Cited by 131melanin and skin pigmentationForensic and Genetic ResearchGenetic Associations and Epidemiology

The DOI matches its Crossref record; 35 of the 35 references it cites were found in a registry or an index; 1 of the 29 sources its claims cite were checked for support.

A global view of the OCA2-HERC2 region and pigmentation

Open access

Abstract

Mutations in the gene OCA2 are responsible for oculocutaneous albinism type 2, but polymorphisms in and around OCA2 have also been associated with normal pigment variation. In Europeans, three haplotypes in the region have been shown to be associated with eye pigmentation and a missense SNP (rs1800407) has been associated with green/hazel eyes (Branicki et al. in Ann Hum Genet 73:160-170, 2009). In addition, a missense mutation (rs1800414) is a candidate for light skin pigmentation in East Asia (Yuasa et al. in Biochem Genet 45:535-542, 2007; Anno et al. in Int J Biol Sci 4, 2008). We have genotyped 3,432 individuals from 72 populations for 21 SNPs in the OCA2-HERC2 region including those previously associated with eye or skin pigmentation. We report that the blue-eye associated alleles at all three haplotypes were found at high frequencies in Europe; however, one is restricted to Europe and surrounding regions, while the other two are found at moderate to high frequencies throughout the world. We also observed that the derived allele of rs1800414 is essentially limited to East Asia where it is found at high frequencies. Long-range haplotype tests provide evidence of selection for the blue-eye allele at the three haplotyped systems but not for the green/hazel eye SNP allele. We also saw evidence of selection at the derived allele of rs1800414 in East Asia. Our data suggest that the haplotype restricted to Europe is the strongest marker for blue eyes globally and add further inferential evidence that the derived allele of rs1800414 is an East Asian skin pigmentation allele.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

Genotyping 21 SNPs across the OCA2-HERC2 region in global populations shows that blue-eye-associated haplotypes differ sharply in geographic range, with the BEH2 TG allele essentially restricted to Europe and carrying the strongest selection signal. The derived rs1800414 C allele is essentially limited to East Asia and shows evidence of selection, supporting it as an East Asian skin-pigmentation allele.

Key findings

  • The blue-eye-associated alleles at BEH1 (ACA), BEH2 (TG), and BEH3 (CA) all reach highest frequencies in Northwestern Europe, but BEH2 TG is essentially observed only in Europe; BEH1 ACA and BEH3 CA are found globally, with frequencies <20% in most of Central and East Asia but 40% and higher in the Americas.
  • The derived rs1800407 allele is rare and mostly restricted to Europe (0–11%), Southwest Asia (0–9.4%), and Central Asia (0–9.3%); no evidence of selection was seen at rs1800407.
  • The derived rs1800414 C allele is found almost exclusively in East and Southeast Asia at frequencies from 0 to 76%, higher in eastern East Asia (62–76.1%) than Southeast Asia (0–54.3%) or Western China (15.5–37.5%); outside this region it appears at low frequencies in Adygei, Chuvash, and Hungarians (>1–3.6%), Yakut (8.8%), and Micronesians (4.2%).
  • Long-range haplotype tests show the strongest selection signal at BEH2 TG in Europe and Southwest Asia; BEH1 and BEH3 signals are weak and within the false-positive grouping, while rs1800414 C shows strong selection evidence in East Asia, confirmed by nHS in Western China and Southeast Asia.

Methods

  • The abstract reports 3,432 individuals from 72 populations; the methods and Table 1 describe 73 populations and 3,931 total samples including HGDP data. The study typed 21 SNPs spanning 398,549 bp in OCA2-HERC2, including nine previously pigmentation-associated SNPs.
  • SNPs were typed with Applied Biosystems TaqMan assays; haplotypes were estimated with fastPHASE, frequency maps with Surfer, and LD with HAPLOT.
  • Selection was tested using relative extended haplotype homozygosity (REHH) and normalized haplosimilarity (nHS), with 1,000 neutral simulations under a constant population size model and a bottleneck-plus-exponential-expansion model.

