Artificial Intelligence–Driven Personalized Medicine: Transforming Clinical Practice in Inflammatory Bowel Disease

IF 25.1 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Gastroenterology Pub Date : 2025-08-01 DOI:10.1053/j.gastro.2025.03.005
Marietta Iacucci , Giovanni Santacroce , Maeda Yasuharu , Subrata Ghosh
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Abstract

Inflammatory bowel disease is marked by significant clinical heterogeneity, posing challenges for accurate diagnosis and personalized treatment strategies. Conventional approaches, such as endoscopy and histology, often fail to adequately and accurately predict medium- and long-term outcomes, leading to suboptimal patient management. Artificial intelligence is emerging as a transformative force enabling standardized, accurate, and timely disease assessment and outcome prediction, including therapeutic response. Artificial intelligence–driven intestinal barrier healing assessment provides novel insights into deep healing, facilitating the discovery of novel therapeutic targets. In addition, the automated integration of multi-omics data can enhance patient profiling and personalized management strategies. The future of inflammatory bowel disease care lies in the artificial intelligence–enabled "endo-histo-omics" integrative real-time approach, harmoniously fusing endoscopic, histologic, and molecular data. Despite challenges in its adoption, this paradigm shift has the potential to refine risk stratification, improve therapeutic precision, and enable personalized interventions, ultimately advancing the implementation of precision medicine in routine clinical practice.
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人工智能驱动的个性化医疗:改变炎症性肠病的临床实践
炎症性肠病(IBD)具有显著的临床异质性,为准确诊断和个性化治疗策略提出了挑战。传统的方法,如内窥镜检查和组织学检查,往往不能充分和准确地预测中期和长期的结果,导致不理想的患者管理。人工智能(AI)正在成为一种变革性的力量,能够实现标准化、准确和及时的疾病评估和结果预测,包括治疗反应。人工智能驱动的肠道屏障愈合评估为深度愈合提供了新的见解,促进了新的治疗靶点的发现。此外,多组学数据的自动化集成可以增强患者分析和个性化管理策略。IBD护理的未来在于人工智能支持的“endoo - histoomics”综合实时方法,和谐融合内窥镜、组织学和分子数据。尽管在采用过程中存在挑战,但这种范式转变有可能改善风险分层,提高治疗精度,实现个性化干预,最终推动精准医学在常规临床实践中的实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Gastroenterology
Gastroenterology 医学-胃肠肝病学
CiteScore
45.60
自引率
2.40%
发文量
4366
审稿时长
26 days
期刊介绍: Gastroenterology is the most prominent journal in the field of gastrointestinal disease. It is the flagship journal of the American Gastroenterological Association and delivers authoritative coverage of clinical, translational, and basic studies of all aspects of the digestive system, including the liver and pancreas, as well as nutrition. Some regular features of Gastroenterology include original research studies by leading authorities, comprehensive reviews and perspectives on important topics in adult and pediatric gastroenterology and hepatology. The journal also includes features such as editorials, correspondence, and commentaries, as well as special sections like "Mentoring, Education and Training Corner," "Diversity, Equity and Inclusion in GI," "Gastro Digest," "Gastro Curbside Consult," and "Gastro Grand Rounds." Gastroenterology also provides digital media materials such as videos and "GI Rapid Reel" animations. It is abstracted and indexed in various databases including Scopus, Biological Abstracts, Current Contents, Embase, Nutrition Abstracts, Chemical Abstracts, Current Awareness in Biological Sciences, PubMed/Medline, and the Science Citation Index.
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