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Novel compound heterozygous variants in FANCI cause premature ovarian insufficiency FANCI 中的新型复合杂合变异导致卵巢早衰
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-14 DOI: 10.1007/s00439-024-02650-9

Abstract

Premature ovarian insufficiency (POI) is a common reproductive aging disorder due to a dramatic decline of ovarian function before 40 years of age. Accumulating evidence reveals that genetic defects, particularly those related to DNA damage response, are a crucial contributing factor to POI. We have demonstrated that the functional Fanconi anemia (FA) pathway maintains the rapid proliferation of primordial germ cells to establish a sufficient reproductive reserve by counteracting replication stress, but the clinical implications of this function in human ovarian function remain to be established. Here, we screened the FANCI gene, which encodes a key component for FA pathway activation, in our whole-exome sequencing database of 1030 patients with idiopathic POI, and identified two pairs of novel compound heterozygous variants, c.[97C > T];[1865C > T] and c.[158-2A > G];[c.959A > G], in two POI patients, respectively. The missense variants did not alter FANCI protein expression and nuclear localization, apart from the variant c.158-2A > G causing abnormal splicing and leading to a truncated mutant p.(S54Pfs*5). Furthermore, the four variants all diminished FANCD2 ubiquitination levels and increased DNA damage under replication stress, suggesting that the FANCI variants impaired FA pathway activation and replication stress response. This study first links replication stress response defects with the pathogenesis of human POI, providing a new insight into the essential roles of the FA genes in ovarian function.

摘要 早发性卵巢功能不全(POI)是一种常见的生殖衰老疾病,是由于卵巢功能在 40 岁之前急剧下降所致。越来越多的证据表明,遗传缺陷,尤其是与 DNA 损伤反应有关的缺陷,是导致早发性卵巢功能不全的关键因素。我们已经证明,功能性范可尼贫血(FA)通路可通过抵消复制应激来维持原始生殖细胞的快速增殖,从而建立足够的生殖储备,但这一功能对人类卵巢功能的临床影响仍有待确定。在此,我们在全外显子组测序数据库中筛选了1030例特发性卵巢炎患者中编码FA通路激活关键成分的FANCI基因,并在两名卵巢炎患者中分别发现了两对新的复合杂合变异c.[97C >T];[1865C >T]和c.[158-2A >G];[c.959A >G]。除了 c.158-2A > G 变体会导致剪接异常并导致截短突变体 p.(S54Pfs*5)外,其他错义变体不会改变 FANCI 蛋白的表达和核定位。此外,这四个变体都降低了 FANCD2 泛素化水平,增加了复制应激下的 DNA 损伤,表明 FANCI 变体损害了 FA 通路的激活和复制应激反应。这项研究首次将复制应激反应缺陷与人类 POI 的发病机制联系起来,为了解 FA 基因在卵巢功能中的重要作用提供了新的视角。
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引用次数: 0
STEAP3 promotes colon cancer cell proliferation and migration via regulating histone acetylation. STEAP3 通过调节组蛋白乙酰化促进结肠癌细胞的增殖和迁移。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-13 DOI: 10.1007/s00439-024-02646-5
Jinjuan Lv, Xiaoqian Liu, Zhiwei Sun, Jianfeng Gao, Xiaoqi Yu, Mengyan Zhang, Zhenyu Zhang, Shuangyi Ren, Yunfei Zuo

