| Literature DB >> 27070309 |
Yuesong Pan1,2, Yongjun Wang3,4,5,6, Hao Li3,4,5,6, Herbert Y Gaisano7, Yilong Wang3,4,5,6, Yan He1,2.
Abstract
BACKGROUND: The association between diabetes mellitus (DM) and prognosis of minor stroke is unclear. The aim of this study is to investigate whether DM contributes to the prognosis of minor stroke or its specific subtype.Entities:
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Year: 2016 PMID: 27070309 PMCID: PMC4829263 DOI: 10.1371/journal.pone.0153178
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Patient flow diagram.
Characteristics of patients with minor stroke with or without diabetes.
| Variable | Total (%) (N = 4548) | With diabetes (N = 1230) | Without diabetes (N = 3318) | |
|---|---|---|---|---|
| Age (year), mean(SD) | 64.1±12.0 | 65.1±11.0 | 63.8±12.4 | 0.003 |
| Female, n(%) | 1596(35.1) | 488(39.7) | 1108(33.4) | <0.001 |
| Body mass index (kg/m2), median (IQR) | 24.2(22.4–26.3) | 25.1(23.1–26.7) | 24.3(22.3–26.0) | <0.001 |
| <25 | 2499(60.0) | 583(63.1) | 1916(51.9) | <0.001 |
| 25–30 | 1436(34.5) | 466(31.9) | 970(41.5) | |
| ≥30 | 227(5.5) | 74(5.0) | 153(6.6) | |
| Smoking status, n(%) | <0.001 | |||
| Never-smoking | 2590(57.0) | 768(62.4) | 1822(54.9) | |
| Former-smoking | 560(12.3) | 164(13.3) | 396(11.9) | |
| Current smoking | 1289(28.3) | 271(22.0) | 1018(30.7) | |
| Unknown | 109(2.4) | 27(2.2) | 82(2.5) | |
| Heavy drink, n(%) | 528(11.6) | 111(9.0) | 417(12.6) | <0.001 |
| Random glucose value on admission, median (IQR) | 6.1(5.3–6.7) | 7.1(6.2–10.1) | 5.9(5.1–6.4) | <0.001 |
| Pre-stroke mRS >1, n(%) | 180(4.0) | 66(5.4) | 114(3.4) | 0.003 |
| NIHSS on admission, median(IQR) | 2(1–3) | 2(1–3) | 2(1–3) | 0.008 |
| mean(SD) | 1.7±1.0 | 1.8±1.1 | 1.7±1.0 | |
| Subtype of stroke | <0.001 | |||
| Large-artery atherosclerosis | 1915(42.1) | 567(46.1) | 1348(40.6) | |
| Small-artery occlusion | 1071(23.6) | 304(24.7) | 767(23.1) | |
| Cardioembolism | 115(2.5) | 23(1.9) | 92(2.8) | |
| Other or undetermined | 163(3.6) | 38(3.1) | 125(3.8) | |
| Unknown | 1284(28.2) | 298(24.2) | 986(29.7) | |
| History of disease, n(%) | ||||
| Diabetes | 961(21.1) | 961(78.1) | 0(0.0) | - |
| Stroke | 1365(30.0) | 419(34.1) | 946(28.5) | <0.001 |
| Hypertension | 2905(63.9) | 893(72.6) | 2012(60.6) | <0.001 |
| Dyslipidemia | 510(11.2) | 205(16.7) | 305(9.2) | <0.001 |
| Coronary heart disease | 566(12.5) | 196(15.9) | 370(11.2) | <0.001 |
| Atrial fibrillation | 239(5.3) | 56(4.6) | 183(5.5) | 0.20 |
| Medications during hospitalization, n(%) | ||||
| Hypoglycemic | 981(21.6) | 981(79.8) | 0(0.0) | - |
| Antihypertensive | 2095(46.1) | 652(53.0) | 1443(43.5) | <0.001 |
| Statins | 2089(45.9) | 642(52.2) | 1447(43.6) | <0.001 |
| Antiplatelet | 3412(75.0) | 941(76.5) | 2471(74.5) | 0.16 |
| Anticoagulation | 56(1.2) | 12(1.0) | 44(1.3) | 0.34 |
| Swallowing assessment, n(%) | 1624(35.7) | 450(36.6) | 1174(35.4) | 0.45 |
| Pneumonia, n(%) | 215(4.7) | 70(5.7) | 145(4.4) | 0.06 |
| Urinary tract infection, n(%) | 70(1.5) | 29(2.4) | 41(1.2) | 0.006 |
IQR, interquartile range; mRS, modified Rankin Scale; NIHSS, National Institutes of Health stroke scale; and SD, standard deviation.
