| Literature DB >> 32845558 |
Krishna K Patel1,2, Marilia B Gomes3, Bernard Charbonnel4, Hungta Chen5, Javier Cid-Ruzafa6, Peter Fenici7, Niklas Hammar8, Linong Ji9, Kevin F Kennedy1, Kamlesh Khunti10, Mikhail Kosiborod1,2, Stuart Pocock11, Marina V Shestakova12, Iichiro Shimomura13, Filip Surmont14, Hirotaka Watada15, Suzanne V Arnold1,2.
Abstract
AIM: To investigate global patterns of cardiovascular risk factor control in patients with type 2 diabetes mellitus (T2D).Entities:
Keywords: cardiac risk factors; global patterns; type 2 diabetes mellitus
Mesh:
Substances:
Year: 2020 PMID: 32845558 PMCID: PMC7756755 DOI: 10.1111/dom.14180
Source DB: PubMed Journal: Diabetes Obes Metab ISSN: 1462-8902 Impact factor: 6.577
Baseline characteristics of patients with type 2 diabetes with and without optimal comprehensive cardiovascular risk factor control in the DISCOVER study
| Characteristic | Total | Cardiovascular risk factors with optimal control |
| |
|---|---|---|---|---|
| n = 14 343 | Yes n = 3088 | No n = 11 255 | ||
|
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| Age, years, mean ± SD | 57.4 ± 12.0 | 54.2 ± 13.5 | 58.2 ± 11.5 | <0.001 |
| Male sex, n (%) | 7714 (53.8) | 1585 (51.3) | 6129 (54.5) | 0.002 |
| Self‐reported ethnicity, n (%) | <0.001 | |||
| White | 3608 (26.4) | 582 (19.6) | 3026 (28.3) | |
| Black | 304 (2.2) | 68 (2.3) | 236 (2.2) | |
| Mixed | 211 (1.5) | 43 (1.4) | 168 (1.6) | |
| Asian | 6310 (46.2) | 1548 (52.0) | 4762 (44.5) | |
| Hispanic | 936 (6.8) | 249 (8.4) | 687 (6.4) | |
| Arabic | 2142 (15.7) | 470 (15.8) | 1672 (15.6) | |
| Other | 160 (1.2) | 16 (0.5) | 144 (1.3) | |
| Education level, n (%) | <0.001 | |||
| No formal education | 397 (3.1) | 74 (2.5) | 323 (3.2) | |
| Primary (1–6 years) | 2028 (15.6) | 346 (11.9) | 1682 (16.6) | |
| Secondary (7–13 years) | 6414 (49.3) | 1308 (45.0) | 5106 (50.5) | |
| University or higher (≥13 years) | 4175 (32.1) | 1181 (40.6) | 2994 (29.6) | |
| Main working status, n (%) | <0.001 | |||
| Employed | 4914 (36.5) | 1125 (37.9) | 3789 (36.1) | |
| Self‐employed | 1668 (12.4) | 392 (13.2) | 1276 (12.1) | |
| Disabled | 69 (0.5) | 9 (0.3) | 60 (0.6) | |
| Not working | 3990 (29.6) | 913 (30.8) | 3077 (29.3) | |
| Retired | 2765 (20.5) | 515 (17.4) | 2250 (21.4) | |
| Health insurance coverage, n (%) | <0.001 | |||
| Private | 2029 (15.4) | 568 (20.1) | 1461 (14.1) | |
| Public/governmental | 7647 (57.9) | 1480 (52.3) | 6167 (59.5) | |
| Mixed | 354 (2.7) | 66 (2.3) | 288 (2.8) | |
| No insurance | 3168 (24.0) | 717 (25.3) | 2451 (23.6) | |
| Tobacco smoking, n (%) | <0.001 | |||
| Non‐smoker | 9831 (70.3) | 2570 (83.2) | 7261 (66.6) | |
| Former smoker | 2271 (16.2) | 518 (16.8) | 1753 (16.1) | |
| Current smoker | 1889 (13.5) | 0 (0.0) | 1889 (17.3) | |
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| Body mass index, kg/m2, mean ± SD | 29.3 ± 6.0 | 28.9 ± 5.8 | 29.5 ± 6.1 | <0.001 |
| Systolic BP, mmHg, mean ± SD | 132.4 ± 16.6 | 123.5 ± 9.5 | 134.8 ± 17.2 | <0.001 |
| Diastolic BP, mmHg, mean ± SD | 79.7 ± 10.0 | 76.2 ± 7.9 | 80.7 ± 10.2 | <0.001 |
| HbA1c, mmol/mol, mean ± SD | 67.2 (18.6) | 67.2 (17.4) | 67.2 (19.0) | 0.090 |