Colorectal cancer (CRC) is the third most prevalent diagnosed cancer in men and second most prevalent cancer in women. H3K27ac alterations are more commonly than gene mutations in colorectal cancer. Most colorectal cancer genes have significant H3K27ac changes, which leads to an over-expression disorder in gene transcription. Over-expression of STEAP3 is involved in a variety of tumors, participating in the regulation of cancer cell proliferation and migration. The purpose of this work is to investigate the role of STEAP3 in the regulation of histone modification (H3K27ac) expression in colon cancer. Bioinformatic ChIP-seq, ChIP-qPCR and ATAC-seq were used to analyze the histone modification properties and gene accessibility of STEAP3. Western blot and qRT-PCR were used to evaluate relative protein and gene expression, respectively. CRISPR/Cas9 technology was used to knockout STEAP3 on colon cancer cells to analyze the effect of ATF3 on STEAP3. STEAP3 was over-expressed in colon cancer and associated with higher metastases and more invasive and worse stage of colon cancer. ChIP-seq and ChIP-qPCR analyses revealed significant enrichment of H3K27ac in the STEAP3 gene. In addition, knocking down STEAP3 significantly inhibits colon cancer cell proliferation and migration and down-regulates H3K27ac expression. ChIP-seq found that ATF3 is enriched in the STEAP3 gene and CRISPR/Cas9 technology used for the deletion of the ATF3 binding site suppresses the expression of STEAP3. Over-expression of STEAP3 promotes colon cancer cell proliferation and migration. Mechanical studies have indicated that H3K27ac and ATF3 are significantly enriched in the STEAP3 gene and regulate the over-expression of STEAP3.

结肠直肠癌(CRC)是男性第三大、女性第二大确诊癌症。在结直肠癌中,H3K27ac 改变比基因突变更为常见。大多数结直肠癌基因都有明显的 H3K27ac 变化,从而导致基因转录过度表达紊乱。STEAP3 的过度表达涉及多种肿瘤,参与调控癌细胞的增殖和迁移。本研究旨在探讨 STEAP3 在结肠癌组蛋白修饰(H3K27ac)表达调控中的作用。生物信息学 ChIP-seq、ChIP-qPCR 和 ATAC-seq 用于分析 STEAP3 的组蛋白修饰特性和基因可及性。Western 印迹和 qRT-PCR 分别用于评估蛋白质和基因的相对表达。利用 CRISPR/Cas9 技术敲除结肠癌细胞中的 STEAP3,分析 ATF3 对 STEAP3 的影响。STEAP3在结肠癌中过度表达,与结肠癌的高转移率、高侵袭性和严重分期有关。ChIP-seq 和 ChIP-qPCR 分析显示,STEAP3 基因中的 H3K27ac 显著富集。此外,敲除 STEAP3 能显著抑制结肠癌细胞的增殖和迁移,并下调 H3K27ac 的表达。ChIP-seq 发现 ATF3 在 STEAP3 基因中富集,利用 CRISPR/Cas9 技术删除 ATF3 结合位点可抑制 STEAP3 的表达。过度表达 STEAP3 会促进结肠癌细胞的增殖和迁移。力学研究表明,H3K27ac 和 ATF3 在 STEAP3 基因中显著富集,并调控 STEAP3 的过度表达。
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引用次数: 0
A novel 193-plex MPS panel integrating STRs and SNPs highlights the application value of forensic genetics in individual identification and paternity testing. 一个整合了 STR 和 SNP 的 193 复式 MPS 面板凸显了法医遗传学在个体鉴定和亲子鉴定中的应用价值。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-18 DOI: 10.1007/s00439-024-02658-1
Xueyuan Liu, Chengliang Yang, Xiaohui Chen, Xiaolong Han, Hong Liu, Xingkun Zhang, Quyi Xu, Xingyi Yang, Changhui Liu, Ling Chen, Chao Liu

Massively parallel sequencing (MPS) has emerged as a promising technology for targeting multiple genetic loci simultaneously in forensic genetics. Here, a novel 193-plex panel was designed to target 28 A-STRs, 41 Y-STRs, 21 X-STRs, 3 sex-identified loci, and 100 A-SNPs by employing a single-end 400 bp sequencing strategy on the MGISEQ-2000™ platform. In the present study, a series of validations and sequencing of 1642 population samples were performed to evaluate the overall performance of the MPS-based panel and its practicality in forensic application according to the SWGDAM guidelines. In general, the 193-plex markers in our panel showed good performance in terms of species specificity, stability, and repeatability. Compared to commercial kits, this panel achieved 100% concordance for standard gDNA and 99.87% concordance for 14,560 population genotypes. Moreover, this panel detected 100% of the loci from 0.5 ng of DNA template and all unique alleles at a 1:4 DNA mixture ratio (0.2 ng minor contributor), and the applicability of the proposed approach for tracing and degrading DNA was further supported by case samples. In addition, several forensic parameters of STRs and SNPs were calculated in a population study. High CPE and CPD values greater than 0.9999999 were clearly demonstrated and these results could be useful references for the application of this panel in individual identification and paternity testing. Overall, this 193-plex MPS panel has been shown to be a reliable, repeatable, robust, inexpensive, and powerful tool sufficient for forensic practice.

