| Literature DB >> 32569417 |
Fu-Shun Yen1, James Cheng-Chung Wei2,3,4, Jia-Sin Liu5, Chih-Cheng Hsu5,6,7, Chii-Min Hwu8,9.
Abstract
AIMS/Entities:
Keywords: All-cause mortality; Cardiovascular disease; Insulin persistence
Mesh:
Substances:
Year: 2020 PMID: 32569417 PMCID: PMC7858118 DOI: 10.1111/jdi.13330
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Flow of selection of cohorts with different insulin persistence from the National Health Insurance Research Database. NHI, National Health Insurance.
Basic characteristics of patients with <90% and ≥90% insulin persistence
| Pre‐propensity score matched | Post‐propensity score matched | |||||||
|---|---|---|---|---|---|---|---|---|
| Persistence ≥90% | Persistence <90% |
| SID | Persistence ≥90% | Persistence <90% |
| SID | |
|
| 169,990 | 123,220 | 111,220 | 111,220 | ||||
| Age group (years) | ||||||||
| 00–17 | 193 (0.1) | 204 (0.2) | <0.001 | 0.077 | 178 (0.2) | 172 (0.2) | 0.75 | 0.038 |
| 18–39 | 6,828 (4.0) | 8,149 (6.6) | <0.001 | 0.241 | 6,178 (5.6) | 6,197 (5.6) | 0.86 | 0.003 |
| 40–64 | 80,081 (47.1) | 57,968 (47.0) | <0.001 | 0.470 | 53,075 (47.7) | 53,238 (47.9) | 0.49 | 0.003 |
| 65–74 | 46,044 (27.1) | 29,730 (24.1) | <0.001 | 0.636 | 27,651 (24.9) | 27,555 (24.8) | 0.64 | 0.004 |
| 75–100 | 36,844 (21.7) | 27,169 (22.0) | <0.001 | 0.443 | 24,138 (21.7) | 24,058 (21.6) | 0.68 | 0.004 |
| Mean (SD) | 63.5 (12.9) | 62.4 (14.2) | <0.001 | 0.086 | 62.8 (13.6) | 62.6 (13.8) | 0.003 | 0.013 |
| Sex | ||||||||
| Male | 84,042 (49.4) | 65,083 (52.8) | <0.001 | 0.371 | 57,518 (51.7) | 57,743 (51.9) | 0.34 | 0.004 |
| Female | 85,948 (50.6) | 58,137 (47.2) | 0.569 | 53,702 (48.3) | 53,477 (48.1) | 0.005 | ||
| Comorbidity | ||||||||
| Hypertension | 121,714 (71.6) | 84,922 (68.9) | <0.001 | 0.524 | 77,259 (69.5) | 77,221 (69.4) | 0.86 | 0.001 |
| Dyslipidemia | 55,497 (32.6) | 41,776 (33.9) | <0.001 | 0.412 | 37,195 (33.4) | 37,303 (33.5) | 0.63 | 0.003 |
| CKD | 61,723 (36.3) | 44,713 (36.3) | <0.001 | 0.469 | 40,232 (36.2) | 40,233 (36.2) | 0.99 | 0.001 |
| CAD | 46,148 (27.1) | 32,289 (26.2) | <0.001 | 0.519 | 29,271 (26.3) | 29,227 (26.3) | 0.83 | 0.002 |
| CHF | 19,395 (11.4) | 15,741 (12.8) | <0.001 | 0.302 | 13,578 (12.2) | 13,585 (12.2) | 0.96 | 0.001 |
| AF | 4,419 (2.6) | 3,953 (3.2) | <0.001 | 0.160 | 3,224 (2.9) | 3,239 (2.9) | 0.85 | 0.005 |
| Stroke | 35,350 (20.8) | 28,130 (22.8) | <0.001 | 0.331 | 24,661 (22.2) | 24,598 (22.1) | 0.75 | 0.003 |
| PAOD | 11,436 (6.7) | 8,453 (6.9) | <0.001 | 0.439 | 7,605 (6.8) | 7,618 (6.8) | 0.91 | 0.002 |
| COPD | 28,000 (16.5) | 23,025 (18.7) | <0.001 | 0.282 | 19,899 (17.9) | 19,851 (17.8) | 0.79 | 0.003 |
