School of Psychological Sciences, Macquarie University, North Ryde, New South Wales, Australia.
Department of Gastroenterology and Hepatology, Princess Alexandra Hospital and Translational Research Institute (TRI), Woolloongabba, Queensland, Australia.
Neurogastroenterol Motil. 2024 Dec;36(12):e14940. doi: 10.1111/nmo.14940. Epub 2024 Oct 25.
The group of disorders known as Disorders of Gut Brain Interaction (DGBI) were originally labeled functional GI disorders and were thought to be disorders of the gastrointestinal tract that had several psychological conditions as comorbidities. Despite mounting evidence that psychological morbidity plays an innate role in the etiology and maintenance of DGBI, none of the Rome IV criteria include any measure of psychological symptoms. This study tested the hypothesis that individuals would cluster differently if GI symptoms alone were considered versus GI symptoms combined with measures of psychological symptoms.
Data were obtained from the Rome Foundation Global Epidemiology Study measuring Rome IV GI symptoms, psychological measures and demographic characteristics. Latent profile models were used to cluster individuals based on (i) GI symptoms only (GI only) and then (ii) GI and psychological measures (GI + Psych).
Individuals clustering into the same group of individuals whether formed via GI only or GI + Psych, ranged from 96% for a 2-class solution (the most simplistic) to 76% with 6 classes (the parsimonious system) and 59% with twenty-two classes (mimicking Rome IV). The generalisability of this finding between six geographic regions was confirmed with agreement varying between 95%-97% for 2 clusters and 71-79% for 6 classes and 51%-63% for 22 classes. These findings were also consistent between DGBI (range 94% with 2 classes to 50% with 22 classes) and non-DGBI (range 97% with 2 clusters to 65% with 22 classes) groups.
CONCLUSIONS & INFERENCES: Our data suggest that considering psychological as well as gastrointestinal symptoms would lead to a different clustering of individuals in more complex, and accurate, classification systems. For this reason, future work on DGBI classification should consider inclusion of psychological traits.
被称为肠道脑相互作用障碍(DGBI)的一系列疾病最初被标记为功能性胃肠道疾病,被认为是胃肠道疾病,伴有多种心理状况合并症。尽管越来越多的证据表明,心理发病机制在 DGBI 的病因和维持中起着固有作用,但罗马 IV 标准均未包括任何心理症状测量。本研究检验了这样一个假设,即如果仅考虑胃肠道症状与同时考虑胃肠道症状和心理症状测量,个体的聚类方式会有所不同。
数据来自罗马基金会全球流行病学研究,该研究测量了罗马 IV 胃肠道症状、心理测量和人口统计学特征。潜在剖面模型用于根据(i)仅胃肠道症状(GI 仅)和(ii)胃肠道和心理测量(GI+心理)对个体进行聚类。
无论是通过 GI 仅还是 GI+心理形成的个体聚类到同一组个体,范围从 2 类(最简单)的 96%到 6 类(最简约系统)的 76%和 22 类(模仿罗马 IV)的 59%。这一发现对于六个地理区域的普遍性进行了确认,2 个聚类的一致性在 95%-97%之间,6 个聚类的一致性在 71-79%之间,22 个聚类的一致性在 51%-63%之间。在 DGBI(2 类为 94%,22 类为 50%)和非 DGBI(2 类为 97%,22 类为 65%)组之间也发现了同样的结果。
我们的数据表明,考虑心理和胃肠道症状会导致更复杂、更准确的分类系统中个体的聚类方式不同。因此,未来对 DGBI 分类的研究应考虑纳入心理特征。