PHYSIOLOGICAL AND PSYCHOLOGICAL FACTORS CONTRIBUTE TO REAL-TIME ESOPHAGEAL SYMPTOM REPORTING IN REFRACTORY REFLUX PATIENTS.
Journal
The American journal of gastroenterology
ISSN: 1572-0241
Titre abrégé: Am J Gastroenterol
Pays: United States
ID NLM: 0421030
Informations de publication
Date de publication:
20 Aug 2024
20 Aug 2024
Historique:
received:
17
04
2024
accepted:
11
07
2024
medline:
20
8
2024
pubmed:
20
8
2024
entrez:
20
8
2024
Statut:
aheadofprint
Résumé
Real-time symptom reporting during ambulatory reflux monitoring plays a key role in the evaluation of esophageal symptoms, although the underlying processes are poorly understood. We aim to identify the psychological and physiological factors associated with real-time reflux symptom reporting and symptom-reflux association parameters. Adult patients with refractory reflux symptoms completed psychosocial questionnaires and standard 24-hour pH-impedance monitoring. A Hurdle-Poisson model evaluated the association between psychological and physiological (proton-pump inhibitor (PPI) use, total number of reflux episodes) variables on real-time symptom frequency, assessed via a button press within two minutes of experiencing a symptom. Logistic regression assessed the variables associated with symptom-association probability (SAP) and symptom index (SI) classification (positive/negative). Complementary machine learning analyses with 8-fold cross-validation further identified variables associated with symptom frequency and sought to optimize SAP classification performance. Both psychological (pain-related anxiety, depressive symptoms, trait anxiety) and physiological (total number of reflux episodes, off PPI during testing) variables were associated with symptom frequency. The total number of reflux episodes and being studied off PPI were significantly associated with a higher likelihood of being classified as SAP or SI positive. The best-performing model in the machine-learning analysis demonstrated a poor job of correctly classifying patients as SAP positive/negative (misclassification rate=41.4%). Real-time reflux symptom reporting is a multifactorial process, with both psychological and physiological processes contributing to different aspects of the reflux disease experience. Findings build on questionnaire-based research to underscore the importance of including psychological processes in our understanding of esophageal symptom reporting.
Sections du résumé
BACKGROUND
BACKGROUND
Real-time symptom reporting during ambulatory reflux monitoring plays a key role in the evaluation of esophageal symptoms, although the underlying processes are poorly understood. We aim to identify the psychological and physiological factors associated with real-time reflux symptom reporting and symptom-reflux association parameters.
METHODS
METHODS
Adult patients with refractory reflux symptoms completed psychosocial questionnaires and standard 24-hour pH-impedance monitoring. A Hurdle-Poisson model evaluated the association between psychological and physiological (proton-pump inhibitor (PPI) use, total number of reflux episodes) variables on real-time symptom frequency, assessed via a button press within two minutes of experiencing a symptom. Logistic regression assessed the variables associated with symptom-association probability (SAP) and symptom index (SI) classification (positive/negative). Complementary machine learning analyses with 8-fold cross-validation further identified variables associated with symptom frequency and sought to optimize SAP classification performance.
FINDINGS
RESULTS
Both psychological (pain-related anxiety, depressive symptoms, trait anxiety) and physiological (total number of reflux episodes, off PPI during testing) variables were associated with symptom frequency. The total number of reflux episodes and being studied off PPI were significantly associated with a higher likelihood of being classified as SAP or SI positive. The best-performing model in the machine-learning analysis demonstrated a poor job of correctly classifying patients as SAP positive/negative (misclassification rate=41.4%).
INTERPRETATION
CONCLUSIONS
Real-time reflux symptom reporting is a multifactorial process, with both psychological and physiological processes contributing to different aspects of the reflux disease experience. Findings build on questionnaire-based research to underscore the importance of including psychological processes in our understanding of esophageal symptom reporting.
Identifiants
pubmed: 39162699
doi: 10.14309/ajg.0000000000003033
pii: 00000434-990000000-01298
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Research Foundation Flanders
ID : 12A7822N
Organisme : Research Foundation Flanders
ID : 1830517N
Informations de copyright
Copyright © 2024 by The American College of Gastroenterology.