Table 1.

Baseline characteristics of the study population according to metabolic status

Characteristic−DM/−MetS (n = 17,887)−DM/ + MetS (n = 6459)Newly detected DM (n = 640)+DM/−MetS (n = 12,059)+DM/+MetS (n = 7503)P-value
Age (years)68.7 ± 10.467.8 ± 10.169.6 ± 10.169.0 ± 9.567.4 ± 9.4<0.0001
Male12,233 (68.41)4042 (62.59)457 (71.41)7893 (65.49)4169 (55.56)<0.0001
Ethnicity<0.0001
 Caucasian10,800 (67.90)4062 (68.73)340 (57.53)6095 (55.63)4620 (66.98)
 Hispanic566 (3.56)289 (4.89)33 (5.58)654 (5.97)435 (6.31)
 East Asian2717 (17.08)948 (16.04)133 (22.50)2265 (20.67)834 (12.09)
 South Asian110 (0.69)29 (0.49)6 (1.02)155 (1.42)65 (0.94)
 Other Asian773 (4.86)248 (4.20)45 (7.61)724 (6.61)395 (5.73)
 Black372 (2.63)105 (1.78)16 (2.71)676 (6.17)287 (4.16)
 Other568 (3.57)229 (3.88)18 (3.05)388 (3.54)262 (3.80)
Region<0.0001
 North America5290 (29.58)2043 (31.63)208 (32.50)4545 (37.69)3292 (43.88)
 Western Europe6479 (36.22)1956 (30.28)178 (27.81)3598 (29.84)2154 (28.71)
 Eastern Europe2197 (12.28)986 (15.27)48 (7.50)658 (5.46)595 (7.93)
 Latin America461 (2.58)251 (3.89)23 (3.59)366 (3.04)264 (3.52)
 Middle East165 (0.92)63 (0.98)11 (1.72)124 (1.03)91 (1.21)
 Asia1314 (7.35)530 (8.21)75 (11.72)964 (7.99)572 (7.62)
 Japan1981 (11.08)630 (9.75)97 (15.16)1804 (14.96)535 (7.13)
Body mass index (kg/m2)26.1 ± 4.529.0 ± 4.826.9 ± 5.027.8 ± 5.731.2 ± 5.9<0.0001
Waist circumference (cm)92.2 ± 14.0102.2 ± 14.094.6 ± 17.496.1 ± 15.9106.8 ± 15.3<0.0001
Medical history
 Current smoker2922 (16.86)1043 (16.54)99 (15.97)1648 (14.18)1034 (14.15)<0.0001
 Hypertension12,839 (71.94)5667 (87.92)481 (75.27)9959 (82.87)7017 (93.62)<0.0001
 Hypercholesterolaemia5145 (38.80)3196 (50.80)238 (42.96)3114 (33.18)3343 (45.64)<0.0001
 Stable angina5773 (32.60)2188 (34.18)185 (29.23)3195 (26.83)2088 (28.10)<0.0001
 Congestive heart failure2028 (11.45)785 (12.24)88 (13.88)1839 (15.49)1266 (17.09)<0.0001
 Atrial fibrillation1876 (10.61)663 (10.37)81 (12.80)1148 (9.68)756 (10.22)0.0247
 Renal impairment (eGFR < 60 ml/min)12,060 (67.42)3883 (60.12)341 (53.28)7227 (59.93)4568 (60.88)<0.0001
Vascular disease status<0.0001
 Any prior ischaemic event9777 (54.66)3479 (53.86)362 (56.56)4976 (41.26)2979 (39.70)
 Established atherothrombosis6820 (38.13)2334 (36.14)222 (34.69)3551 (29.45)2131 (28.40)
 Risk factors only1290 (7.21)646 (10.00)56 (8.75)3532 (29.29)2393 (31.89)
Baseline laboratory results
 Fasting blood glucose (mg/dl)92 (86.0–99.0)104 (98.0–110.0)134.8 (129.6–146.0)140 (114.0–171.0)125 (111.0–158.0)<0.0001
 Total cholesterol (mg/dl)187 (162.0–217.0)200 (173.0–232.0)192 (163.0–220.0)180 (155.0–211.0)194 (166.0–227.0)<0.0001
