| Literature DB >> 31118445 |
Xiaoling Cai1, Dayi Hu2, Changyu Pan3, Guangwei Li4, Juming Lu3, Qiuhe Ji5, Benli Su6, Haoming Tian7, Shen Qu8, Jianping Weng9, Danyi Zhang10, Jie Xu10, Linong Ji11.
Abstract
Nationwide data on glycemic control, blood pressure (BP) control and lipid control in patients with newly diagnosed type 2 diabetes were vacant in China. The aim of this study was to assess the clinical outcomes for these patients. This is an observational prospective cohort study with 12 months of follow up. Patients with a diagnosis of type 2 diabetes less than 6 months were enrolled. Hemoglobin A1c (HbA1c) levels, BP levels and lipid levels were collected at baseline and the follow-ups. This study was registered at www.clinicaltrials.gov (NCT01525693). A total of 5770 participants from 79 hospitals across six geographic regions of China were recruited. After 12 months of treatment, 68.5% of these patients achieved HbA1c <7.0%; 83.7% reached BP <140/90 mmHg; 48.2% met low density lipoprotein cholesterol (LDL-c) <2.6 mmol/L; and 29.5% of patients reached the combined three therapeutic targets. Compared to those patients with baseline HbA1c <7.0%, patients with baseline HbA1c ≥7.0% had higher failure rate to reach glycemic control (relative risk (RR) = 2.04, p < 0.001), BP control (RR = 1.21, p < 0.001) and LDL-c control (RR = 1.11, p < 0.001). Obese patients had higher possibilities of failure in glucose control (RR = 1.05, p = 0.004), BP control (RR = 1.62, p < 0.001) and lipid control (RR = 1.09, p = 0.001) than patients with normal weight. The active smokers were more likely to fail in glycemic control than non-smokers (RR = 1.06, p = 0.002), and patients with physical activities were less likely to fail in lipid control than patients without exercises (RR = 0.93, p = 0.008). This study outlined the burdens of glycemic control, blood pressure control, lipid control in newly diagnosed type 2 diabetic patients in China, identified gaps in the quality of care and risk-factor control and revealed the factors influencing these gaps.Entities:
Mesh:
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Year: 2019 PMID: 31118445 PMCID: PMC6531462 DOI: 10.1038/s41598-019-44169-4
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Baseline Characteristics of newly diagnosed patients with type 2 diabetes in China.
| Characteristics | Total |
|---|---|
|
| 5770 |
| 55.7 ± 12.6 | |
| Age (yr), N (%) | |
| 20–<65 yrs | 4408 (76.4%) |
| ≥65 yrs | 1362 (23.6%) |
| Gender, N (%) | |
| Male | 3130 (54.2%) |
| Female | 2640 (45.8%) |
| Smoking status, N (%) | |
| None | 3902 (67.6%) |
| Current | 1271 (22.0%) |
| Previous | 505 (8.8%) |
