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PGS001092
GBE_BIN_FC5001747

Hair color, blackPolygenic risk score

This score predicts the likelihood of having black hair color. Hair color is determined by the type and amount of melanin pigment produced in hair follicles. It is one of the most heritable human traits, primarily controlled by genes involved in the melanin production pathway.

See where you fall for this score using the 23andMe, AncestryDNA, MyHeritage, or WGS data you already have. The Full Health Report ($29.99, one-time) covers 71 scores and is ready in about 20 minutes.

Score Details

This score comes from the PGS Catalog, an open repository of published polygenic scoring models used in genomic research.

PGS ID
PGS001092
Score Name
GBE_BIN_FC5001747
Reported Trait
Hair color, black
Development Method
snpnet
Number of Variants
1,649
Original Genome Build
GRCh37
Weight Type
NR
Release Date
October 21, 2021

Source Publication

Significant sparse polygenic risk scores across 813 traits in UK Biobank.

Tanigawa YPLoS GenetMarch 24, 2022

Development Samples

Polygenic risk scores are developed against large reference datasets. This score was built using the UK Biobank, a biomedical cohort with genetic and health data from roughly 500,000 participants — large enough to identify reliable genetic associations.

AncestrySample SizeCountryCohort
European(white British ancestry)269,201UKUKB

Ancestry Distribution

Development (269,201 individuals)

100%
European (100%)

Evaluation (5 sample sets)

40%
20%
20%
20%
European (40%)
African (20%)
East Asian (20%)
South Asian (20%)

Performance Evaluations

Polygenic risk scores are usually developed and validated in populations of European ancestry. Predictive accuracy can vary across ancestries because of differences in genetic architecture, linkage disequilibrium patterns, and allele frequencies. For binary traits like disease risk, AUROC measures how well the score separates cases from controls (0.5 = random, 1.0 = perfect). Values substantially below the best-performing ancestry are highlighted to flag reduced transferability.

AncestryThe broad ancestral population of the evaluation sample.NNumber of individuals in the evaluation sample.R²Proportion of variance explained by the full model (PGS + covariates). Higher is better.PGS R²Proportion of variance explained by the PGS alone, without covariates. Isolates the predictive power of the genetic score.AUROCArea Under the Receiver Operating Characteristic curve. Measures how well the score discriminates cases from controls. 0.5 = random, 1.0 = perfect.
African6,3950.15760.06770.7381[0.7204, 0.7557]
East Asian1,6680.06320.00160.6470[0.6151, 0.6788]
European24,8650.31810.25770.8664[0.8592, 0.8737]
South Asian7,6520.19130.03490.7345[0.7223, 0.7466]
European67,2860.30490.21550.8839[0.8786, 0.8893]

Covariates: age, sex, UKB array type, Genotype PCs

Frequently asked questions

Can I check my hair color, black polygenic risk score with 23andMe data?

Yes. Upload a raw data file from 23andMe, AncestryDNA, MyHeritage, or tellmeGen, or a single-sample whole-genome VCF, and the Genomisaur Health Report computes PGS001092 along with the other scores in your report. Array files are imputed to roughly 30 million variants first. Results are ready in about 20 minutes, and no new DNA test is needed.

What does a high polygenic risk score for hair color, black mean?

It means your genetic variants, added up, place you higher than most people in the reference population for hair color, black. It is a statement about relative genetic predisposition, not a diagnosis: lifestyle, environment, and family history matter too, and many people with high scores never develop the condition.

Where does the PGS001092 score come from?

PGS001092 is listed in the PGS Catalog and was published by Tanigawa Y et al. in PLoS Genet (2022). It combines 1,649 genetic variants. Performance metrics and the ancestry of the study participants are shown on this page.

Ready to find out your score?

Get your personalized polygenic risk score for Hair color, black and 70+ other traits with a Genomisaur health report.

PGS obtained from the Catalog should be cited appropriately, and used in accordance with any licensing restrictions set by the authors. See EBI Terms of Use (https://www.ebi.ac.uk/about/terms-of-use/) for additional details.