 Triglycerides (mg/dl)89 (1.8–127.0)156 (3.4–205.0)107.5 (58.0–152.0)103 (58.0–140.0)172 (74.0–235.0)<0.0001
Cardiovascular drug treatment
 Acetylsalicylic acid12,451 (69.71)4520 (70.08)443 (69.33)7531 (62.51)4960 (66.18)<0.0001
 Other antiplatelet agents4758 (26.72)1748 (27.21)178 (27.81)2728 (22.73)1469 (19.69)<0.0001
 Oral anticoagulant2137 (12.29)790 (12.58)91 (14.51)1315 (11.21)839 (11.47)0.0033
 Statins11,684 (65.37)4676 (72.49)374 (58.44)7979 (66.22)5622 (74.98)<0.0001
 Beta-blocker8585 (48.11)3541 (54.99)314 (49.06)4912 (40.92)3659 (49.00)<0.0001
 Calcium-channel blockers5526 (31.00)2392 (37.17)244 (38.13)4450 (37.10)2938 (39.31)<0.0001
 Diuretics5716 (32.05)2741 (42.54)235 (36.83)5064 (42.12)4038 (53.97)<0.0001
 ACE inhibitors7212 (40.45)2935 (45.67)222 (34.74)5772 (48.11)3956 (53.04)<0.0001
 Angiotensin-II receptor antagonists3076 (17.28)1442 (22.41)140 (21.91)3128 (26.08)2203 (29.56)<0.0001
 Other antihypertensive drug1229 (6.91)506 (7.88)59 (9.23)1290 (10.78)906 (12.19)<0.0001
Diabetes drug treatment
 NoneNANA640 (100.00)37 (0.31)237 (3.16)<0.0001
 Oral antidiabetic drugNANA0 (0.00)8942 (74.15)5711 (76.13)<0.0001
 InsulinNANA0 (0.00)3432 (28.46)1756 (23.40)<0.0001
Characteristic−DM/−MetS (n = 17,887)−DM/ + MetS (n = 6459)Newly detected DM (n = 640)+DM/−MetS (n = 12,059)+DM/+MetS (n = 7503)P-value
Age (years)68.7 ± 10.467.8 ± 10.169.6 ± 10.169.0 ± 9.567.4 ± 9.4<0.0001
Male12,233 (68.41)4042 (62.59)457 (71.41)7893 (65.49)4169 (55.56)<0.0001
Ethnicity<0.0001
 Caucasian10,800 (67.90)4062 (68.73)340 (57.53)6095 (55.63)4620 (66.98)
 Hispanic566 (3.56)289 (4.89)33 (5.58)654 (5.97)435 (6.31)
 East Asian2717 (17.08)948 (16.04)133 (22.50)2265 (20.67)834 (12.09)
 South Asian110 (0.69)29 (0.49)6 (1.02)155 (1.42)65 (0.94)
 Other Asian773 (4.86)248 (4.20)45 (7.61)724 (6.61)395 (5.73)
 Black372 (2.63)105 (1.78)16 (2.71)676 (6.17)287 (4.16)
 Other568 (3.57)229 (3.88)18 (3.05)388 (3.54)262 (3.80)
Region<0.0001
 North America5290 (29.58)2043 (31.63)208 (32.50)4545 (37.69)3292 (43.88)
 Western Europe6479 (36.22)1956 (30.28)178 (27.81)3598 (29.84)2154 (28.71)
 Eastern Europe2197 (12.28)986 (15.27)48 (7.50)658 (5.46)595 (7.93)
 Latin America461 (2.58)251 (3.89)23 (3.59)366 (3.04)264 (3.52)
 Middle East165 (0.92)63 (0.98)11 (1.72)124 (1.03)91 (1.21)
 Asia1314 (7.35)530 (8.21)75 (11.72)964 (7.99)572 (7.62)
 Japan1981 (11.08)630 (9.75)97 (15.16)1804 (14.96)535 (7.13)
Body mass index (kg/m2)26.1 ± 4.529.0 ± 4.826.9 ± 5.027.8 ± 5.731.2 ± 5.9<0.0001
Waist circumference (cm)92.2 ± 14.0102.2 ± 14.094.6 ± 17.496.1 ± 15.9106.8 ± 15.3<0.0001
Medical history
