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Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia
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 pati...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916937/ https://www.ncbi.nlm.nih.gov/pubmed/36768853 http://dx.doi.org/10.3390/ijms24032531 |
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author | Bober, Peter Tkáčiková, Soňa Talian, Ivan Urdzík, Peter Toporcerová, Silvia Sabo, Ján |
author_facet | Bober, Peter Tkáčiková, Soňa Talian, Ivan Urdzík, Peter Toporcerová, Silvia Sabo, Ján |
author_sort | Bober, Peter |
collection | PubMed |
description | 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(2)-fold change ≥1.0 or ≤−1.0, −log10 (bbinominal, p-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, p = 0.026) was down-regulated by 13 proteins (HSPG2, COL6A1, COL6A3, SPP1, THBS1, TNC, DAG1, FN1, COMP, GP6, VTN, SDC1, and CD44; log(2) 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. |
format | Online Article Text |
id | pubmed-9916937 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99169372023-02-11 Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia Bober, Peter Tkáčiková, Soňa Talian, Ivan Urdzík, Peter Toporcerová, Silvia Sabo, Ján Int J Mol Sci Article 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(2)-fold change ≥1.0 or ≤−1.0, −log10 (bbinominal, p-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, p = 0.026) was down-regulated by 13 proteins (HSPG2, COL6A1, COL6A3, SPP1, THBS1, TNC, DAG1, FN1, COMP, GP6, VTN, SDC1, and CD44; log(2) 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. MDPI 2023-01-28 /pmc/articles/PMC9916937/ /pubmed/36768853 http://dx.doi.org/10.3390/ijms24032531 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bober, Peter Tkáčiková, Soňa Talian, Ivan Urdzík, Peter Toporcerová, Silvia Sabo, Ján Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title | Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title_full | Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title_fullStr | Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title_full_unstemmed | Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title_short | Differential Urinary Proteomic Analysis of High-Risk Cervical Intraepithelial Neoplasia |
title_sort | differential urinary proteomic analysis of high-risk cervical intraepithelial neoplasia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916937/ https://www.ncbi.nlm.nih.gov/pubmed/36768853 http://dx.doi.org/10.3390/ijms24032531 |
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