* Stroke subtype was defined by the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification.
† Hypoglycemic medications includes use of insulin or oral hypoglycemic agents.
Characteristics of patients with minor stroke according to the 1-year outcomes.
| Variable | Stroke | recurrence | Death | Poor | Outcome | ||||
|---|---|---|---|---|---|---|---|---|---|
| Yes (N = 570) | No (N = 3831) | p value | Yes (N = 225) | No (N = 4323) | p value | Yes (N = 1038) | No (N = 3510) | p value | |
| Age (year), mean(SD) | 67.0±11.9 | 63.7±12.0 | <0.001 | 71.3±12.0 | 63.7±11.9 | <0.001 | 70.1±10.8 | 62.3±11.8 | <0.001 |
| Female, n(%) | 198(34.7) | 1350(35.2) | 0.81 | 78(34.7) | 1518(35.1) | 0.89 | 422(40.7) | 1174(33.5) | <0.001 |
| Body mass index (kg/m2), median (IQR) | 24.5(22.5–26.6) | 24.2(22.3–26.3) | 0.18 | 23.4(21.5–25.7) | 24.2(22.4–26.4) | <0.001 | 23.7(21.9–25.9) | 24.3(22.5–26.5) | <0.001 |
| <25 | 289(56.0) | 2130(60.5) | 0.15 | 129(67.9) | 2370(59.7) | 0.07 | 607(64.6) | 1892(58.7) | 0.004 |
| 25–30 | 196(38.0) | 1200(34.1) | 51(26.8) | 1385(34.9) | 284(30.2) | 1152(35.7) | |||
| ≥30 | 31(6.0) | 190(5.4) | 10(5.3) | 217(5.5) | 48(5.1) | 179(5.6) | |||
| Smoking status, n(%) | 0.04 | 0.04 | <0.001 | ||||||
| Never-smoking | 336(59.0) | 2174(56.7) | 138(61.3) | 2452(56.7) | 667(64.3) | 1923(54.8) | |||
| Former-smoking | 84(14.7) | 453(11.8) | 33(14.7) | 527(12.2) | 148(14.3) | 412(11.7) | |||
| Current smoking | 137(24.0) | 1109(29.0) | 46(20.4) | 1243(28.8) | 199(19.2) | 1090(31.1) | |||
| Unknown | 13(2.3) | 95(2.5) | 8(3.6) | 101(2.3) | 24(2.3) | 85(2.4) | |||
| Heavy drink, n(%) | 53(9.3) | 463(12.1) | 0.054 | 11(4.9) | 517(12.0) | 0.001 | 71(6.8) | 457(13.0) | <0.001 |
| Random glucose value on admission, median (IQR) | 6.2(5.6–7.1) | 6.1(5.2–6.7) | <0.001 | 6.2(5.6–7.2) | 6.1(5.3–6.7) | 0.01 | 6.2(5.5–7.2) | 6.1(5.2–6.7) | <0.001 |
| Pre-stroke mRS >1, n(%) | 43(7.5) | 130(3.4) | <0.001 | 23(10.2) | 157(3.6) | <0.001 | 89(8.8) | 91(2.6) | <0.001 |
| NIHSS on admission, median(IQR) | 2(1–3) | 2(1–3) | 0.047 | 2(1–3) | 2(1–3) | 0.64 | 2(1–3) | 2(1–3) | <0.001 |
| mean(SD) | 1.7±1.1 | 1.8±1.0 | 1.8±1.1 | 1.7±1.0 | 1.9±1.0 | 1.7±1.0 | |||