| LDL cholesterol, mmol/L, mean ± SD | 2.82 (1.0) | 2.76 ± 1.02 | 2.85 ± 0.99 | <0.001 |
| Serum creatinine, umol/L, mean ± SD | 88.42 ± 88.42 | 88.42 ± 88.42 | 88.42 ± 88.42 | 0.298 |
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| Time since T2D diagnosis, months, median (IQR) | 50.4 (24.3, 95.9) | 49.1 (23.8, 85.6) | 51.0 (24.5, 97.5) | <0.001 |
| Atherosclerotic cardiovascular disease, n (%) | 1645 (11.8) | 292 (9.5) | 1353 (12.5) | <0.001 |
| Heart failure, n (%) | 516 (3.6) | 57 (1.8) | 459 (4.1) | <0.001 |
| Chronic kidney disease, n (%) | 759 (5.3) | 139 (4.5) | 620 (5.5) | 0.026 |
| Albuminuria, n (%) | 559 (4.5) | 76 (2.7) | 483 (5.0) | <0.001 |
| Hypertension, n (%) | 7568 (52.8) | 1288 (41.7) | 6280 (55.8) | <0.001 |
| Hyperlipidaemia, n (%) | 6852 (47.8) | 2129 (69.0) | 4723 (42.0) | <0.001 |
| Any microvascular complication, n (%) | 10 468 (73.0) | 2373 (76.9) | 8095 (72.0) | <0.001 |
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| ACE inhibitors/ARBs | 5524 (38.5) | 1413 (45.8) | 4111 (36.5) | <0.001 |
| Beta‐blockers | 2046 (14.3) | 330 (10.7) | 1716 (15.2) | <0.001 |
| Calcium channel blockers | 2213 (15.4) | 353 (11.4) | 1860 (16.5) | <0.001 |
| Diuretics | 1825 (12.7) | 361 (11.7) | 1464 (13.0) | 0.051 |
| Any lipid‐lowering drugs | 6824 (47.6) | 2658 (86.1) | 4166 (37.0) | <0.001 |
| High‐intensity statins | 1662 (13.3) | 586 (21.0) | 1076 (11.1) | <0.001 |
| Low‐intensity statins | 4706 (32.8) | 2066 (66.9) | 2640 (23.5) | <0.001 |
| Fibrates | 623 (4.3) | 137 (4.4) | 486 (4.3) | 0.774 |
| Any anti‐platelet drugs | 2601 (18.1) | 772 (25.0) | 1829 (16.3) | <0.001 |
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| Type of centre, n (%) | <0.001 | |||
| Primary care centre | 4524 (32.5) | 1009 (33.4) | 3515 (32.2) | |
| General/community hospital | 1896 (13.6) | 353 (11.7) | 1543 (14.2) | |
| University/teaching hospital | 2052 (14.7) | 400 (13.2) | 1652 (15.2) | |
| Specialized diabetes centre | 2914 (20.9) | 726 (24.0) | 2188 (20.1) | |
| Other | 2534 (18.2) | 531 (17.6) | 2003 (18.4) | |
| Location, n (%) | <0.001 | |||
| Urban | 11 600 (83.5) | 2618 (87.1) | 8982 (82.5) | |
| Rural | 2295 (16.5) | 388 (12.9) | 1907 (17.5) | |
| Centre funding, n (%) | <0.001 | |||
| Public/governmental | 4049 (29.3) | 810 (27.0) | 3239 (29.9) | |
| Private | 9638 (69.7) | 2167 (72.3) | 7471 (69.0) | |
| Mixed | 133 (1.0) | 19 (0.6) | 114 (1.1) | |
| Main type of patient referral, n (%) | <0.001 | |||
| Patient self‐referral | 6400 (46.2) | 1279 (42.7) | 5121 (47.2) | |
| Primary care referral | 7285 (52.6) | 1678 (56.0) | 5607 (51.7) | |
| Secondary care referral | 158 (1.1) | 39 (1.3) | 119 (1.1) | |
| Estimated number of patients with T2D per month, n (%) | <0.001 | |||
| <10 | 686 (4.9) | 79 (2.6) | 607 (5.6) | |
| 10–20 | 584 (4.2) | 124 (4.1) | 460 (4.2) | |
| 21–50 | 2457 (17.7) | 575 (19.0) | 1882 (17.3) | |
| >50 | 10 185 (73.2) | 2241 (74.2) | 7944 (72.9) | |
| Availability of specialty care at the site, n (%) | 5196 (37.3) | 920 (30.5) | 4276 (39.2) | <0.001 |
Abbreviations: ACE, angiotensin‐converting enzyme; ARB, angiotensin II receptor blocker; BP, blood pressure; HbA1c, glycated haemoglobin; IQR, interquartile range; T2D, type 2 diabetes mellitus.
