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塑造克罗恩病手术后复发的未来:通过人工智能支持的成像和多omics的个性化方法
Marietta Iacucci1, Irene Zammarchi2,3, Cecilia Lina Pugliano2
1APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland iacuccim@yahoo.it.
Gut
|January 27, 2026
概括
在克罗恩氏病 (CD) 管理中的术后复发 (POR) 是具有挑战性的. 新兴技术,如人工智能增强内镜和多omics为早期检测和个性化治疗提供精准医学.
科学领域:
- 胃肠病学 胃肠病学
- 手术瘤学手术瘤学
- 医疗技术 医疗技术 医学技术
背景情况:
- 手术后复发 (POR) 显著影响长期克罗恩病 (CD) 管理,高达70%的患者在一年内经历.
- 目前的监测方法,如胆结肠镜和便calprotectin在准确性和标准化方面存在局限性.
- POR的复杂性和不断变化的外科手术实践使预测和监测变得复杂.
研究的目的:
- 审查目前对POR在CD中的理解.
- 为 POR.突出新兴的诊断和监测技术.
- 探索人工智能和多态学在转变POR管理向精准医学方面的潜力.
主要方法:
- 在CD中对POR当前文献的综述.
- 分析内镜成像技术的进展 (共聚焦激光内显微镜,内细胞镜).
- 评估新的非侵入性监测技术 (肠道超声波,横截面成像).
- 探索多组学方法 (基因组学,转录组学,蛋白质组学,代谢组学,转基因组学).
- 评估人工智能 (AI) 集成用于预测建模.
主要成果:
- 高分辨率内镜和先进成像提供实时,体内评估,以更早地检测复发.
- 多omics方法正在揭示与POR相关的新生物学途径.
- 人工智能有可能整合多样化的数据,以进行个性化的风险分层和治疗.
结论:
- 在成像,多omics和AI方面的创新显示出改善CD中POR检测和管理的希望.
- 这些技术需要进一步验证和标准化,以实现临床整合.
- POR管理的未来在于精准医学,利用综合数据进行个性化的患者护理.
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