| Subtype of stroke | 0.001 | <0.001 | <0.001 | ||||||
| Large-artery atherosclerosis | 261(45.8) | 1604(41.9) | 103(45.8) | 1812(41.9) | 469(45.2) | 1446(41.2) | |||
| Small-artery occlusion | 110(19.3) | 926(24.2) | 31(13.8) | 1040(24.1) | 202(19.5) | 869(24.8) | |||
| Cardioembolism | 26(4.6) | 85(2.2) | 13(5.8) | 102(2.4) | 38(3.7) | 77(2.2) | |||
| Other or undetermined | 18(3.2) | 139(3.6) | 7(3.1) | 156(3.6) | 29(2.8) | 134(3.8) | |||
| Unknown | 155(27.2) | 1077(28.1) | 71(31.6) | 1213(28.1) | 300(28.9) | 984(28.0) | |||
| History of disease, n(%) | |||||||||
| Stroke | 248(43.5) | 1077(28.1) | <0.001 | 91(40.4) | 1274(29.5) | <0.001 | 410(39.5) | 955(27.2) | <0.001 |
| Hypertension | 400(70.2) | 2419(63.1) | 0.001 | 156(69.3) | 2749(63.6) | 0.08 | 710(68.4) | 2195(62.5) | <0.001 |
| Dyslipidemia | 74(13.0) | 422(11.0) | 0.17 | 23(10.2) | 487(11.3) | 0.63 | 100(9.6) | 410(11.7) | 0.07 |
| Coronary heart disease | 114(20.0) | 431(11.3) | <0.001 | 47(20.9) | 519(12.0) | <0.001 | 166(16.0) | 400(11.4) | <0.001 |
| Atrial fibrillation | 61(10.7) | 170(4.4) | <0.001 | 26(11.6) | 213(4.9) | <0.001 | 77(7.4) | 162(4.6) | <0.001 |
| Medications during hospitalization, n(%) | |||||||||
| Statins | 265(46.5) | 1760(45.9) | 0.81 | 93(41.3) | 1996(46.2) | 0.16 | 453(43.6) | 1636(46.6) | 0.09 |
| Antiplatelet | 409(71.8) | 2890(75.4) | 0.06 | 151(67.1) | 3261(75.4) | 0.005 | 767(73.9) | 2645(75.4) | 0.34 |
| Anticoagulation | 14(2.5) | 41(1.1) | 0.006 | 5(2.2) | 51(1.2) | 0.28 | 12(1.2) | 44(1.3) | 0.80 |
| Swallowing assessment, n(%) | 222(39.0) | 1352(35.3) | 0.09 | 81(36.0) | 1543(35.7) | 0.93 | 395(38.1) | 1229(35.0) | 0.07 |
| Pneumonia, n(%) | 58(10.2) | 144(3.8) | <0.001 | 49(21.8) | 166(3.8) | <0.001 | 114(11.0) | 101(2.9) | <0.001 |
| Urinary tract infection, n(%) | 13(2.3) | 54(1.4) | 0.11 | 7(3.1) | 63(1.5) | 0.09 | 27(2.6) | 43(1.2) | 0.002 |
IQR, interquartile range; mRS, modified Rankin Scale; NIHSS, National Institutes of Health stroke scale; and SD, standard deviation.
* Stroke subtype was defined by the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification.
