Identification of Potential Salivary Biomarkers and Enriched Protein Domain/Motif Families for Early Detection and Lymph Node Invasion in OSCC Patients of the Indian Population

Oral squamous cell carcinoma (OSCC) is a major public health concern in India, ranking first in cancer-related mortality among men and fourth among women, causing about nine deaths per hour. Despite advances in clinical management, prognosis remains poor due to late-stage detection and a lack of reliable biomarkers for early diagnosis and disease monitoring. This study aimed to identify salivary biomarkers and enriched protein domain/motif families for early OSCC detection and progression assessment, including lymph node invasion, in the Indian population. Using diaPASEF-based comparative salivary proteomics, 45 saliva samples from healthy individuals, premalignant lesions (PM), and OSCC patients (with/without nodal invasion) were analyzed and validated through public data sets and targeted proteomics. A total of 1068 proteins were identified, with significant differential expression across disease stages. Enriched domain/motif families included ITIs, lipocalins, calcium-binding EF-hand motifs, SERine Proteinase Inhibitors (SERPINs), trypsin-like serine proteases, and annexin repeats. Functional enrichment revealed pathways related to endopeptidase regulation, wound healing, and calcium ion binding. Key multiclass biomarkers, NUCB2, ITIH4, ITIH2, RBP4, CALU, and SDF4, achieved area under the curve (AUC) > 0.7 in receiver operating characteristic (ROC) models across our data, The Cancer Genome Atlas (TCGA), and Clinical Proteomic Tumor Analysis Consortium (CPTAC), and were validated using parallel reaction monitoring (PRM). These findings highlight novel non-invasive salivary biomarkers with potential for early OSCC detection and lymph node invasion prediction.

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Journal
Journal of Proteome Research
Published
2025-09-18
DOI
https://doi.org/10.1021/acs.jproteome.5c00587
Primary Topic
Salivary Gland Tumors Diagnosis and Treatment
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article
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article

Identification of Potential Salivary Biomarkers and Enriched Protein Domain/Motif Families for Early Detection and Lymph Node Invasion in OSCC Patients of the Indian Population

Aarti Balasubramani, Richa Vaish, Seema Patil, Sudesh Roy et al.
Journal of Proteome Research
Salivary Gland Tumors Diagnosis and Treatment
article

Identification of Potential Salivary Biomarkers and Enriched Protein Domain/Motif Families for Early Detection and Lymph Node Invasion in OSCC Patients of the Indian Population

Aarti Balasubramani, Richa Vaish, Seema Patil, Sudesh Roy, Sudhir Vasudevan Nair, Avinash Singh, Sanjeeva Srivastava, Pratibha Sharma, Subhash Vasudeva, Shreya Shetty
article en

Abstract

Oral squamous cell carcinoma (OSCC) is a major public health concern in India, ranking first in cancer-related mortality among men and fourth among women, causing about nine deaths per hour. Despite advances in clinical management, prognosis remains poor due to late-stage detection and a lack of reliable biomarkers for early diagnosis and disease monitoring. This study aimed to identify salivary biomarkers and enriched protein domain/motif families for early OSCC detection and progression assessment, including lymph node invasion, in the Indian population. Using diaPASEF-based comparative salivary proteomics, 45 saliva samples from healthy individuals, premalignant lesions (PM), and OSCC patients (with/without nodal invasion) were analyzed and validated through public data sets and targeted proteomics. A total of 1068 proteins were identified, with significant differential expression across disease stages. Enriched domain/motif families included ITIs, lipocalins, calcium-binding EF-hand motifs, SERine Proteinase Inhibitors (SERPINs), trypsin-like serine proteases, and annexin repeats. Functional enrichment revealed pathways related to endopeptidase regulation, wound healing, and calcium ion binding. Key multiclass biomarkers, NUCB2, ITIH4, ITIH2, RBP4, CALU, and SDF4, achieved area under the curve (AUC) > 0.7 in receiver operating characteristic (ROC) models across our data, The Cancer Genome Atlas (TCGA), and Clinical Proteomic Tumor Analysis Consortium (CPTAC), and were validated using parallel reaction monitoring (PRM). These findings highlight novel non-invasive salivary biomarkers with potential for early OSCC detection and lymph node invasion prediction.

Journal of Proteome ResearchVol. 24(10)
Indian Institute of Technology Bombay (IN), Manipal Academy of Higher Education (IN), Tata Memorial Hospital (IN), D A Pandu Memorial RV Dental College and Hospital (IN), Advanced Centre for Treatment, Research and Education in Cancer (IN)
Openalex Percentile: Top 59%
Salivary Gland Tumors Diagnosis and Treatment
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