Autoimmunity and autoinflammation: A systems view on signaling pathway dysregulation profiles.
Arsen ArakelyanLilit NersisyanDavid PoghosyanLusine KhondkaryanAnna HakobyanHenry Löffler-WirthEvie MelanitouHans BinderPublished in: PloS one (2017)
The results reveal that clinically divergent disease groups share common pathway perturbation profiles. We identified pathways, similarly perturbed in all the studied diseases, such as PI3K-Akt, Toll-like receptor, and NF-kappa B signaling, that serve as integrators of signals guiding immune cell polarization, migration, growth, survival and differentiation. Further, two clusters of diseases were identified based on specifically dysregulated pathways: one gathering mostly autoimmune and the other mainly autoinflammatory diseases. Cluster separation was driven not only by apparent involvement of pathways implicated in adaptive immunity in one case, and inflammation in the other, but also by processes not explicitly related to immune response, but rather representing various events related to the formation of specific pathophysiological environment. Thus, our data suggest that while all of the studied diseases are affected by activation of common inflammatory processes, disease-specific variations in their relative balance are also identified.
Keyphrases
- pi k akt
- signaling pathway
- toll like receptor
- nuclear factor
- immune response
- oxidative stress
- cell cycle arrest
- cell proliferation
- inflammatory response
- multiple sclerosis
- dendritic cells
- machine learning
- electronic health record
- dna methylation
- endoplasmic reticulum stress
- artificial intelligence
- liquid chromatography
- genome wide
- celiac disease