Research Laboratory of Medical Cytogenetics and Molecular Genetics, IRCCS Istituto Auxologico Italiano, Milan, Italy.
Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Segrate, Milan, Italy.
Hum Reprod. 2021 Oct 18;36(11):2975-2991. doi: 10.1093/humrep/deab192.
Can a targeted whole exome sequencing (WES) on a cohort of women showing a primary ovarian insufficiency (POI) phenotype at a young age, combined with a study of copy number variations, identify variants in candidate genes confirming their deleterious effect on ovarian function?
This integrated approach has proved effective in identifying novel candidate genes unveiling mechanisms involved in POI pathogenesis.
POI, a condition occurring in 1% of women under 40 years of age, affects women's fertility leading to a premature loss of ovarian reserve. The genetic causes of POI are highly heterogeneous and several determinants contributing to its prominent oligogenic inheritance pattern still need to be elucidated.
STUDY DESIGN, SIZE, DURATION: WES screening for pathogenic variants of 41 Italian women with non-syndromic primary and early secondary amenorrhoea occurring before age 25 was replicated on another 60 POI patients, including 35 French and 25 American women, to reveal statistically significant shared variants.
PARTICIPANTS/MATERIALS, SETTING, METHODS: The Italian POI patients' DNA were processed by targeted WES including 542 RefSeq genes expressed or functioning during distinct reproductive or ovarian processes (e.g. DNA repair, meiosis, oocyte maturation, folliculogenesis and menopause). Extremely rare variants were filtered and selected by means of a Fisher Exact test using several publicly available datasets. A case-control Burden test was applied to highlight the most significant genes using two ad-hoc control female cohorts. To support the obtained data, the identified genes were screened on a novel cohort of 60 Caucasian POI patients and the same case-control analysis was carried out. Comparative analysis of the human identified genes was performed on mouse and Drosophila melanogaster by analysing the orthologous genes in their ovarian phenotype, and two of the selected genes were fruit fly modelled to explore their role in fertility.
The filtering steps applied to search for extremely rare pathogenic variants in the Italian cohort revealed 64 validated single-nucleotide variants/Indels in 59 genes in 30 out of 41 screened women. Burden test analysis highlighted 13 ovarian genes as being the most enriched and significant. To validate these findings, filtering steps and Burden analysis on the second cohort of Caucasian patients yielded 11 significantly enriched genes. Among them, AFP, DMRT3, MOV10, FYN and MYC were significant in both patient cohorts and hence were considered strong candidates for POI. Mouse and Drosophila comparative analysis evaluated a conserved role through the evolution of several candidates, and functional studies using a Drosophila model, when applicable, supported the conserved role of the MOV10 armitage and DMRT3 dmrt93B orthologues in female fertility.
The datasets for the Italian cohort generated during the current study are publicly available at ClinVar database (http://www.ncbi.nlm.nih.gov/clinvar/): accession numbers SCV001364312 to SCV001364375.
LIMITATIONS, REASONS FOR CAUTION: This is a targeted WES analysis hunting variants in candidate genes previously identified by different genomic approaches. For most of the investigated sporadic cases, we could not track the parental inheritance, due to unavailability of the parents' DNA samples; in addition, we might have overlooked additional rare variants in novel candidate POI genes extracted from the exome data. On the contrary, we might have considered some inherited variants whose clinical significance is uncertain and might not be causative for the patients' phenotype. Additionally, as regards the Drosophila model, it will be extremely important in the future to have more mutants or RNAi strains available for each candidate gene in order to validate their role in POI pathogenesis.
The genomic, statistical, comparative and functional approaches integrated in our study convincingly support the extremely heterogeneous oligogenic nature of POI, and confirm the maintenance across the evolution of some key genes safeguarding fertility and successful reproduction. Two principal classes of genes were identified: (i) genes primarily involved in meiosis, namely in synaptonemal complex formation, asymmetric division and oocyte maturation and (ii) genes safeguarding cell maintenance (piRNA and DNA repair pathways).
STUDY FUNDING/COMPETING INTEREST(S): This work was supported by Italian Ministry of Health grants 'Ricerca Corrente' (08C621_2016 and 08C924_2019) provided to IRCCS Istituto Auxologico Italiano, and by 'Piano Sostegno alla Ricerca' (PSR2020_FINELLI_LINEA_B) provided by the University of Milan; M.P.B. was supported by Telethon-Italy (grant number GG14181). There are no conflicts of interest.