| Cirrhosis | 7,218 (4.2) | 6,730 (5.5) | <0.001 | 0.100 | 5,414 (4.9) | 5,414 (4.9) | 0.99 | 0.001 |
| Depression | 3,118 (1.8) | 2,689 (2.2) | <0.001 | 0.213 | 2,251 (2.0) | 2,251 (2.0) | 0.99 | 0.001 |
| Psychotic disorders | 14,596 (8.6) | 138,39 (11.2) | <0.001 | 0.076 | 11,360 (10.2) | 11,349 (10.2) | 0.94 | 0.001 |
| Cancer | 12,937 (7.6) | 105,95 (8.6) | 0.288 | 9,224 (8.3) | 9,245 (8.3) | 0.87 | 0.003 | |
| CCI scores | ||||||||
| ≤1 | 41,161 (24.2) | 28,665 (23.3) | <0.001 | 0.526 | 26,301 (23.6) | 26,416 (23.8) | 0.57 | 0.005 |
| 2 | 33,347 (19.6) | 21,549 (17.5) | <0.001 | 0.635 | 20,051 (18.0) | 20,098 (18.1) | 0.80 | 0.003 |
| 3 | 27,237 (16.0) | 18,667 (15.1) | <0.001 | 0.550 | 17,227 (15.5) | 17,200 (15.5) | 0.87 | 0.002 |
| 4 | 68,245 (40.1) | 54,339 (44.1) | <0.001 | 0.330 | 47,641 (42.8) | 47,506 (42.7) | 0.56 | 0.003 |
| Mean (SD) | 3.4 (2.3) | 3.7 (2.5) | <0.001 | 0.103 | 3.5 (2.4) | 3.6 (2.5) | <0.001 | 0.030 |
| DCSI score | ||||||||
| 0 | 34,892 (20.5) | 27,167 (22.0) | <0.001 | 0.363 | 24,333 (21.9) | 24,350 (21.9) | 0.93 | 0.001 |
| 1 | 34,266 (20.2) | 22,848 (18.5) | <0.001 | 0.590 | 21,301 (19.2) | 21,234 (19.1) | 0.72 | 0.004 |
| 2 | 33,345 (19.6) | 23,728 (19.3) | <0.001 | 0.495 | 21,567 (19.4) | 21,580 (19.4) | 0.94 | 0.001 |
| 3 | 67,487 (39.7) | 49,477 (40.2) | <0.001 | 0.451 | 44,019 (39.6) | 44,056 (39.6) | 0.87 | 0.001 |
| Mean (SD) | 2.3 (2.0) | 2.4 (2.1) | <0.001 | 0.021 | 2.3 (2.0) | 2.3 (2.1) | 0.50 | 0.014 |
| Frequency of OPD visits/year | 4.3 (2.5) | 4 (2.6) | <0.001 | 0.094 | 4.1 (2.4) | 4.1 (2.6) | 0.50 | 0.016 |
| Prescription | ||||||||
| Metformin | 139,226 (81.9) | 102,160 (82.9) | <0.001 | 0.450 | 91,482 (82.3) | 91,530 (82.3) | 0.79 | 0.001 |
| Sulfonylurea | 139,350 (82.0) | 100,169 (81.3) | <0.001 | 0.480 | 90,497 (81.4) | 90,442 (81.3) | 0.76 | 0.001 |
| Meglitinide | 34,202 (20.1) | 26,295 (21.3) | <0.001 | 0.381 | 23,326 (21.0) | 23,273 (20.9) | 0.78 | 0.003 |
| AGI | 61,278 (36.0) | 40,692 (33.0) | <0.001 | 0.596 | 37,634 (33.8) | 37,506 (33.7) | 0.57 | 0.004 |
| TZD | 65,709 (38.7) | 40,998 (33.3) | <0.001 | 0.685 | 38,700 (34.8) | 38,383 (34.5) | 0.16 | 0.009 |
| DPP‐4i | 39,081 (23.0) | 39,374 (32.0) | <0.001 | 0.011 | 33,186 (29.8) | 33,181 (29.8) | 0.98 | 0.001 |
| Insulin | ||||||||
| Basal | 112,981 (66.5) | 88,303 (71.7) | <0.001 | 0.357 | 78,726 (70.8) | 78,486 (70.6) | 0.26 | 0.003 |
| Premixed | 69,218 (40.7) | 44,914 (36.5) | 0.001 | 0.629 | 41,300 (37.1) | 41,446 (37.3) | 0.52 | 0.004 |
| Fast‐acting | 33,940 (20.0) | 31,763 (25.8) | <0.001 | 0.094 | 26,494 (23.8) | 26,502 (23.8) | 0.97 | 0.001 |
