| Literature DB >> 30106326 |
Abstract
Objective This study was performed to evaluate the potential predictors of poor outcomes associated with diabetes-specific microvascular pathologies and to analyze their influence on clinical outcomes by adjusting for other well-known prognostic factors in patients with acute ischemic stroke. Methods We analyzed 1389 consecutive adult patients with acute ischemic stroke and explored the relationship among clinical characteristics, laboratory measurements, imaging findings, and 6-month functional outcomes. Results The final study population comprised 216 patients with both acute ischemic stroke and diabetes mellitus who were followed up for 6 months. A multiple logistic regression analysis of poor outcomes revealed the following independent predictors: leukoaraiosis severity [odds ratio (OR), 7.38; 95% confidence interval (CI), 1.40-38.86, per 1-point increase), diabetic nephropathy (OR, 10.66; 95% CI, 1.10-103.43), and the admission National Institutes of Health stroke scale score (OR, 2.58; 95% CI, 1.36-4.92 per 1-point increase). In this model, admission hyperglycemia and intracerebral hemorrhagic transformation were not independent prognostic predictors. Conclusion Microvascular complications (such as nephropathy) caused by diabetes mellitus predict an unfavorable clinical outcome after acute ischemic stroke. Diabetic nephropathy may partly affect post-stroke prognosis by means of exacerbating leukoaraiosis.Entities:
Keywords: Acute stroke; diabetes mellitus; functional recovery; leukoaraiosis; microvascular complications; outcome
Mesh:
Year: 2018 PMID: 30106326 PMCID: PMC6134682 DOI: 10.1177/0300060517734743
Source DB: PubMed Journal: J Int Med Res ISSN: 0300-0605 Impact factor: 1.671
Baseline and demographic characteristics of all patients
| All | mRS score at 6 months | P value | ||
|---|---|---|---|---|
| 0–2 | 3–6 | |||
| Demographics | ||||
| Age, years | 69.2 ± 11.8 | 67.5 ± 11.5 | 71.9 ± 11.9 | 0.008 |
| Sex, male | 129 (59.7) | 82 (61.2) | 47 (57.3) | 0.575 |
| Risk factors | ||||
| Cigarette smoking | 61 (28.2) | 34 (25.4) | 27 (32.9) | 0.233 |
| Alcohol consumption | 39 (18.1) | 20 (14.9) | 19 (23.2) | 0.127 |
| Diabetes type | 0.582 | |||
| Known type 1 | 2 (0.9) | 1 (0.7) | 1 (1.2) | |
| Known type 2 | 125 (57.9) | 76 (56.7) | 49 (59.8) | |
| Newly diagnosed type 1 | 2 (0.9) | 1 (0.7) | 1 (1.2) | |
| Newly diagnosed type 2 | 87 (40.3) | 56 (41.8) | 31 (37.8) | |
| Diabetic retinopathy | 111 (51.4) | 49 (36.6) | 62 (75.6) | <0.001 |
| Diabetic nephropathy | 73 (33.8) | 14 (10.4) | 59 (72.0) | <0.001 |
| Diabetic neuropathy | 62 (28.7) | 13 (9.7) | 49 (59.8) | <0.001 |
| Hypertension | 181 (83.8) | 114 (85.1) | 76 (92.7) | 0.029 |
| Hyperlipidemia | 103 (47.7) | 64 (47.8) | 39 (47.6) | 0.977 |
| Hyperuricemia | 27 (12.5) | 15 (11.2) | 12 (14.6) | 0.460 |
| Peripheral artery disease | 23 (10.6) | 5 (3.7) | 18 (22.0) | <0.001 |
| Coronary artery disease | 29 (13.4) | 14 (10.4) | 15 (18.3) | 0.102 |
