1. Construction and validation of risk nomogram model for sleep disorders in maintenance hemodialysis patients
- Author
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Jie Wu, Hou-liang Chen, and Yan-na Yang
- Subjects
maintenance hemodialysis ,sleep disorder ,risk factor ,nomogram ,model construction ,Internal medicine ,RC31-1245 - Abstract
Objective To explore the risk factors for sleep disorders in maintenance hemodialysis (MHD) patients and construct a risk prediction model. Methods A retrospective study was conducted among 198 patients who underwent MHD between January 2018 and December 2022. Based upon whether or not there were complications of sleep disorders, they were assigned into two groups of sleep disorder (n = 134) and non-sleep disorder (n = 64). Uni/multivariate Logistic regression analyses were performed for identifying the risk factors for sleep disorders in MHD patients. A nomogram model for sleep disorders in MHD patients was constructed with software R. The discrimination and calibration of this model were tested using the receiver operating characteristic (ROC) curve and calibration curve. Internal validation of this model was conducted byBootstrap. Results The total PSQI score was (10.32 ± 1.34). There were 134 patients with PSQI score ≥7 and the incidence of sleep disorders was 67.68%(134/198). Uni/multivariate Logistic regression analyses revealed that dialysis duration (OR = 1.573), skin pruritus (OR = 3.044), restless leg syndrome (RSL)(OR = 2.722) and serum parathyroid hormone (PTH)(OR = 1.030) were risk factors for sleep disorders in MHD patients (P
- Published
- 2024
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