Comparison of the outcomes between the minor stroke patients with and without diabetes.
| Time | Outcome | n/N (%) | Univariable analyses | Multivariable analyses | |||
|---|---|---|---|---|---|---|---|
| With DM | Without DM | OR | P value | Adj.OR (95% CI) | P value | ||
| 3 m | Stroke recurrence | 128/1202(10.7) | 269/3243(8.3) | 1.32 | 0.01 | 1.23(0.98–1.54) | 0.08 |
| Death | 32/1230(2.6) | 85/3318(2.6) | 1.02 | 0.94 | 0.95(0.62–1.45) | 0.79 | |
| Poor outcome | 345/1230(28.0) | 673/3318(20.3) | 1.53 | <0.001 | 1.46(1.24–1.71) | <0.001 | |
| 1 y | Stroke recurrence | 190/1192(15.9) | 380/3209(11.8) | 1.41 | <0.001 | 1.31(1.08–1.59) | 0.007 |
| Death | 65/1230(5.3) | 160/3318(4.8) | 1.10 | 0.52 | 1.05(0.77–1.44) | 0.75 | |
| Poor outcome | 358/1230(29.1) | 680/3318(20.5) | 1.59 | <0.001 | 1.51(1.28–1.77) | <0.001 |
CI, confidence interval; DM, diabetes mellitus; and OR, odds ratio.
* Poor outcome: modified Rankin Scale 2–6
† Adjusted for age, smoking status, history of stroke, pre-stroke modified Rankin Scale, National Institutes of Health stroke scale on admission, stroke subtype, history of hypertension, history of coronary heart disease, history of atrial fibrillation, anticoagulation use and pneumonia during hospitalization.
‡ Adjusted for age, body mass index, smoking status, heavy drink, history of stroke, pre-stroke modified Rankin Scale, stroke subtype, history of coronary heart disease, history of atrial fibrillation, antiplatelet therapy and pneumonia during hospitalization.
§Adjusted for age, gender, body mass index, smoking status, heavy drink, history of stroke, pre-stroke modified Rankin Scale, National Institutes of Health stroke scale on admission, stroke subtype, history of hypertension, history of coronary heart disease, history of atrial fibrillation, pneumonia and urinary tract infection during hospitalization.
Baseline characteristics of patients with different minor stroke subtypes.
| Variable | LAA (N = 1915) | SAO (N = 1071) | CE (N = 115) | Others or undetermined (N = 163) | p value |
|---|---|---|---|---|---|
| Age (year), mean(SD) | 64.4±11.7 | 64.1±11.7 | 68.8±11.9 | 58.3±15.2 | <0.001 |
| Female, n(%) | 631(33.0) | 374(34.9) | 58(50.4) | 59(36.2) | 0.002 |
| Body mass index (kg/m2), median (IQR) | 24.4(22.5–26.4) | 24.2(22.4–26.2) | 23.8(22.2–26.2) | 24.2(22.3–26.6) | 0.37 |
| <25 | 1012(57.9) | 598(61.2) | 60(63.8) | 93(58.9) | 0.23 |
| 25–30 | 636(36.4) | 319(32.6) | 33(35.1) | 56(35.4) | |
| ≥30 | 98(5.6) | 61(6.2) | 1(1.1) | 9(5.7) | |
| Smoking status, n(%) | 0.11 | ||||
| Never-smoking | 1071(55.9) | 621(58.0) | 77(67.0) | 91(55.8) | |
| Former-smoking | 236(12.3) | 141(13.2) | 17(14.8) | 18(11.0) | |
| Current smoking | 554(28.9) | 290(27.1) | 20(17.4) | 51(31.3) | |
| Unknown | 54(2.8) | 19(1.8) | 1(0.9) | 3(1.8) | |
| Heavy drink, n(%) | 245(12.8) | 120(11.2) | 8(7.0) | 21(12.9) | 0.20 |