大规模平行测序(MPS)已成为法医遗传学中同时针对多个基因位点的一项前景广阔的技术。在本研究中,通过在 MGISEQ-2000™ 平台上采用单端 400 bp 测序策略,设计了一种新型的 193 复式测序板,以 28 个 A-STR、41 个 Y-STR、21 个 X-STR、3 个性别鉴定位点和 100 个 A-SNP 为目标。在本研究中,对 1642 个人群样本进行了一系列验证和测序,以评估基于 MPS 的面板的整体性能及其在 SWGDAM 指南下的法医应用中的实用性。总体而言,我们小组中的 193 个复合物标记在物种特异性、稳定性和可重复性方面表现良好。与商业化试剂盒相比,该小组在标准 gDNA 方面的一致性达到了 100%,在 14,560 个群体基因型方面的一致性达到了 99.87%。此外,该试剂盒还能从 0.5 纳克 DNA 模板中检测出 100% 的基因座,并能以 1:4 的 DNA 混合比(0.2 纳克次要贡献者)检测出所有独特的等位基因。此外,还在一项人群研究中计算了 STR 和 SNP 的几个法医参数。结果表明,CPE 和 CPD 值均大于 0.9999999,这些结果可作为应用该面板进行个体识别和亲子鉴定的有用参考。总之,该 193 复合物 MPS 面板已被证明是一种可靠、可重复、稳健、廉价且功能强大的工具,足以用于法医实践。
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引用次数: 0
Identification and functional analysis of rare HECTD1 missense variants in human neural tube defects. 人类神经管缺陷中罕见的 HECTD1 错义变体的鉴定和功能分析。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-07 DOI: 10.1007/s00439-024-02647-4
Elias Oxman, Huili Li, Hong-Yan Wang, Irene E Zohn

Neural tube defects (NTDs) are severe malformations of the central nervous system that arise from failure of neural tube closure. HECTD1 is an E3 ubiquitin ligase required for cranial neural tube closure in mouse models. NTDs in the Hectd1 mutant mouse model are due to the failure of cranial mesenchyme morphogenesis during neural fold elevation. Our earlier research has linked increased extracellular heat shock protein 90 (eHSP90) secretion to aberrant cranial mesenchyme morphogenesis in the Hectd1 model. Furthermore, overexpression of HECTD1 suppresses stress-induced eHSP90 secretion in cell lines. In this study, we report the identification of five rare HECTD1 missense sequence variants in NTD cases. The variants were found through targeted next-generation sequencing in a Chinese cohort of 352 NTD cases and 224 ethnically matched controls. We present data showing that HECTD1 is a highly conserved gene, extremely intolerant to loss-of-function mutations and missense changes. To evaluate the functional consequences of NTD-associated missense variants, functional assays in HEK293T cells were performed to examine protein expression and the ability of HECTD1 sequence variants to suppress eHSP90 secretion. One NTD-associated variant (A1084T) had significantly reduced expression in HEK293T cells. All five NTD-associated variants (p.M392V, p.T801I, p.I906V, p.A1084T, and p.P1835L) reduced regulation of eHSP90 secretion by HECTD1, while a putative benign variant (p.P2474L) did not. These findings are the first association of HECTD1 sequence variation with NTDs in humans.

