An Insight into Patients' Perspectives of Ulcerative Colitis Flares via Analysis of Online Public Forum Posts

被引:5
作者
Rubin, David T. [1 ]
Torres, Joana [2 ,3 ,4 ]
Dotan, Iris [5 ,6 ]
Xu, Lan Terry [7 ]
Modesto, Irene [8 ]
Woolcott, John C. [9 ]
Gardiner, Sean [8 ]
Sands, Bruce E. [10 ]
机构
[1] Univ Chicago Med, Inflammatory Bowel Dis Ctr, Chicago, IL USA
[2] Hosp Beatriz Angelo, Gastroenterol Div, Loures, Portugal
[3] Hosp Luz, Div Gastroenterol, Lisbon, Portugal
[4] Univ Lisbon, Fac Med, Lisbon, Portugal
[5] Rabin Med Ctr, Div Gastroenterol, Petah Tiqwa, Israel
[6] Tel Aviv Univ, Sackler Fac Med, Tel Aviv, Israel
[7] Netbase Quid™, Santa Clara, CA USA
[8] Pfizer Inc, 235 East 42nd St, New York, NY 10017 USA
[9] Pfizer Inc, Collegeville, PA USA
[10] Icahn Sch Med Mt Sinai, Dr Henry D Janowitz Div Gastroenterol, New York, NY USA
关键词
ulcerative colitis; flare; online forum; natural language processing; DISEASE; MODERATE; STRESS;
D O I
10.1093/ibd/izad247
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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 (TM) 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.
引用
收藏
页码:1748 / 1758
页数:11
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