| Literature DB >> 33081723 |
Zhongzhong Liu1,2, Wenjuan Lin3, Qingli Lu1,2, Jing Wang1,2, Pei Liu1,2, Xuemei Lin1,2, Fang Wang1,2, Yaling Shi1,2, Qing Wang1,2, Guozheng Liu1,2, Songdi Wu4,5,6.
Abstract
BACKGROUND: The prevalence of stroke recurrence, disability, and all-cause mortality of patients with minor ischemic stroke (MIS) remains problematic. The aim of the present study was to identify risk factors associated with adverse outcomes at 1 year after MIS in the Xi'an region of China.Entities:
Keywords: All-cause mortality; Disability; Minor ischemic stroke; Risk factors; Stroke recurrence
Mesh:
Year: 2020 PMID: 33081723 PMCID: PMC7574206 DOI: 10.1186/s12883-020-01954-3
Source DB: PubMed Journal: BMC Neurol ISSN: 1471-2377 Impact factor: 2.474
Fig. 1Flow chart showing the patient selection. NIHSS, National Institutes of Health Stroke Scale
Univariate logistic regression analysis of patients with or without stroke recurrence at 1 year after MIS
| Variables | Overall | Recurrence | No recurrence | OR (95% CI) | |
|---|---|---|---|---|---|
| Demographic information | |||||
| Age, median (IQR), year | 64.0 (56.0–74.0) | 70.0 (61.2–76.8) | 64.0 (55.0–73.0) | 1.05 (1.02–1.08) | 0.001 |
| Male, n(%) | 697 (62.2) | 29 (76.3) | 668 (61.7) | 1.97 (0.93–4.17) | 0.075 |
| BMI on admission,kg/m2 | 23.9 (22.2–25.6) | 24.1 (22.6–26.1) | 23.9 (22.1–25.6) | 1.00 (0.90–1.10) | 0.935 |
| Education level, n(%) | 0.068 | ||||
| elementary or below | 446 (39.8) | 18 (47.4) | 428 (39.5) | Ref. | – |
| middle school | 234 (20.9) | 6 (15.8) | 228 (21.1) | 0.62 (0.25–1.57) | 0.319 |
| high school or above | 441 (39.3) | 14 (36.8) | 427 (39.4) | 0.78 (0.39–1.57) | 0.485 |
| Medical insurance type, n(%) | 0.636 | ||||
| Urban employees’ medical insurance | 591 (52.7) | 19 (50.0) | 572 (52.8) | Ref. | – |
| New type rural cooperative medical system | 414 (36.9) | 17 (44.7) | 397 (36.7) | 1.29 (0.67–2.48) | 0.443 |
| Commercial insurance | 2 (0.2) | 0 (0.0) | 2 (0.2) | 0.00 (0.00-∞) | 0.996 |
| Out-of-pocket medical | 114 (10.2) | 2 (5.3) | 112 (10.3) | 0.55 (0.13–2.35) | 0.418 |
| Vascular risk factors | – | ||||
| Hypertension, n(%) | 768 (68.5) | 26 (68.4) | 742 (68.5) | 0.99 (0.50–1.96) | 0.974 |
| DM, n(%) | 242 (21.6) | 12 (31.6) | 230 (21.2) | 1.68 (0.85–3.32) | 0.139 |
| Dyslipidemia, n(%) | 77 (6.9) | 1 (2.6) | 76 (7.0) | 0.36 (0.05–2.65) | 0.318 |
| AF, n(%) | 54 (4.8) | 3 (7.9) | 51 (4.7) | 1.69 (0.52–5.48) | 0.386 |
| Smoking, n(%) | 0.017 | ||||
| Never smoking | 665 (59.3) | 12 (31.6) | 653 (60.3) | Ref. | – |
