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Article

Molecular Insights from Differential Proteomic Profiling of Premalignant Cervical Lesions and Cervical Cancer

by
Diana Laura Gonzalez-Tolentino
1,†,
Olga Lilia Garibay-Cerdenares
1,2,†,
Sergio Encarnación-Guevara
3,
Ángel Gabriel Martínez-Batallar
3,
Ramiro Alonso-Bastida
3,
Jeovanis Gil
4,
Jorge Organista-Nava
1,
Luz del Carmen Alarcón-Romero
5,
Marco Antonio Leyva-Vázquez
1,* and
Berenice Illades-Aguiar
1,*
1
Laboratorio de Biomedicina Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Chilpancingo 39090, Guerrero, Mexico
2
Secretaria de Ciencia, Humanidades, Tecnología e Innovación, Investigadores por México, Laboratorio de Biomedicina Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Chilpancingo 39090, Guerrero, Mexico
3
Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca 62210, Morelos, Mexico
4
Section for Clinical Chemistry, Department of Translational Medicine, Lund University, 22242 Lund, Sweden
5
Laboratorio de Investigación en Citopatología e Histoquímica, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Chilpancingo 39090, Guerrero, Mexico
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Pathogens 2026, 15(8), 793; https://doi.org/10.3390/pathogens15080793
Submission received: 6 June 2026 / Revised: 16 July 2026 / Accepted: 24 July 2026 / Published: 26 July 2026
(This article belongs to the Special Issue Recent Advances in Human Papillomavirus Research)

Abstract

Cervical cancer (CC) affects women worldwide, and more than 95% of cases are caused by persistent infection with high-risk human papillomavirus (HR-HPV), such as type 16, which promotes the progression of precancerous lesions to cancer. This study aimed to identify differentially expressed proteins (DEPs) in biopsies from patients with HPV16+ low-grade squamous intraepithelial lesions (LSILs) and from patients with HPV16+ squamous cell carcinoma (SCC) compared with those from HPV-negative normal cervical tissue (NCT HPV−) controls. The samples were analyzed by high-performance liquid chromatography–tandem mass spectrometry (HPLC-MS/MS) using a data-independent acquisition (DIA) approach. Data processing and differential protein expression analysis were performed with the DIA-NN software (Data-Independent Acquisition Neural Networks), followed by bioinformatics analyses, including Venn diagrams, pathway enrichment, functional interactome, The Cancer Genome Atlas (TCGA)-SCC data integration, and Western blot detection. In total, 1607 DEPs associated with cell adhesion and extracellular matrix proteins were identified in LSILs, whereas 1516 DEPs associated with catalytic and transport activities were identified in SCC; the proteins overexpressed in LSILs (332) were enriched in processes such as metabolism, immune response activation, and stress and cell death responses. In contrast, proteins overexpressed in SCC (205) were associated with the cell cycle, DNA damage, drug metabolism, proteasome degradation, methylation, and immune response. Interaction analyses highlighted proteins related to early proteins 1,5,6 and 7 (E1, E5, E6, and E7). In terms of the two DEPs, S100 calcium binding protein A10 (S100A10/p11) and thymidine phosphorylase (TYMP) were detected in patients with LSIL, HSIL, and SCC at the protein level, consistent with their higher transcript levels in public datasets. Given the small, exploratory cohort, these findings are hypothesis-generating, and validation in a larger, balanced, independent cohort is required. In conclusion, this study identified DEPs associated with the progression of premalignant lesions to SCC that may represent candidate biomarkers and therapeutic targets warranting further investigation.
Keywords: LSIL; SCC; HPV16; proteomic; S100A10 and TYMP LSIL; SCC; HPV16; proteomic; S100A10 and TYMP
Graphical Abstract

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MDPI and ACS Style

Gonzalez-Tolentino, D.L.; Garibay-Cerdenares, O.L.; Encarnación-Guevara, S.; Martínez-Batallar, Á.G.; Alonso-Bastida, R.; Gil, J.; Organista-Nava, J.; Alarcón-Romero, L.d.C.; Leyva-Vázquez, M.A.; Illades-Aguiar, B. Molecular Insights from Differential Proteomic Profiling of Premalignant Cervical Lesions and Cervical Cancer. Pathogens 2026, 15, 793. https://doi.org/10.3390/pathogens15080793

AMA Style

Gonzalez-Tolentino DL, Garibay-Cerdenares OL, Encarnación-Guevara S, Martínez-Batallar ÁG, Alonso-Bastida R, Gil J, Organista-Nava J, Alarcón-Romero LdC, Leyva-Vázquez MA, Illades-Aguiar B. Molecular Insights from Differential Proteomic Profiling of Premalignant Cervical Lesions and Cervical Cancer. Pathogens. 2026; 15(8):793. https://doi.org/10.3390/pathogens15080793

Chicago/Turabian Style

Gonzalez-Tolentino, Diana Laura, Olga Lilia Garibay-Cerdenares, Sergio Encarnación-Guevara, Ángel Gabriel Martínez-Batallar, Ramiro Alonso-Bastida, Jeovanis Gil, Jorge Organista-Nava, Luz del Carmen Alarcón-Romero, Marco Antonio Leyva-Vázquez, and Berenice Illades-Aguiar. 2026. "Molecular Insights from Differential Proteomic Profiling of Premalignant Cervical Lesions and Cervical Cancer" Pathogens 15, no. 8: 793. https://doi.org/10.3390/pathogens15080793

APA Style

Gonzalez-Tolentino, D. L., Garibay-Cerdenares, O. L., Encarnación-Guevara, S., Martínez-Batallar, Á. G., Alonso-Bastida, R., Gil, J., Organista-Nava, J., Alarcón-Romero, L. d. C., Leyva-Vázquez, M. A., & Illades-Aguiar, B. (2026). Molecular Insights from Differential Proteomic Profiling of Premalignant Cervical Lesions and Cervical Cancer. Pathogens, 15(8), 793. https://doi.org/10.3390/pathogens15080793

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