ArticlePLoS genetics2021
Genome scans of facial features in East Africans and cross-population comparisons reveal novel associations.
Article in PLoS genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.
- Advancement in Human Face Prediction Using DNA.Genes · 2023Pooled it
- Atlas of cell types and regulatory elements underlying human facial diversity.Nature genetics · 2026Article
- The First Case of Kleefstra Syndrome in a Rwandan Patient with Global Developmental Delay.Genes · 2026Article
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- Forensic skeletal and molecular anthropology face to face: Combining expertise for identification of human remains.Annals of the New York Academy of Sciences · 2025Review
- [Application of HIrisPlex-S System in Forensic DNA Phenotyping].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Article
- Exploring the association between SNPs and facial morphology in a Spanish population.Scientific reports · 2025Article
- Optimized phenotyping of complex morphological traits: enhancing discovery of common and rare genetic variants.Briefings in bioinformatics · 2025Article
- DNA-based prediction of external ear morphology in the Chinese population: an exploratory study.PeerJ · 2025Article
- Syndrome-informed phenotyping identifies a polygenic background for achondroplasia-like facial variation in the general population.Nature communications · 2024Article
- Mapping genes for human face shape: Exploration of univariate phenotyping strategies.PLoS computational biology · 2024Article
- A comprehensive evaluation of the phenotype-first and data-driven approaches in analyzing facial morphological traits.iScience · 2024Article
- A commoneLife · 2024Article
- Shaping faces: genetic and epigenetic control of craniofacial morphogenesis.Nature reviews. Genetics · 2023Review
- Integrative analysis of transcriptome dynamics during human craniofacial development identifies candidate disease genes.Nature communications · 2023Article
- Decoding the Human Face: Progress and Challenges in Understanding the Genetics of Craniofacial Morphology.Annual review of genomics and human genetics · 2022Review
- Review
- Super-enhancer associated core regulatory circuits mediate susceptibility to retinoic acid in neuroblastoma cells.Frontiers in cell and developmental biology · 2022Article
- Article
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Authors and funding
24 authors at 11 institutions in 6 countries.
Funding
Abstract
Facial morphology is highly variable, both within and among human populations, and a sizable portion of this variation is attributable to genetics. Previous genome scans have revealed more than 100 genetic loci associated with different aspects of normal-range facial variation. Most of these loci have been detected in Europeans, with few studies focusing on other ancestral groups. Consequently, the degree to which facial traits share a common genetic basis across diverse sets of humans remains largely unknown. We therefore investigated the genetic basis of facial morphology in an East African cohort. We applied an open-ended data-driven phenotyping approach to a sample of 2,595 3D facial images collected on Tanzanian children. This approach segments the face into hierarchically arranged, multivariate features that capture the shape variation after adjusting for age, sex, height, weight, facial size and population stratification. Genome scans of these multivariate shape phenotypes revealed significant (p < 2.5 × 10-8) signals at 20 loci, which were enriched for active chromatin elements in human cranial neural crest cells and embryonic craniofacial tissue, consistent with an early developmental origin of the facial variation. Two of these associations were in highly conserved regions showing craniofacial-specific enhancer activity during embryological development (5q31.1 and 12q21.31). Six of the 20 loci surpassed a stricter threshold accounting for multiple phenotypes with study-wide significance (p < 6.25 × 10-10). Cross-population comparisons indicated 10 association signals were shared with Europeans (seven sharing the same associated SNP), and facilitated fine-mapping of causal variants at previously reported loci. Taken together, these results may point to both shared and population-specific components to the genetic architecture of facial variation.
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