Lazarus Jeffrey V, Alazawi William, Basuroy Ron, Castera Laurent, Estulin Dmitry, Koulla Yiannoula, Prasad Preethy, Romero-Gomez Manuel, Takahashi Hirokazu, Wong Vincent Wai-Sun, Schattenberg Jörn M
CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, United States; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain.
Barts Liver Centre, Blizard Institute, Queen Mary University London, London, United Kingdom.
Ann Hepatol. 2025 Jan-Jun;30(1):101741. doi: 10.1016/j.aohep.2024.101741. Epub 2024 Dec 2.
Patients increasingly use social media to share and access health-related information and experiences. This study employed social media listening to gain patient-centric insights into metabolic dysfunction-associated steatotic liver disease (MASLD), formerly known as non-alcoholic fatty liver disease (NAFLD).
Publicly available social media data was collected between November 4th, 2020, and November 4th, 2022, about MASLD from eight countries: Brazil, China, France, Germany, Japan, South Korea, Spain, and the United Kingdom. The analysis involved capturing patient conversations on their journey stages (causes-risk factors, symptoms, diagnosis, and treatment), unmet needs, and impact on patient's quality of life (QoL) from various social media platforms to gain insights associated with MASLD.
A total of 1600 patient-centric posts were analyzed. The patient journey was the most prevalent topic (92 %) mentioned, followed by comorbidities (38 %) and interactions with HCPs (26 %, health care professionals). Key causes discussed included unhealthy diet (39 %) and overweight/obese (32 %), while the most mentioned symptoms were fatigue (20 %) and pain or abdominal discomfort (20 %). Ultrasound (n=170/553, 31 %) was the most used diagnosis, followed by blood tests (n=130/553, 24 %) and liver function tests (n=91/553, 16 %). Lifestyle management techniques were mainly the standard of care, followed by treatment (n=270/1061, 25 %) and follow-ups with HCPs (n=133/1061, 13 %). Over half (54 %) of the QoL discussion (n=104/192) focused on patients' comorbidities, and 27 % on disease severity, indicating that having MASLD in moderate to severe form with comorbidities significantly affects patients' quality of life. An emotional analysis revealed that patients were worried and frustrated about their condition but were also hopeful and determined to improve their health. Nearly 38 % of the posts mentioned that patients were emotionally affected by negative feelings, especially those with multiple comorbidities. Lack of access to knowledgeable HCPs and treatment options were the most frequently discussed unmet needs.
This analysis of NAFLD patient experiences introduces a unique approach for deriving insights into patients' experiences and their impact on QoL. These insights have the potential to complement conventional methods and foster patient-centric research.
患者越来越多地使用社交媒体来分享和获取与健康相关的信息及经历。本研究采用社交媒体倾听的方式,以获得以患者为中心的关于代谢功能障碍相关脂肪性肝病(MASLD,以前称为非酒精性脂肪性肝病(NAFLD))的见解。
收集了2020年11月4日至2022年11月4日期间来自巴西、中国、法国、德国、日本、韩国、西班牙和英国八个国家的关于MASLD的公开社交媒体数据。分析包括从各种社交媒体平台捕捉患者在其病程阶段(病因 - 风险因素、症状、诊断和治疗)、未满足的需求以及对患者生活质量(QoL)的影响方面的对话,以获得与MASLD相关的见解。
共分析了1600条以患者为中心的帖子。患者病程是提及最多的主题(92%),其次是合并症(38%)和与医疗保健专业人员(HCPs)的互动(26%)。讨论的主要病因包括不健康饮食(39%)和超重/肥胖(32%),而提及最多的症状是疲劳(20%)和疼痛或腹部不适(20%)。超声(n = 170/553,31%)是最常用的诊断方法,其次是血液检查(n = 130/553,24%)和肝功能检查(n = 91/553,16%)。生活方式管理技术主要是护理标准,其次是治疗(n = 270/1061,25%)和与HCPs的随访(n = 133/1061,13%)。超过一半(54%)的生活质量讨论(n = 104/192)集中在患者的合并症上,27%集中在疾病严重程度上,这表明患有中度至重度形式的MASLD并伴有合并症会显著影响患者的生活质量。情感分析显示,患者对自己的病情感到担忧和沮丧,但也充满希望并决心改善健康状况。近38%的帖子提到患者受到负面情绪的情感影响,尤其是那些患有多种合并症的患者。获得知识渊博的HCPs和治疗选择的机会不足是最常讨论的未满足需求。
对NAFLD患者经历的这种分析引入了一种独特的方法,以深入了解患者的经历及其对生活质量的影响。这些见解有可能补充传统方法并促进以患者为中心的研究。