Translational Research Center for Gastrointestinal Disorders (TARGID), Department of Chronic Diseases and Metabolism (CHROMETA), KU Leuven, Leuven, Belgium.
Laboratory for Brain-Gut Axis Studies (LaBGAS), Translational Research Center for Gastrointestinal Disorders (TARGID), Department of Chronic Diseases and Metabolism (CHROMETA), KU Leuven, Leuven, Belgium
Gut. 2023 Oct;72(10):1819-1827. doi: 10.1136/gutjnl-2023-329673. Epub 2023 Jun 19.
Historically, psychological processes are associated with disorders at the functional end of the gastro-oesophageal reflux disease (GERD) spectrum. However, recent research suggests that psychological symptoms are relevant across the GERD spectrum. We aim to investigate whether psychological symptoms are associated with reflux phenotype (True GERD, Borderline GERD, reflux hypersensitivity, functional heartburn) along the GERD spectrum in a cohort of refractory reflux patients.
Consecutive adult patients with refractory reflux symptoms underwent standard 24-hour pH-impedance monitoring and completed questionnaires assessing demographic, clinical and psychological information. Bayesian one-way analysis of variance assessed whether psychological variables differed across reflux phenotypes. Next, we applied multinomial and ordinal logistic regressions with clinical, demographic and psychological variables set as independent variables and reflux phenotype as the outcome variable. The complementary machine-learning approach entered all demographic, clinical and psychological variables into models, with reflux phenotype set nominally and ordinally. Cross-validated model performance was used to select the best model.
393 participants (mean (SD) age=48.5 (14.1); 60% female) were included. The Bayesian analyses found no difference in psychological variables across reflux phenotypes. Similarly, age, gender and proton pump inhibitor use were the only significant variables in the multinomial logistic regression and body mass index was significant in both regressions. Machine-learning analyses revealed poorly performing models with high misclassification rates (67-68%) in both models.
Psychological symptoms do not differ between nor predict reflux phenotype membership in refractory reflux patients. Findings suggest that psychological symptoms are relevant across the spectrum of GERD, rather than specific to functional oesophageal disorders.
从历史上看,心理过程与胃食管反流病(GERD)谱的功能性末端的疾病有关。然而,最近的研究表明,心理症状与 GERD 谱的各个方面都相关。我们旨在调查在一组难治性反流患者中,心理症状是否与反流表型(真正的 GERD、边缘性 GERD、反流过度敏感、功能性烧心)相关,这些患者沿 GERD 谱分布。
连续的难治性反流症状成年患者接受标准的 24 小时 pH 阻抗监测,并完成评估人口统计学、临床和心理信息的问卷。贝叶斯单向方差分析评估了心理变量是否在反流表型之间存在差异。接下来,我们应用多变量和有序逻辑回归,将临床、人口统计学和心理变量作为自变量,反流表型作为因变量。互补的机器学习方法将所有人口统计学、临床和心理变量输入模型,反流表型设定为名义和有序。交叉验证模型性能用于选择最佳模型。
393 名参与者(平均(SD)年龄=48.5(14.1);60%为女性)被纳入研究。贝叶斯分析发现,反流表型之间的心理变量没有差异。同样,年龄、性别和质子泵抑制剂的使用是多变量逻辑回归中的唯一显著变量,而体重指数在两个回归中均有显著意义。机器学习分析显示,在两个模型中,模型性能都很差,误分类率很高(67-68%)。
在难治性反流患者中,心理症状在反流表型之间没有差异,也不能预测其归属。研究结果表明,心理症状与 GERD 谱的各个方面都相关,而不仅仅是功能性食管疾病。