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Mining Spatial Transcriptomics Datasets using DeepSpaceDB
Published on: September 5, 2025
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Using Spatial Transcriptomics to Identify a Diagnostic Molecular Signature Associated with Reversible Dental Pulpitis
Samer Helal Zaky1, Dhivyaa Rajasundaram2, Alyssa Lu Lee2
1University of Pittsburgh School of Dental Medicine.
Research Square
|February 6, 2026
Summary
This study reveals distinct molecular signatures in dental pulpitis, suggesting healing potential even in severe cases. Findings support improved diagnostics for vital pulp therapy, moving beyond simple reversible/irreversible classifications.
Area of Science:
- Endodontics
- Molecular Biology
- Dental Research
Background:
- Current endodontic diagnostics rely on subjective measures, often misclassifying pulp inflammation.
- This leads to unnecessary tooth devitalization and missed opportunities for conservative treatment.
- Understanding pulp biology is crucial for accurate diagnosis and maintaining tooth vitality.
Purpose of the Study:
- To investigate transcriptomic profiles of dental pulpitis.
- To identify distinct inflammation subtypes beyond reversible/irreversible classifications.
- To refine diagnostic approaches for pulpitis and improve case selection for vital pulp therapy.
Main Methods:
- Spatial transcriptomics (Visium-CytAssist-V2) analyzed four dental pulp tissues.
- Cell deconvolution and differential gene expression identified transcriptomic signatures.
- Analysis focused on healthy pulp, reversible pulpitis, and irreversible pulpitis, particularly coronal regions near caries.
Main Results:
- Irreversible pulpitis shared molecular features with reversible pulpitis, including immune-fibroblast ratios and neuroinflammation pathways.
- Upregulated genes in irreversible pulpitis suggest immune signaling, cell migration, and tissue repair.
- Specific gene expression patterns (e.g., increased PTN, CXCL14; decreased ENG, SELE) may indicate residual healing potential.
Conclusions:
- A distinct transcriptomic profile associated with pulp healing was identified.
- Findings support a nuanced diagnostic approach focusing on immune-fibroblast dynamics.
- This research has implications for enhancing pulp preservation via vital pulp therapy.
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