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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.

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Where it is published

Documentation and papers

Topics

From keywords
Life Sciences
Inferred from text
Disease 75% · Genetics 74%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE34394413 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:diseaseenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3105enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (74%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:genome-binding-occupancy-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title