神经管缺陷(NTD)是由于神经管闭合失败而导致的中枢神经系统严重畸形。HECTD1是小鼠模型中头颅神经管闭合所需的E3泛素连接酶。Hectd1突变小鼠模型中的NTD是由于神经褶皱隆起过程中颅间质形态发生失败所致。我们早期的研究发现,细胞外热休克蛋白 90(eHSP90)分泌的增加与 Hectd1 模型中颅间质形态发生的异常有关。此外,在细胞系中,过表达 HECTD1 可抑制应激诱导的 eHSP90 分泌。在本研究中,我们报告了在 NTD 病例中发现的五个罕见的 HECTD1 错义序列变异。这些变异是在一个由 352 例 NTD 病例和 224 例种族匹配对照组成的中国队列中通过靶向新一代测序发现的。我们提供的数据表明,HECTD1 是一个高度保守的基因,极不耐受功能缺失突变和错义变化。为了评估与 NTD 相关的错义变异的功能后果,我们在 HEK293T 细胞中进行了功能测试,以检测 HECTD1 序列变异抑制 eHSP90 分泌的蛋白表达和能力。一个 NTD 相关变体(A1084T)在 HEK293T 细胞中的表达量明显降低。所有五个 NTD 相关变体(p.M392V、p.T801I、p.I906V、p.A1084T 和 p.P1835L)都会降低 HECTD1 对 eHSP90 分泌的调控,而一个推测的良性变体(p.P2474L)则不会。这些发现是人类首次将 HECTD1 序列变异与 NTDs 联系起来。
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引用次数: 0
Novel genotype-phenotype correlations, differential cerebellar allele-specific methylation, and a common origin of the (ATTTC)n insertion in spinocerebellar ataxia type 37. 脊髓小脑共济失调 37 型的新基因型与表型相关性、小脑等位基因特异性甲基化差异以及 (ATTTC)n 插入的共同起源。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-02-23 DOI: 10.1007/s00439-024-02644-7
Marina Sanchez-Flores, Marc Corral-Juan, Esther Gasch-Navalón, Davide Cirillo, Ivelisse Sanchez, Antoni Matilla-Dueñas

Spinocerebellar ataxia subtype 37 (SCA37) is a rare disease originally identified in ataxia patients from the Iberian Peninsula with a pure cerebellar syndrome. SCA37 patients carry a pathogenic intronic (ATTTC)n repeat insertion flanked by two polymorphic (ATTTT)n repeats in the Disabled-1 (DAB1) gene leading to cerebellar dysregulation. Herein, we determine the precise configuration of the pathogenic 5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n SCA37 alleles by CRISPR-Cas9 and long-read nanopore sequencing, reveal their epigenomic signatures in SCA37 lymphocytes, fibroblasts, and cerebellar samples, and establish new molecular and clinical correlations. The 5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n pathogenic allele configurations revealed repeat instability and differential methylation signatures. Disease age of onset negatively correlated with the (ATTTC)n, and positively correlated with the 3'(ATTTT)n. Geographic origin and gender significantly correlated with age of onset. Furthermore, significant predictive regression models were obtained by machine learning for age of onset and disease evolution by considering gender, the (ATTTC)n, the 3'(ATTTT)n, and seven CpG positions differentially methylated in SCA37 cerebellum. A common 964-kb genomic region spanning the (ATTTC)n insertion was identified in all SCA37 patients analysed from Portugal and Spain, evidencing a common origin of the SCA37 mutation in the Iberian Peninsula originating 859 years ago (95% CI 647-1378). In conclusion, we demonstrate an accurate determination of the size and configuration of the regulatory 5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n repeat tract, avoiding PCR bias amplification using CRISPR/Cas9-enrichment and nanopore long-read sequencing, resulting relevant for accurate genetic diagnosis of SCA37. Moreover, we determine novel significant genotype-phenotype correlations in SCA37 and identify differential cerebellar allele-specific methylation signatures that may underlie DAB1 pathogenic dysregulation.

