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比较人类 FFPE 睾丸组织的蛋白质组学分析揭示了新的候选生物标志物,可用于区分无精子症的类型和亚型。

Comparative proteomics analysis of human FFPE testicular tissues reveals new candidate biomarkers for distinction among azoospermia types and subtypes.

机构信息

Research Centre for Genetic Engineering and Biotechnology "Georgi D Efremov", Macedonian Academy of Sciences and Arts, 1000 Skopje, North Macedonia.

Research Centre for Genetic Engineering and Biotechnology "Georgi D Efremov", Macedonian Academy of Sciences and Arts, 1000 Skopje, North Macedonia.

出版信息

J Proteomics. 2022 Sep 15;267:104686. doi: 10.1016/j.jprot.2022.104686. Epub 2022 Jul 30.

Abstract

Understanding molecular mechanisms that underpin azoospermia and discovery of biomarkers that could enable reliable, non-invasive diagnosis are highly needed. Using label-free data-independent LC-MS/MS acquisition coupled with ion mobility, we compared the FFPE testicular proteome of patients with obstructive (OA) and non-obstructive azoospermia (NOA) subtypes hypospermatogenesis (Hyp) and Sertoli cell-only syndrome (SCO). Out of 2044 proteins identified based on ≥2 peptides, 61 proteins had the power to quantitatively discriminate OA from NOA and 30 to quantitatively discriminate SCO from Hyp and OA. Among these, H1-6, RANBP1 and TKTL2 showed superior potential for quantitative discrimination among OA, Hyp and SCO. Integrin signaling pathway, adherens junction, planar cell polarity/convergent extension pathway and Dectin-1 mediated noncanonical NF-kB signaling were significantly associated with the proteins that could discriminate OA from NOA. Comparison with 2 transcriptome datasets revealed 278 and 55 co-differentially expressed proteins/genes with statistically significant positive correlation. Gene expression analysis by qPCR of 6 genes (H1-6, RANBP1, TKTL2, TKTL1, H2BC1, and ACTL7B) with the highest discriminatory power on protein level and the same regulation trend with transcriptomic datasets, confirmed the proteomics results. In summary, our results suggest some underlying pathways in azoospermia and broaden the range of potential novel candidates for diagnosis. SIGNIFICANCE: Using a comparative proteomics approach on testicular tissue we have identified several pathways associated with azoospermia and a number of testis-specific and germ cell-specific proteins that have the potential to pinpoint the type of spermatogenesis failure. Furthermore, comparison with transcriptomics datasets based on genome-wide gene expression analyses of human testis specimens from azoospermia patients identified proteins that could discriminate between obstructive and non-obstructive azoospermia subtypes on both protein and mRNA levels. Up to our knowledge, this is the first integrated comparative analysis of proteomics and transcriptomics data from testicular tissues. We believe that the data from our study contributes significantly to increase the knowledge of molecular mechanisms of azoospermia and pave the way for new investigations in regards to non-invasive diagnosis.

摘要

了解支持无精子症的分子机制和发现能够实现可靠、非侵入性诊断的生物标志物是非常需要的。我们使用无标签的数据独立 LC-MS/MS 采集方法结合离子淌度,比较了梗阻性(OA)和非梗阻性无精子症(NOA)亚型低精子发生(Hyp)和唯支持细胞综合征(SCO)患者的 FFPE 睾丸蛋白质组。在基于≥2 个肽段鉴定的 2044 种蛋白质中,有 61 种蛋白质具有区分 OA 和 NOA 的能力,30 种蛋白质具有区分 SCO 和 Hyp 和 OA 的能力。其中,H1-6、RANBP1 和 TKTL2 表现出定量区分 OA、Hyp 和 SCO 的优异潜力。整合素信号通路、黏着连接、平面细胞极性/汇聚延伸通路和 Dectin-1 介导的非经典 NF-kB 信号通路与能够区分 OA 和 NOA 的蛋白质显著相关。与 2 个转录组数据集的比较显示,有 278 个和 55 个共同差异表达的蛋白质/基因与统计学上显著的正相关。对蛋白质水平上具有最高区分能力的 6 个基因(H1-6、RANBP1、TKTL2、TKTL1、H2BC1 和 ACTL7B)进行 qPCR 基因表达分析,与转录组数据集的相同调节趋势一致,证实了蛋白质组学结果。总之,我们的研究结果表明无精子症的一些潜在途径,并扩大了潜在的新型诊断候选物的范围。意义:使用睾丸组织的比较蛋白质组学方法,我们鉴定了一些与无精子症相关的途径,以及一些睾丸特异性和生殖细胞特异性蛋白质,这些蛋白质有可能确定生精失败的类型。此外,与基于无精子症患者睾丸标本全基因组基因表达分析的转录组数据集的比较,确定了在蛋白质和 mRNA 水平上区分梗阻性和非梗阻性无精子症亚型的蛋白质。据我们所知,这是首次对睾丸组织的蛋白质组学和转录组学数据进行综合比较分析。我们相信,我们的研究数据极大地增加了对无精子症分子机制的认识,并为非侵入性诊断的新研究铺平了道路。

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