Integrative systems biology framework discovers common gene regulatory signatures in mechanistically distinct inflammatory skin diseases

More than 20% of the population across the world is affected by non-communicable inflammatory skin diseases including psoriasis, atopic dermatitis, hidradenitis suppurativa, rosacea, etc. Many of these chronic diseases are painful and debilitating with limited effective therapeutic interventions. This study aims to identify common regulatory pathways and master regulators that regulate the molecular pathogenesis of inflammatory skin diseases. We designed an integrative systems biology framework to identify the significant regulators across several diseases. Network analytics unraveled 55 high-value proteins as significant regulators in molecular pathogenesis which can serve as putative drug targets for more effective treatments. We identified IKZF1 as a shared master regulator in hidradenitis suppurativa, atopic dermatitis, and rosacea with known disease-derived molecules for developing efficacious combinatorial treatments for these diseases. The proposed framework is very modular and indicates a significant path of molecular mechanism-based drug development from complex transcriptomics data and other multi-omics data.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2025-02-27
DOI
https://doi.org/10.1038/s41540-025-00498-x
Citations
6
Primary Topic
Monoclonal and Polyclonal Antibodies Research
Type
article
Field-Weighted Citation Impact
8.16

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article

Integrative systems biology framework discovers common gene regulatory signatures in mechanistically distinct inflammatory skin diseases

Bharat Mishra, M. Shahid Mukhtar, Zhengzhi Tan, Yifei Gou et al.
6 citations
npj Systems Biology and Applications
Monoclonal and Polyclonal Antibodies Research
8.16
article

Integrative systems biology framework discovers common gene regulatory signatures in mechanistically distinct inflammatory skin diseases

Bharat Mishra, M. Shahid Mukhtar, Zhengzhi Tan, Yifei Gou, Mohammad Athar, Yiqing Wang, Guoyu Hu
article en
6 citations

Abstract

More than 20% of the population across the world is affected by non-communicable inflammatory skin diseases including psoriasis, atopic dermatitis, hidradenitis suppurativa, rosacea, etc. Many of these chronic diseases are painful and debilitating with limited effective therapeutic interventions. This study aims to identify common regulatory pathways and master regulators that regulate the molecular pathogenesis of inflammatory skin diseases. We designed an integrative systems biology framework to identify the significant regulators across several diseases. Network analytics unraveled 55 high-value proteins as significant regulators in molecular pathogenesis which can serve as putative drug targets for more effective treatments. We identified IKZF1 as a shared master regulator in hidradenitis suppurativa, atopic dermatitis, and rosacea with known disease-derived molecules for developing efficacious combinatorial treatments for these diseases. The proposed framework is very modular and indicates a significant path of molecular mechanism-based drug development from complex transcriptomics data and other multi-omics data.

npj Systems Biology and ApplicationsVol. 11(1)
University of Notre Dame (US), University of Alabama at Birmingham Hospital (US), University of Alabama at Birmingham (US), Clemson University (US)
Directorate for Biological Sciences, National Institute of Environmental Health Sciences
Zero hunger
Openalex Percentile: Top 3%
Monoclonal and Polyclonal Antibodies Research
8.16
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