克罗恩病的精准医学:从生物标志物发现到临床实施的路径
Lijuan Sun1, Xiaomei Sun2, Cuixia Qiao2
1Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
精准医学提供个性化的克罗恩病.
科学领域:
- 胃肠道学和精准医学
- 对炎症性肠道疾病的多omics生物标志物发现
背景情况:
- 克罗恩氏病 (CD) 是一种复杂的炎症性肠道疾病,患者对当前的实证治疗反应异质.
- 现有的疗法往往导致疾病控制延迟,患者的治疗结果低于最佳.
- 需要个性化治疗策略来提高治疗疗效.
研究的目的:
- 审查克罗恩病的精密医学的最新进展.
- 确定阻碍临床实施精准医学方法的障碍.
- 讨论未来改善CD患者治疗结果的方向.
主要方法:
- 对生物标志物发现的多omics数据 (基因组学,蛋白质组学,微生物组) 的最新研究的综合.
- 分析将多学科发现转化为临床实践的挑战.
- 在CD的预测建模中探索人工智能和机器学习.
主要成果:
- 已经确定了200多个遗传易感位点和CD中失生症的作用.
- 多omics数据的集成对预测建模具有前景,人工智能/ML的帮助.
- 存在重大障碍,包括不同人群中的验证不足和缺乏现实世界的证据.
结论:
- 精准医学,利用多omics数据和AI,为定制克罗恩病治疗提供了一个有前途的途径.
- 解决验证差距,健康差异和区域差异对于成功实施至关重要.
- 数字健康技术和国际合作是加速采用精准医疗技术的关键,以改善CD患者的治疗结果.
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