脊髓小脑共济失调亚型 37(SCA37)是一种罕见疾病,最初是在伊比利亚半岛的共济失调患者中发现的一种纯粹的小脑综合征。SCA37患者携带一个致病性内含子(ATTTC)n重复插入,两侧是残疾-1(DAB1)基因中的两个多态性(ATTTT)n重复,导致小脑功能失调。在这里,我们通过CRISPR-Cas9和长线程纳米孔测序确定了致病性5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n SCA37等位基因的精确结构,揭示了它们在SCA37淋巴细胞、成纤维细胞和小脑样本中的表观基因组特征,并建立了新的分子和临床相关性。5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n致病等位基因配置显示了重复的不稳定性和不同的甲基化特征。发病年龄与(ATTTC)n呈负相关,与3'(ATTTT)n呈正相关。地理来源和性别与发病年龄明显相关。此外,通过机器学习,考虑性别、(ATTTC)n、3'(ATTTT)n 和 SCA37 小脑中差异甲基化的 7 个 CpG 位置,对发病年龄和疾病演变获得了重要的预测回归模型。在分析的葡萄牙和西班牙的所有 SCA37 患者中,发现了一个跨越 (ATTTC)n 插入的 964-kb 的共同基因组区域,证明 SCA37 突变的共同起源是在 859 年前的伊比利亚半岛(95% CI 647-1378)。总之,我们利用 CRISPR/Cas9 富集和纳米孔长读数测序技术,准确测定了调控性 5'(ATTTT)n-(ATTTC)n-3'(ATTTT)n 重复序列的大小和结构,避免了 PCR 偏差扩增,从而为 SCA37 的准确基因诊断提供了依据。此外,我们还确定了 SCA37 基因型与表型之间的新的显著相关性,并发现了可能导致 DAB1 致病性失调的不同小脑等位基因特异性甲基化特征。
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引用次数: 0
An overload of missense variants in the OTOG gene may drive a higher prevalence of familial Meniere disease in the European population. 在欧洲人群中,OTOG 基因中过量的错义变体可能导致家族性美尼尔病的发病率较高。
IF 3.8 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-22 DOI: 10.1007/s00439-024-02643-8
Alberto M Parra-Perez, Alvaro Gallego-Martinez, Jose A Lopez-Escamez

Meniere disease is a complex inner ear disorder with significant familial aggregation. A differential prevalence of familial MD (FMD) has been reported, being 9-10% in Europeans compared to 6% in East Asians. A broad genetic heterogeneity in FMD has been described, OTOG being the most common mutated gene, with a compound heterozygous recessive inheritance. We hypothesize that an OTOG-related founder effect may explain the higher prevalence of FMD in the European population. Therefore, the present study aimed to compare the allele frequency (AF) and distribution of OTOG rare variants across different populations. For this purpose, the coding regions with high constraint (low density of rare variants) were retrieved in the OTOG coding sequence in Non-Finnish European (NFE).. Missense variants (AF < 0.01) were selected from a 100 FMD patient cohort, and their population AF was annotated using gnomAD v2.1. A linkage analysis was performed, and odds ratios were calculated to compare AF between NFE and other populations. Thirteen rare missense variants were observed in 13 FMD patients, with 2 variants (rs61978648 and rs61736002) shared by 5 individuals and another variant (rs117315845) shared by two individuals. The results confirm the observed enrichment of OTOG rare missense variants in FMD. Furthermore, eight variants were enriched in the NFE population, and six of them were in constrained regions. Structural modeling predicts five missense variants that could alter the otogelin stability. We conclude that several variants reported in FMD are in constraint regions, and they may have a founder effect and explain the burden of FMD in the European population.

梅尼埃病是一种复杂的内耳疾病,具有明显的家族聚集性。据报道,家族性美尼尔病(FMD)的发病率存在差异,欧洲人为 9-10%,而东亚人仅为 6%。FMD 有广泛的遗传异质性,OTOG 是最常见的突变基因,为复合杂合隐性遗传。我们假设,与 OTOG 相关的创始效应可能是欧洲人群中 FMD 患病率较高的原因。因此,本研究旨在比较 OTOG 罕见变体在不同人群中的等位基因频率(AF)和分布情况。为此,研究人员检索了非芬兰裔欧洲人(NFE)OTOG编码序列中的高约束(稀有变异体密度低)编码区。错义变异(AF
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引用次数: 0
Heterozygous loss-of-function variants in DOCK4 cause neurodevelopmental delay and microcephaly. DOCK4 的杂合子功能缺失变体会导致神经发育迟缓和小头畸形。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-25 DOI: 10.1007/s00439-024-02655-4
Charlotte Herbst, Viktoria Bothe, Meret Wegler, Susanne Axer-Schaefer, Séverine Audebert-Bellanger, Jozef Gecz, Benjamin Cogne, Hagit Baris Feldman, Anselm H C Horn, Anna C E Hurst, Melissa A Kelly, Michael C Kruer, Alina Kurolap, Annie Laquerriere, Megan Li, Paul R Mark, Markus Morawski, Mathilde Nizon, Tomi Pastinen, Tilman Polster, Pascale Saugier-Veber, Jang SeSong, Heinrich Sticht, Jens T Stieler, Isabelle Thifffault, Clare L van Eyk, Pascale Marcorelles, Myriam Vezain-Mouchard, Rami Abou Jamra, Henry Oppermann

