Network analysis of depression and anxiety symptoms in Chinese rheumatoid arthritis patients

被引:6
作者
Zhang, Lijuan [1 ,2 ]
Zhu, Weiyi [1 ]
Wu, Beiwen [1 ]
机构
[1] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Nursing, Sch Med, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Nursing, Sch Med, Shanghai, Peoples R China
关键词
Rheumatoid arthritis; Anxiety; Depression; Quality of life; Network analysis; QUALITY-OF-LIFE; PSYCHOLOGICAL INTERVENTIONS; DISEASE-ACTIVITY; QUESTIONNAIRE; CLASSIFICATION; METAANALYSIS; DISORDERS; CRITERIA; FATIGUE;
D O I
10.7717/peerj.16356
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. Rheumatoid arthritis (RA) patients are susceptible to comorbid anxiety and depression. From the network model perspective, comorbidity is due to direct interactions between depression and anxiety symptoms. The objective of this study was to assess the network structure of depression and anxiety symptoms in Chinese RA patients and identify the central and bridge symptoms as well as how depression and anxiety symptoms are related to quality of life (QoL) in the network. Methods. A total of 402 Chinese RA patients were included in this study. Depression and anxiety symptoms were measured by the Hospital Anxiety and Depression Scale (HADS). R software was used to estimate the network. Specifically, we computed the predictability, expected influence (EI) and bridge expected influence (BEI) for each symptom and showed a flow network of "QoL". Results. Our network revealed that the strongest edge was D2 "See the bad side of things" and D3 "Not feeling cheerful" across the whole network. For centrality indices, D3 "Not feeling cheerful" and D6 "Feeling down" had the highest EI values in the network, while A4 "Trouble relaxing" and D6 "Feeling down" had the highest BEI values of their respective community. As to "QoL", the strongest direct edge related to it was A1 "Nervousness". Conclusions. "Feeling down" and "Not feeling cheerful" emerged as the strongest central symptoms, while "Trouble relaxing" and "Feeling down" were bridge symptoms in the anxiety-depression network of RA patients. Intervention on depression and anxiety symptoms in nurses should prioritize these symptoms.
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页数:19
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