| Passive | 92 (1.6%) |
| Drinking status, N (%) | |
| None | 4860 (84.2%) |
| Current | 619 (10.7%) |
| Previous | 291 (5.0%) |
| Physical Activities, N (%) | |
| No exercises | 1348 (23.4%) |
| ≤3 times/week | 2406 (41.7%) |
| >3 times/week | 2016 (34.9%) |
| Medicine Compliance, N (%) | |
| Yes | 5278 (91.5%) |
| No | 492 (8.5%) |
| BMI (kg/m2), mean ± SD | 25.0 ± 3.4 |
| BMI Category, N (%) | |
| <24 kg/m2 | 2249 (39.0%) |
| 24–<28 kg/m2 | 2544 (44.1%) |
| ≥28 kg/m2 | 977 (16.9%) |
| Family history of diabetes: N (%) | |
| Yes | 1628 (28.2) |
| No | 3962 (68.7) |
| Unknown | 180 (3.1) |
| Family history of cardiovascular disease: N (%) | |
| No | 4429 (76.8) |
| Yes | 1067 (18.5) |
| Unknown | 274 (4.7) |
| Hypertension, N (%) | 2152 (37.3%) |
| Years of HTN diagnosis, mean ± SD | 7.9 ± 8.5 |
| Anti-hypertensive drug use, N (%) | 1670 (77.6) |
| Dyslipidemia, N (%) | 2670 (46.3%) |
| Years of dyslipidemia diagnosis, mean ± SD | 1.8 ± 4.0 |
| Lipid-lowering drug use, N (%) | 1308 (49.0) |
| Region | |
| North | 573 (9.9) |
| South | 915 (15.9) |
| East | 782 (13.6) |
| Southwest | 1503 (26.0) |
| Northeast | 856 (14.8) |
| Northwest | 1141 (19.8) |
| Hospital Tier | |
| 1st tier | 1364 (23.6) |
| 2nd tier | 1577 (27.3) |
| 3rd tier | 2829 (49.0) |
| Education | |
| Illiteracy | 192 (3.3) |
| Elementary school | 850 (14.7) |
| Middle school | 1658 (28.7) |
| High school | 1502 (26.0) |
| 2–3 Year College | 789 (13.7) |
| 4 Year college or over | 777 (13.5) |
| Insurance | |
| Medical insurance for urban workers | 4069 (70.5) |
| Rural cooperative medical care | 782 (13.6) |
| Public or labor health insurance | 345 (6.0) |
| Commercial Insurance | 36 (0.6) |
| Other medical insurance | 121 (2.1) |
| No insurance | 417 (7.2) |
| Family income | |
| <500 | 157 (2.7) |
| 500–2000 | 1339 (23.2) |
| 2000–5000 | 2479 (43.0) |
| >5000 | 899 (15.6) |
| Unknown | 896 (15.5) |
| Comorbidities | |
| Diabetes only | 2090 (36.2) |
| Diabetes + Hypertension | 1010 (17.5) |
| Diabetes + Dyslipidemia | 1528 (26.5) |
| Diabetes + Hypertension + Dyslipidemia | 1142 (19.8) |
| HbA1c % (mmol/mol), mean ± SD | |
| Total | 8.4 ± 2.5 (68 ± 19) |
| Diet and exercises alone | 8.3 ± 2.4 (67 ± 18) |
| Herbal medicine | 7.0 ± 1.6 (53 ± 12) |
| One OHA, no insulin | 7.4 ± 1.9 (57 ± 14) |
| Two OHAs, no insulin | 8.3 ± 2.3 (67 ± 17) |
| More than two OHAs, no insulin | 8.8 ± 2.6 (73 ± 20) |
| Insulin only, no OHA | 9.8 ± 2.7 (84 ± 20) |
| Insulin + one OHA | 10.0 ± 2.7 (86 ± 20) |
| Insulin + two OHAs | 10.2 ± 2.7 (88 ± 20) |
| Insulin + more than two OHAs | 10.5 ± 2.7 (91 ± 20) |
Visit completion by hospital tier and regions.