在年轻时表现出原发性卵巢功能不全 (POI) 表型的女性队列中进行靶向全外显子组测序 (WES),结合拷贝数变异研究,能否鉴定候选基因中的变异体,证实其对卵巢功能的有害影响?
这种综合方法已被证明可有效鉴定新的候选基因,揭示 POI 发病机制中涉及的机制。
POI 是一种在 40 岁以下的女性中发生率为 1%的疾病,影响女性的生育能力,导致卵巢储备过早丧失。POI 的遗传原因高度异质,仍需要阐明几个有助于其明显的寡基因遗传模式的决定因素。
研究设计、规模、持续时间:对 41 名意大利非综合征性原发性和早发性闭经的年轻女性进行 WES 筛查,以寻找致病性变异体,然后在另外 60 名 POI 患者(包括 35 名法国女性和 25 名美国女性)中进行了复制,以揭示具有统计学意义的共享变异体。
参与者/材料、设置、方法:意大利 POI 患者的 DNA 通过靶向 WES 进行处理,其中包括在不同的生殖或卵巢过程中表达或发挥作用的 542 个 RefSeq 基因(例如 DNA 修复、减数分裂、卵子成熟、卵泡发生和绝经)。通过使用多个公开可用的数据集进行 Fisher 精确检验筛选和选择极罕见的变体。应用病例对照负担检验突出了最显著的基因,使用两个专门的女性对照队列。为了支持获得的数据,对 60 名高加索 POI 患者的新队列进行了鉴定基因的筛选,并进行了相同的病例对照分析。通过分析其卵巢表型中的同源基因,在小鼠和黑腹果蝇中对鉴定出的人类基因进行了比较分析,并对选定的两个基因进行了果蝇模型构建,以探索它们在生育能力中的作用。
应用于意大利队列中搜索极罕见致病性变异体的过滤步骤显示,在筛选出的 41 名女性中的 30 名中发现了 59 个基因中的 64 个验证性单核苷酸变异/插入缺失。负担分析突出了 13 个卵巢基因作为最丰富和最重要的基因。为了验证这些发现,对高加索患者的第二队列进行了过滤步骤和负担分析,得出了 11 个显著富集的基因。其中,AFP、DMRT3、MOV10、FYN 和 MYC 在两个患者队列中均显著,因此被认为是 POI 的强候选基因。通过对几个候选基因在进化过程中的比较分析,评估了小鼠和黑腹果蝇的保守作用,并且当适用时,使用果蝇模型进行的功能研究支持了 MOV10 armitage 和 DMRT3 dmrt93B 同源物在女性生育力中的保守作用。
本研究期间生成的意大利队列数据集可在 ClinVar 数据库中公开获取:SCV001364312 至 SCV001364375。
局限性、谨慎的原因:这是针对先前通过不同基因组方法鉴定的候选基因进行靶向 WES 分析的研究。对于大多数进行的散发性病例,由于无法获得父母的 DNA 样本,我们无法追踪父母的遗传情况;此外,我们可能忽略了从外显子数据中提取的新候选 POI 基因中的其他罕见变异体。相反,我们可能已经考虑了一些临床意义不确定且可能不是患者表型致病的遗传变异体。此外,关于果蝇模型,在未来,为每个候选基因获得更多的突变体或 RNAi 菌株将非常重要,以便验证它们在 POI 发病机制中的作用。
本研究中综合的基因组、统计、比较和功能方法令人信服地支持了 POI 极高的寡基因性质,并证实了一些关键基因在进化过程中的维持,这些基因对生育和成功繁殖至关重要。确定了两类主要的基因:(i)主要参与减数分裂的基因,即联会复合体形成、不对称分裂和卵子成熟,以及(ii)保障细胞维持的基因(piRNA 和 DNA 修复途径)。
研究资金/利益冲突:这项工作得到了意大利卫生部“研究持续”(08C621_2016 和 08C924_2019)和“支持研究”(PSR2020_FINELLI_LINEA_B)的支持,这些资金由意大利 Auxologico 综合研究所提供;M.P.B. 得到了 Telethon-Italy(赠款编号 GG14181)的支持。没有利益冲突。