Core symptoms and network analysis in patients with gastroesophageal reflux disease based on body mass index

BACKGROUNDGastroesophageal reflux disease (GERD), a prevalent and difficult-to-manage gastrointestinal disorder, is frequently accompanied by complex symptoms.However, the nature of the relationship between these symptoms remains elusive.Although previous studies have established the impact of body mass index (BMI) on the prevalence of GERD and the severity of specific symptoms, it is still unclear whether the specific symptoms and their relationships vary according to BMI. AIMTo identify core GERD symptoms and determine whether their network structures differ by BMI. METHODSSymptom data were collected from five tertiary hospitals in China, included 438 adults with GERD (mean age 51.08 years, 44.98% female).Network analysis was performed to examine the interaction patterns among 36 symptoms and identify core symptom clusters between the BMI < 25 kg/m² and BMI ≥ 25 kg/m² groups.Additionally, three network properties, namely network structure, strength value, and global strength, were examined across the two BMI groups. RESULTSAmong the subjects, depression and bloating constituted the primary core symptoms.In the BMI ≥ 25 kg/m² group, anxiety, shortness of breath, and abdominal distension were symptoms of significant influence.However, nausea, foreign body sensation in the throat, and nocturnal reflux exerted a considerable impact in the BMI < 25 kg/m² group.Lastly, the overall symptom structure and correlations were similar across the BMI groups.5 / 35 CONCLUSION Depression and bloating occupy central positions in GERD symptom networks regardless of BMI, while other influential symptoms vary by subgroup.These findings provide novel insights for personalized, BMI-based symptom interventions.

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Publication Details

Journal
World Journal of Gastroenterology
Published
2026-10-30
DOI
https://doi.org/10.3748/wjg.124391
Primary Topic
Gastroesophageal reflux and treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Core symptoms and network analysis in patients with gastroesophageal reflux disease based on body mass index

Shun-Yong He, Lijian Liu, Lei Zhu, Feng-Liang Tian et al.
World Journal of Gastroenterology
Gastroesophageal reflux and treatments
article

Core symptoms and network analysis in patients with gastroesophageal reflux disease based on body mass index

Shun-Yong He, Lijian Liu, Lei Zhu, Feng-Liang Tian, Wenhao Zhang, Zhongyu Li, Bai Hai-yan, Ying-pan Zhao, Hui Che, Lan-Shuo Hu, Dan-Ming Wu, Zhi-Kun Wang, Yang-Yang Zhang, Bo-Lin Li, Bo Li, Yi-Qing Mao, Xiao-Yan Huang
article en

Abstract

BACKGROUNDGastroesophageal reflux disease (GERD), a prevalent and difficult-to-manage gastrointestinal disorder, is frequently accompanied by complex symptoms.However, the nature of the relationship between these symptoms remains elusive.Although previous studies have established the impact of body mass index (BMI) on the prevalence of GERD and the severity of specific symptoms, it is still unclear whether the specific symptoms and their relationships vary according to BMI. AIMTo identify core GERD symptoms and determine whether their network structures differ by BMI. METHODSSymptom data were collected from five tertiary hospitals in China, included 438 adults with GERD (mean age 51.08 years, 44.98% female).Network analysis was performed to examine the interaction patterns among 36 symptoms and identify core symptom clusters between the BMI < 25 kg/m² and BMI ≥ 25 kg/m² groups.Additionally, three network properties, namely network structure, strength value, and global strength, were examined across the two BMI groups. RESULTSAmong the subjects, depression and bloating constituted the primary core symptoms.In the BMI ≥ 25 kg/m² group, anxiety, shortness of breath, and abdominal distension were symptoms of significant influence.However, nausea, foreign body sensation in the throat, and nocturnal reflux exerted a considerable impact in the BMI < 25 kg/m² group.Lastly, the overall symptom structure and correlations were similar across the BMI groups.5 / 35 CONCLUSION Depression and bloating occupy central positions in GERD symptom networks regardless of BMI, while other influential symptoms vary by subgroup.These findings provide novel insights for personalized, BMI-based symptom interventions.

World Journal of Gastroenterology
Fujian University of Traditional Chinese Medicine (CN), Nanjing University of Chinese Medicine (CN), The First Affiliated Hospital of Guangxi University of Traditional Chinese Medicine (CN), Guangxi University of Chinese Medicine (CN), Hebei University of Chinese Medicine (CN), Xiyuan Hospital (CN), China Academy of Chinese Medical Sciences (CN), China Academy of Traditional Chinese Medicine Hospital of Ophthalmology (CN)
National Natural Science Foundation of China, China Academy of Chinese Medical Sciences, Beijing Nova Program
Good health and well-being
Openalex Percentile: Top 10%
Gastroesophageal reflux and treatments
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