 Current smoker2922 (16.86)1043 (16.54)99 (15.97)1648 (14.18)1034 (14.15)<0.0001
 Hypertension12,839 (71.94)5667 (87.92)481 (75.27)9959 (82.87)7017 (93.62)<0.0001
 Hypercholesterolaemia5145 (38.80)3196 (50.80)238 (42.96)3114 (33.18)3343 (45.64)<0.0001
 Stable angina5773 (32.60)2188 (34.18)185 (29.23)3195 (26.83)2088 (28.10)<0.0001
 Congestive heart failure2028 (11.45)785 (12.24)88 (13.88)1839 (15.49)1266 (17.09)<0.0001
 Atrial fibrillation1876 (10.61)663 (10.37)81 (12.80)1148 (9.68)756 (10.22)0.0247
 Renal impairment (eGFR < 60 ml/min)12,060 (67.42)3883 (60.12)341 (53.28)7227 (59.93)4568 (60.88)<0.0001
Vascular disease status<0.0001
 Any prior ischaemic event9777 (54.66)3479 (53.86)362 (56.56)4976 (41.26)2979 (39.70)
 Established atherothrombosis6820 (38.13)2334 (36.14)222 (34.69)3551 (29.45)2131 (28.40)
 Risk factors only1290 (7.21)646 (10.00)56 (8.75)3532 (29.29)2393 (31.89)
Baseline laboratory results
 Fasting blood glucose (mg/dl)92 (86.0–99.0)104 (98.0–110.0)134.8 (129.6–146.0)140 (114.0–171.0)125 (111.0–158.0)<0.0001
 Total cholesterol (mg/dl)187 (162.0–217.0)200 (173.0–232.0)192 (163.0–220.0)180 (155.0–211.0)194 (166.0–227.0)<0.0001
 Triglycerides (mg/dl)89 (1.8–127.0)156 (3.4–205.0)107.5 (58.0–152.0)103 (58.0–140.0)172 (74.0–235.0)<0.0001
Cardiovascular drug treatment
 Acetylsalicylic acid12,451 (69.71)4520 (70.08)443 (69.33)7531 (62.51)4960 (66.18)<0.0001
 Other antiplatelet agents4758 (26.72)1748 (27.21)178 (27.81)2728 (22.73)1469 (19.69)<0.0001
 Oral anticoagulant2137 (12.29)790 (12.58)91 (14.51)1315 (11.21)839 (11.47)0.0033
 Statins11,684 (65.37)4676 (72.49)374 (58.44)7979 (66.22)5622 (74.98)<0.0001
 Beta-blocker8585 (48.11)3541 (54.99)314 (49.06)4912 (40.92)3659 (49.00)<0.0001
 Calcium-channel blockers5526 (31.00)2392 (37.17)244 (38.13)4450 (37.10)2938 (39.31)<0.0001
 Diuretics5716 (32.05)2741 (42.54)235 (36.83)5064 (42.12)4038 (53.97)<0.0001
 ACE inhibitors7212 (40.45)2935 (45.67)222 (34.74)5772 (48.11)3956 (53.04)<0.0001
 Angiotensin-II receptor antagonists3076 (17.28)1442 (22.41)140 (21.91)3128 (26.08)2203 (29.56)<0.0001
 Other antihypertensive drug1229 (6.91)506 (7.88)59 (9.23)1290 (10.78)906 (12.19)<0.0001
Diabetes drug treatment
 NoneNANA640 (100.00)37 (0.31)237 (3.16)<0.0001
 Oral antidiabetic drugNANA0 (0.00)8942 (74.15)5711 (76.13)<0.0001
 InsulinNANA0 (0.00)3432 (28.46)1756 (23.40)<0.0001

Values are mean ± SD, n (%), or median (interquartile range)

ACE, angiotensin-converting enzyme; ARB, angiotensin-receptor blocker; DM, diabetes mellitus; eGFR, estimated glomerular filtration rate; MetS, metabolic syndrome; NA, not applicable.

