Background: Sleep disturbance is well documented as a crucial element that impairs health. Depression and health-related quality of life (HRQOL), which on behalf of a patient's overall perception of emotional, physical and social well-being, are increasingly emphasized self-reported health outcomes especially during the coronavirus disease 2019 (COVID-19) pandemic. Among dialysis patients, sleep disturbance is associated with depression and poorer HRQOL. The study was designed to depict the prevalence of sleep disturbance, and to explore the association among sleep, depression, and HRQOL in patients with non-dialysis chronic kidney disease (CKD) during the COVID-19 pandemic.Methods: A total of 172 non-dialysis CKD patients enrolled in this cross-sectional study, with sociodemographic and clinical data recorded. Sleep, HRQOL, and depression were evaluated via the Pittsburgh Sleep Quality Index (PSQI), the Kidney Disease Quality of Life 36-Item Short-Form Survey (KDQOL-36), and the 9-item Patient Health Questionnaire (PHQ-9), respectively.Results: A total of 100 (58%) met the criteria for poor sleep. Good sleepers had strikingly disparate HRQOL and depression scores compared to poor sleepers. Sleep disorders were significantly associated with decreased HRQOL and increased depression in regression models adjusted or unadjusted for sociodemographic and clinical characteristics. Mediation analysis indicated depression was a significant mediator explaining 51% of the relationship between sleep status with physical component summary (PCS) and played a fully mediating role in the association between sleep and mental component summary (MCS).Conclusions: Our study suggested the high incidence of sleep disorders in patients with non-dialysis CKD during the COVID-19 pandemic, as well as the tight associations among sleep, depression, and HRQOL.Considering the negative influences of sleep and depression on HRQOL, appropriate screening and treatment for these treatable health-related domains are necessary for patients with non-dialysis CKD.