# Salivary Biomarkers as Prognostic Tools in Oral Squamous Cell Carcinoma: A Systematic Review of Survival and Progression Outcomes

**Authors:** Matteo Pellegrini, Maurizio Pascadopoli, Mario Romolo Faretta, Alessandro Nobili, Carlos Pérez-Albacete Martínez, Francesco Spadari, Andrea Scribante

PMC · DOI: 10.3390/dj13100479 · 2025-10-17

## TL;DR

This study reviews salivary biomarkers for predicting outcomes in oral cancer patients, finding several promising candidates that could improve non-invasive prognosis.

## Contribution

The study systematically identifies and evaluates salivary biomarkers with prognostic value for oral squamous cell carcinoma.

## Key findings

- miR-423-5p is independently associated with shorter disease-free survival in OSCC patients.
- AKR1B10 levels above 646 pg/mL predict worse overall survival in OSCC patients.
- 3-methylhistidine is validated as a metabolomic marker of reduced overall survival.

## Abstract

Background/Objectives: Oral squamous cell carcinoma (OSCC) remains associated with poor survival, and conventional prognostic indicators such as TNM staging provide limited accuracy. Saliva has emerged as a promising liquid biopsy, but evidence regarding its prognostic role is limited. This review systematically assessed salivary proteomic, transcriptomic, and metabolomic biomarkers with prognostic value for survival and disease progression in OSCC patients. Methods: A systematic literature search was performed across PubMed, Scopus, Web of Science, Embase, and Cochrane Library up to 7 June 2025, following PRISMA 2020 and JBI guidelines. Human studies evaluating associations between salivary biomarkers and prognosis in OSCC were included. Risk of bias was assessed with the QUIPS tool. The review protocol was registered on PROSPERO (CRD42024535737). Results: Fifteen studies were included, involving 872 OSCC patients and 548 healthy controls. Biomarkers were identified using proteomic (n = 9), transcriptomic (n = 4), and metabolomic (n = 2) approaches. Among the most promising, miR-423-5p was independently associated with shorter disease-free survival (DFS), AKR1B10 levels above 646 pg/mL predicted worse overall survival (OS), and 3-methylhistidine was validated as a metabolomic marker of reduced OS. Additionally, miR-1307-5p correlated with nodal metastasis and chemoresistance, Cyfra 21-1 with recurrence and grade, and a low apoptotic/non-apoptotic salivary microvesicle ratio with poorer outcomes. However, heterogeneity in methods, small sample sizes, and lack of external validation limit clinical applicability. Conclusions: Salivary biomarkers show potential as non-invasive tools for prognostic stratification in OSCC. Among the identified candidates, miR-423-5p, AKR1B10, and 3-methylhistidine provide the most robust evidence. Future multicenter, longitudinal studies with standardized protocols and validation are essential.

## Linked entities

- **Proteins:** AKR1B10 (aldo-keto reductase family 1 member B10)
- **Chemicals:** 3-methylhistidine (PubChem CID 64969)
- **Diseases:** oral squamous cell carcinoma (MONDO:0004958)

## Full-text entities

- **Genes:** AKR1B10 (aldo-keto reductase family 1 member B10) [NCBI Gene 57016] {aka AKR1B11, AKR1B12, ALDRLn, ARL-1, ARL1, HIS}, TENM1 (teneurin transmembrane protein 1) [NCBI Gene 10178] {aka ODZ1, ODZ3, TEN-M1, TEN1, TNM, TNM1}
- **Diseases:** OSCC (MESH:D000077195), nodal metastasis (MESH:D009362)
- **Chemicals:** 3-methylhistidine (MESH:C028118)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12563148/full.md

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Source: https://tomesphere.com/paper/PMC12563148