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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |
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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 |