Prediction of eye, hair and skin colour in Latin Americans.

Here we evaluate the accuracy of prediction for eye, hair and skin pigmentation in a dataset of > 6500 individuals from Mexico, Colombia, Peru, Chile and Brazil (including genome-wide SNP data and quantitative/categorical pigmentation phenotypes - the CANDELA dataset CAN). We evaluated accuracy in relation to different analytical methods and various phenotypic predictors. As expected from statistical principles, we observe that quantitative traits are more sensitive to changes in the prediction models than categorical traits. We find that Random Forest or Linear Regression are generally the best performing methods. We also compare the prediction accuracy of SNP sets defined in the CAN dataset (including 56, 101 and 120 SNPs for eye, hair and skin colour prediction, respectively) to the well-established HIrisPlex-S SNP set (including 6, 22 and 36 SNPs for eye, hair and skin colour prediction respectively). When training prediction models on the CAN data, we observe remarkably similar performances for HIrisPlex-S and the larger CAN SNP sets for the prediction of hair (categorical) and eye (both categorical and quantitative), while the CAN sets outperform HIrisPlex-S for quantitative, but not for categorical skin pigmentation prediction. The performance of HIrisPlex-S, when models are trained in a world-wide sample (although consisting of 80% Europeans, https://hirisplex.erasmusmc.nl), is lower relative to training in the CAN data (particularly for hair and skin colour). Altogether, our observations are consistent with common variation of eye and hair colour having a relatively simple genetic architecture, which is well captured by HIrisPlex-S, even in admixed Latin Americans (with partial European ancestry). By contrast, since skin pigmentation is a more polygenic trait, accuracy is more sensitive to prediction SNP set size, although here this effect was only apparent for a quantitative measure of skin pigmentation. Our results support the use of HIrisPlex-S in the prediction of categorical pigmentation traits for forensic purposes in Latin America, while illustrating the impact of training datasets on its accuracy.

A GWAS in Latin Americans highlights the convergent evolution of lighter skin pigmentation in Eurasia.

We report a genome-wide association scan in >6,000 Latin Americans for pigmentation of skin and eyes. We found eighteen signals of association at twelve genomic regions. These include one novel locus for skin pigmentation (in 10q26) and three novel loci for eye pigmentation (in 1q32, 20q13 and 22q12). We demonstrate the presence of multiple independent signals of association in the 11q14 and 15q13 regions (comprising the GRM5/TYR and HERC2/OCA2 genes, respectively) and several epistatic interactions among independently associated alleles. Strongest association with skin pigmentation at 19p13 was observed for an Y182H missense variant (common only in East Asians and Native Americans) in MFSD12, a gene recently associated with skin pigmentation in Africans. We show that the frequency of the derived allele at Y182H is significantly correlated with lower solar radiation intensity in East Asia and infer that MFSD12 was under selection in East Asians, probably after their split from Europeans.

A genome-wide association scan implicates DCHS2, RUNX2, GLI3, PAX1 and EDAR in human facial variation.

We report a genome-wide association scan for facial features in ∼6,000 Latin Americans. We evaluated 14 traits on an ordinal scale and found significant association (P values<5 × 10(-8)) at single-nucleotide polymorphisms (SNPs) in four genomic regions for three nose-related traits: columella inclination (4q31), nose bridge breadth (6p21) and nose wing breadth (7p13 and 20p11). In a subsample of ∼3,000 individuals we obtained quantitative traits related to 9 of the ordinal phenotypes and, also, a measure of nasion position. Quantitative analyses confirmed the ordinal-based associations, identified SNPs in 2q12 associated to chin protrusion, and replicated the reported association of nasion position with SNPs in PAX3. Strongest association in 2q12, 4q31, 6p21 and 7p13 was observed for SNPs in the EDAR, DCHS2, RUNX2 and GLI3 genes, respectively. Associated SNPs in 20p11 extend to PAX1. Consistent with the effect of EDAR on chin protrusion, we documented alterations of mandible length in mice with modified Edar funtion.

Study of class I and II HLA alleles in 30 ecuadorian patients with rheumatoid arthritis compared with alleles from healthy and affected subjects with other rheumatic diseases.