| Baseline | Visit 1 | Visit 2 | Visit 3 | Visit 4 | |
|---|---|---|---|---|---|
| Hospital Tier | |||||
| 1st tier | 1364 (23.6, 100.0) | 1321 (26.5, 96.8) | 1305 (27.1, 95.7) | 1268 (27.2, 93.0) | 1242 (27.2, 91.1) |
| 2nd tier | 1577 (27.3, 100.0) | 1416 (28.4, 89.8) | 1396 (29.0, 88.5) | 1320 (28.3, 83.7) | 1286 (28.2, 81.5) |
| 3rd tier | 2829 (49.0, 100.0) | 2252 (45.1, 79.6) | 2116 (43.9, 74.8) | 2070 (44.4, 73.2) | 2034 (44.6, 71.9) |
| Regions | |||||
| North | 573 (9.9, 100.0) | 555 (11.1, 96.9) | 530 (11.0, 92.5) | 501 (10.8, 87.4) | 479 (10.5, 83.6) |
| South | 915 (15.9, 100.0) | 763 (15.3, 83.4) | 705 (14.6, 77.0) | 648 (13.9, 70.8) | 589 (12.9, 64.4) |
| East | 782 (13.6, 100.0) | 663 (13.3, 84.8) | 639 (13.3, 81.7) | 615 (13.2, 78.6) | 603 (13.2, 77.1) |
| Southwest | 1503 (26.0, 100.0) | 1238 (24.8, 82.4) | 1203 (25.0, 80.0) | 1155 (24.8, 76.8) | 1145 (25.1, 76.2) |
| Northeast | 856 (14.8, 100.0) | 768 (15.4, 89.7) | 751 (15.6, 87.7) | 738 (15.8, 86.2) | 725 (15.9, 84.7) |
| Northwest | 1141 (19.8, 100.0) | 1002 (20.1, 87.8) | 989 (20.5, 86.7) | 1001 (21.5, 87.7) | 1021 (22.4, 89.5) |
| Total | 5770 (100.0, 100.0) | 4989 (100.0, 86.5) | 4817 (100.0, 83.5) | 4658 (100.0, 80.7) | 4562 (100.0, 79.1) |
Figure 1Proportion of patients reaching the target of HbA1c <7.0%, BP <140/90 mmHg, LDL-C <2.6 mmol/L in newly diagnosed type 2 diabetes patients at baseline and during the 12 months of follow-ups. (A) Proportion of patients reaching the target of HbA1c <7.0% at baseline and during the 12 months of follow-ups (p < 0.05), proportion of patients reaching the intensive target of HbA1c <6.5% at baseline and during the 12 months of follow-ups (p < 0.05). (B) Proportion of patients reaching the target of BP <140/90 mmHg at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend) and in patients with hypertension (HTN) (p < 0.05 for trend), proportion of patients reaching the intensive target of BP < 140/80 mmHg at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend) and in patients with hypertension (HTN) (p < 0.05 for trend). (C) Proportion of patients reaching the target of LDL-C <2.6 mmol/L at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend) and in patients with dyslipidemia (DYLP) (p < 0.05 for trend). (D) Proportion of patients reaching the combined three therapeutic targets (HbA1c <7.0%, BP <140/90 mmHg and LDL-C <2.6 mmol/L) at baseline and during the 12 months of follow-ups (p < 0.05 for trend); proportion of patients reaching the combined three therapeutic targets (HbA1c <6.5%, BP <140/80 mmHg and LDL-C <2.6 mmol/L) at baseline and during the 12 months of follow-ups (p < 0.05 for trend).
Figure 2Proportion of patients reaching the target of HbA1c <7.0%, BP <140/90 mmHg, LDL-C <2.6 mmol/L in newly diagnosed type 2 diabetes patients at baseline and during the 12 months of follow-ups categorized by comorbidities. (A) Proportion of patients reaching the target of HbA1c <7.0% at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend), in patients with diabetes only (p < 0.05 for trend), in patients with diabetes and hypertension (p < 0.05 for trend), in patients with diabetes and dyslipidemia (p < 0.05 for trend), in patients with diabetes, hypertension and dyslipidemia (p < 0.05 for trend). (B) Proportion of patients reaching the target of BP <140/90 mmHg at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend), in patients with diabetes only (p < 0.05 for trend), in patients with diabetes and hypertension (p < 0.05 for trend), in patients with diabetes and dyslipidemia (p < 0.05 for trend), in patients with diabetes, hypertension and dyslipidemia (p < 0.05 for trend). (C) Proportion of patients reaching the target of LDL-C <2.6 mmol/L at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend), in patients with diabetes only (p < 0.05 for trend), in patients with diabetes and hypertension (p < 0.05 for trend), in patients with diabetes and dyslipidemia (p < 0.05 for trend), in patients with diabetes, hypertension and dyslipidemia (p < 0.05 for trend). (D) Proportion of patients reaching the three targets of HbA1c <7.0%, BP <140/90 mmHg and LDL-C <2.6 mmol/L altogether at baseline and during the 12 months of follow-ups in total patients (p < 0.05 for trend), in patients with diabetes only (p < 0.05 for trend), in patients with diabetes and hypertension (p < 0.05 for trend), in patients with diabetes and dyslipidemia (p < 0.05 for trend), in patients with diabetes, hypertension and dyslipidemia (p < 0.05 for trend).