Limitations

  • The paper has no explicit limitations section. Evident from the text: this study reports genotype and allele-frequency data but does not directly measure pigmentation phenotypes, so pigmentation associations are inferred from prior studies.
  • Some population samples are very small (e.g., Lisongo N=8, Samoans N=8, Malaysians N=11, Orcadians N=16, Kuwaiti N=16), and some HGDP samples were combined, which may make allele-frequency estimates for rare variants unstable.
  • The paper states that several questions remain, including whether BEH2 SNPs are causal or only in strong LD with the causative allele, whether BEH2 lies in an OCA2 promoter region, and whether blue eyes are under sexual selection or linked to another selected phenotype such as light skin pigmentation.

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Integrity signals

Registry

Crossref · 10.1007/s00439-011-1110-x

Cites

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Statistics

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Figures

Fig. 1 Schematic of BEHs and rs1800414. This figure shows the approximate locations of the three blue-eye associated haplotypes (blue rectangles) and rs1800414 (red arrow) at OCA2 and HERC2 genes. OCA2 extends farther in the pter direction
Fig. 1 Schematic of BEHs and rs1800414. This figure shows the approximate locations of the three blue-eye associated haplotypes (blue rectangles) and rs1800414 (red arrow) at OCA2 and HERC2 genes. OCA2 extends farther in the pter directionCC BY-NC · PubMed Central
Fig. 2 Global frequencies of blue-eye associated haplotypes. This figure shows the distributions of the blue-eye associated allele/haplotype at the respective BEH1 (a), BEH2 (b), and BEH3 (c) genetic systems graphed on a world map, as well as a comparison of the frequencies in a bar graph (d). In part d, the associated alleles are represented in yellow at BEH1, in blue at BEH2, and in red at BEH3. Here we see that the blue-eye associated allele of BEH2 is mostly limited to Europe, whereas the blue-eye associated alleles of BEH1 and BEH3 are found globally. The populations are divided by regional group on the x-axis as follows: Africa (yellow), Southwest Asia (green), Europe (blue), Central Asia (orange), Pacific Islands (purple), East Asia (red), and Native Americans (teal)
Fig. 2 Global frequencies of blue-eye associated haplotypes. This figure shows the distributions of the blue-eye associated allele/haplotype at the respective BEH1 (a), BEH2 (b), and BEH3 (c) genetic systems graphed on a world map, as well as a comparison of the frequencies in a bar graph (d). In part d, the associated alleles are represented in yellow at BEH1, in blue at BEH2, and in red at BEH3. Here we see that the blue-eye associated allele of BEH2 is mostly limited to Europe, whereas the blue-eye associated alleles of BEH1 and BEH3 are found globally. The populations are divided by regional group on the x-axis as follows: Africa (yellow), Southwest Asia (green), Europe (blue), Central Asia (orange), Pacific Islands (purple), East Asia (red), and Native Americans (teal)CC BY-NC · PubMed Central
Fig. 3 Global distribution of the derived allele (T) of rs1800407. This figure shows the derived-allele frequencies of rs1800407. The derived allele is primarily restricted to Europe, Southwest Asia, and Central Asia, and has a maximum allele frequency of 11% in any given population sample. The populations are divided by regional group on the x-axis as follows Africa (yellow), Southwest Asia (green), Europe (blue), Central Asia (orange), Pacific Islands (purple), East Asia (red), and Native Americans (teal)
Fig. 3 Global distribution of the derived allele (T) of rs1800407. This figure shows the derived-allele frequencies of rs1800407. The derived allele is primarily restricted to Europe, Southwest Asia, and Central Asia, and has a maximum allele frequency of 11% in any given population sample. The populations are divided by regional group on the x-axis as follows Africa (yellow), Southwest Asia (green), Europe (blue), Central Asia (orange), Pacific Islands (purple), East Asia (red), and Native Americans (teal)CC BY-NC · PubMed Central
