Improving prediction of disease outcome for inflammatory bowel disease: progress through systems medicine.

Expert Rev Clin Immunol

Witten/Herdecke University, Faculty of Health, Department of Medicine, Clinical Molecular Genetics and Epigenetics, Centre for Biomedical Education & Research (ZBAF), Germany.

Published: August 2021

Inflammatory bowel diseases (IBDs) are lifelong conditions causing relapsing inflammation of the intestine. In the absence of a cure, clinical management of IBDs is extremely challenging since they present with a wide range of phenotypes and disease behaviors. Hence, there is an urgent need for markers that could guide physicians in making the right choice of the rapidly growing treatment options toward a personalized care that could improve the overall outcome. In this review, the authors summarize existing biomarkers in IBD, discuss the challenges with the development of prognostic biomarkers and propose alternative options such as focusing on the prediction of the response to individual treatments, i.e. predictive biomarkers. The problems related to developing disease prognostic and predictive biomarkers in the field of IBDs are discussed including the difficulties in dealing with phenotypic heterogeneity particularly when performing studies in a real-life setting. The authors reviewed literature from PubMed. Systems biology provides potential solutions to this problem by offering an unbiased, holistic approach to adjusting for variation in larger datasets thereby increasing the chances of identifying true associations between molecular profiles and clinical phenotypes.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903817PMC
http://dx.doi.org/10.1080/1744666X.2021.1945442DOI Listing

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