Figure 3Changes in HbA1c and glucose level, SBP and DBP, lipid profiles, body weight and BMI in newly diagnosed type 2 diabetic patients within 12 months of follow-ups. (A) Changes in HbA1c (p < 0.05 for trend) and fasting glucose level (p < 0.05 for trend) within 12 months of follow-ups. (B) Changes in SBP (p < 0.05 for trend) and DBP (p < 0.05 for trend) within 12 months of follow-ups. (C) Changes in TC (p < 0.05 for trend), TG (p < 0.05 for trend), LDL-c (p < 0.05 for trend) and HDL-c (p < 0.05 for trend) within 12 months of follow-ups. (D) Changes in body weight (p < 0.05 for trend) and BMI (p < 0.05 for trend) within 12 months of follow-ups.
Proportion of T2D patients reached HbA1c <7.0%, BP <140/90 mmHg and LDL-c <2.6 mmol/L by Patient Characteristics.
| Characteristics | HbA1c <7.0% | BP <140/90 mmHg | LDL-c <2.6 mmol/L | All the three targets reached | ||||
|---|---|---|---|---|---|---|---|---|
| Baseline | 12 month | Baseline | 12 month | Baseline | 12 month | Baseline | 12 month | |
|
| 2096 (36.8) | 3073 (68.5) | 4358 (75.5) | 3819 (83.7) | 2139 (37.6) | 2113 (48.2) | 655 (11.6) | 1283 (29.5) |
| Gender | ||||||||
| Male | 988 (32.0) | 1558 (65.9) | 2363 (75.5) | 2023 (83.7) | 1203 (39.1) | 1152 (49.7) | 320 (10.5) | 677 (29.4) |
| Female | 1108 (42.6) | 1515 (71.5) | 1995 (75.6) | 1796 (83.7) | 936 (35.8) | 961 (46.6) | 335 (13.0) | 606 (29.6) |
| Age (year) | ||||||||
| 20–<65 | 1458 (33.5) | 2288 (68.0) | 3436 (77.9) | 2958 (86.2) | 1608 (37.0) | 1599 (48.5) | 476 (11.1) | 996 (30.4) |
| >=65 | 638 (47.8) | 785 (70.2) | 922 (67.7) | 861 (76.1) | 531 (39.4) | 514 (47.5) | 179 (13.5) | 287 (26.7) |
| Smoking | ||||||||
| None | 1569 (40.9) | 2142 (70.0) | 2960 (75.9) | 2595 (83.6) | 1426 (37.0) | 1421 (47.7) | 482 (12.7) | 867 (29.3) |
| Current | 331 (26.2) | 601 (62.2) | 967 (76.1) | 835 (84.2) | 484 (38.8) | 462 (48.6) | 115 (9.3) | 264 (28.0) |
| Previous | 157 (31.6) | 265 (71.0) | 364 (72.1) | 324 (84.8) | 203 (40.8) | 195 (53.0) | 50 (10.1) | 127 (34.8) |
| Passive | 39 (42.9) | 65 (78.3) | 67 (72.8) | 65 (78.3) | 26 (28.9) | 35 (42.2) | 8 (8.9) | 25 (30.1) |
| Drinking | ||||||||
| None | 1852 (38.6) | 2626 (69.1) | 3700 (76.0) | 3246 (84.0) | 1790 (37.3) | 1777 (47.9) | 576 (12.1) | 1087 (29.5) |