Neurons form the basic anatomical and functional structure of the nervous system, and defects in neuronal differentiation or formation of neurites are associated with various psychiatric and neurodevelopmental disorders. Dynamic changes in the cytoskeleton are essential for this process, which is, inter alia, controlled by the dedicator of cytokinesis 4 (DOCK4) through the activation of RAC1. Here, we clinically describe 7 individuals (6 males and one female) with variants in DOCK4 and overlapping phenotype of mild to severe global developmental delay. Additional symptoms include coordination or gait abnormalities, microcephaly, nonspecific brain malformations, hypotonia and seizures. Four individuals carry missense variants (three of them detected de novo) and three individuals carry null variants (two of them maternally inherited). Molecular modeling of the heterozygous missense variants suggests that the majority of them affect the globular structure of DOCK4. In vitro functional expression studies in transfected Neuro-2A cells showed that all missense variants impaired neurite outgrowth. Furthermore, Dock4 knockout Neuro-2A cells also exhibited defects in promoting neurite outgrowth. Our results, including clinical, molecular and functional data, suggest that loss-of-function variants in DOCK4 probable cause a variable spectrum of a novel neurodevelopmental disorder with microcephaly.

神经元是神经系统的基本解剖结构和功能结构,神经元分化或神经元形成的缺陷与各种精神和神经发育障碍有关。细胞骨架的动态变化对这一过程至关重要,而细胞骨架的变化主要由细胞分裂专用因子 4(DOCK4)通过激活 RAC1 控制。在此,我们临床描述了 7 名患者(6 男 1 女)的 DOCK4 变异和轻度至重度全面发育迟缓的重叠表型。其他症状包括协调或步态异常、小头畸形、非特异性脑畸形、肌张力低下和癫痫发作。四人携带错义变体(其中三人从头检测到),三人携带空变体(其中两人是母体遗传)。杂合子错义变体的分子建模表明,其中大多数变体会影响 DOCK4 的球状结构。在转染的神经-2A细胞中进行的体外功能表达研究表明,所有错义变体都会影响神经元的生长。此外,Dock4基因敲除的神经-2A细胞在促进神经元生长方面也表现出缺陷。我们的研究结果(包括临床、分子和功能数据)表明,DOCK4的功能缺失变体可能会导致不同程度的伴有小头畸形的新型神经发育障碍。
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引用次数: 0
PdmIRD: missense variants pathogenicity prediction for inherited retinal diseases in a disease-specific manner. PdmIRD:针对特定疾病的遗传性视网膜疾病错义变体致病性预测。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-13 DOI: 10.1007/s00439-024-02645-6
Bing Zeng, Dong Cheng Liu, Jian Guo Huang, Xiao Bo Xia, Bo Qin

