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通过自上而下的蛋白质组学对鱼精蛋白进行表征:利用DBSCAN增强蛋白质变体鉴定

Protamine Characterization by Top-Down Proteomics: Boosting Proteoform Identification with DBSCAN.

作者信息

Arauz-Garofalo Gianluca, Jodar Meritxell, Vilanova Mar, de la Iglesia Rodriguez Alberto, Castillo Judit, Soler-Ventura Ada, Oliva Rafael, Vilaseca Marta, Gay Marina

机构信息

Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028 Barcelona, Spain.

Molecular Biology of Reproduction and Development Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica (FCRB), Faculty of Medicine and Health Sciences, University of Barcelona, 08036 Barcelona, Spain.

出版信息

Proteomes. 2021 Apr 30;9(2):21. doi: 10.3390/proteomes9020021.

Abstract

Protamines replace histones as the main nuclear protein in the sperm cells of many species and play a crucial role in compacting the paternal genome. Human spermatozoa contain protamine 1 (P1) and the family of protamine 2 (P2) proteins. Alterations in protamine PTMs or the P1/P2 ratio may be associated with male infertility. Top-down proteomics enables large-scale analysis of intact proteoforms derived from alternative splicing, missense or nonsense genetic variants or PTMs. In contrast to current gold standard techniques, top-down proteomics permits a more in-depth analysis of protamine PTMs and proteoforms, thereby opening up new perspectives to unravel their impact on male fertility. We report on the analysis of two normozoospermic semen samples by top-down proteomics. We discuss the difficulties encountered with the data analysis and propose solutions as this step is one of the current bottlenecks in top-down proteomics with the bioinformatics tools currently available. Our strategy for the data analysis combines two software packages, ProSight PD (PS) and TopPIC suite (TP), with a clustering algorithm to decipher protamine proteoforms. We identified up to 32 protamine proteoforms at different levels of characterization. This in-depth analysis of the protamine proteoform landscape of normozoospermic individuals represents the first step towards the future study of sperm pathological conditions opening up the potential personalized diagnosis of male infertility.

摘要

在许多物种的精子细胞中,鱼精蛋白取代组蛋白成为主要的核蛋白,并在压缩父本基因组方面发挥关键作用。人类精子含有鱼精蛋白1(P1)和鱼精蛋白2(P2)蛋白家族。鱼精蛋白的翻译后修饰(PTM)或P1/P2比例的改变可能与男性不育有关。自上而下的蛋白质组学能够对源自可变剪接、错义或无义遗传变异或PTM的完整蛋白质异构体进行大规模分析。与当前的金标准技术相比,自上而下的蛋白质组学允许对鱼精蛋白的PTM和蛋白质异构体进行更深入的分析,从而为揭示它们对男性生育能力的影响开辟了新的视角。我们报告了通过自上而下的蛋白质组学对两份正常精子精液样本的分析。我们讨论了数据分析中遇到的困难,并提出了解决方案,因为这一步骤是当前可用生物信息学工具在自上而下蛋白质组学中的瓶颈之一。我们的数据分析策略结合了两个软件包,ProSight PD(PS)和TopPIC套件(TP),以及一种聚类算法来解析鱼精蛋白的蛋白质异构体。我们在不同的表征水平上鉴定出多达32种鱼精蛋白蛋白质异构体。对正常精子个体的鱼精蛋白蛋白质异构体图谱的深入分析代表了未来研究精子病理状况的第一步,为男性不育的潜在个性化诊断开辟了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13aa/8162566/500d36db39c3/proteomes-09-00021-g001.jpg

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