通过分析在线公共论坛帖子,了解患者对溃疡性结肠炎的看法。

IF 4.5 3区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
David T Rubin, Joana Torres, Iris Dotan, Lan Terry Xu, Irene Modesto, John C Woolcott, Sean Gardiner, Bruce E Sands
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引用次数: 0

摘要

背景:患者对溃疡性结肠炎(UC)发作因素的认知是有限的;然而,在线患者交流可以提供洞察力。该分析旨在确定UC发作最常见的患者报告触发因素和症状,这可能会突出改善结果的潜在干预措施。方法:2019年1月1日至2021年2月14日期间,UC患者在6个国家的8个公共论坛上发布的突发事件前后的在线帖子,使用突发事件相关关键词进行识别。捕捉到了与Flare相关的帖子,并进行了Netbase测验™ 使用人工智能文本分析和自然语言处理软件对常见讨论的主题和主题(主题子集)进行语义映射和识别。最常见的主题是治疗经历和副作用(28.5%的帖子),其次是突发症状(22.9%的帖子)。最常见的话题是情感/同伴支持(9.4%的帖子),其次是美沙拉秦(和其他口服/直肠制剂;8.0%的帖子;)和饮食建议(6.0%的帖子。压力和焦虑是最常见的突发事件触发因素(37.9%的帖子),其次是饮食(28.4%的帖子)。压力和焦虑经常被认为是突发事件的诱因和一般症状。粪便中的血液是最常讨论的发作指标(57.8%的帖子)。结论:经常讨论的UC发作的患者感知触发因素包括饮食、压力和焦虑。这些结果表明,医生可以采用比目前更广泛、更全面的方法来监测和管理UC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Insight into Patients' Perspectives of Ulcerative Colitis Flares via Analysis of Online Public Forum Posts.

Background: The knowledge of patients' perceptions of factors contributing to ulcerative colitis (UC) flares is limited; however, online patient communications could offer insight. This analysis aimed to identify the most frequent patient-reported triggers and symptoms of UC flares, which could highlight potential interventions for outcome improvement.

Methods: Online posts written pre- and postflare by patients with UC on 8 public forums in 6 countries between January 1, 2019, and February 14, 2021, were identified using flare-related keywords. Flare-related posts were captured and Netbase Quid™ artificial intelligence text analytics and natural language processing software were used to semantically map and identify commonly discussed themes and topics (subsets of themes).

Results: Of >27 000 patient posts, 12 900 were identified as flare related. The most frequent themes were treatment experiences and side effects (28.5% of posts), followed by flare symptoms (22.9% of posts). The most frequent topic was emotional/peer support (9.4% of posts), followed by experiences with mesalamine (and other oral/rectal formulations; 8.0% of posts), and dietary recommendations (6.0% of posts). Stress and anxiety were the most frequently reported flare triggers (37.9% of posts), followed by diet (28.4% of posts). Stress and anxiety were frequently identified as both triggers for, and general symptoms of, flare. Blood in the stool was the most discussed flare indicator (57.8% of posts).

Conclusions: Frequently discussed patient-perceived triggers of UC flares included diet, stress, and anxiety. These results suggest that physicians could incorporate a broader and more holistic approach to UC monitoring and management than is currently practiced.

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来源期刊
Inflammatory Bowel Diseases
Inflammatory Bowel Diseases 医学-胃肠肝病学
CiteScore
9.70
自引率
6.10%
发文量
462
审稿时长
1 months
期刊介绍: Inflammatory Bowel Diseases® supports the mission of the Crohn''s & Colitis Foundation by bringing the most impactful and cutting edge clinical topics and research findings related to inflammatory bowel diseases to clinicians and researchers working in IBD and related fields. The Journal is committed to publishing on innovative topics that influence the future of clinical care, treatment, and research.
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