Development of a nomogram prediction model for depression in patients with systemic lupus erythematosus

被引:3
作者
Chen, Haoyang [1 ,2 ]
Cui, Hengmei [1 ]
Geng, Yaqin [3 ]
Jin, Tiantian [4 ]
Shi, Songsong [1 ]
Li, Yunyun [1 ]
Chen, Xin [4 ]
Shen, Biyu [1 ,5 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Nursing, Shanghai Childrens Med Ctr, Sch Med, Shanghai, Peoples R China
[2] Nantong Second Peoples Hosp, Dept Nursing, Nantong, Peoples R China
[3] Second Peoples Hosp Changzhou, Dept Rheumatol, Changzhou, Peoples R China
[4] Nantong Univ, Dept Nursing, Affiliated Hosp 2, Nantong, Peoples R China
[5] Shanghai Jiao Tong Univ, Sch Nursing, Sch Med, Shanghai, Peoples R China
来源
FRONTIERS IN PSYCHOLOGY | 2022年 / 13卷
关键词
systemic lupus erythematosus; depression; nomogram; prediction; China; SOCIAL SUPPORT; SLEEP QUALITY; YOUNG-ADULTS; PREVALENCE; ANXIETY; RISK; LIFE;
D O I
10.3389/fpsyg.2022.951431
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Systemic lupus erythematosus (SLE) is an inflammatory autoimmune disease with depression as one of its most common symptoms. The aim of this study is to establish a nomogram prediction model to assess the occurrence of depression in patients with SLE. Based on the Hospital Anxiety and Depression Scale cutoff of 8, 341 patients with SLE, recruited between June 2017 and December 2019, were divided into depressive and non-depressive groups. Data on socio-demographic characteristics, medical history, sociopsychological factors, and other risk factors were collected. Between-group differences in clinical characteristics were assessed with depression as the dependent variable and the variables selected by logistic multiple regression as predictors. The model was established using R language. Marital status, education, social support, coping, and anxiety predicted depression (p < 0.05). The nomogram prediction model showed that the risk rate was from 0.01 to 0.80, and the receiver operating characteristic curve analysis showed that the area under the curve was 0.891 (p < 0.001). The calibration curve can intuitively show that the probability of depression predicted by the nomogram model is consistent with the actual comparison. The designed nomogram provides a highly predictive assessment of depression in patients with SLE, facilitating more comprehensive depression evaluation in usual clinical care.
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页数:8
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