Table 1.

Baseline characteristics of the study population according to metabolic status

Characteristic−DM/−MetS (n = 17,887)−DM/ + MetS (n = 6459)Newly detected DM (n = 640)+DM/−MetS (n = 12,059)+DM/+MetS (n = 7503)P-value
Age (years)68.7 ± 10.467.8 ± 10.169.6 ± 10.169.0 ± 9.567.4 ± 9.4<0.0001
Male12,233 (68.41)4042 (62.59)457 (71.41)7893 (65.49)4169 (55.56)<0.0001
Ethnicity<0.0001
 Caucasian10,800 (67.90)4062 (68.73)340 (57.53)6095 (55.63)4620 (66.98)
 Hispanic566 (3.56)289 (4.89)33 (5.58)654 (5.97)435 (6.31)
 East Asian2717 (17.08)948 (16.04)133 (22.50)2265 (20.67)834 (12.09)
 South Asian110 (0.69)29 (0.49)6 (1.02)155 (1.42)65 (0.94)
 Other Asian773 (4.86)248 (4.20)45 (7.61)724 (6.61)395 (5.73)
 Black372 (2.63)105 (1.78)16 (2.71)676 (6.17)287 (4.16)
 Other568 (3.57)229 (3.88)18 (3.05)388 (3.54)262 (3.80)
Region<0.0001
 North America5290 (29.58)2043 (31.63)208 (32.50)4545 (37.69)3292 (43.88)
 Western Europe6479 (36.22)1956 (30.28)178 (27.81)3598 (29.84)2154 (28.71)
 Eastern Europe2197 (12.28)986 (15.27)48 (7.50)658 (5.46)595 (7.93)
 Latin America461 (2.58)251 (3.89)23 (3.59)366 (3.04)264 (3.52)
 Middle East165 (0.92)63 (0.98)11 (1.72)124 (1.03)91 (1.21)
 Asia1314 (7.35)530 (8.21)75 (11.72)964 (7.99)572 (7.62)
 Japan1981 (11.08)630 (9.75)97 (15.16)1804 (14.96)535 (7.13)
Body mass index (kg/m2)26.1 ± 4.529.0 ± 4.826.9 ± 5.027.8 ± 5.731.2 ± 5.9<0.0001
Waist circumference (cm)92.2 ± 14.0102.2 ± 14.094.6 ± 17.496.1 ± 15.9106.8 ± 15.3<0.0001
Medical history
 Current smoker2922 (16.86)1043 (16.54)99 (15.97)1648 (14.18)1034 (14.15)<0.0001
 Hypertension12,839 (71.94)5667 (87.92)481 (75.27)9959 (82.87)7017 (93.62)<0.0001
 Hypercholesterolaemia5145 (38.80)3196 (50.80)238 (42.96)3114 (33.18)3343 (45.64)<0.0001
 Stable angina5773 (32.60)2188 (34.18)185 (29.23)3195 (26.83)2088 (28.10)<0.0001
 Congestive heart failure2028 (11.45)785 (12.24)88 (13.88)1839 (15.49)1266 (17.09)<0.0001
 Atrial fibrillation1876 (10.61)663 (10.37)81 (12.80)1148 (9.68)756 (10.22)0.0247
 Renal impairment (eGFR < 60 ml/min)12,060 (67.42)3883 (60.12)341 (53.28)7227 (59.93)4568 (60.88)<0.0001
Vascular disease status<0.0001
 Any prior ischaemic event9777 (54.66)3479 (53.86)362 (56.56)4976 (41.26)2979 (39.70)
 Established atherothrombosis6820 (38.13)2334 (36.14)222 (34.69)3551 (29.45)2131 (28.40)
 Risk factors only1290 (7.21)646 (10.00)56 (8.75)3532 (29.29)2393 (31.89)
Baseline laboratory results
 Fasting blood glucose (mg/dl)92 (86.0–99.0)104 (98.0–110.0)134.8 (129.6–146.0)140 (114.0–171.0)125 (111.0–158.0)<0.0001
 Total cholesterol (mg/dl)187 (162.0–217.0)200 (173.0–232.0)192 (163.0–220.0)180 (155.0–211.0)194 (166.0–227.0)<0.0001