Accurate discrimination of pathogenic and nonpathogenic variation remains an enormous challenge in clinical genetic testing of inherited retinal diseases (IRDs) patients. Computational methods for predicting variant pathogenicity are the main solutions for this dilemma. The majority of the state-of-the-art variant pathogenicity prediction tools disregard the differences in characteristics among different genes and treat all types of mutations equally. Since missense variants are the most common type of variation in the coding region of the human genome, we developed a novel missense mutation pathogenicity prediction tool, named Prediction of Deleterious Missense Mutation for IRDs (PdmIRD) in this study. PdmIRD was tailored for IRDs-related genes and constructed with the conditional random forest model. Population frequencies and a newly available prediction tool were incorporated into PdmIRD to improve the performance of the model. The evaluation of PdmIRD demonstrated its superior performance over nonspecific tools (areas under the curves, 0.984 and 0.910) and an existing eye abnormalities-specific tool (areas under the curves, 0.975 and 0.891). We also demonstrated the submodel that used a smaller gene panel further slightly improved performance. Our study provides evidence that a disease-specific model can enhance the prediction of missense mutation pathogenicity, especially when new and important features are considered. Additionally, this study provides guidance for exploring the characteristics and functions of the mutated proteins in a greater number of Mendelian disorders.

在遗传性视网膜疾病(IRDs)患者的临床基因检测中,准确区分致病变异和非致病变异仍然是一项巨大的挑战。预测变异致病性的计算方法是解决这一难题的主要方法。大多数最先进的变异致病性预测工具都忽略了不同基因之间的特征差异,对所有类型的变异一视同仁。由于错义变异是人类基因组编码区中最常见的变异类型,我们在这项研究中开发了一种新型错义变异致病性预测工具,名为 "IRDs致畸性错义变异预测(PdmIRD)"。PdmIRD 专为 IRDs 相关基因定制,采用条件随机森林模型构建。PdmIRD 中加入了种群频率和一种新的预测工具,以提高模型的性能。对 PdmIRD 的评估表明,它的性能优于非特异性工具(曲线下面积分别为 0.984 和 0.910)和现有的眼部异常特异性工具(曲线下面积分别为 0.975 和 0.891)。我们还证明,使用较小基因面板的子模型性能略有提高。我们的研究证明,疾病特异性模型可以提高错义突变致病性的预测能力,尤其是在考虑到新的重要特征时。此外,这项研究还为探索更多孟德尔疾病中突变蛋白的特征和功能提供了指导。
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引用次数: 0
Biallelic variants in GTF3C5, a regulator of RNA polymerase III-mediated transcription, cause a multisystem developmental disorder. GTF3C5是RNA聚合酶III介导的转录调节因子,其双叶变体可导致多系统发育障碍。
IF 5.3 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-23 DOI: 10.1007/s00439-024-02656-3
Aiko Iwata-Otsubo, Cara M Skraban, Atsunori Yoshimura, Toyonori Sakata, Cesar Augusto P Alves, Sarah K Fiordaliso, Yukiko Kuroda, Jaime Vengoechea, Angela Grochowsky, Paige Ernste, Lauren Lulis, Addie Nesbitt, Ahmad Abou Tayoun, Christopher Gray, Meghan C Towne, Kelly Radtke, Elizabeth A Normand, Lindsay Rhodes, Christoph Seiler, Katsuhiko Shirahige, Kosuke Izumi

General transcription factor IIIC subunit 5 (GTF3C5) encodes transcription factor IIIC63 (TFIIIC63). It binds to DNA to recruit another transcription factor, TFIIIB, and RNA polymerase III (Pol III) to mediate the transcription of small noncoding RNAs, such as tRNAs. Here, we report four individuals from three families presenting with a multisystem developmental disorder phenotype with biallelic variants in GTF3C5. The overlapping features include growth retardation, developmental delay, intellectual disability, dental anomalies, cerebellar malformations, delayed bone age, skeletal anomalies, and facial dysmorphism. Using lymphoblastoid cell lines (LCLs) from two affected individuals, we observed a reduction in TFIIIC63 protein levels compared to control LCLs. Genome binding of TFIIIC63 protein is also reduced in LCL from one of the affected individuals. Additionally, approximately 40% of Pol III binding regions exhibited reduction in the level of Pol III occupancy in the mutant genome relative to the control, while approximately 54% of target regions showed comparable levels of Pol III occupancy between the two, indicating partial impairment of Pol III occupancy in the mutant genome. Yeasts with subject-specific variants showed temperature sensitivity and impaired growth, supporting the notion that the identified variants have deleterious effects. gtf3c5 mutant zebrafish showed developmental defects, including a smaller body, head, and eyes. Taken together, our data show that GTF3C5 plays an important role in embryonic development, and that biallelic variants in this gene cause a multisystem developmental disorder. Our study adds GTF3C5-related disorder to the growing list of genetic disorders associated with Pol III transcription machinery.

