Biomedical Research Networking Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III, Barcelona, Spain.
ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.
PLoS One. 2019 Nov 6;14(11):e0224448. doi: 10.1371/journal.pone.0224448. eCollection 2019.
The mechanisms explaining multimorbidity between asthma, dermatitis and rhinitis (allergic multimorbidity) are not well known. We investigated these mechanisms and their specificity in distinct cell types by means of an interactome-based analysis of expression data.
Genes associated to the diseases were identified using data mining approaches, and their multimorbidity mechanisms in distinct cell types were characterized by means of an in silico analysis of the topology of the human interactome.
We characterized specific pathomechanisms for multimorbidities between asthma, dermatitis and rhinitis for distinct emergent non-eosinophilic cell types. We observed differential roles for cytokine signaling, TLR-mediated signaling and metabolic pathways for multimorbidities across distinct cell types. Furthermore, we also identified individual genes potentially associated to multimorbidity mechanisms.
Our results support the existence of differentiated multimorbidity mechanisms between asthma, dermatitis and rhinitis at cell type level, as well as mechanisms common to distinct cell types. These results will help understanding the biology underlying allergic multimorbidity, assisting in the design of new clinical studies.
哮喘、皮炎和鼻炎(过敏性多种疾病)之间发生多种共病的机制尚不清楚。我们通过基于互作组的表达数据分析来研究这些机制及其在不同细胞类型中的特异性。
使用数据挖掘方法鉴定与疾病相关的基因,并通过对人类互作组拓扑结构的计算机分析,研究不同细胞类型中多种共病的机制。
我们为哮喘、皮炎和鼻炎之间的多种共病在不同的新兴非嗜酸性细胞类型中描绘了特定的发病机制。我们观察到细胞类型之间的细胞因子信号、TLR 介导的信号和代谢途径对多种共病的作用存在差异。此外,我们还鉴定了与多种共病机制相关的个别基因。
我们的研究结果支持哮喘、皮炎和鼻炎在细胞类型水平上存在差异化的多种共病机制,以及不同细胞类型之间存在共同的机制。这些结果将有助于了解过敏性多种疾病的生物学基础,为新的临床研究提供帮助。