“…Some sleep parameters were transformed and unified before the statistical analysis. We conducted a meta-analysis of a total of 15 sleep parameters, TST, WASO, SE%, SL, SS, AWN, N1%, N2%, N3%, SWS%, REM%, REML, AHI, AI, and PLMI, which were included in 26,13,26,16,4,3,22,23,4,20,17,3,6,10, and 21 studies, respectively. Regarding the macroscopic structure of sleep, meta-analysis showed that TST min [SMD = −0.37, 95% CI: (−0.56, −0.18)], SE% [SMD = −0.61, 95% CI: (−0.80, 0.41)], N2% [SMD = −0.49, 95% CI: (−0.62, 0.36)], and REM% [SMD = −0.31, 95% CI: (−0.45, −0.16)] were significantly decreased in patients with RLS compared with the HC group, and the difference was statistically significant, while the WASO min [SMD = 0.57, 95% CI: (0.11, 1.02)], SL min [SMD = 0.34, 95% CI:(0.18 0.50)], SS event/h [SMD = 0.64, 95% CI: (0.33, 0.96)], AWN event/h [SMD = 0.72, 95% CI: (0.33, 1.12)], N1% [SMD = 0.37, 95% CI: (0.15, 0.59)], REML min [SMD = 0.78, 95% CI: (0.39, 1.16)], AI event/h [SMD = 0.61, 95% CI: (0.26, 0.95)], and PLMI event/h [SMD = 1.01, 95% CI: (0.80, 1.23)] were significantly increased, and the difference was statistically significant.…”