Variables | Sleep duration (h/day) | Â | |||||
---|---|---|---|---|---|---|---|
 ≤ 4 (n = 205) | 5–6 (n = 2,009) | 7 (n = 3,276) | 8 (n = 3,673) | 9–10 (n = 2,910) |  > 10 (n = 453) | p value | |
Sociodemographic factors | Â | Â | Â | Â | Â | Â | Â |
Sex |  |  |  |  |  |  |  < 0.001 |
Men | 105 (51.22) | 1025 (51.02) | 1775 (54.18) | 2028 (55.21) | 1448 (49.76) | 220 (48.57) | Â |
Women | 100 (48.78) | 984 (48.98) | 1501 (45.82) | 1645 (44.79) | 1462 (50.24) | 233 (51.43) | Â |
Age (years)†| 58.97 ± 11.36 | 58.19 ± 11.13 | 57.79 ± 11.37 | 57.74 ± 11.64 | 60.80 ± 12.51 | 63.80 ± 13.51 |  < 0.001 |
Lifestyle behaviors | Â | Â | Â | Â | Â | Â | Â |
Smoking | 48 (23.41) | 347 (17.27) | 581 (17.74) | 686 (18.68) | 478 (16.43) | 81 (17.88) | 0.06 |
Alcohol drinking | 23 (11.22) | 172 (8.56) | 294 (8.97) | 319 (8.68) | 197 (6.77) | 29 (6.40) | 0.006 |
Exercising | 82 (40.00) | 1073 (53.41) | 1797 (54.85) | 1922 (52.33) | 1297 (44.57) | 153 (33.77) |  < 0.001 |
BMI (kg/m2)†| 26.31 ± 4.32 | 26.28 ± 4.05 | 25.99 ± 4.15 | 25.88 ± 4.10 | 25.68 ± 4.16 | 25.38 ± 3.91 |  < 0.001 |
Diabetes-related variables | Â | Â | Â | Â | Â | Â | Â |
Duration of diabetes (years)†| 5.31 ± 6.25 | 5.53 ± 6.62 | 5.46 ± 6.49 | 5.42 ± 6.51 | 6.50 ± 7.28 | 7.89 ± 8.45 |  < 0.001 |
Age at diabetes diagnosis > 45 years | 150 (73.17) | 1463 (72.82) | 2351 (71.76) | 2606 (70.95) | 2177 (74.81) | 356 (78.59) |  < 0.001 |
Types of diabetes treatment |  |  |  |  |  |  |  < 0.001 |
Diet or exercise | 14 (6.83) | 138 (6.87) | 241 (7.36) | 248 (6.75) | 158 (5.43) | 17 (3.75) | Â |
Oral hypoglycemic drug | 163 (79.51) | 1658 (82.53) | 2695 (82.26) | 3061 (83.34) | 2377 (81.68) | 373 (82.34) | Â |
Insulin injection | 3 (1.46) | 28 (1.39) | 40 (1.22) | 51 (1.39) | 50 (1.72) | 5 (1.10) | Â |
Both | 25 (12.2) | 185 (9.21) | 300 (9.16) | 313 (8.52) | 325 (11.17) | 58 (12.8) | Â |
Complications | Â | Â | Â | Â | Â | Â | Â |
Hypertension | 101 (49.27) | 947 (47.14) | 1430 (43.65) | 1633 (44.46) | 1388 (47.70) | 235 (51.88) |  < 0.001 |
Hyperlipidemia | 58 (28.29) | 494 (24.59) | 797 (24.33) | 873 (23.77) | 684 (23.51) | 93 (20.53) | 0.29 |
Stroke | 16 (7.8) | 69 (3.43) | 94 (2.87) | 122 (3.32) | 188 (6.46) | 49 (10.82) |  < 0.001 |
Coronary artery disease | 49 (23.9) | 351 (17.47) | 566 (17.28) | 645 (17.56) | 646 (22.20) | 119 (26.27) |  < 0.001 |
Severe hypoglycemia | 2 (0.98) | 11 (0.55) | 22 (0.67) | 31 (0.84) | 26 (0.89) | 6 (1.32) | 0.49 |
Peripheral neuropathy | 25 (12.2) | 195 (9.71) | 263 (8.03) | 319 (8.68) | 333 (11.44) | 55 (12.14) |  < 0.001 |
DKA | 0 (0.00) | 12 (0.60) | 13 (0.40) | 14 (0.38) | 11 (0.38) | 1 (0.22) | 0.68 |
HHNK | 4 (1.95) | 15 (0.75) | 30 (0.92) | 30 (0.82) | 40 (1.37) | 6 (1.32) | 0.10 |
Sleep disorders | 47 (22.93) | 387 (19.26) | 530 (16.18) | 590 (16.06) | 575 (19.76) | 79 (17.44) |  < 0.001 |
OSA | 3 (1.46) | 25 (1.24) | 41 (1.25) | 35 (0.95) | 33 (1.13) | 8 (1.77) | 0.64 |
Medication use | Â | Â | Â | Â | Â | Â | Â |
Hypertension medications | 87 (42.44) | 840 (41.81) | 1253 (38.25) | 1447 (39.40) | 1231 (42.30) | 216 (47.68) |  < 0.001 |
Hyperlipidemia medications | 30 (14.63) | 249 (12.39) | 427 (13.03) | 467 (12.71) | 372 (12.78) | 56 (12.36) | 0.95 |
Cardiovascular medications | 41 (20.00) | 325 (16.18) | 524 (16) | 599 (16.31) | 591 (20.31) | 102 (22.52) |  < 0.001 |
Hypnotic-sedative medications | 71 (34.63) | 510 (25.39) | 739 (22.56) | 883 (24.04) | 831 (28.56) | 154 (34.00) |  < 0.001 |
Biomarkers†|  |  |  |  |  |  |  |
HbA1c (%) | 8.23 ± 1.99 | 7.99 ± 1.76 | 7.89 ± 1.76 | 7.88 ± 1.78 | 7.94 ± 1.86 | 8.03 ± 1.94 | 0.02 |
FPG (mg/dL) | 159.76 ± 69.04 | 154.16 ± 56.35 | 152.25 ± 52.85 | 151.60 ± 51.09 | 155.45 ± 60.98 | 160.75 ± 69.63 | 0.001 |
LDL-C (mg/dL) | 116.13 ± 39.97 | 112.57 ± 35.39 | 112.17 ± 33.49 | 111.54 ± 34.58 | 112.53 ± 36.37 | 114.81 ± 35.72 | 0.23 |
HDL-C (mg/dL) | 43.23 ± 10.32 | 43.08 ± 11.51 | 43.26 ± 11.38 | 43.10 ± 11.42 | 43.12 ± 12.22 | 42.33 ± 12.04 | 0.75 |
TC (mg/dL) | 192.87 ± 48.75 | 187.59 ± 40.93 | 187.53 ± 40.81 | 186.60 ± 41.13 | 189.97 ± 45.49 | 193.24 ± 42 | 0.001 |
TG (mg/dL) | 169.49 ± 158.61 | 159.3 ± 132.7 | 156.36 ± 145.27 | 156.62 ± 136.58 | 171.45 ± 169.22 | 183.34 ± 169.8 |  < 0.001 |
eGFR (ml/min/1.73m2) | 85.30 ± 23.40 | 86.80 ± 22.52 | 87.28 ± 22.56 | 86.54 ± 23.15 | 79.72 ± 26.58 | 75.44 ± 26.94 |  < 0.001 |