| smoking cessation | 169 (15.1) | 9 (23.7) | 160 (14.8) | 1.85 (0.89–4.38) | 0.068 |
| Current smoking | 287 (25.6) | 17 (44.7) | 270 (24.9) | 1.24 (1.11–2.96) | 0.034 |
| Moderate or heavy alcohol use, n(%) | 271 (24.2) | 7 (18.4) | 264 (24.4) | 0.70 (0.31–1.59) | 0.391 |
| Previous stroke, n(%) | 297 (26.5) | 18 (47.4) | 279 (25.8) | 2.54 (1.34–4.80) | 0.004 |
| PVD, n(%) | 29 (2.6) | 3 (7.9) | 26 (2.4) | 3.35 (1.03–10.91) | 0.044 |
| Pneumonia, n(%) | 25 (2.2) | 6 (15.8) | 19 (1.8) | 9.89 (4.13–23.68) | 0.001 |
| NIHSS score on admission | 1.0 (0.0–2.0) | 1.5 (0.0–3.0) | 1.0 (0.0–2.0) | 1.04 (0.80–1.37) | 0.755 |
| SBP on admission, mmHg | 144.8 ± 20.7 | 145.6 ± 24.2 | 144.8 ± 20.6 | 1.00 (0.99–1.02) | 0.788 |
| DBP on admission, mmHg | 85.7 ± 12.2 | 86.6 ± 14.6 | 85.7 ± 12.1 | 1.01 (0.98–1.03) | 0.661 |
| Heart rate, bmp | 74.3 ± 9.4 | 76.8 ± 10.0 | 74.2 ± 9.3 | 1.03 (1.00–1.06) | 0.086 |
| Laboratory findings | |||||
| Total cholesterol, mmol/L | 4.4 ± 1.0 | 4.5 ± 0.9 | 4.4 ± 1.0 | 1.04 (0.76–1.41) | 0.821 |
| Triglyceride, mmol/L | 1.7 ± 1.2 | 1.6 ± 0.9 | 1.7 ± 1.2 | 0.91 (0.65–1.26) | 0.560 |
| HDL-C, mmol/L | 1.1 ± 0.3 | 1.1 ± 0.3 | 1.1 ± 0.3 | 0.57 (0.18–1.79) | 0.337 |
| LDL-C, mmol/L | 2.6 ± 0.8 | 2.8 ± 0.7 | 2.6 ± 0.9 | 1.19 (0.84–1.68) | 0.332 |
| FBG, mmol/L | 5.8 ± 2.1 | 6.2 ± 3.0 | 5.7 ± 2.1 | 1.09 (0.97–1.22) | 0.169 |
| BUN, mmol/L | 5.0 ± 1.8 | 5.3 ± 1.7 | 5.0 ± 1.8 | 1.08 (0.93–1.26) | 0.321 |
| UA, 10 μmol/L | 291.3 ± 96.0 | 277.9 ± 95.8 | 291.8 ± 96.1 | 0.98 (0.95–1.02) | 0.387 |
| ALP, U/L | 77.6 ± 25.6 | 83.8 ± 21.5 | 77.3 ± 25.7 | 1.01 (1.00–1.02) | 0.104 |
| BPC, × 1011/L | 194.4 ± 58.3 | 193.4 ± 48.0 | 194.4 ± 58.6 | 0.97 (0.55–1.71) | 0.906 |
| Leukocyte count, ×109/L | 6.7 ± 2.2 | 7.1 ± 2.5 | 6.6 ± 2.2 | 1.08 (0.95–1.21) | 0.234 |
Abbreviations: BMI Body Mass Index, DM Diabetes Mellitus, AF Atrial Fibrillation, PVD Peripheral Vascular Disease, NIHSS National Institutes of Health Stroke Scale, SBP Systolic Blood Pressure, DBP Diastolic Blood Pressure, HLD-C High-Density Lipoprotein Cholesterol, LDL-C low-density lipoprotein cholesterol, FBG Fasting Blood Glucose, BUN Blood Urea Nitrogen, UA Uric Acid, ALP Alkaline Phosphatase, BPC Blood Platelet Count, CI confidence internals, OR odds ratios, IQR interquartile range
Univariate logistic regression analysis of patients with or without stroke disability at 1 year after MIS
| Variables | Overall | Disability | No disability | OR (95% CI) | |
|---|---|---|---|---|---|
| Demographic information | |||||
| Age, median (IQR), year | 64.0 (56.0–74.0) | 76.0 (66.0–80.2) | 63.0 (55.0–72.0) | 1.08 (1.06–1.10) | 0.001 |
