical significance.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE343nnn/GSE343944 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE343944 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1513971 ncbi.nlm.nih.gov/bioproject/PRJNA1513971 ↗
project · from NCBI GEO
Topics
- Stated by source
- Genome binding/occupancy profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE343944 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3105 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (74%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:genome-binding-occupancy-profiling-by-high-throughput-sequencing | 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 |