| Insulin initiation year | 6.5 (4.1) | 6.2 (4.6) | <0.001 | 0.078 | 6.4 (4.2) | 6.4 (4.6) | 0.35 | 0.004 |
| ACEi/ARBs | 113,140 (66.6) | 75,805 (61.5) | <0.001 | 0.583 | 69,737 (62.7) | 69,679 (62.6) | 0.80 | 0.001 |
| Beta‐blocker | 59,092 (34.8) | 39,813 (32.3) | <0.001 | 0.574 | 36,601 (32.9) | 36,555 (32.9) | 0.84 | 0.001 |
| CCB | 91,063 (53.6) | 61,118 (49.6) | <0.001 | 0.580 | 56,112 (50.5) | 56,008 (50.4) | 0.66 | 0.002 |
| Diuretics | 80,975 (47.6) | 53,320 (43.3) | <0.001 | 0.608 | 48,844 (43.9) | 48,601 (43.7) | 0.30 | 0.006 |
| Statin | 89,056 (52.4) | 63,054 (51.2) | <0.001 | 0.502 | 57,315 (51.5) | 57,314 (51.5) | 0.99 | 0.001 |
| Aspirin | 72,163 (42.5) | 48,545 (39.4) | <0.001 | 0.577 | 44,730 (40.2) | 44,520 (40.0) | 0.36 | 0.005 |
| Propensity score | 0.597 (0.096) | 0.554 (0.104) | <0.001 | 0.426 | 0.565 (0.095) | 0.564 (0.095) | 0.05 | 0.008 |
ACEi, angiotension‐converting enzyme inhibitor; AF, atrial fibrillation; AGI, alpha‐glucosidase inhibitor; ARBs, angiotensin receptor blockers; CAD, coronary artery disease; CCB, calcium channel blocker; CCI, Charlson Comorbidity Index; CHF, congestive heart failure; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; DCSI, Diabetes Complications Severity Index; DPP‐4i, dipeptidyl peptidase‐4 inhibitor; OPD, outpatient department; PAOD, peripheral artery occlusive disease; SD, standard deviation; SID, standardized differences; TZD, thiazolidinedione.
Incident all‐cause and cause‐specific mortality rates in <90 and ≥90% insulin persistence cohorts after propensity score matching
| Outcome | Persistence ≥90% | Persistence <90% | Crude model | Adjusted model | After propensity score matched adjusted model | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Event | IR | Event | IR | Hazard ratio (95% confidence interval) |
| Hazard ratio (95% confidence interval) |
| Hazard ratio (95% confidence interval) |
| |
| All‐cause | 58,980 | 58.26 | 39,602 | 73.21 | 0.79 (0.78–0.80) | <0.001 | 0.80 (0.79–0.81) | <0.001 | 0.80 (0.79–0.81) | <0.001 |
| Cause of death | ||||||||||
| Cancer | 9,556 | 9.44 | 5,979 | 11.05 | 0.86 (0.83–0.88) | <0.001 | 0.88 (0.85–0.91) | <0.001 | 0.88 (0.85–0.92) | <0.001 |
| CAD | 6,704 | 6.62 | 4,076 | 7.54 | 0.86 (0.83–0.90) | <0.001 | 0.84 (0.80–0.87) | <0.001 | 0.83 (0.79–0.86) | <0.001 |
| Stroke | 3,766 | 3.72 | 2,874 | 5.31 | 0.70 (0.66–0.73) | <0.001 | 0.72 (0.69–0.76) | <0.001 | 0.72 (0.69–0.76) | <0.001 |
| Diabetes | 16,277 | 16.08 | 10,660 | 19.71 | 0.81 (0.79–0.83) | <0.001 | 0.82 (0.80–0.84) | <0.001 | 0.82 (0.80–0.84) | <0.001 |
