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README.md
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license: odbl
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---
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---
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license: odbl
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task_categories:
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- tabular-classification
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tags:
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- genomics
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- gnomad
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- allele-frequency
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- population-genetics
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- bioinformatics
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- sqlite
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pretty_name: Allelix gnomAD Exome Frequencies
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size_categories:
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- 10M<n<100M
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---
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# Allelix gnomAD Exome Frequency Cache
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Pre-built SQLite cache of population allele frequencies from [gnomAD v4.1 exomes](https://gnomad.broadinstitute.org/) for use with [Allelix](https://github.com/dial481/allelix).
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## What's in the file
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`exome_frequencies.sqlite.gz` is a gzipped SQLite database containing the `gnomad_frequencies` table with all ~16M exome variants that carry an rsID in gnomAD v4.1.
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### Schema
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```sql
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CREATE TABLE gnomad_frequencies (
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chrom TEXT NOT NULL,
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pos INTEGER NOT NULL,
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ref TEXT NOT NULL,
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alt TEXT NOT NULL,
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rsid TEXT,
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af REAL,
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af_popmax REAL,
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popmax TEXT,
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af_afr REAL,
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af_amr REAL,
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af_asj REAL,
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af_eas REAL,
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af_fin REAL,
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af_nfe REAL,
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af_sas REAL,
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PRIMARY KEY (chrom, pos, ref, alt)
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);
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CREATE INDEX idx_gnomad_rsid ON gnomad_frequencies(rsid);
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```
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### Columns
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| Column | Description |
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|--------|-------------|
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| `chrom` | Chromosome (1-22, X, Y, no "chr" prefix) |
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| `pos` | Genomic position (GRCh38) |
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| `ref` | Reference allele |
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| `alt` | Alternate allele |
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| `rsid` | dbSNP rsID |
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| `af` | Global allele frequency |
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| `af_popmax` | Maximum allele frequency across populations |
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| `popmax` | Population with the highest frequency |
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| `af_afr` | African/African American frequency |
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| `af_amr` | Admixed American/Latino frequency |
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| `af_asj` | Ashkenazi Jewish frequency |
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| `af_eas` | East Asian frequency |
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| `af_fin` | Finnish frequency |
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| `af_nfe` | Non-Finnish European frequency |
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| `af_sas` | South Asian frequency |
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### Multi-allelic sites
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The composite primary key `(chrom, pos, ref, alt)` preserves multi-allelic sites. A single rsID may have multiple rows with different alternate alleles. For example, rs776646858 has 13 distinct ALT alleles in the exome dataset.
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## How Allelix uses this
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Allelix downloads this file automatically during `allelix db update`. The annotator looks up variants by rsID and returns `MAX(af)` across alleles for a given rsID. Coordinate columns are indexed for future integration with AlphaMissense and CADD scores.
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## Building from source
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The cache can be rebuilt from gnomAD exome VCFs using the build script included with Allelix:
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```bash
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python scripts/build_gnomad_cache.py --full --local-dir /path/to/gnomad/vcfs --output exome_frequencies.sqlite
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gzip exome_frequencies.sqlite
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```
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## Source and license
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- **Source:** [gnomAD v4.1 exomes](https://gnomad.broadinstitute.org/) (Broad Institute)
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- **License:** [Open Data Commons Open Database License (ODbL) v1.0](https://opendatacommons.org/licenses/odbl/1-0/)
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- **Citation:** See [gnomAD papers](https://gnomad.broadinstitute.org/publications)
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