Citation: Miranda-Galvis, M.;
Carneiro Soares, C.; Moretto Carnielli,
C.; Ramalho Buttura, J.; Sales de Sá,
R.; Kaminagakura, E.; Marchi, F.A.;
Paes Leme, A.F.; Lópes Pinto, C.A.;
Santos-Silva, A.R.; et al. New Insights
into the Impact of Human
Papillomavirus on Oral Cancer in
Young Patients: Proteomic Approach
Reveals a Novel Role for S100A8.
Cells 2023, 12, 1323. https://doi.org/
10.3390/cells12091323
Academic Editor: Guohui Sun
Received: 8 March 2023
Revised: 29 April 2023
Accepted: 2 May 2023
Published: 5 May 2023
Copyright: © 2023 by the authors.
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/).
cells
Article
New Insights into the Impact of Human Papillomavirus on Oral
Cancer in Young Patients: Proteomic Approach Reveals a Novel
Role for S100A8
Marisol Miranda-Galvis
1,2
, Carolina Carneiro Soares
2,3
, Carolina Moretto Carnielli
4
,
Jaqueline Ramalho Buttura
5
, Raisa Sales de Sá
2
, Estela Kaminagakura
6
, Fabio Albuquerque Marchi
7,8
,
Adriana Franco Paes Leme
4
, Clóvis A. Lópes Pinto
9
, Alan Roger Santos-Silva
2
, Rogerio Moraes Castilho
1,10
,
Luiz Paulo Kowalski
11,12
and Cristiane Helena Squarize
1,10,
*
1
Laboratory of Epithelial Biology, Department of Periodontics and Oral Medicine, University of Michigan
School of Dentistry, Ann Arbor, MI 48109, USA; mgalvis@augusta.edu (M.M.-G.);
rcastilh@umich.edu (R.M.C.)
2
Oral Diagnosis Department, Piracicaba Dental School, University of Campinas (UNICAMP),
Piracicaba 13414-903, SP, Brazil; carol_ccsm@hotmail.com (C.C.S.); raisadesa@hotmail.com (R.S.d.S.);
alanroge@unicamp.br (A.R.S.-S.)
3
Department of Microbiology, Immune Biology, and Genetics, Center for Molecular Biology,
University of Vienna, 1030 Vienna, Austria
4
Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy and
Materials (CNPEM), Campinas 13083-970, SP, Brazil; carolina.carnielli@lnbio.cnpem.br (C.M.C.);
adriana.paesleme@lnbio.cnpem.br (A.F.P.L.)
5
Laboratory of Bioinformatics and Computational Biology, A.C.Camargo Cancer Center (CIPE),
São Paulo 01508-010, SP, Brazil; jaquelineramalho0@gmail.com
6
Department of Bioscience and Oral Diagnosis, Science and Technology Institute, University of São Paulo
State (UNESP), São José dos Campos 01049-010, SP, Brazil; estela.tango@unesp.br
7
Center for Translational Research in Oncology, Cancer Institute of the State of São Paulo (ICESP),
São Paulo 01246-000, SP, Brazil; fabio.marchi@hc.fm.usp.br
8
Comprehensive Center for Precision Oncology, University of São Paulo, São Paulo 05508-900, SP, Brazil
9
Department of Anatomic Pathology, A.C.Camargo Cancer Center, São Paulo 01509-001, SP, Brazil;
coipinto@uol.com.br
10
Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
11
Head and Neck Surgery Department, Medical School, University of São Paulo, São Paulo 05508-900, SP, Brazil;
lp_kowalski@uol.com.br
12
Department of Head and Neck Surgery and Otorhinolaryngology, A.C.Camargo Cancer Center,
São Paulo 01509-001, SP, Brazil
* Correspondence: csquariz@umich.edu
Abstract: Human papillomavirus (HPV) infection has recently been linked to a subset of cancers
affecting the oral cavity. However, the molecular mechanisms underlying HPV-driven oral squamous
cell carcinoma (OSCC) onset and progression are poorly understood. Methods: We performed
MS-based proteomics profiling based on HPV status in OSCC in young patients, following biological
characterization and cell assays to explore the proteome functional landscape. Results: Thirty-nine
proteins are differentially abundant between HPV (+) and HPV (−) OSCC. Among them, COPS3,
DYHC1, and S100A8 are unfavorable for tumor recurrence and survival, in contrast to A2M and
Serpine1, low levels of which show an association with better DFS. Remarkably, S100A8 is considered
an independent prognostic factor for lower survival rates, and at high levels, it alters tumor-associated
immune profiling, showing a lower proportion of M1 macrophages and dendritic cells. HPV (+) OSCC
also displayed the pathogen-associated patterns receptor that, when activated, triggered the S100A8
and NFκB inflammatory responses. Conclusion: HPV (+) OSCC has a peculiar microenvironment
pattern distinctive from HPV (−), involving the expression of pathogen-associated pattern receptors,
S100A8 overexpression, and NFκB activation and responses, which has important consequences in
prognosis and may guide therapeutic decisions.
Cells 2023, 12, 1323. https://doi.org/10.3390/cells12091323 https://www.mdpi.com/journal/cells