Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China.
Department of Forensic Genetics, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China.
Int J Legal Med. 2021 Sep;135(5):1743-1752. doi: 10.1007/s00414-021-02570-7. Epub 2021 May 10.
The eyelid folding represents one of the most distinguishing features of East Asian faces, involving the absence or presence of the eyelid crease, i.e., single vs. double eyelid. Recently, a genome-wide association study (GWAS) identified two SNPs (rs12570134 and rs1415425) showing genome-wide significant association with the double eyelid phenotype in Japanese. Here we report a confirmatory study in 697 Chinese individuals of exclusively Han origin. Only rs1415425 was statistically significant (P-value = 0.011), and the allele effect was on the same direction with that reported in Japanese. This SNP combined with gender and age explained 10.0% of the total variation in eyelid folding. DNA-based prediction model for the eyelid trait was developed and evaluated using logistic regression. The model showed mild to moderate predictive capacity (AUC = 0.69, sensitivity = 63%, and specificity = 70%). We further selected six additional SNPs by massive parallel sequencing of 19 candidate genes in 24 samples, and one SNP rs2761882 was statistically significant (P-value = 0.027). All predictors including these two SNPs (rs1415425 and rs2761882), gender, and age explained 11.2% of the total variation. The combined prediction model obtained an improved predictive capacity (AUC = 0.72, sensitivity = 62%, and specificity = 66%). Our study thus provided a confirmation of previous GWAS findings and a DNA-based prediction of the eyelid trait in Chinese Han individuals. This model may add value to forensic DNA phenotyping applications considering gender and age can be separately inferred from genetic and epigenetic markers. To further improve the prediction accuracy, future studies should focus on identifying more informative SNPs by large GWASs in East Asian populations.
双眼皮是东亚人面部最显著的特征之一,涉及到是否有双眼皮折痕,即单眼皮和双眼皮。最近,一项全基因组关联研究(GWAS)发现了两个与日本人双眼皮表型存在全基因组显著关联的 SNP(rs12570134 和 rs1415425)。在这里,我们报告了一项在中国汉族人群中进行的验证性研究。只有 rs1415425 具有统计学意义(P 值=0.011),且等位基因效应与日本人报告的方向一致。该 SNP 与性别和年龄相结合,可解释双眼皮折叠总变异的 10.0%。我们还开发了一个基于 DNA 的眼睑特征预测模型,并使用逻辑回归对其进行了评估。该模型显示出轻度到中度的预测能力(AUC=0.69,敏感性=63%,特异性=70%)。我们进一步通过对 24 个样本中 19 个候选基因的大规模平行测序,选择了另外 6 个 SNP,其中一个 SNP rs2761882 具有统计学意义(P 值=0.027)。包括这两个 SNP(rs1415425 和 rs2761882)、性别和年龄在内的所有预测因子,可解释总变异的 11.2%。综合预测模型获得了更好的预测能力(AUC=0.72,敏感性=62%,特异性=66%)。因此,我们的研究既提供了对之前 GWAS 研究结果的验证,也提供了中国人中基于 DNA 的眼睑特征预测。考虑到性别和年龄可以分别从遗传和表观遗传标记推断出来,该模型可能会为法医 DNA 表型分析应用带来价值。为了进一步提高预测准确性,未来的研究应集中在通过东亚人群的大型 GWAS 来识别更具信息量的 SNP。