| Current | 174 (28.2) | 302 (64.0) | 450 (72.6) | 401 (83.4) | 239 (39.2) | 225 (48.4) | 59 (9.7) | 129 (27.9) |
| Previous | 70 (25.0) | 145 (69.7) | 208 (73.5) | 172 (80.0) | 110 (39.3) | 111 (53.9) | 20 (7.2) | 67 (33.0) |
| Physical Activities | ||||||||
| No exercises | 405 (30.3) | 660 (64.5) | 996 (73.9) | 870 (82.5) | 474 (35.8) | 460 (46.3) | 117 (8.9) | 266 (27.2) |
| Occasional exercises | 841 (35.5) | 1279 (68.3) | 1829 (76.0) | 1590 (83.9) | 929 (39.0) | 892 (48.8) | 275 (11.7) | 534 (29.4) |
| Regular exercises | 850 (42.8) | 1134 (71.4) | 1533 (76.0) | 1359 (84.3) | 736 (37.1) | 761 (48.8) | 263 (13.3) | 483 (31.1) |
| Medication Compliance | ||||||||
| Yes | 1844 (35.5) | 2754 (68.1) | 4005 (75.9) | 3473 (84.3) | 1980 (38.1) | 1911 (48.5) | 597 (11.6) | 1166 (29.8) |
| No | 252 (51.6) | 319 (72.7) | 353 (71.7) | 346 (78.5) | 159 (32.4) | 202 (46.0) | 58 (11.9) | 117 (26.7) |
| BMI (kg/m2) | ||||||||
| <24.0 | 790 (35.7) | 1308 (70.3) | 1803 (80.2) | 1662 (87.9) | 875 (39.5) | 920 (51.0) | 271 (12.4) | 602 (33.6) |
| 24.0–<28.0 | 978 (39.1) | 1339 (69.2) | 1905 (74.9) | 1642 (83.5) | 940 (37.4) | 892 (47.0) | 301 (12.1) | 543 (28.9) |
| ≥28.0 | 328 (33.7) | 426 (62.0) | 650 (66.5) | 515 (73.2) | 324 (33.7) | 301 (44.3) | 83 (8.6) | 138 (20.5) |
| Patient Category | ||||||||
| Diabetes | 752 (36.6) | 1091 (67.4) | 1880 (90.0) | 1490 (90.5) | 882 (42.9) | 808 (51.1) | 303 (14.9) | 524 (33.4) |
| Diabetes + HTN | 471 (47.1) | 582 (73.5) | 500 (49.4) | 567 (70.9) | 432 (43.2) | 375 (48.5) | 128 (12.9) | 214 (27.8) |
| Diabetes + Dyslipidemia | 415 (27.6) | 752 (64.4) | 1371 (89.6) | 1071 (89.7) | 428 (28.3) | 528 (46.2) | 118 (7.9) | 304 (26.8) |
| Diabetes + HTN + Dyslipidemia | 458 (40.7) | 648 (71.6) | 607 (53.2) | 691 (74.9) | 397 (35.3) | 402 (45.5) | 106 (9.5) | 241 (27.6) |
| Family Diabetics History | ||||||||
| No | 1493 (38.2) | 2094 (68.8) | 2972 (75.0) | 2583 (83.2) | 1503 (38.5) | 1446 (48.7) | 459 (11.9) | 873 (29.7) |
| Yes | 522 (32.5) | 865 (67.0) | 1252 (76.9) | 1111 (84.8) | 575 (35.8) | 592 (46.6) | 176 (11.1) | 360 (28.5) |
| Unknown | 81 (46.0) | 114 (77.0) | 134 (74.4) | 125 (83.9) | 61 (34.5) | 75 (53.6) | 20 (11.4) | 50 (35.7) |
| Family CVD History | ||||||||
| No | 1572 (36.0) | 2276 (67.1) | 3379 (76.3) | 2889 (83.6) | 1663 (38.1) | 1598 (48.2) | 494 (11.4) | 939 (28.6) |
