Global Salivary Proteomic Profiling of Individuals with the Co-Occurrence of Type 2 Diabetes Mellitus, Dyslipidemia, and Periodontitis

Human whole saliva contains informative proteins related to disease processes and is important for oral cavity homeostasis. The aim of this study was to investigate the global salivary proteomic profile, including functional enrichment analysis of individuals affected by combinations of poorly/well-controlled type 2 diabetes mellitus (T2DM), dyslipidemia (DL), and periodontitis (P) for the identification of potential disease biomarkers. Biochemical and periodontal evaluations were performed on 150 subjects divided into five groups according to disease combinations. Unstimulated saliva was collected, and proteomic analysis was performed using Liquid Chromatography Electrospray Ionization Tandem Mass Spectrometry (LC-ESI-MS/MS). Results were obtained by searching for the Homo sapiens database of the UniProt catalog using Proteome Discoverer 1.3. PANTHER GO-Slim (PANTHER version 19.0), and Cytoscape 3.10.1 (extensions Metascape) were used to access biological pathways. A total of 1762 proteins were identified in saliva samples. The proteomic profile of T2DM-DL-P groups (G1-poorly controlled T2DM; G2-well-controlled T2DM) were the most diverse and functionally enriched. In G1 and G3, the most abundant protein was TTN, with ENO-1 being highly enriched and associated with the aerobic glycolysis pathway and PFN1 associated with a pro-inflammatory environment. PFN1 was highly enriched in (G1) AKIRIN-2 (immune response), and in (G2) KMT2A (epigenetic regulation) and CALML3 (DNA metabolism and repair). For (G4), the highest abundant protein was RIMS-1, with VIRMA (cytoskeletal organization) being the most enriched. The global salivary proteomics analyses demonstrated significantly altered protein profiles in each group of different pathological combinations, providing new insights into their biology and identifying potential diagnostic and therapeutic candidates for these diseases of growing global concern.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2025-12-05
DOI
https://doi.org/10.3390/ijms262411778
Primary Topic
Oral microbiology and periodontitis research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Global Salivary Proteomic Profiling of Individuals with the Co-Occurrence of Type 2 Diabetes Mellitus, Dyslipidemia, and Periodontitis

Cristiane Ribeiro Salmon, Walter L. Siqueira, Alliny Souza Bastos, Diego Girotto Bussaneli et al.
International Journal of Molecular Sciences
Oral microbiology and periodontitis research
article

Global Salivary Proteomic Profiling of Individuals with the Co-Occurrence of Type 2 Diabetes Mellitus, Dyslipidemia, and Periodontitis

Cristiane Ribeiro Salmon, Walter L. Siqueira, Alliny Souza Bastos, Diego Girotto Bussaneli, François Isnaldo Dias Caldeira, Raquel Mantuaneli Scarel‐Caminaga, Sâmia Cruz Tfaile Corbi, Silvana Regina Perez Orrico
article en

Abstract

Human whole saliva contains informative proteins related to disease processes and is important for oral cavity homeostasis. The aim of this study was to investigate the global salivary proteomic profile, including functional enrichment analysis of individuals affected by combinations of poorly/well-controlled type 2 diabetes mellitus (T2DM), dyslipidemia (DL), and periodontitis (P) for the identification of potential disease biomarkers. Biochemical and periodontal evaluations were performed on 150 subjects divided into five groups according to disease combinations. Unstimulated saliva was collected, and proteomic analysis was performed using Liquid Chromatography Electrospray Ionization Tandem Mass Spectrometry (LC-ESI-MS/MS). Results were obtained by searching for the Homo sapiens database of the UniProt catalog using Proteome Discoverer 1.3. PANTHER GO-Slim (PANTHER version 19.0), and Cytoscape 3.10.1 (extensions Metascape) were used to access biological pathways. A total of 1762 proteins were identified in saliva samples. The proteomic profile of T2DM-DL-P groups (G1-poorly controlled T2DM; G2-well-controlled T2DM) were the most diverse and functionally enriched. In G1 and G3, the most abundant protein was TTN, with ENO-1 being highly enriched and associated with the aerobic glycolysis pathway and PFN1 associated with a pro-inflammatory environment. PFN1 was highly enriched in (G1) AKIRIN-2 (immune response), and in (G2) KMT2A (epigenetic regulation) and CALML3 (DNA metabolism and repair). For (G4), the highest abundant protein was RIMS-1, with VIRMA (cytoskeletal organization) being the most enriched. The global salivary proteomics analyses demonstrated significantly altered protein profiles in each group of different pathological combinations, providing new insights into their biology and identifying potential diagnostic and therapeutic candidates for these diseases of growing global concern.

International Journal of Molecular SciencesVol. 26(24)
University of Saskatchewan (CA), Universidade Paulista (BR), Centro Universitário de Araraquara (BR), Centro Universitário de Rio Preto (BR)
Saskatchewan Health Research Foundation, Fundação de Amparo à Pesquisa do Estado de São Paulo, Canadian Institutes of Health Research
Openalex Percentile: Top 55%
Oral microbiology and periodontitis research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.