Psychology Department, Columbia University, New York, New York, USA.
Department of Psychology, University of Texas at Austin, Austin, Texas, USA.
Dev Psychobiol. 2021 Sep;63(6):e22126. doi: 10.1002/dev.22126. Epub 2021 May 4.
This study investigates the generalizability and predictive validity of associations between gastrointestinal (GI) symptoms and youth anxiety to establish their utility in community mental health decision-making. We analyzed data from youth ages 3 to 21 years in volunteer cohorts collected in Los Angeles (N = 327) and New York City (N = 102), as well as the Healthy Brain Network cohort (N = 1957). Youth GI distress was measured through items taken from the parent-reported Child Behavior Checklist (CBCL). We examined generalizability of GI-anxiety associations across cohorts and anxiety reporters, then evaluated the performance of these models in predicting youth anxiety in holdout data. Consistent with previous work, higher levels of gastrointestinal distress were associated with more parent-reported youth anxiety behaviors in all three cohorts. Models trained on data from the Healthy Brain Network cohort predicted parent-reported and child-reported anxiety behaviors, as well as clinician-evaluated anxiety diagnoses, at above chance levels in holdout data. Models which included GI symptoms often, but not always, outperformed models based on age and sex alone in predicting youth anxiety. Based on the generalizability and predictive validity of GI-anxiety associations investigated here, GI symptoms may be an effective tool for child-facing professionals for identifying children at risk for anxiety (Preprint: https://psyarxiv.com/zgavu/).
本研究旨在探讨胃肠道(GI)症状与青少年焦虑之间关联的普遍性和预测效度,以确定其在社区心理健康决策中的应用价值。我们分析了来自洛杉矶(N=327)和纽约市(N=102)志愿者队列中 3 至 21 岁青少年的数据,以及健康大脑网络队列(N=1957)的数据。青少年的胃肠道不适通过从父母报告的儿童行为检查表(CBCL)中提取的项目进行测量。我们检验了 GI-焦虑关联在队列和焦虑报告者之间的普遍性,然后评估了这些模型在保留数据中预测青少年焦虑的表现。与之前的工作一致,在所有三个队列中,更高水平的胃肠道不适与更多父母报告的青少年焦虑行为相关。在保留数据中,基于健康大脑网络队列数据训练的模型在预测父母报告和儿童报告的焦虑行为以及临床医生评估的焦虑诊断方面,表现优于仅基于年龄和性别的模型。在预测青少年焦虑方面,包含胃肠道症状的模型通常(但并非总是)优于仅基于年龄和性别的模型。基于本研究中调查的 GI-焦虑关联的普遍性和预测效度,胃肠道症状可能是面向儿童的专业人员识别焦虑风险儿童的有效工具(预印本:https://psyarxiv.com/zgavu/)。