Cargando…

Precision Medicine in Inflammatory Bowel Disease

Ulcerative colitis and Crohn’s disease are traditionally defined as the two main subtypes of inflammatory bowel disease. However, a more recent view considers IBD as a spectrum of heterogeneous phenotypes with consistent differences in clinical presentation and behaviors, likely explained by differe...

Descripción completa

Detalles Bibliográficos
Autores principales: Annese, Vito, Annese, Monica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10487169/
https://www.ncbi.nlm.nih.gov/pubmed/37685335
http://dx.doi.org/10.3390/diagnostics13172797
_version_ 1785103176155791360
author Annese, Vito
Annese, Monica
author_facet Annese, Vito
Annese, Monica
author_sort Annese, Vito
collection PubMed
description Ulcerative colitis and Crohn’s disease are traditionally defined as the two main subtypes of inflammatory bowel disease. However, a more recent view considers IBD as a spectrum of heterogeneous phenotypes with consistent differences in clinical presentation and behaviors, likely explained by differences in underlying pathogenetic mechanisms. The etiology is still elusive, and the suggested pathogenesis is a complex interplay among genetic predisposition and abnormal immune response at the mucosal intestinal level, activated by only partially identified environmental triggers leading to altered intestinal permeability and impaired handling of gut microbiota. The undeniable continuous progress of medical therapy with more frequent shifts from traditional to more advanced modalities also underlines the actual unmet needs. We are using medications with completely different mechanisms of action, with a lack of predictive factors of outcomes and response and still an unsatisfactory rate of success. In addition, we are missing still valuable and accurate markers to predict disease progression and severity in order to avoid under- or over-treatment. In such a complex scenario, it is undoubtful that the application of artificial intelligence and machine learning algorithms may improve the management and pave the way for precision and eventually personalized medicine in these patients; however, there are still several challenges that will be the focus of this review.
format Online
Article
Text
id pubmed-10487169
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104871692023-09-09 Precision Medicine in Inflammatory Bowel Disease Annese, Vito Annese, Monica Diagnostics (Basel) Review Ulcerative colitis and Crohn’s disease are traditionally defined as the two main subtypes of inflammatory bowel disease. However, a more recent view considers IBD as a spectrum of heterogeneous phenotypes with consistent differences in clinical presentation and behaviors, likely explained by differences in underlying pathogenetic mechanisms. The etiology is still elusive, and the suggested pathogenesis is a complex interplay among genetic predisposition and abnormal immune response at the mucosal intestinal level, activated by only partially identified environmental triggers leading to altered intestinal permeability and impaired handling of gut microbiota. The undeniable continuous progress of medical therapy with more frequent shifts from traditional to more advanced modalities also underlines the actual unmet needs. We are using medications with completely different mechanisms of action, with a lack of predictive factors of outcomes and response and still an unsatisfactory rate of success. In addition, we are missing still valuable and accurate markers to predict disease progression and severity in order to avoid under- or over-treatment. In such a complex scenario, it is undoubtful that the application of artificial intelligence and machine learning algorithms may improve the management and pave the way for precision and eventually personalized medicine in these patients; however, there are still several challenges that will be the focus of this review. MDPI 2023-08-29 /pmc/articles/PMC10487169/ /pubmed/37685335 http://dx.doi.org/10.3390/diagnostics13172797 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Annese, Vito
Annese, Monica
Precision Medicine in Inflammatory Bowel Disease
title Precision Medicine in Inflammatory Bowel Disease
title_full Precision Medicine in Inflammatory Bowel Disease
title_fullStr Precision Medicine in Inflammatory Bowel Disease
title_full_unstemmed Precision Medicine in Inflammatory Bowel Disease
title_short Precision Medicine in Inflammatory Bowel Disease
title_sort precision medicine in inflammatory bowel disease
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10487169/
https://www.ncbi.nlm.nih.gov/pubmed/37685335
http://dx.doi.org/10.3390/diagnostics13172797
work_keys_str_mv AT annesevito precisionmedicineininflammatoryboweldisease
AT annesemonica precisionmedicineininflammatoryboweldisease