 Triglycerides (mg/dl)89 (1.8–127.0)156 (3.4–205.0)107.5 (58.0–152.0)103 (58.0–140.0)172 (74.0–235.0)<0.0001
Cardiovascular drug treatment
 Acetylsalicylic acid12,451 (69.71)4520 (70.08)443 (69.33)7531 (62.51)4960 (66.18)<0.0001
 Other antiplatelet agents4758 (26.72)1748 (27.21)178 (27.81)2728 (22.73)1469 (19.69)<0.0001
 Oral anticoagulant2137 (12.29)790 (12.58)91 (14.51)1315 (11.21)839 (11.47)0.0033
 Statins11,684 (65.37)4676 (72.49)374 (58.44)7979 (66.22)5622 (74.98)<0.0001
 Beta-blocker8585 (48.11)3541 (54.99)314 (49.06)4912 (40.92)3659 (49.00)<0.0001
 Calcium-channel blockers5526 (31.00)2392 (37.17)244 (38.13)4450 (37.10)2938 (39.31)<0.0001
 Diuretics5716 (32.05)2741 (42.54)235 (36.83)5064 (42.12)4038 (53.97)<0.0001
 ACE inhibitors7212 (40.45)2935 (45.67)222 (34.74)5772 (48.11)3956 (53.04)<0.0001
 Angiotensin-II receptor antagonists3076 (17.28)1442 (22.41)140 (21.91)3128 (26.08)2203 (29.56)<0.0001
 Other antihypertensive drug1229 (6.91)506 (7.88)59 (9.23)1290 (10.78)906 (12.19)<0.0001
Diabetes drug treatment
 NoneNANA640 (100.00)37 (0.31)237 (3.16)<0.0001
 Oral antidiabetic drugNANA0 (0.00)8942 (74.15)5711 (76.13)<0.0001
 InsulinNANA0 (0.00)3432 (28.46)1756 (23.40)<0.0001
Characteristic−DM/−MetS (n = 17,887)−DM/ + MetS (n = 6459)Newly detected DM (n = 640)+DM/−MetS (n = 12,059)+DM/+MetS (n = 7503)P-value
Age (years)68.7 ± 10.467.8 ± 10.169.6 ± 10.169.0 ± 9.567.4 ± 9.4<0.0001
Male12,233 (68.41)4042 (62.59)457 (71.41)7893 (65.49)4169 (55.56)<0.0001
Ethnicity<0.0001
 Caucasian10,800 (67.90)4062 (68.73)340 (57.53)6095 (55.63)4620 (66.98)
 Hispanic566 (3.56)289 (4.89)33 (5.58)654 (5.97)435 (6.31)
 East Asian2717 (17.08)948 (16.04)133 (22.50)2265 (20.67)834 (12.09)
 South Asian110 (0.69)29 (0.49)6 (1.02)155 (1.42)65 (0.94)
 Other Asian773 (4.86)248 (4.20)45 (7.61)724 (6.61)395 (5.73)
 Black372 (2.63)105 (1.78)16 (2.71)676 (6.17)287 (4.16)
 Other568 (3.57)229 (3.88)18 (3.05)388 (3.54)262 (3.80)
Region<0.0001
 North America5290 (29.58)2043 (31.63)208 (32.50)4545 (37.69)3292 (43.88)
 Western Europe6479 (36.22)1956 (30.28)178 (27.81)3598 (29.84)2154 (28.71)
 Eastern Europe2197 (12.28)986 (15.27)48 (7.50)658 (5.46)595 (7.93)
 Latin America461 (2.58)251 (3.89)23 (3.59)366 (3.04)264 (3.52)
 Middle East165 (0.92)63 (0.98)11 (1.72)124 (1.03)91 (1.21)
 Asia1314 (7.35)530 (8.21)75 (11.72)964 (7.99)572 (7.62)
 Japan1981 (11.08)630 (9.75)97 (15.16)1804 (14.96)535 (7.13)
Body mass index (kg/m2)26.1 ± 4.529.0 ± 4.826.9 ± 5.027.8 ± 5.731.2 ± 5.9<0.0001
Waist circumference (cm)92.2 ± 14.0102.2 ± 14.094.6 ± 17.496.1 ± 15.9106.8 ± 15.3<0.0001
Medical history
