4D DIA-PRM proteomic study identifying modulated pathways and biomarkers associated with pelvic organ prolapse

IF 2.8 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Wei Deng , Zhifeng Zhong , Yuehong Tong , Jun Liu , Xiaofen Wang , Lili Xu , Yufeng Li , Xiaodan Chen , Qingfeng Wei , Jun Rao
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引用次数: 0

Abstract

Pelvic organ prolapse (POP) is a highly disabling condition that negatively affects the quality of life of millions of women worldwide. However, the underlying mechanisms associated with the development and progression of the disease remain poorly understood. Here, an untargeted four-dimensional data-independent acquisition (4D DIA)-based proteomics approach was applied to vaginal wall tissue samples from POP (n = 19) and control (n = 8) patients to identify potential diagnostic biomarker(s) for POP and examine the molecular mechanisms underlying the disease. Of the 5713 tissue proteins that were detected, 1957 proteins were significantly changed in POP patients. Further bioinformatics analysis revealed that multiple biological processes including protein digestion & absorption, retrograde endocannabinoid signaling, tyrosine metabolism, and nucleotide metabolism were significantly enriched and associated with the pathogenesis of POP. Interestingly, 16 of these differentially expressed proteins associated with four pathways were also identified by targeted parallel reaction monitoring (PRM) proteomics analysis on the same 27 tissue samples. Changes in 94 % (15/16) of these proteins were consistent with the 4D DIA data. Furthermore, most proteins displayed good diagnostic accuracy with high area under the curve (AUC) values (AUC>0.8). Specifically, five proteins including ELN, COL6A2, ENTPD1, AOC3, and COX7A2 distinguished between POP and control patients with very high accuracy (AUC ≥ 0.95) in both 4D DIA and PRM analyses, and may therefore be potential diagnostic biomarkers for POP. In summary, the present study not only provided several potential biomarker(s) for effective POP diagnosis, but extended our knowledge of the key regulatory pathways associated with the disease.

4D DIA-PRM蛋白质组学研究,确定与盆腔器官脱垂相关的调节途径和生物标志物。
盆腔器官脱垂是一种高度致残的疾病,对全世界数百万妇女的生活质量产生了负面影响。然而,与疾病发展和进展相关的潜在机制仍知之甚少。在此,将基于非靶向四维数据独立获取(4D DIA)的蛋白质组学方法应用于POP(n=19)和对照(n=8)患者的阴道壁组织样本,以确定POP的潜在诊断生物标志物,并检查疾病的分子机制。在检测到的5713种组织蛋白中,1957种蛋白在POP患者中发生了显著变化。进一步的生物信息学分析表明,蛋白质消化吸收、内源性大麻素逆行信号传导、酪氨酸代谢和核苷酸代谢等多种生物学过程显著富集,并与POP的发病机制相关。有趣的是,通过对相同的27个组织样本进行靶向平行反应监测(PRM)蛋白质组学分析,还鉴定了与四种途径相关的16种差异表达蛋白。这些蛋白质中94%(15/16)的变化与4D DIA数据一致。此外,大多数蛋白质显示出良好的诊断准确性,曲线下面积(AUC)值较高(AUC>0.8)。具体而言,包括ELN、COL6A2、ENTPD1、AOC3和COX7A2在内的五种蛋白质在4D DIA和PRM分析中以非常高的准确性(AUC≥0.95)区分POP和对照患者,因此可能是POP的潜在诊断生物标志物。总之,本研究不仅为有效诊断POP提供了几种潜在的生物标志物,而且扩展了我们对与该疾病相关的关键调控途径的了解。
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来源期刊
Journal of Chromatography B
Journal of Chromatography B 医学-分析化学
CiteScore
5.60
自引率
3.30%
发文量
306
审稿时长
44 days
期刊介绍: The Journal of Chromatography B publishes papers on developments in separation science relevant to biology and biomedical research including both fundamental advances and applications. Analytical techniques which may be considered include the various facets of chromatography, electrophoresis and related methods, affinity and immunoaffinity-based methodologies, hyphenated and other multi-dimensional techniques, and microanalytical approaches. The journal also considers articles reporting developments in sample preparation, detection techniques including mass spectrometry, and data handling and analysis. Developments related to preparative separations for the isolation and purification of components of biological systems may be published, including chromatographic and electrophoretic methods, affinity separations, field flow fractionation and other preparative approaches. Applications to the analysis of biological systems and samples will be considered when the analytical science contains a significant element of novelty, e.g. a new approach to the separation of a compound, novel combination of analytical techniques, or significantly improved analytical performance.
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