Mishra Bharat, Gou Yifei, Tan Zhengzhi, Wang Yiqing, Hu Getian, Athar Mohammad, Mukhtar M Shahid
Department of Biology, The University of Alabama at Birmingham, Birmingham, AL, USA.
Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
NPJ Syst Biol Appl. 2025 Feb 27;11(1):21. doi: 10.1038/s41540-025-00498-x.
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.
全球超过20%的人口受到包括银屑病、特应性皮炎、化脓性汗腺炎、酒渣鼻等在内的非传染性炎症性皮肤病的影响。这些慢性病中的许多都很痛苦且使人衰弱,有效的治疗干预措施有限。本研究旨在确定调节炎症性皮肤病分子发病机制的常见调控途径和主调控因子。我们设计了一个综合系统生物学框架来识别多种疾病中的重要调控因子。网络分析揭示了55种高价值蛋白质作为分子发病机制中的重要调控因子,它们可作为更有效治疗的潜在药物靶点。我们确定IKZF1是化脓性汗腺炎、特应性皮炎和酒渣鼻的共同主调控因子,并利用已知的疾病衍生分子为这些疾病开发有效的联合治疗方法。所提出的框架非常模块化,为从复杂的转录组学数据和其他多组学数据中基于分子机制的药物开发指明了一条重要途径。