| Atrial fibrillation | 29 (13.4) | 16 (11.9) | 13 (15.9) | 0.415 |
| Valvular heart disease | 10 (4.8) | 5 (3.7) | 5 (6.1) | 0.424 |
| Congestive heart failure | 16 (7.4) | 3 (2.2) | 13 (15.9) | <0.001 |
| Prior AMI | 7 (3.2) | 2 (1.5) | 5 (6.1) | 0.064 |
| Prior TIA | 13 (6.0) | 7 (5.2) | 6 (7.3) | 0.532 |
| Previous treatment | ||||
| Antidiabetic | 95 (44.0) | 60 (44.8) | 35 (42.7) | 0.909 |
| Anticoagulant | 9 (4.0) | 7 (5.2) | 2 (2.4) | 0.322 |
| Antiplatelet | 41 (19.0) | 25 (18.7) | 16 (19.5) | 0.884 |
| Antihypertensive | 105 (48.6) | 63 (47.0) | 42 (51.2) | 0.866 |
| Statin | 37 (17.1) | 22 (16.4) | 15 (18.3) | 0.798 |
| Clinical examination at admission | ||||
| Body temperature, °C | 36.5 ± 0.4 | 36.5 ± 0.4 | 36.6 ± 0.4 | 0.135 |
| Systolic BP, mmHg | 151.7 ± 25.9 | 150.2 ± 25.0 | 154.0 ± 27.2 | 0.296 |
| Diastolic BP, mmHg | 88.0 ± 12.8 | 87.7 ± 12.1 | 88.1 ± 14.0 | 0.607 |
| NIHSS score | 6.4 ± 5.5 | 3.3 ± 2.3 | 11.0 ± 6.1 | <0.001 |
| GCS score | 14.7 ± 1.5 | 14.9 ± 0.3 | 14.1 ± 2.3 | <0.001 |
| TOAST | <0.001 | |||
| LAA | 99 (45.8) | 45 (33.6) | 54 (65.9) | |
| CE | 28 (13) | 14 (10.4) | 14 (17.1) | |
| SVO | 87 (40.3) | 73 (54.5) | 14 (17.1) | |
| OU | 2 (0.9) | 2 (1.5) | 0 (0.0) | |
Data are presented as mean ± standard deviation or n (%) unless otherwise stated.
mRS, modified Rankin scale; AMI, acute myocardial infarction; TIA, transient ischemic attack; BP, blood pressure; NIHSS, National Institutes of Health stroke scale; GCS, Glasgow Coma Scale; TOAST, the Trial of Org 10172 in Acute Stroke Treatment; LAA, large artery atherosclerosis; CE, cardioembolism; SVO, small vessel occlusion; OU, other determined etiology or undetermined etiology.
Laboratory measurements at admission and imaging findings
| All | mRS at 6 months | P value | ||
|---|---|---|---|---|
| 0–2 | 3–6 | |||
| Laboratory measurements at admission | ||||
| Admission plasma glucose, mmol/l | 11.4 ± 8.0 | 9.9 ± 4.4 | 13.9 ± 11.3 | <0.001 |
| HbA1c, % | 8.2 ± 2.1 | 8.0 ± 2.1 | 8.4 ± 2.0 | 0.147 |
| BUN, mmol/l | 8.71 ± 4.88 | 8.04 ± 4.20 | 9.21 ± 5.71 | 0.083 |
| sCr, mg/dl | 1.03 ± 0.63 | 1.00 ± 0.69 | 1.06 ± 0.67 | 0.097 |
| eGFR, ml/min/1.73 m2 | 72.9 ± 23.3 | 74.6 ± 21.2 | 71.2 ± 28.8 | 0.078 |
| Proteinuria | 8 (6.0) | 16 (11.9) | 58 (70.7) | <0.001 |
| Urine ketones | 32 (14.8) | 8 (6.0) | 24 (29.3) | <0.001 |
| Imaging findings | ||||
| IMT, mm | 1.0 ± 0.3 | 0.9 ± 0.2 | 1.3 ± 0.3 | <0.001 |
| Modified Fazekas scale score | <0.001 | |||
| Grade 0 | 25 (11.6) | 25 (18.7) | 0 (0.0) | |
| Grade 1 | 74 (34.3) | 73 (54.5) | 1 (1.2) | |
| Grade 2 | 48 (22.2) | 34 (25.4) | 14 (17.1) | |
| Grade 3 | 69 (31.9) | 2 (1.5) | 67 (81.7) | |
| Intracerebral HT | 21 | 4 | 17 | <0.001 |
Data are presented as mean ± standard deviation or n (%) unless otherwise stated.
mRS, modified Rankin scale; HbA1c, glycated hemoglobin; BUN, blood urea nitrogen; sCr, serum creatinine; eGFR, estimated glomerular filtration rate; IMT, internal carotid artery intima–media thickness; HT, hemorrhagic transformation.