| Yes | 410 (39.0) | 636 (73.3) | 769 (72.1) | 737 (83.7) | 390 (36.9) | 409 (47.9) | 140 (13.4) | 281 (33.1) |
| Unknown | 114 (41.9) | 161 (71.9) | 210 (76.6) | 193 (85.8) | 86 (31.5) | 106 (50.0) | 21 (7.7) | 63 (29.7) |
| Region | ||||||||
| North | 242 (42.9) | 374 (78.1) | 489 (85.3) | 437 (91.2) | 205 (36.0) | 197 (41.3) | 95 (16.9) | 151 (31.7) |
| South | 426 (47.0) | 437 (75.0) | 688 (75.2) | 487 (82.7) | 314 (34.5) | 221 (38.2) | 123 (13.6) | 152 (26.3) |
| East | 283 (36.7) | 414 (69.1) | 609 (77.9) | 503 (83.4) | 292 (38.3) | 306 (51.3) | 102 (13.5) | 188 (31.6) |
| Southwest | 478 (32.8) | 756 (69.7) | 1148 (76.4) | 960 (83.8) | 620 (42.2) | 563 (55.7) | 154 (10.7) | 334 (33.7) |
| Northeast | 250 (29.4) | 434 (60.1) | 584 (68.2) | 621 (85.7) | 256 (30.3) | 344 (48.0) | 63 (7.5) | 180 (25.2) |
| Northwest | 417 (36.6) | 658 (64.8) | 840 (73.6) | 811 (79.4) | 452 (39.8) | 482 (48.2) | 118 (10.4) | 278 (28.0) |
| Hospital Classification | ||||||||
| 1st tier | 893 (65.7) | 908 (73.3) | 1005 (73.7) | 980 (78.9) | 494 (36.3) | 606 (49.0) | 270 (19.9) | 371 (30.1) |
| 2nd tier | 457 (29.2) | 842 (65.6) | 1131 (71.7) | 1109 (86.2) | 559 (35.8) | 512 (40.3) | 133 (8.5) | 311 (24.5) |
| 3rd tier | 746 (27.0) | 1323 (67.4) | 2222 (78.5) | 1730 (85.1) | 1086 (39.2) | 995 (53.1) | 252 (9.3) | 601 (32.6) |
| Hypoglycemic treatment pattern | ||||||||
| None | 931 (37.3) | 749 (73.8) | / | / | / | / | 259 (10.5) | 284 (29.1) |
| Chinese Herbs only | 33 (68.8) | 34 (69.4) | / | / | / | / | 7 (14.6) | 11 (22.4) |
| One OHD | 666 (51.5) | 1121 (74.3) | / | / | / | / | 223 (17.3) | 466 (31.6) |
| Two OHD | 258 (35.3) | 600 (67.3) | / | / | / | / | 95 (13.1) | 257 (29.6) |
| Over Two OHD | 39 (32.5) | 82 (59.9) | / | / | / | / | 13 (10.8) | 33 (25.0) |
| Insulin Alone | 103 (18.7) | 259 (57.6) | / | / | / | / | 37 (6.9) | 116 (26.7) |
| Insulin + One OHD | 47 (15.1) | 166 (55.1) | / | / | / | / | 15 (4.9) | 87 (30.0) |
| Insulin + Two OHD | 15 (12.6) | 53 (47.7) | / | / | / | / | 4 (3.4) | 26 (24.8) |
| Insulin + Over Two OHD | 4 (16.7) | 9 (45.0) | / | / | / | / | 2 (8.7) | 3 (15.8) |
Associations of Baseline and Time-varying Risk Factors on the failure of HbA1c, blood pressure and LDL-c controls.