| Liver disease | 2,152 | 2.13 | 1,699 | 3.14 | 0.69 (0.65–0.73) | <0.001 | 0.85 (0.80–0.91) | <0.001 | 0.86 (0.80–0.92) | <0.001 |
| Hypertension | 1,273 | 1.26 | 859 | 1.59 | 0.78 (0.71–0.85) | <0.001 | 0.74 (0.68–0.81) | <0.001 | 0.71 (0.65–0.79) | <0.001 |
| Kidney | 3,808 | 3.76 | 2,310 | 4.27 | 0.86 (0.81–0.90) | <0.001 | 0.82 (0.78–0.86) | <0.001 | 0.82 (0.77–0.87) | <0.001 |
| Accidence | 1,038 | 1.03 | 786 | 1.45 | 0.70 (0.64–0.77) | <0.001 | 0.72 (0.65–0.79) | <0.001 | 0.73 (0.66–0.81) | <0.001 |
| Suicide | 453 | 0.45 | 350 | 0.65 | 0.70 (0.61–0.80) | <0.001 | 0.76 (0.66–0.88) | <0.001 | 0.75 (0.64–0.88) | <0.001 |
| Sepsis | 1,565 | 1.55 | 1,010 | 1.87 | 0.81 (0.75–0.88) | <0.001 | 0.81 (0.75–0.88) | <0.001 | 0.84 (0.77–0.91) | <0.001 |
| Pneumonia | 3,353 | 3.31 | 2,412 | 4.46 | 0.73 (0.69–0.77) | <0.001 | 0.74 (0.70–0.78) | <0.001 | 0.74 (0.70–0.78) | <0.001 |
| Respiratory disease | 1,006 | 0.99 | 779 | 1.44 | 0.68 (0.62–0.75) | <0.001 | 0.73 (0.67–0.81) | <0.001 | 0.75 (0.67–0.83) | <0.001 |
| Other | 8,029 | 7.93 | 5,808 | 10.74 | 0.73 (0.71–0.76) | <0.001 | 0.74 (0.72–0.77) | <0.001 | 0.74 (0.71–0.76) | <0.001 |
Incidence rate (IR; per 1,000 people per year).
Adjusted for variables, including: age, sex, comorbidities, Charlson comorbidity index, Diabetes Complications Severity Index scores, outpatient department visits per year, anti‐diabetic and anti‐hypertensive drugs, statin and aspirin.
Hazard ratios for all‐cause mortality rates versus different proportions of insulin persistence
| Insulin persistence (%) |
| Crude model | Adjusted model | ||
|---|---|---|---|---|---|
| Hazard ratio (95% confidence interval) |
| Hazard ratio (95% confidence interval) |
| ||
| <50 | 73,284 | 1.24 (1.22–1.26) | <0.001 | 1.22 (1.20–1.24) | <0.001 |
| 50–69 | 27,262 | 1.29 (1.27–1.32) | <0.001 | 1.29 (1.26–1.32) | <0.001 |
| 70–89 | 22,674 | 1.34 (1.31–1.38) | <0.001 | 1.29 (1.25–1.32) | <0.001 |
| >90 | 169,990 | Reference | Reference | ||
Adjusted for variables, including: age, sex, comorbidities, Charlson comorbidity index, Diabetes Complications Severity Index scores, outpatient department visits per year, anti‐diabetic and anti‐hypertensive drugs, statin and aspirin.
Figure 2Subgroup analysis. Effects of ≥90% versus <90% insulin persistence on all‐cause mortality risks in patients with type 2 diabetes mellitus. AF, atrial fibrillation; CAD, coronary artery disease; CCI, Charlson Comorbidity Index; CHD, congestive heart failure; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; DCSI, Diabetes Complications Severity Index; PAOD, peripheral artery occlusive disease.