Validation of the Chronic Liver Disease Questionnaire for MASH (CLDQ-MASH)

IF 9.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY JHEP Reports Pub Date : 2024-11-16 DOI:10.1016/j.jhepr.2024.101276
Zobair M. Younossi, Maria Stepanova, Issah Younossi, Andrei Racila
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Abstract

Background & Aims

The new nomenclature for metabolic dysfunction-associated steatohepatitis (MASH) requires presence of steatohepatitis in the context of at least one cardiometabolic risk. Having a health-related quality of life (HRQL) instrument validated specifically in patients with MASH is important for clinical research and clinical trials.

Methods

From our non-alcoholic fatty liver disease/non-alcoholic steatohepatitis (NAFLD/NASH) database, patients who met the definition of MASH according to the new criteria were selected. Subjects had completed the Chronic Liver Disease Questionnaire for NAFLD/NASH (CLDQ-NAFLD/NASH) and other HRQL instruments (Functional Assessment of Chronic Illness Therapy – Fatigue [FACIT-F], Short-Form 36 [SF-36]), and had available clinico-laboratory data including fibrosis non-invasive tests (NITs). The CLDQ-MASH was developed following a standard pipeline and subsequently validated in a non-overlapping sample.

Results

There were 4,213 MASH patients included: age 56 ± 11 years, 44% male, 65% type 2 diabetes, 69% advanced fibrosis (F3–F4). The patients with MASH were split 1:2 into a training set used for development of CLDQ-MASH and a testing set used for validation using standard pipeline. After item reduction and exploratory factor analysis with the training set (>90% variance), the CLDQ-MASH contained 35 items and seven domains. With the non-overlapping testing set, CLDQ-MASH demonstrated excellent face validity, internal consistency (all Cronbach’s alpha >0.78), and high correlations with relevant domains of SF-36, FACIT-F (p <0.01). Known-groups validity assessment confirmed that CLDQ-MASH can discriminate patients based on liver disease severity (histology- and NIT-based) and the presence of non-hepatic comorbidities (obesity, type 2 diabetes, depression, clinically overt fatigue, insomnia). In a subsample of subjects with 1-year follow-up, the instrument was responsive to changes in Enhanced Liver Fibrosis® scores and liver stiffness measurements (p <0.05 for four to six domains).

Conclusions

The CLDQ-MASH can be used as a valid disease-specific HRQL instrument for patients with MASH.

Impact and implications:

The new criteria for metabolic dysfunction-associated steatohepatitis (MASH) are different from those previously used for non-alcoholic steatohepatitis so the evidence collected for the previous criteria need to be revisited, including disease-specific instruments for assessment of health-related quality of life. In patients with MASH, Chronic Liver Disease Questionnaire-MASH (CLDQ-MASH; 35 items, seven domains) has excellent psychometric properties including its internal consistency and various aspects of validity, and is responsive to changes in liver disease severity indicators. The CLDQ-MASH can be used as a valid disease-specific health-related quality of life instrument for MASH in clinical research and clinical trials.

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背景& 目的代谢功能障碍相关性脂肪性肝炎(MASH)的新命名要求脂肪性肝炎至少伴有一种心脏代谢风险。方法从我们的非酒精性脂肪肝/非酒精性脂肪性肝炎(NAFLD/NASH)数据库中筛选出符合新标准中 MASH 定义的患者。受试者已完成非酒精性脂肪肝/非酒精性脂肪性肝炎慢性肝病问卷(CLDQ-NAFLD/NASH)和其他 HRQL 工具(慢性疾病治疗功能评估-疲劳 [FACIT-F]、短表 36 [SF-36]),并有可用的临床实验室数据,包括纤维化非侵入性测试 (NIT)。CLDQ-MASH是按照标准流程开发的,随后在非重叠样本中进行了验证。结果共纳入4213名MASH患者:年龄56±11岁,44%为男性,65%为2型糖尿病,69%为晚期纤维化(F3-F4)。MASH患者按1:2的比例分成训练集和测试集,训练集用于开发CLDQ-MASH,测试集用于使用标准管道进行验证。在对训练集(90%方差)进行项目缩减和探索性因子分析后,CLDQ-MASH 包含 35 个项目和 7 个领域。在不重叠的测试集上,CLDQ-MASH 表现出了极好的表面效度和内部一致性(所有 Cronbach's alpha >0.78),并且与 SF-36 和 FACIT-F 的相关领域有很高的相关性(p <0.01)。已知群体有效性评估证实,CLDQ-MASH 可以根据肝病严重程度(基于组织学和 NIT)以及是否存在非肝病合并症(肥胖、2 型糖尿病、抑郁、临床明显疲劳、失眠)来区分患者。结论CLDQ-MASH可用作MASH患者有效的疾病特异性HRQL工具。影响和意义:代谢功能障碍相关性脂肪性肝炎(MASH)的新标准与之前用于非酒精性脂肪性肝炎的标准不同,因此需要重新审视为之前标准收集的证据,包括评估健康相关生活质量的疾病特异性工具。对于 MASH 患者,慢性肝病问卷-MASH(CLDQ-MASH;35 个项目,7 个领域)具有良好的心理测量特性,包括其内部一致性和各方面的有效性,并能对肝病严重程度指标的变化做出反应。在临床研究和临床试验中,CLDQ-MASH 可作为 MASH 的有效疾病相关健康生活质量工具。
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来源期刊
JHEP Reports
JHEP Reports GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
12.40
自引率
2.40%
发文量
161
审稿时长
36 days
期刊介绍: JHEP Reports is an open access journal that is affiliated with the European Association for the Study of the Liver (EASL). It serves as a companion journal to the highly respected Journal of Hepatology. The primary objective of JHEP Reports is to publish original papers and reviews that contribute to the advancement of knowledge in the field of liver diseases. The journal covers a wide range of topics, including basic, translational, and clinical research. It also focuses on global issues in hepatology, with particular emphasis on areas such as clinical trials, novel diagnostics, precision medicine and therapeutics, cancer research, cellular and molecular studies, artificial intelligence, microbiome research, epidemiology, and cutting-edge technologies. In summary, JHEP Reports is dedicated to promoting scientific discoveries and innovations in liver diseases through the publication of high-quality research papers and reviews covering various aspects of hepatology.
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