Genome-wide association study analysis of disease severity in acne reveals novel biological insights.

Zhaohui Du, Tejaswi Iyyanki, Samuel Lessard, Michael Chao, FinnGen FinnGen, Christian Asbrand, Dany Nassar, Katherine Klinger, Emanuele de Rinaldis, Shameer Khader, Clement Chatelain
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Abstract

Acne vulgaris is a common skin disease that affects >85% of teenage young adults among which >8% develop severe lesions that leaves permanent scars. Genetic heritability studies of acne in twin cohorts have estimated that the heritability for acne is 80%. Previous genome-wide association studies (GWAS) have identified 50 genetic loci associated with increased risk of developing acne when compared to healthy individuals. However only a few studies have investigated genetic association with disease severity. GWAS of disease progression may provide a more effective approach to unveil potential disease modifying therapeutic targets. Here, we performed a multi-ethnic GWAS analysis to capture disease severity in acne patients by using individuals with normal acne as a control. Our cohort consists of a total of 2,956 participants, including 290 severe acne cases and 930 normal acne controls from FinnGen, and 522 cases and 1,214 controls from BioVU. We also performed mendelian randomization (MR), colocalization analyses and transcriptome-wide association study (TWAS) to identify putative causal genes. Lastly, we performed gene-set enrichment analysis using MAGMA to implicate biological pathways that drive disease severity in Acne. We identified two new loci associated with acne severity at the genome-wide significance level, six novel associated genes by MR, colocalization and TWAS analyses, including genes CDC7, SLC7A1, ADAM23, TTLL10, CDK20 and DNAJA4, and 5 novel pathways by MAGMA analyses. Our study suggests that the etiologies of acne susceptibility and severity have limited overlap, with only 26% of known acne risk loci presenting nominal association with acne severity and none of the novel severity associated genes reported as associated with acne risk in previous GWAS.
痤疮疾病严重程度的全基因组关联研究分析揭示了新的生物学见解。
寻常性痤疮是一种常见的皮肤疾病,影响着85%的青少年,其中8%的人会出现严重的病变,留下永久的疤痕。痤疮的遗传研究在双胞胎队列中估计,痤疮的遗传率为80%。先前的全基因组关联研究(GWAS)已经确定了与健康个体相比,50个与患痤疮风险增加相关的基因位点。然而,只有少数研究调查了遗传与疾病严重程度的关系。疾病进展的GWAS可能为揭示潜在的疾病修饰治疗靶点提供更有效的方法。在这里,我们进行了一项多种族GWAS分析,通过使用正常痤疮个体作为对照,来捕捉痤疮患者的疾病严重程度。我们的队列共包括2,956名参与者,包括来自FinnGen的290例重度痤疮病例和930例正常痤疮对照组,以及来自BioVU的522例和1,214例对照组。我们还进行了孟德尔随机化(MR)、共定位分析和转录组全关联研究(TWAS)来确定推定的因果基因。最后,我们使用MAGMA进行了基因集富集分析,以揭示痤疮中驱动疾病严重程度的生物学途径。我们在全基因组显著水平上发现了两个与痤疮严重程度相关的新位点,通过MR、共定位和TWAS分析发现了6个新的相关基因,包括CDC7、SLC7A1、ADAM23、TTLL10、CDK20和DNAJA4基因,通过MAGMA分析发现了5个新的途径。我们的研究表明,痤疮易感性和严重程度的病因有有限的重叠,只有26%的已知痤疮风险位点与痤疮严重程度有轻微的关联,而在以前的GWAS中,没有一个新的严重程度相关基因被报道与痤疮风险相关。
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