| Random glucose value on admission, median (IQR) | 6.1(5.3–6.9) | 6.1(5.3–6.7) | 6.1(5.5–7.0) | 6.0(5.1–6.7) | 0.03 |
| Pre-stroke mRS >1, n(%) | 81(4.2) | 43(4.0) | 3(2.6) | 8(4.9) | 0.59 |
| NIHSS on admission, median(IQR) | 2(1–3) | 2(1–3) | 2(1–3) | 2(1–2) | 0.36 |
| mean(SD) | 1.8±1.0 | 1.7±1.0 | 1.7±1.1 | 1.7±1.0 | |
| Diabetes, n(%) | 567(29.6) | 304(28.4) | 23(20.0) | 38(23.3) | 0.06 |
| History of disease, n(%) | |||||
| Stroke | 606(31.6) | 302(28.2) | 39(33.9) | 41(25.2) | 0.08 |
| Hypertension | 1293(67.5) | 716(66.9) | 68(59.1) | 85(52.2) | <0.001 |
| Dyslipidemia | 210(11.0) | 137(12.8) | 14(12.2) | 21(12.9) | 0.48 |
| Coronary heart disease | 254(13.3) | 119(11.1) | 29(25.2) | 23(14.1) | <0.001 |
| Atrial fibrillation | 69(3.6) | 20(1.9) | 91(79.1) | 7(4.3) | <0.001 |
| Medications during hospitalization, n(%) | |||||
| Hypoglycemic | 468(24.4) | 251(23.4) | 17(14.8) | 34(20.9) | 0.09 |
| Antihypertensive | 977(51.0) | 562(52.5) | 51(44.4) | 65(39.9) | 0.01 |
| Statins | 967(50.5) | 524(48.9) | 54(47.0) | 67(41.1) | 0.12 |
| Antiplatelet | 1515(79.1) | 876(81.8) | 72(62.6) | 126(77.3) | <0.001 |
| Anticoagulation | 10(0.5) | 7(0.7) | 28(24.4) | 3(1.8) | <0.001 |
| Swallowing assessment, n(%) | 717(37.4) | 481(44.9) | 48(41.7) | 52(31.9) | <0.001 |
| Pneumonia, n(%) | 108(5.6) | 41(3.8) | 19(16.5) | 5(3.1) | <0.001 |
| Urinary tract infection, n(%) | 37(1.9) | 13(1.2) | 4(3.5) | 2(1.2) | 0.21 |
CE, cardioembolism; IQR, interquartile range; LAA, large-artery atherosclerosis; mRS, modified Rankin Scale; NIHSS, National Institutes of Health stroke scale; SAO, small-artery occlusion; and SD, standard deviation.
* Hypoglycemic medications include use of insulin or oral hypoglycemic agents.
Fig 2Adjusted OR of 1-year outcome for diabetes versus non-diabetes by stroke subtype.
CI, confidence interval; DM, diabetes mellitus; and OR, odds ratio. * Poor outcome: modified Rankin Scale 2–6; † The same adjustment as corresponding multivariable analysis in Table 2 excluding stroke subtype for adjustment in subgroup analysis.
Association of DM with prognosis of minor stroke or its subtypes after adjusting for random glucose on admission.
| Outcome at 1 y | DM | Random glucose | ||
|---|---|---|---|---|
| Adj.OR | p value | Adj.OR | p value | |
| Stroke recurrence | 1.23(0.99–1.53) | 0.07 | 1.03(0.98–1.07) | 0.22 |
| Poor outcome | 1.38(1.15–1.66) | <0.001 | 1.04(1.00–1.07) | 0.05 |
| Stroke recurrence | 1.52(0.94–2.48) | 0.09 | 1.03(0.93–1.14) | 0.57 |
| Poor outcome | 1.66(1.13–2.44) | 0.01 | 1.02(0.94–1.11) | 0.64 |
CI, confidence interval; DM, diabetes mellitus; and OR, odds ratio.
* Poor outcome: modified Rankin Scale 2–6
† DM and random glucose on admission were included in the same multivariable logistic regression model, in which other adjusted covariates were same as that in Fig 2.