Fig. 4 Global rs1800414 derived-allele distribution and frequencies. This figure shows the distribution of the derived allele of rs1800414 interpolated on a world map (a) and as a bar graph (b). The derived allele is essentially restricted to East Asia, with the highest frequencies in Eastern East Asia, midrange frequencies in Southeast Asia, and the lowest frequencies in Western China and some Eastern European populations
Fig. 4 Global rs1800414 derived-allele distribution and frequencies. This figure shows the distribution of the derived allele of rs1800414 interpolated on a world map (a) and as a bar graph (b). The derived allele is essentially restricted to East Asia, with the highest frequencies in Eastern East Asia, midrange frequencies in Southeast Asia, and the lowest frequencies in Western China and some Eastern European populationsCC BY-NC · PubMed Central
Fig. 5 LD at OCA2 and HERC2. This figure shows the LD in the OCA2/HERC2 region in 55 populations. SNPs 1–21 are ordered as in Table 2. A region of high LD is represented by red arrows using the default parameters in the agglomerative algorithm in HAPLOT (Gu et al. 2005): A region of high LD starts at r 2 = 0.4 and is extended as long as the average r 2 ≥ 0.3. The minimum r 2 for inclusion in a block is 0.1. If LD cannot be calculated for a SNP (e.g., it is fixed in that particular population), then a white space in the arrow is shown. On average, there are two regions of high LD, one near the East Asian “light skin” SNP (rs1800414) and one in the BEH region. The smallest regions are in Africa whereas the largest regions are in East Asia. In the Americas, there are three regions, one near rs1800414, one at BEH1, and one at BEH3
Fig. 5 LD at OCA2 and HERC2. This figure shows the LD in the OCA2/HERC2 region in 55 populations. SNPs 1–21 are ordered as in Table 2. A region of high LD is represented by red arrows using the default parameters in the agglomerative algorithm in HAPLOT (Gu et al. 2005): A region of high LD starts at r 2 = 0.4 and is extended as long as the average r 2 ≥ 0.3. The minimum r 2 for inclusion in a block is 0.1. If LD cannot be calculated for a SNP (e.g., it is fixed in that particular population), then a white space in the arrow is shown. On average, there are two regions of high LD, one near the East Asian “light skin” SNP (rs1800414) and one in the BEH region. The smallest regions are in Africa whereas the largest regions are in East Asia. In the Americas, there are three regions, one near rs1800414, one at BEH1, and one at BEH3CC BY-NC · PubMed Central
Fig. 6 Haplotypes of the three BEHs. This figure shows the three BEHs as a single haplotyped system. The TG allele of BEH2 always occurs with the CA allele of BEH3 and usually occurs with the ACA allele of BEH1 (yellow). The CA BEH3 and ACA BEH1 alleles, however, do not always occur with the TG allele of BEH2. The ACA BEH1 allele and the CA BEH3 allele also usually occur together (pink and yellow)
Fig. 6 Haplotypes of the three BEHs. This figure shows the three BEHs as a single haplotyped system. The TG allele of BEH2 always occurs with the CA allele of BEH3 and usually occurs with the ACA allele of BEH1 (yellow). The CA BEH3 and ACA BEH1 alleles, however, do not always occur with the TG allele of BEH2. The ACA BEH1 allele and the CA BEH3 allele also usually occur together (pink and yellow)CC BY-NC · PubMed Central
Fig. 7 Haplotypes containing the derived allele of rs1800414 in East Asians. This figure shows a seven-SNP haplotype in the “light skin” region of OCA2 in East Asians. The seven SNPs were chosen based on the first region of high LD in East Asians from Fig. 4. The C allele of rs1800414 is seen on three haplotypes, one of which (blue) accounts for a large majority of the chromosomes. The next most common haplotype (red) differs from the most common (blue) only at the seventh site. The least common (yellow) differs from the blue at the final four sites
Fig. 7 Haplotypes containing the derived allele of rs1800414 in East Asians. This figure shows a seven-SNP haplotype in the “light skin” region of OCA2 in East Asians. The seven SNPs were chosen based on the first region of high LD in East Asians from Fig. 4. The C allele of rs1800414 is seen on three haplotypes, one of which (blue) accounts for a large majority of the chromosomes. The next most common haplotype (red) differs from the most common (blue) only at the seventh site. The least common (yellow) differs from the blue at the final four sitesCC BY-NC · PubMed Central
