# Whole Transcriptomic Analysis Identifies Candidate Biomarkers from Saliva of Temporomandibular Joint Osteoarthritis Patients

**Authors:** Nawal Alketbi, Alaa Muayad Altaie, Reem Sami Alhamidi, Ayesha Yusuf Phansupkar, Alaa Mohamed Hamad, Mohamed Haider, Rania Harati, Kathrin Kalies, Wael Talaat, Rifat Hamoudi

PMC · DOI: 10.3390/ijms27062727 · International Journal of Molecular Sciences · 2026-03-17

## TL;DR

This study identifies potential salivary biomarkers for temporomandibular joint osteoarthritis, offering new insights into its disease mechanisms and diagnostic possibilities.

## Contribution

The study proposes four candidate salivary genes as potential biomarkers for TMJOA through transcriptomic analysis and validation.

## Key findings

- RNA sequencing identified 743 overlapping differentially expressed genes between TMJOA patients and controls.
- CRIP1, PPA1, TARS1, and GCLC were validated as elevated in TMJOA patient saliva samples.
- Immune-related, metabolic, and osteoclast-related pathways were highlighted as key in TMJOA pathophysiology.

## Abstract

Temporomandibular joint osteoarthritis (TMJOA) is a degenerative disease characterized by progressive cartilage degeneration and subchondral bone remodeling, resulting in chronic pain and functional impairment. Although conservative treatments such as physical therapy and non-steroidal anti-inflammatory drugs (NSAIDs) are commonly used, their effectiveness is limited due to the poorly understood pathophysiology of TMJOA. Identifying reliable molecular biomarkers is essential to improving early diagnosis and guiding therapeutic development. This proof-of-concept study aims to identify candidate salivary biomarkers for TMJOA using an integrative approach combining clinical validation with in silico analysis. RNA sequencing was performed on saliva samples from TMJOA patients and healthy controls. In parallel, publicly available transcriptomic dataset GSE205389 was analyzed to identify differentially expressed genes (DEGs). DEGs were validated using qRT-PCR. Gene set enrichment analysis (GSEA) and Metascape were used to explore biological pathways associated with TMJOA. Integration of clinical and in silico RNA sequencing datasets identified 2758 and 3548 DEGs, respectively, with 743 overlapping genes. Pathway enrichment analyses highlighted immune-related, metabolic and osteoclast-related pathways. Four genes, CRIP1, PPA1 and TARS1 (statistically significant) and GCLC (non-significant trend), were validated by qRT-PCR in the clinical saliva samples, confirming elevated expression in TMJOA patients. Validation of the in silico dataset showed an upregulation of PTK2B, ABL1, TNF and IL-1B, supporting their relevance as salivary biomarkers in TMJOA. This exploratory study identifies four candidate salivary genes, CRIP1, PPA1, TARS1 and GCLC, as candidate salivary biomarkers for TMJOA, offering insights into disease mechanisms. Larger studies are needed to validate these findings and assess their clinical utility.

## Linked entities

- **Genes:** CRIP1 (cysteine rich protein 1) [NCBI Gene 1396], PPA1 (inorganic pyrophosphatase 1) [NCBI Gene 5464], TARS1 (threonyl-tRNA synthetase 1) [NCBI Gene 6897], GCLC (glutamate-cysteine ligase catalytic subunit) [NCBI Gene 2729], PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185], ABL1 (ABL proto-oncogene 1, non-receptor tyrosine kinase) [NCBI Gene 25], TNF (tumor necrosis factor) [NCBI Gene 7124], IL1B (interleukin 1 beta) [NCBI Gene 3553]

## Full-text entities

- **Genes:** PPA1 (inorganic pyrophosphatase 1) [NCBI Gene 5464] {aka HEL-S-66p, IOPPP, PP, PP1, SID6-8061}, ABL1 (ABL proto-oncogene 1, non-receptor tyrosine kinase) [NCBI Gene 25] {aka ABL, BCR-ABL, CHDSKM, JTK7, bcr/abl, c-ABL}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CRIP1 (cysteine rich protein 1) [NCBI Gene 1396] {aka CRHP, CRIP, CRP-1, CRP1}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, GCLC (glutamate-cysteine ligase catalytic subunit) [NCBI Gene 2729] {aka CNSHA7, GCL, GCS, GLCL, GLCLC}
- **Diseases:** TMJOA (MESH:D013706), cartilage degeneration (MESH:D002357), chronic pain (MESH:D059350), degenerative disease (MESH:D019636)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13026090/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC13026090/full.md

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Source: https://tomesphere.com/paper/PMC13026090