Post-stroke complications of all patients
| Post-stroke complications | All | mRS at 6 months | P value | |
|---|---|---|---|---|
| 0–2 | 3–6 | |||
| Swallowing dysfunction | 51 (23.6) | 6 (4.5) | 45 (54.9) | <0.001 |
| Pneumonia | 10 (4.6) | 4 (3.0) | 25 (30.5) | <0.001 |
| Urinary tract infection | 13 (6.0) | 2 (1.5) | 11 (13.4) | <0.001 |
| Gastrointestinal bleeding | 10 (4.6) | 4 (3.0) | 6 (7.3) | 0.143 |
| Seizure | 23 (10.7) | 5 (3.7) | 18 (22.0) | <0.001 |
Data are presented as n (%).
mRS, modified Rankin scale.
Independent variables associated with severe leukoaraiosis
| Independent variable | OR (95% CI) | P value |
|---|---|---|
| Age (per 1-year increase) | 0.90 (0.80–1.02) | 0.001 |
| Hypertension (present) | 1.36 (0.88–2.10) | 0.014 |
| Congestive heart failure (present) | 1.81 (0.71–4.64) | 0.216 |
| Peripheral artery disease (present) | 1.35 (0.19–9.54) | 0.765 |
| Diabetic retinopathy (present) | 1.52 (0.63–3.64) | 0.351 |
| Diabetic nephropathy (present) | 3.56 (1.45–8.76) | 0.006 |
| Diabetic neuropathy (present) | 3.33 (1.08–10.25) | 0.036 |
| Increased IMT (present) | 7.16 (3.03–16.93) | <0.001 |
| HbA1c (per 1% increase) | 1.09 (0.90–1.33) | 0.392 |
All variables shown were included in the models.
OR, odds ratio; CI, confidence interval; IMT, internal carotid artery intima–media thickness; HbA1c, glycated hemoglobin.
Independent variables associated with poor outcomes
| Independent variable | OR (95% CI) | P value |
|---|---|---|
| Age (per 1-year increase) | 0.90 (0.80–1.02) | 0.104 |
| Hypertension (present) | 3.10 (0.69–13.86) | 0.139 |
| Congestive heart failure (present) | 4.52 (0.49–41.44) | 0.182 |
| Peripheral artery disease (present) | 1.80 (0.14–23.39) | 0.654 |
| Diabetic retinopathy (present) | 0.219 (0.11–4.47) | 0.219 |
| Diabetic nephropathy (present) | 10.66 (1.10–103.43) | 0.041 |
| Diabetic neuropathy (present) | 5.43 (0.62–47.67) | 0.127 |
| LAA (present) | 9.09 (0.76–109.00) | 0.082 |
| Admission NIHSS score (per 1-point increase) | 2.58 (1.36–4.92) | 0.004 |
| Admission GCS score (per 1-point increase) | 3.75 (0.58–24.19) | 0.164 |
| Admission plasma glucose (per 1-mmol/l increase) | 0.99 (0.76–1.32) | 0.793 |
| Proteinuria (present) | 2.19 (0.95–5.28) | 0.145 |
| Urine ketones (present) | 5.82 (0.29–115.47) | 0.248 |
| Modified Fazekas scale score (per 1-point increase) | 7.38 (1.40–38.86) | 0.018 |
| HT (present) | 0.18 (0.02–2.05) | 0.166 |
| Increased IMT (present) | 2.12 (0.12–39.09) | 0.614 |
| Post-stroke swallowing dysfunction (present) | 0.02 (0.00–1.16) | 0.058 |
| Post-stroke pneumonia (present) | 2.68 (0.01–1185.76) | 0.751 |
| Post-stroke urinary tract infection (present) | 3.87 (0.03–462.87) | 0.579 |
| Post-stroke seizure (present) | 0.80 (0.05–12.86) | 0.877 |
All variables shown were included in the models.
OR, odds ratio; CI, confidence interval; LAA, large artery atherosclerosis; NIHSS, National Institutes of Health stroke scale; GCS, Glasgow Coma Scale; HT, hemorrhagic transformation; IMT, internal carotid artery intima–media thickness.