Fig. 8 Relative extended haplotype homozygosity test at the blue-eye associated haplotypes in Europe. This figure shows graphs of the REHH (a, c, e, g) and the significance tests (b, d, f, h) for the three blue-eye associated haplotypes in Europe. a, b Graphs for the SNPs centromeric to BEH1. In the significance test graphs, the cyan points are the REHH results from 1,000 simulations under the constant population size neutral model. The ACA allele is right at the 95th percentile and well within the area of false positives. c, d Graphs for the SNPs telomeric to BEH1. Again, the ACA allele is right at the 95th percentile line and well within the area of false positives. e, f Graphs for the SNPs centromeric to BEH2. Here we see the TG allele is above the 95th percentile line suggesting a strong signal of selection at this locus. g, h Graphs for the SNPs centromeric to BEH3. The CA allele is also above the 95th percentile line but the signal is not as strong as for BEH2
Fig. 8 Relative extended haplotype homozygosity test at the blue-eye associated haplotypes in Europe. This figure shows graphs of the REHH (a, c, e, g) and the significance tests (b, d, f, h) for the three blue-eye associated haplotypes in Europe. a, b Graphs for the SNPs centromeric to BEH1. In the significance test graphs, the cyan points are the REHH results from 1,000 simulations under the constant population size neutral model. The ACA allele is right at the 95th percentile and well within the area of false positives. c, d Graphs for the SNPs telomeric to BEH1. Again, the ACA allele is right at the 95th percentile line and well within the area of false positives. e, f Graphs for the SNPs centromeric to BEH2. Here we see the TG allele is above the 95th percentile line suggesting a strong signal of selection at this locus. g, h Graphs for the SNPs centromeric to BEH3. The CA allele is also above the 95th percentile line but the signal is not as strong as for BEH2CC BY-NC · PubMed Central
Fig. 9 nHS at OCA2/HERC2 in Southern Europeans. This figure shows the results for a normalized haplosimilarity test in Southern Europeans. Southern Europeans were chosen because they are the only group of Europeans in whom any of the frequencies of blue-eye associated alleles of the three blue-eye haplotypes falls below 0.50, a requirement for this test to detect selection. The cyan points represent the result of 1,000 simulated populations under the neutral constant population size model and the blue points represent the data at OCA2/HERC2. The only two points that show a significant result are the two SNPs that compose BEH2
Fig. 9 nHS at OCA2/HERC2 in Southern Europeans. This figure shows the results for a normalized haplosimilarity test in Southern Europeans. Southern Europeans were chosen because they are the only group of Europeans in whom any of the frequencies of blue-eye associated alleles of the three blue-eye haplotypes falls below 0.50, a requirement for this test to detect selection. The cyan points represent the result of 1,000 simulated populations under the neutral constant population size model and the blue points represent the data at OCA2/HERC2. The only two points that show a significant result are the two SNPs that compose BEH2CC BY-NC · PubMed Central
Fig. 10 Selection results at rs1800414 in East Asia. This figure shows the results of an REHH test in East Asia (a, b), an nHS test in Western China (c), and an nHS test in Southeast Asia. Again, the cyan points represent the results from 1,000 simulated populations under the neutral constant population size model. In a and b we show strong evidence of selection at the derived allele of rs1800414 (CAC) in East Asia. This result is confirmed in Western China (c) and Southeast Asia (d) where the derived allele (circled in red) is <0.50 using nHS
Fig. 10 Selection results at rs1800414 in East Asia. This figure shows the results of an REHH test in East Asia (a, b), an nHS test in Western China (c), and an nHS test in Southeast Asia. Again, the cyan points represent the results from 1,000 simulated populations under the neutral constant population size model. In a and b we show strong evidence of selection at the derived allele of rs1800414 (CAC) in East Asia. This result is confirmed in Western China (c) and Southeast Asia (d) where the derived allele (circled in red) is <0.50 using nHSCC BY-NC · PubMed Central