通用转录因子 IIIC 亚基 5(GTF3C5)编码转录因子 IIIC63(TFIIIC63)。它与 DNA 结合,招募另一个转录因子 TFIIIB 和 RNA 聚合酶 III(Pol III),介导小的非编码 RNA(如 tRNA)的转录。在此,我们报告了来自三个家庭的四名患者,他们的多系统发育障碍表型与 GTF3C5 双重变异有关。其重叠特征包括生长迟缓、发育迟缓、智力障碍、牙齿异常、小脑畸形、骨龄延迟、骨骼异常和面部畸形。通过使用来自两个受影响个体的淋巴母细胞系(LCLs),我们观察到与对照 LCLs 相比,TFIIIC63 蛋白水平有所降低。在其中一个受影响个体的 LCL 中,TFIIIC63 蛋白的基因组结合也减少了。此外,与对照组相比,突变体基因组中约有 40% 的 Pol III 结合区的 Pol III 占有率水平降低,而约有 54% 的目标区的 Pol III 占有率水平与对照组相当,这表明突变体基因组中 Pol III 占有率部分受损。gtf3c5突变体斑马鱼表现出发育缺陷,包括身体、头部和眼睛较小。综上所述,我们的数据表明 GTF3C5 在胚胎发育中扮演着重要角色,而且该基因的双倍变体会导致多系统发育障碍。我们的研究为与 Pol III 转录机制相关的遗传性疾病增加了 GTF3C5 相关疾病。
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引用次数: 0
The association between DNA methylation and human height and a prospective model of DNA methylation-based height prediction. DNA 甲基化与人类身高的关系以及基于 DNA 甲基化的身高预测前瞻性模型。
IF 3.8 2区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-03-01 Epub Date: 2024-03-20 DOI: 10.1007/s00439-024-02659-0
Zhonghua Wang, Guangping Fu, Guanju Ma, Chunyan Wang, Qian Wang, Chaolong Lu, Lihong Fu, Xiaojing Zhang, Bin Cong, Shujin Li

As a vital anthropometric characteristic, human height information not only helps to understand overall developmental status and genetic risk factors, but is also important for forensic DNA phenotyping. We utilized linear regression analysis to test the association between each CpG probe and the height phenotype. Next, we designed a methylation sequencing panel targeting 959 CpGs and subsequent height inference models were constructed for the Chinese population. A total of 11,730 height-associated sites were identified. By employing KPCA and deep neural networks, a prediction model was developed, of which the cross-validation RMSE, MAE and R2 were 5.62 cm, 4.45 cm and 0.64, respectively. Genetic factors could explain 39.4% of the methylation level variance of sites used in the height inference models. Collectively, we demonstrated an association between height and DNA methylation status through an EWAS analysis. Targeted methylation sequencing of only 959 CpGs combined with deep learning techniques could provide a model to estimate human height with higher accuracy than SNP-based prediction models.

作为重要的人体测量特征,人类身高信息不仅有助于了解整体发育状况和遗传风险因素,而且对法医 DNA 表型分析也很重要。我们利用线性回归分析检验了每个 CpG 探针与身高表型之间的关联。接下来,我们设计了一个针对 959 个 CpGs 的甲基化测序面板,并随后构建了中国人群的身高推断模型。共鉴定出 11,730 个身高相关位点。通过使用 KPCA 和深度神经网络,我们建立了一个预测模型,其交叉验证 RMSE、MAE 和 R2 分别为 5.62 厘米、4.45 厘米和 0.64。遗传因素可以解释身高推断模型中所用位点甲基化水平变异的 39.4%。总之,我们通过 EWAS 分析证明了身高与 DNA 甲基化状态之间的关系。对仅有的 959 个 CpGs 进行靶向甲基化测序并结合深度学习技术,可以提供一个估计人类身高的模型,其准确性高于基于 SNP 的预测模型。
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引用次数: 0
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Human Genetics
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