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高危型宫颈上皮内瘤变的尿液差异蛋白质组学分析。

Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia.

机构信息

Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia.

Department of Gynaecology and Obstetrics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia.

出版信息

Int J Mol Sci. 2023 Jan 28;24(3):2531. doi: 10.3390/ijms24032531.

Abstract

Human papillomavirus (HPV)-associated lesions and malignancies exhibit alterations in the composition and functionality of the extracellular matrix (ECM) that represent the complex molecular pathways present between infection and disease. A total of 20 urine samples were used, including from 10 patients with cervical intraepithelial neoplasia grade 3 (CIN3) and 10 healthy controls to perform the label-free quantitative analysis using the nano-HPLC and ESI-MS ion trap mass analyzer and matrix-assisted laser desorption ionization-time-of-flight mass spectrometry (MALDI-TOF/MS) fast screening. Among 476 identified/quantified proteins, 48 were significantly changed (log-fold change ≥1.0 or ≤-1.0, -log10 (bbinominal, -value ≥ 1.3), of which were 40 proteins (down-regulated) and 8 proteins (up-regulated) in CIN3, in comparison to healthy controls. The biological function and key pathway enrichment of the gene set using gen set enrichment analysis (GSEA) were analyzed. The ECM-receptor interaction pathway (NES = -1.64, = 0.026) was down-regulated by 13 proteins (HSPG2, COL6A1, COL6A3, SPP1, THBS1, TNC, DAG1, FN1, COMP, GP6, VTN, SDC1, and CD44; log FC range from -0.03 to -1.48) for the CIN3 group in the KEGG database. The MALDI-TOF/MS screening showed the difference of protein profiles between the control and CIN3 groups, i.e., using the scatter plot with a well-separated shape, as well as effectively distinguishing both groups (control and CIN3) using genetic algorithms (GA) with cross-validation (51.56%) and recognition capability (95.0%). Decreased levels of ECM-receptor interaction proteins may cause disturbances in the interactions of cells with the ECM and play an important role in the development and progression of cervical cancer.

摘要

人乳头瘤病毒(HPV)相关病变和恶性肿瘤表现出细胞外基质(ECM)组成和功能的改变,这些改变代表了从感染到疾病的复杂分子途径。总共使用了 20 个尿液样本,包括 10 个宫颈上皮内瘤变 3 级(CIN3)患者和 10 个健康对照者,使用纳诺高效液相色谱和电喷雾串联质谱离子阱质谱分析仪和基质辅助激光解吸电离飞行时间质谱(MALDI-TOF/MS)快速筛选进行无标记定量分析。在鉴定/定量的 476 种蛋白质中,有 48 种蛋白质发生了显著变化(log 倍变化≥1.0 或≤-1.0,-log10(二项式,-值≥1.3),其中 40 种蛋白质(下调)和 8 种蛋白质(上调)在 CIN3 中与健康对照组相比。使用基因集富集分析(GSEA)对基因集的生物学功能和关键途径进行了富集分析。KEGG 数据库中,ECM-受体相互作用途径(NES=-1.64,=0.026)下调了 13 种蛋白质(HSPG2、COL6A1、COL6A3、SPP1、THBS1、TNC、DAG1、FN1、COMP、GP6、VTN、SDC1 和 CD44;log FC 范围从-0.03 到-1.48),与 CIN3 组相比。MALDI-TOF/MS 筛选显示了对照组和 CIN3 组之间蛋白质图谱的差异,即使用具有良好分离形状的散点图,以及使用遗传算法(GA)进行交叉验证(51.56%)和识别能力(95.0%)有效地区分两组(对照组和 CIN3)。ECM-受体相互作用蛋白水平的降低可能导致细胞与 ECM 相互作用的紊乱,并在宫颈癌的发生和发展中发挥重要作用。

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