根据症状、饮食、社会心理和生活质量参数,腹胀和腹胀患者形成6个不同的潜在聚类。

Anjali Byale,Olafur S Palsson,Magnus Simrén,Jan Tack,Boris Le Nevé,Rim Hassouna,Shrikant Bangdiwala,Ami Sperber,Douglas Drossman,Madhusudan Grover
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引用次数: 0

摘要

背景/目的肠-脑相互作用障碍(DGBI)患者经常报告腹胀、腹胀和气体相关胃肠道(GI)症状。我们的目标是在一项大型跨国调查中使用潜在类别模型来描述这些特征。方法对美国、英国和墨西哥的成年人进行了全国范围的调查,采用配额抽样的方法进行人口平衡。它包括罗马IV诊断问题,肠道气体问卷(IGQ),焦虑和抑郁患者健康问卷(PHQ-4)和躯体化(PHQ-12),生活质量(PROMIS Global-10)和生活方式问题。使用RStudio 4.2.3中的“depmix”进行潜在类分析(LCA)。结果共纳入3471例出现腹胀和/或腹胀的受试者(平均年龄43岁,57%为女性)。使用42个人口统计学和相关临床变量,LCA显示了6个不同的集群。前两组表现出与健康相关的生活质量(HRQoL)有限的中度损害,并且两者都具有一定程度的饮食和补充剂关联,然而,第2组缺乏在其他组中观察到的特定触发因素。随后的两组患者表现出良好的HRQoL和轻微的气体相关症状,只有第4组患者表现出明显的饮食诱因。最后两组与肠功能障碍相关,第5组IBS-C和IBS-M患病率较高,第6组IBS-D患病率较高。与其他四组相比,这些肠功能障碍组在前24小时内表现出严重的气体症状和更大的HRQoL损害。值得注意的是,第5类与饮食诱因有关,而第6类由社会心理合并症定义。结论胃胀气可能受饮食、心理和肠功能障碍等多种因素的影响。需要进一步的研究来确定机制和滴定治疗适合特定的机制驱动因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bloating and distention patients form 6 distinct latent clusters based on symptoms, diet, psychosocial and quality of life parameters.
BACKGROUND/AIMS Bloating, distention, and gas-related gastrointestinal (GI) symptoms are frequently reported by patients across the spectrum of Disorders of Gut-Brain Interaction (DGBI). We aimed to characterize these using latent class modelling in a large multi-national survey. METHODS A nationwide survey of adults in the US, UK, and Mexico used quota sampling for demographic balance. It included Rome IV diagnostic questions, Intestinal Gas Questionnaire (IGQ), Patient Health Questionnaires for anxiety and depression (PHQ-4) and somatization (PHQ-12), quality of life (PROMIS Global-10), and lifestyle questions. Latent class analysis (LCA) was performed using 'depmix' in RStudio 4.2.3. RESULTS 3,471 subjects experiencing bloating and/or distention (mean age 43 years, 57% female) were included. Using 42 demographic and pertinent clinical variables, LCA revealed 6 distinct clusters. The first two clusters demonstrated limited to moderate impairment in health-related quality of life (HRQoL) and with both characterized by some degree of dietary and supplement associations, however, cluster 2 lacked specific triggers observed in other clusters. The subsequent two clusters showed favorable HRQoL and mild gas-related symptoms, with only cluster 4 exhibiting distinct dietary triggers. The final two clusters, associated with bowel dysfunction, showed a higher prevalence of IBS-C and IBS-M in cluster 5, and IBS-D in cluster 6. These bowel dysfunction clusters exhibited severe gas symptoms in the preceding 24 hours and greater HRQoL impairment compared to the other four clusters. Notably, cluster 5 was linked to dietary triggers, whereas cluster 6 was defined by psychosocial comorbidities. CONCLUSIONS Bloating and distention patients are likely driven by variable influences of dietary, psychological and bowel dysfunction. Further studies are needed to identify mechanisms and titrate treatment suited to specific mechanistic drivers.
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