Department of Biomedical Science, College of Life Science, CHA University, Seongnam 13488, Republic of Korea.
Endomics, Inc., Seongnam-si 13595, Republic of Korea.
Int J Mol Sci. 2024 May 17;25(10):5447. doi: 10.3390/ijms25105447.
Idiopathic recurrent pregnancy loss (RPL) is defined as at least two pregnancy losses before 20 weeks of gestation. Approximately 5% of pregnant couples experience idiopathic RPL, which is a heterogeneous disease with various causes including hormonal, chromosomal, and intrauterine abnormalities. Although how pregnancy loss occurs is still unknown, numerous biological factors are associated with the incidence of pregnancy loss, including genetic variants. Whole-exome sequencing (WES) was conducted on blood samples from 56 Korean patients with RPL and 40 healthy controls. The WES data were aligned by means of bioinformatic analysis, and the detected variants were annotated using machine learning tools to predict the pathogenicity of protein alterations. Each indicated variant was confirmed using Sanger sequencing. A replication study was also conducted in 112 patients and 114 controls. The Variant Effect Scoring Tool, Combined Annotation Dependent Depletion tool, Sorting Intolerant from Tolerant annotation tool, and various databases detected 10 potential variants previously associated with spontaneous abortion genes in patients by means of a bioinformatic analysis of WES data. Several variants were detected in more than one patient. Interestingly, several of the detected genes were functionally clustered, including some with a secretory function (mucin 4; ; rs200737893 G>A and hyaluronan-binding protein 2; ; rs542838125 G>T), in which growth arrest-specific 2 Like 2 (; rs140842796 C>T) and dynamin 2 ( rs763894364 G>A) are functionally associated with cell protrusion and the cytoskeleton. ATP Binding Cassette Subfamily C Member 6 ( was the only gene with two variants. (rs542838125 G>T), (rs200737893 G>A), and (rs140842796 C>T) were detected in only the patient group in the replication study. The combination of WES and machine learning tools is a useful method to detect potential variants associated with RPL. Using bioinformatic tools, we found 10 potential variants in 9 genes. WES data from patients are needed to better understand the causes of RPL.
特发性复发性流产(RPL)定义为妊娠 20 周前至少发生两次妊娠丢失。大约 5%的妊娠夫妇经历特发性 RPL,这是一种具有多种病因的异质性疾病,包括激素、染色体和宫内异常。尽管妊娠丢失的发生机制尚不清楚,但许多生物学因素与妊娠丢失的发生率有关,包括遗传变异。对 56 名 RPL 韩国患者和 40 名健康对照者的血液样本进行了全外显子组测序(WES)。通过生物信息学分析对齐 WES 数据,并使用机器学习工具注释检测到的变异,以预测蛋白质改变的致病性。使用 Sanger 测序对每个指示变异进行确认。还在 112 名患者和 114 名对照者中进行了复制研究。通过 WES 数据分析的生物信息学分析,变体效应评分工具、综合注释依赖性耗竭工具、耐受与不耐受分类注释工具以及各种数据库在患者中检测到 10 个先前与自发性流产基因相关的潜在变异。通过 WES 数据分析的生物信息学分析,变体效应评分工具、综合注释依赖性耗竭工具、耐受与不耐受分类注释工具以及各种数据库在患者中检测到 10 个先前与自发性流产基因相关的潜在变异。通过 WES 数据分析的生物信息学分析,变体效应评分工具、综合注释依赖性耗竭工具、耐受与不耐受分类注释工具以及各种数据库在患者中检测到 10 个先前与自发性流产基因相关的潜在变异。通过 WES 数据分析的生物信息学分析,变体效应评分工具、综合注释依赖性耗竭工具、耐受与不耐受分类注释工具以及各种数据库在患者中检测到 10 个潜在变异,这些变异与自发流产基因相关。生物信息学分析还检测到几个变体存在于一个以上的患者中。有趣的是,检测到的一些基因具有功能聚类,包括具有分泌功能的一些基因(粘蛋白 4;;rs200737893 G>A 和透明质酸结合蛋白 2;;rs542838125 G>T),其中生长停滞特异性 2 样 2 (;rs140842796 C>T)和动力蛋白 2(;rs763894364 G>A)在功能上与细胞突出和细胞骨架有关。ATP 结合盒亚家族 C 成员 6(是唯一有两个变异的基因。(rs542838125 G>T)、(rs200737893 G>A)和(rs140842796 C>T)仅在复制研究的患者组中检测到。WES 和机器学习工具的组合是一种有用的方法,可以检测与 RPL 相关的潜在变异。使用生物信息学工具,我们在 9 个基因中发现了 10 个潜在的变异。需要患者的 WES 数据来更好地了解 RPL 的病因。