| Characteristics | HbA1c ≥7.0% | BP ≥140/90 mmHg | LDL-c ≥2.6 mmol/L | ||||||
|---|---|---|---|---|---|---|---|---|---|
| RR (95%CI) | P value | Global P value | RR (95% CI) | P value | Global P value | RR (95% CI) | P value | Global P value | |
| Medication groups: | |||||||||
| None or herbal medicine only | Ref. | <0.0001 | Ref. | <0.0001 | Ref. | <0.0001 | |||
| One OHD | 0.93 (0.90–0.96) | <0.0001 | 0.83 (0.76–0.90) | <0.0001 | 0.92 (0.89–0.96) | 0.0002 | |||
| Two more OHD | 0.98 (0.90–1.05) | 0.5284 | 0.78 (0.70–0.86) | <0.0001 | 0.87 (0.83–0.91) | <0.0001 | |||
| Insulin Alone | 1.06 (1.01–1.11) | 0.0194 | 0.82 (0.72–0.94) | 0.0037 | 0.90 (0.84–0.95) | 0.0007 | |||
| Insulin + One OHD | 1.09 (1.03–1.15) | 0.0034 | 0.76 (0.65–0.89) | 0.0008 | 0.83 (0.77–0.90) | <0.0001 | |||
| Insulin + ≥ Two OHD | 1.14 (1.05–1.23) | 0.0050 | 0.83 (0.65–1.05) | 0.1187 | 0.78 (0.69–0.89) | 0.0002 | |||
| Patient Category: | |||||||||
| Diabetes only | Ref. | <0.0001 | Ref. | <0.0001 | Ref. | <0.0001 | |||
| Diabetes + Hypertension | 0.93 (0.90–0.96) | <0.0001 | 3.67 (3.26–4.14) | <0.0001 | 1.04 (0.98–1.10) | 0.2417 | |||
| Diabetes + Dyslipidemia | 0.99 (0.96–1.02) | 0.6538 | 1.09 (0.94–1.27) | 0.2689 | 1.18 (1.13–1.24) | <0.0001 | |||
| Diabetes + Hypertension + Dyslipidemia | 0.95 (0.91–0.98) | 0.0010 | 3.37 (2.99–3.80) | <0.0001 | 1.12 (1.06–1.18) | <0.0001 | |||
| Baseline HbA1c level: | |||||||||
| <7.0% | Ref. | <0.0001 | Ref. | <0.0001 | Ref. | <0.0001 | |||
| >=7.0% | 2.04 (1.98–2.10) | <0.0001 | 1.21 (1.13–1.30) | <0.0001 | 1.11 (1.07–1.15) | <0.0001 | |||
| BMI groups: | |||||||||
| <24 kg/m2 | Ref. | 0.02 | Ref. | <0.0001 | Ref. | 0.0040 | |||
| 24–28 kg/m2 | 1.01 (0.99–1.04) | 0.2124 | 1.18 (1.08–1.28) | 0.0003 | 1.04 (1.00–1.08) | 0.0579 | |||
| >=28 kg/m2 | 1.05 (1.02–1.08) | 0.0044 | 1.62 (1.46–1.79) | <0.0001 | 1.09 (1.04–1.15) | 0.0009 | |||
| Gender: | |||||||||
| Male | Ref. | 0.21 | Ref. | 0.0055 | Ref. | 0.0061 | |||
| Female | 0.98 (0.96–1.01) | 0.2156 | 0.87 (0.80–0.96) | 0.0047 | 1.07 (1.02–1.12) | 0.0064 | |||
| Age groups: | |||||||||
| <65 years | Ref. | 0.006 | Ref. | <0.0001 | Ref. | 0.0744 | |||
| >=65 years | 1.03 (1.01–1.06) | 0.0067 | 1.27 (1.16–1.39) | <0.0001 | 1.04 (1.00–1.09) | 0.0719 | |||
| Smoking | |||||||||
| None | Ref. | 0.004 | Ref. | 0.3268 | Ref. | 0.3430 | |||