INTRODUCTION: Rheumatoid arthritis (RA) is a chronic systemic inflammatory autoimmune disease that originates from a disabling disorder. To date, the etiology of RA is unknown. However, the existence of genetically susceptible individuals was considered. Many studies have been performed worldwide, for example, in Poland, Argentina, Chile, Mexico, Brazil, and Colombia, among others, regarding the influence between HLA-DR alleles and disease, but not in Ecuador. OBJECTIVE: The aim of this study was to determine the involvement of Class I and II HLA alleles in patients with RA. PATIENTS AND METHODS: This study was conducted in 30 adult patients with RA previously diagnosed, according to the classification criteria of the American College of Rheumatology (ACR, 1987) and 28 controls. For Class I and II HLA typing, we adopted the PCR-SSP, and statistical significances were evaluated by Chi-Square. RESULTS: HLA-DR4 is present in 76.7% of patients, with an allele frequency of 45%, while only 21% of control subjects presented it. The chi-square confirms that HLA-DR4 and RA variables are highly bound (X2 = 11.38, P = 0.00074). CONCLUSION: There is increased frequency of HLA-DR4 and HLA-DR14. The results are similar to those found in other studies. But it would be desirable to increase the sample size in order to find a greater number of genetic profiles and alleles involved.

Estudo de HLA classes I e II em trinta pacientes equatorianos com artrite reumatoide em comparação com alelos de indivíduos sadios e afetados com outras doenças reumáticas / Study of class I and II HLA alleles in 30 ecuadorian patients with rheumatoid arthritis compared with alleles from healthy and affected subjects with other rheumatic diseases

INTRODUÇÃO: A artrite reumatoide (AR) é uma doença inflamatória crônica sistêmica autoimune que provém de uma desordem incapacitante. Até hoje, a etiologia da AR é desconhecida. No entanto, já se cogitou a existência de indivíduos geneticamente passíveis de tê-la. Muitos estudos já foram realizados em todo o mundo, como, por exemplo, na Polônia, Argentina, Chile, México, Brasil, Colômbia, entre outros países, com relação à influência entre os alelos HLA-DR e a doença, mas não no Equador. OBJETIVO: O principal objetivo deste estudo foi determinar a participação dos alelos de HLA classes I e II em pacientes com AR. PACIENTES E MÉTODOS: Esta pesquisa foi desenvolvida em 30 pacientes adultos com AR, previamente diagnosticados de acordo com os critérios de classificação do Colégio Norte-Americano de Reumatologia (ACR, 1987) e 28 controles. Para a tipificação de HLA classes I e II, adotou-se a técnica PCR-SSP, e as significâncias estatísticas foram avaliadas pelo teste de Qui-Quadrado. RESULTADOS: O HLA-DR4 está presente em 76,7 por cento dos pacientes, com uma frequência alélica de 45 por cento, enquanto apenas 21 por cento dos sujeitos controle o apresentaram. O teste de Qui-Quadrado confirma que as variáveis HLA-DR4 e RA estão altamente vinculadas (X² = 11,38, P = 0,00074). CONCLUSÃO: Há frequência maior de HLA-DR4 e HLA-DR14. Os resultados encontrados são similares aos encontrados em outros estudos. Porém, seria desejável aumentar o tamanho da amostra para encontrar um maior número de perfis genéticos e de alelos envolvidos.

INTRODUCTION: Rheumatoid arthritis (RA) is a chronic systemic inflammatory autoimmune disease that originates from a disabling disorder. To date, the etiology of RA is unknown. However, the existence of genetically susceptible individuals was considered. Many studies have been performed worldwide, for example, in Poland, Argentina, Chile, Mexico, Brazil, and Colombia, among others, regarding the influence between HLA-DR alleles and disease, but not in Ecuador. OBJECTIVE: The aim of this study was to determine the involvement of Class I and II HLA alleles in patients with RA. PATIENTS AND METHODS: This study was conducted in 30 adult patients with RA previously diagnosed, according to the classification criteria of the American College of Rheumatology (ACR, 1987) and 28 controls. For Class I and II HLA typing, we adopted the PCR-SSP, and statistical significances were evaluated by Chi-Square. RESULTS: HLA-DR4 is present in 76.7 percent of patients, with an allele frequency of 45 percent, while only 21 percent of control subjects presented it. The chi-square confirms that HLA-DR4 and RA variables are highly bound (X2 = 11.38, P = 0.00074). CONCLUSION: There is increased frequency of HLA-DR4 and HLA-DR14. The results are similar to those found in other studies. But it would be desirable to increase the sample size in order to find a greater number of genetic profiles and alleles involved.