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Integrated Bioinformatics and Structural Assessment Suggest Doxycycline as a Potential Candidate Targeting MMP7 in
Sanjukta Dasgupta1, Moupiya Ghosh2, Sukhendu Sadhukhan3,4
1Department of Biotechnology, Center for Multidisciplinary Research and Innovations, Brainware University, Kolkata, India.
Omics : a Journal of Integrative Biology
|May 27, 2026
Summary
This study identifies shared molecular pathways between lung cancer and systemic sclerosis-associated interstitial lung disease, revealing potential therapeutic targets and suggesting doxycycline as a candidate for drug repurposing.
Area of Science:
- Biomedical research
- Bioinformatics
- Translational medicine
Background:
- Lung cancer (LC) and systemic sclerosis-associated interstitial lung disease (SSc-ILD) are significant health concerns with high mortality.
- While shared molecular mechanisms are suspected, the genetic overlap between LC and SSc-ILD is not well understood.
Purpose of the Study:
- To identify common differentially expressed genes (DEGs) and regulatory networks linking LC and SSc-ILD using integrative bioinformatics.
- To explore potential therapeutic strategies by investigating shared molecular pathways and drug candidates.
Main Methods:
- Comparative transcriptomic analysis to identify shared DEGs between LC and SSc-ILD.
- Regulatory network analysis to pinpoint key microRNAs (miRNAs) and transcription factors.
- Pathway enrichment analysis to determine common biological pathways.
- Molecular docking and experimental validation for drug repurposing potential.
Main Results:
- Identified 72 shared DEGs, including 10 hub genes (e.g., MMP7, CXCL14, CXCR2).
- Revealed key regulatory miRNAs (hsa-miR-34a-5p, hsa-miR-126-3p, hsa-miR-335-5p) and transcription factors (FOS, JUN, NFKB1).
- Highlighted interleukin-10 signaling as a critical shared pathway involved in immune regulation and extracellular matrix remodeling.
- Doxycycline showed potential interaction with MMP7 and antibacterial activity.
Conclusions:
- The study provides preliminary insights into the shared molecular features of LC and SSc-ILD.
- Doxycycline is proposed as a potential repurposed drug candidate for these conditions, warranting further investigation.