| Current | 1.06 (1.02–1.09) | 0.0021 | 0.94 (0.84–1.05) | 0.2861 | 1.02 (0.96–1.07) | 0.5952 | |||
| Previous | 0.99 (0.94–1.04) | 0.7341 | 0.88 (0.76–1.03) | 0.1110 | 0.99 (0.91–1.07) | 0.7688 | |||
| Passive | 0.94 (0.86–1.02) | 0.1555 | 1.09 (0.87–1.36) | 0.4649 | 1.12 (0.99–1.26) | 0.0761 | |||
| Drinking | |||||||||
| None | Ref. | 0.07 | Ref. | 0.2766 | Ref. | 0.2335 | |||
| Current | 0.97 (0.92–1.02) | 0.1892 | 1.08 (0.95–1.23) | 0.2350 | 0.97 (0.91–1.04) | 0.3779 | |||
| Previous | 0.93 (0.86–1.00) | 0.0370 | 1.13 (0.94–1.35) | 0.1832 | 0.92 (0.84–1.02) | 0.1235 | |||
| Physical Activities | |||||||||
| No exercises | Ref. | 0.71 | Ref. | 0.7118 | Ref. | 0.0078 | |||
| <3 times/week | 0.99 (0.95–1.02) | 0.4248 | 0.97 (0.88–1.06) | 0.4677 | 0.93 (0.88–0.97) | 0.0018 | |||
| >=3 times/week | 0.99 (0.95–1.02) | 0.4686 | 0.96 (0.87–1.06) | 0.4509 | 0.94 (0.90–0.99) | 0.0204 | |||
| Site area | |||||||||
| North | Ref. | <0.0001 | Ref. | <0.0001 | Ref. | <0.0001 | |||
| South | 1.04 (1.01–1.08) | 0.0258 | 1.90 (1.57–2.30) | <0.0001 | 1.07 (1.00–1.15) | 0.0603 | |||
| East | 1.08 (1.04–1.12) | 0.0001 | 1.71 (1.41–2.08) | <0.0001 | 0.98 (0.90–1.06) | 0.5534 | |||
| Southwest | 1.08 (1.04–1.11) | <0.0001 | 2.03 (1.69–2.46) | <0.0001 | 0.84 (0.78–0.90) | <0.0001 | |||
| Northeast | 1.12 (1.08–1.16) | <0.0001 | 2.47 (2.03–3.01) | <0.0001 | 1.01 (0.94–1.09) | 0.7283 | |||
| Northwest | 1.14 (1.11–1.17) | <0.0001 | 2.13 (1.78–2.56) | <0.0001 | 0.95 (0.88–1.02) | 0.1279 | |||
| Hospital tier | |||||||||
| 1st tier | Ref. | <0.0001 | Ref. | 0.0220 | Ref. | 0.0003 | |||
| 2nd tier | 0.98 (0.95–1.01) | 0.2882 | 0.89 (0.79–0.99) | 0.0377 | 1.08 (1.03–1.14) | 0.0024 | |||
| 3rd tier | 0.90 (0.87–0.94) | <0.0001 | 0.87 (0.79–0.96) | 0.0058 | 0.99 (0.94–1.05) | 0.7810 | |||
Figure 4Association between adverse event and current medication.
Figure 5Proportion of hypoglycemic medications identified in reported adverse events.
Hypoglycemia Events and Severity.
| Baseline | 3 months | 6 months | 9 months | 12 months | |
|---|---|---|---|---|---|
| Mild HEs | 395 (6.85) | 231 (4.63) | 136 (2.83) | 120 (2.20) | 111 (2.44) |
| Moderate HEs | 22 (0.38) | 17 (0.34) | 14 (0.29) | 4 (0.09) | 7 (0.15) |
| Severe HEs | 8 (0.14) | 0 (0.00) | 3 (0.06) | 1 (0.02) | 2 (0.04) |
| Very severe HEs | 7 (0.12) | 5 (0.10) | 4 (0.08) | 1 (0.02) | 2 (0.04) |