Comparisons made between two groups using Pearson's chi‐squared test or Fisher's exact test for categorical variables or t‐test or Wilcoxon rank sum test for continuous variables.
Overall and World Health Organization region‐specific rates of cardiovascular risk factor control
| Risk factor control | Region | ||||||
|---|---|---|---|---|---|---|---|
| Overall (n = 14 343) | Africa (n = 812) | Americas (n = 2002) | South‐East Asia (n = 3360) | Europe (n = 3123) | Eastern Mediterranean (n = 2182) | Western Pacific (n = 2864) | |
| Systolic BP < 140 mmHg | 9284/13 756 (67.5) | 548/809 (67.7) | 1323/1916 (69.1) | 2529/3322 (76.1) | 1630/2913 (56.0) | 1302/2031 (64.1) | 1952/2765 (70.6) |
| Statin treatment | 5775/13 208 (43.7) | 344/739 (46.5) | 778/1881 (41.4) | 1318/2898 (45.5) | 1289/3047 (42.3) | 901/1956 (46.1) | 1145/2687 (42.6) |
| Nonsmoking status | 12 102/14 343 (84.4) | 726/812 (89.4) | 1759/2002 (87.9) | 3194/3360 (95.1) | 2489/3123 (79.7) | 1768/2182 (81.0) | 2166/2864 (75.6) |
| ACE inhibitor/ARB for hypertension/albuminuria | 5292/9512 (55.6) | 297/565 (52.6) | 799/1333 (59.9) | 939/2047 (45.9) | 1606/2487 (64.6) | 675/1240 (54.4) | 976/1840 (53.0) |
| Secondary prevention with aspirin for ASCVD | 876/1645 (53.3) | 55/72 (76.4) | 95/202 (47.0) | 53/124 (42.7) | 393/752 (52.3) | 139/209 (66.5) | 141/286 (49.3) |
| Optimal comprehensive risk factor control | 3088/14 343 (21.5) | 192/812 (23.6) | 443/2002 (22.1) | 963/3360 (28.7) | 448/3123 (14.3) | 488/2182 (22.4) | 554/2864 (19.3) |
Abbreviations: ACE, angiotensin‐converting enzyme; ARB, angiotensin II receptor blocker; ASCVD, atherosclerotic cardiovascular disease; BP, blood pressure.
Values for all regions are n/N (%). The denominators in the table represent the number of patient eligible to have that risk factor controlled.
Optimal comprehensive risk factor control is defined as patients with optimal control of all eligible risk factors for that population.
FIGURE 1Variability among countries in optimal comprehensive cardiovascular risk factor control in patients with type 2 diabetes enrolled in the DISCOVER study. Median odds ratios (MORs) estimate the median value of the odds ratios from two patients with identical risk factors from two randomly selected countries. An MOR of 1 indicates no country‐level variation in cardiovascular risk factor control, with higher MORs representing increased variability in risk factor control due to country specific effect, independent of patient and site‐level differences
World Health Organization region‐specific rates of cardiovascular risk factor control (%) adjusted for age, sex, atherosclerotic cardiovascular disease and duration of type 2 diabetes mellitus
| Risk factor control | Region | |||||
|---|---|---|---|---|---|---|
| Africa (n = 812) | Americas (n = 2002) | South‐East Asia (n = 3360) | Europe (n = 3123) | Eastern Mediterranean (n = 2182) | Western Pacific (n = 2864) | |
| Systolic BP < 140 mmHg | 70.0 | 70.3 | 75.1 | 57.9 | 62.9 | 72.0 |
| Statin treatment | 47.9 | 43.9 | 48.5 | 41.9 | 47.9 | 43.5 |
| Nonsmoking status | 90.0 | 89.2 | 96.6 | 79.6 | 85.5 | 78.0 |
| ACE inhibitors/ARBs for hypertension/albuminuria | 53.6 | 60.8 | 48.6 | 60.7 | 56.1 | 51.9 |
| Secondary prevention with aspirin for ASCVD | 76.4 | 45.3 | 41.3 | 51.7 | 65.6 | 48.7 |
Abbreviations: ACE, angiotensin‐converting enzyme; ARB, angiotensin II receptor blocker; ASCVD, atherosclerotic cardiovascular disease; BP, blood pressure.
Values for all regions are %.