Verification

Claims the paper makes

60 Own result · 16 Not checked yet · 12 Own interpretation · 6 No basis given · 1 Supported · 1 Own method

Verify all 28 references — free account
  • Probably not a substantial claim. 11
  • It may state two separate claims as one. 32
42 of 42
  • The authors state this as an assumption.

    A variant under selection will rise to high frequency quickly before recombination has time to break down the extended haplotype on which the variant initially arose.

    “REHH and nHS are both based on the logical assumption that a variant under selection will rise to high frequency quickly before recombination has time to break down the extended haplotype on which the variant initially arose.”
  • The authors state this as an assumption.

    A neutral variant will take longer to reach a high frequency, allowing the extended haplotype time to be degraded by recombination.

    “In contrast, a neutral variant will take longer to reach a high frequency, allowing the extended haplotype time to be degraded by recombination.”
  • The paper relies on this without support.

    Blue eyes are essentially restricted to Europe.

    “the essential restriction of blue eyes to Europe”
  • The paper relies on this without support.

    There is no known biological advantage to having blue eyes.

    “Since there is no known biological advantage to having blue eyes”
4 of 4

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Metadata

Authors
Donnelly, M. P., Paschou, P., Grigorenko, E., Gurwitz, D., Barta, C., Lu, R.-B., Zhukova, O. V., Kim, J.-J., Siniscalco, M., New, M., Li, H., Kajuna, S. L. B., Manolopoulos, V. G., Speed, W. C., Pakstis, A. J., Kidd, J. R., & Kidd, K. K.
Affiliations
  • Yale University (US)
  • Democritus University of Thrace (GR)
  • Tel Aviv University (IL)
  • Semmelweis University (HU)
  • National Cheng Kung University (TW)
  • Vavilov Institute of General Genetics (RU)
  • Rockefeller University (US)
  • Icahn School of Medicine at Mount Sinai (US)
  • Fudan University (CN)
  • Hubert Kairuki Memorial University (TZ)
Venue
Human Genetics
Published
2011-11-08
Volume
131
Issue
5
Pages
683-696
ISSN
  • 0018-7348 (ISSN-L)
  • 0340-6717
  • 1432-1203
OpenAlex
W2043631048
Cited by
131
References
35
Citations by year
2026: 4 · 2025: 11 · 2024: 8 · 2023: 4 · 2022: 13 · 2021: 12 · 2020: 9 · 2019: 9 · 2018: 14 · 2017: 10 · 2016: 7 · 2015: 8 · 2014: 11 · 2013: 6 · 2012: 4
FWCI
3.37
Type
journal article
Language
en
Open access
Licence
cc-by-nc
Locations
  • Human Genetics (publishedVersion, cc-by-nc)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
Funders
  • U.S. Department of Justice
  • Tel Aviv University
  • National Institutes of Health
  • Office of Justice Programs
  • National Institute of General Medical Sciences (GM 57672, P01GM057672)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › melanin and skin pigmentation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Forensic and Genetic Research
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
Keywords
OCA2, HERC2, eye pigmentation, skin pigmentation, blue eyes, single nucleotide polymorphisms, haplotypes, natural selection, European populations
MeSH terms
Europe, Eye Color, Asia, Eastern, Gene Frequency, Haplotypes, Humans, Selection, Genetic, Skin Pigmentation, Linkage Disequilibrium, Polymorphism, Single Nucleotide, Guanine Nucleotide Exchange Factors, Membrane Transport Proteins, Ubiquitin-Protein Ligases

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