 Current smoker2922 (16.86)1043 (16.54)99 (15.97)1648 (14.18)1034 (14.15)<0.0001
 Hypertension12,839 (71.94)5667 (87.92)481 (75.27)9959 (82.87)7017 (93.62)<0.0001
 Hypercholesterolaemia5145 (38.80)3196 (50.80)238 (42.96)3114 (33.18)3343 (45.64)<0.0001
 Stable angina5773 (32.60)2188 (34.18)185 (29.23)3195 (26.83)2088 (28.10)<0.0001
 Congestive heart failure2028 (11.45)785 (12.24)88 (13.88)1839 (15.49)1266 (17.09)<0.0001
 Atrial fibrillation1876 (10.61)663 (10.37)81 (12.80)1148 (9.68)756 (10.22)0.0247
 Renal impairment (eGFR < 60 ml/min)12,060 (67.42)3883 (60.12)341 (53.28)7227 (59.93)4568 (60.88)<0.0001
Vascular disease status<0.0001
 Any prior ischaemic event9777 (54.66)3479 (53.86)362 (56.56)4976 (41.26)2979 (39.70)
 Established atherothrombosis6820 (38.13)2334 (36.14)222 (34.69)3551 (29.45)2131 (28.40)
 Risk factors only1290 (7.21)646 (10.00)56 (8.75)3532 (29.29)2393 (31.89)
Baseline laboratory results
 Fasting blood glucose (mg/dl)92 (86.0–99.0)104 (98.0–110.0)134.8 (129.6–146.0)140 (114.0–171.0)125 (111.0–158.0)<0.0001
 Total cholesterol (mg/dl)187 (162.0–217.0)200 (173.0–232.0)192 (163.0–220.0)180 (155.0–211.0)194 (166.0–227.0)<0.0001
 Triglycerides (mg/dl)89 (1.8–127.0)156 (3.4–205.0)107.5 (58.0–152.0)103 (58.0–140.0)172 (74.0–235.0)<0.0001
Cardiovascular drug treatment
 Acetylsalicylic acid12,451 (69.71)4520 (70.08)443 (69.33)7531 (62.51)4960 (66.18)<0.0001
 Other antiplatelet agents4758 (26.72)1748 (27.21)178 (27.81)2728 (22.73)1469 (19.69)<0.0001
 Oral anticoagulant2137 (12.29)790 (12.58)91 (14.51)1315 (11.21)839 (11.47)0.0033
 Statins11,684 (65.37)4676 (72.49)374 (58.44)7979 (66.22)5622 (74.98)<0.0001
 Beta-blocker8585 (48.11)3541 (54.99)314 (49.06)4912 (40.92)3659 (49.00)<0.0001
 Calcium-channel blockers5526 (31.00)2392 (37.17)244 (38.13)4450 (37.10)2938 (39.31)<0.0001
 Diuretics5716 (32.05)2741 (42.54)235 (36.83)5064 (42.12)4038 (53.97)<0.0001
 ACE inhibitors7212 (40.45)2935 (45.67)222 (34.74)5772 (48.11)3956 (53.04)<0.0001
 Angiotensin-II receptor antagonists3076 (17.28)1442 (22.41)140 (21.91)3128 (26.08)2203 (29.56)<0.0001
 Other antihypertensive drug1229 (6.91)506 (7.88)59 (9.23)1290 (10.78)906 (12.19)<0.0001
Diabetes drug treatment
 NoneNANA640 (100.00)37 (0.31)237 (3.16)<0.0001
 Oral antidiabetic drugNANA0 (0.00)8942 (74.15)5711 (76.13)<0.0001
 InsulinNANA0 (0.00)3432 (28.46)1756 (23.40)<0.0001

Values are mean ± SD, n (%), or median (interquartile range)

ACE, angiotensin-converting enzyme; ARB, angiotensin-receptor blocker; DM, diabetes mellitus; eGFR, estimated glomerular filtration rate; MetS, metabolic syndrome; NA, not applicable.

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