What's new in IBD therapy: An "omics network" approach

被引:23
作者
Fiocchi, Claudio [1 ,2 ]
Iliopoulos, Dimitrios [3 ]
机构
[1] Lerner Res Inst, Dept Inflammat & Immun, Cleveland, OH USA
[2] Cleveland Clin, Dept Gastroenterol Hepatol & Nutr, Digest Dis & Surg Inst, Cleveland, OH 44195 USA
[3] Athos Therapeut Inc, Torrance, CA USA
关键词
Inflammatory bowel disease; Omics; Systems biology; Network medicine; Artificial intelligence; Deep learning; INFLAMMATORY-BOWEL-DISEASE; CHIMERIC MONOCLONAL-ANTIBODY; NECROSIS-FACTOR-ALPHA; CROHNS-DISEASE; DOUBLE-BLIND; ULCERATIVE-COLITIS; ENVIRONMENTAL-FACTORS; MAINTENANCE THERAPY; PEDIATRIC-PATIENTS; COMPLEX DISEASES;
D O I
10.1016/j.phrs.2020.104886
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The industrial revolution that began in the late 1800s has resulted in dramatic changes in the environment, human lifestyle, dietary habits, social structure, and so on. Almost certainly because this rapid evolution has outpaced the ability of the body to adapt to a number of environmental and behavioral changes, there has been a parallel emergence of several chronic inflammatory diseases, among which are inflammatory bowel diseases (IBD), primarily ulcerative colitis and Crohn's disease. The ability to treat these conditions has progressively improved in the last 50 years, particularly in the last couple of decades with the introduction of biological therapy targeting primarily soluble mediators produced by inflammatory cells. A large number of biologics are now available, but all of them induce similarly unsatisfactory ( < 50%) rates of clinical response and remission, and most of them lose efficacy over time, requiring dose escalation or switching from one biologic to another. So, treatment of IBD still needs improvement that will occur only if different approaches are taken. A reason why even the most recent forms of IBD therapy are unsatisfactory is because they target only selected components of an exceedingly complex pathophysiological process, a reality that must be honestly considered if better IBD therapies are to be achieved. Brand new approaches must integrate all relevant factors in their totality - the "omes" - and identify the key controllers of biological responses. This can be accomplished by using systems biology-based approaches and advanced bioinformatics tools, which together represent the essence of network medicine. This review looks at the past and the present of IBD pathogenesis and therapy, and discusses how to develop new therapies based on a network medicine approach.
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页数:11
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