| Male, n% | 697 (62.2) | 71 (68.3) | 626 (61.6) | 1.32 (0.87–1.99) | 0.189 |
| BMI on admission, kg/m2 | 23.9 (22.2–25.6) | 23.7 (21.6–25.2) | 24.0 (22.2–25.6) | 0.94 (0.88–1.00) | 0.058 |
| Education level, n (%) | 0.052 | ||||
| elementary or below | 446 (39.8) | 52 (50.0) | 394 (38.7) | Ref. | – |
| middle school | 234 (20.9) | 11 (10.6) | 223 (21.9) | 0.40 (0.21–1.06) | 0.055 |
| high school or above | 441 (39.3) | 41 (39.4) | 400 (39.3) | 0.79 (0.52–1.19) | 0.254 |
| Medical insurance type, n(%) | 0.919 | ||||
| Urban employees’ medical insurance | 591 (52.7) | 53 (51.0) | 538 (52.9) | Ref. | – |
| New type rural cooperative medical system | 414 (36.9) | 41 (39.4) | 373 (36.7) | 1.12 (0.75–1.69) | 0.573 |
| Commercial insurance | 2 (0.2) | 0 (0.0) | 2 (0.2) | 0.00 (0.00-∞) | 0.996 |
| Out-of-pocket medical | 114 (10.2) | 10 (9.6) | 104 (10.2) | 0.97 (0.49–1.91) | 0.931 |
| Vascular risk factors | |||||
| Hypertension, n (%) | 768 (68.5) | 74 (71.2) | 694 (68.2) | 1.11 (0.73–1.70) | 0.622 |
| DM, n (%) | 242 (21.6) | 27 (26.0) | 215 (21.1) | 1.27 (0.82–1.97) | 0.289 |
| Dyslipidemia, n (%) | 77 (6.9) | 6 (5.8) | 71 (7.0) | 0.81 (0.36–1.86) | 0.625 |
| AF, n (%) | 54 (4.8) | 8 (7.7) | 46 (4.5) | 1.67 (0.81–3.44) | 0.163 |
| Smoking, n (%) | 0.053 | ||||
| Never smoking | 665 (59.3) | 65 (62.5) | 600 (59.0) | Ref. | – |
| Smoking cessation | 169 (15.1) | 22 (21.2) | 147 (14.5) | 1.37 (0.85–2.23) | 0.198 |
| Current smoking | 287 (25.6) | 17 (16.3) | 270 (26.5) | 0.60 (0.35–1.03) | 0.063 |
| Moderate or heavy alcohol use, n (%) | 271 (24.2) | 19 (18.5) | 198 (19.5) | 0.89 (0.69–1.32) | 0.010 |
| Previous stroke, n (%) | 297 (26.5) | 40 (38.5) | 257 (25.3) | 1.78 (1.20–2.64) | 0.004 |
| PVD, n (%) | 29 (2.6) | 4 (3.8) | 25 (2.5) | 1.57 (0.58–4.26) | 0.378 |
| Pneumonia, n (%) | 25 (2.2) | 12 (11.5) | 13 (1.3) | 7.58 (4.15–13.84) | 0.001 |
| NIHSS score on dmission | 1.0 (0.0–2.0) | 2.0 (0.0–3.0) | 1.0 (0.0–2.0) | 1.28 (1.08–1.50) | 0.004 |
| SBP on admission, mmHg | 144.8 ± 20.7 | 146.8 ± 22.2 | 144.6 ± 20.6 | 1.00 (1.00–1.01) | 0.297 |
| DBP on admission, mmHg | 85.7 ± 12.2 | 84.7 ± 14.9 | 85.8 ± 11.9 | 0.99 (0.98–1.01) | 0.390 |
| Heart rate, bmp | 74.3 ± 9.4 | 75.5 ± 9.0 | 74.1 ± 9.4 | 1.01 (0.99–1.03) | 0.154 |
| Laboratory findings | |||||
| Total cholesterol, mmol/L | 4.4 ± 1.0 | 4.4 ± 1.0 | 4.4 ± 1.0 | 0.95 (0.78–1.15) | 0.598 |
| Triglyceride, mmol/L | 1.7 ± 1.2 | 1.6 ± 1.0 | 1.7 ± 1.2 | 0.94 (0.78–1.13) | 0.511 |
| HDL-C, mmol/L | 1.1 ± 0.3 | 1.2 ± 0.4 | 1.1 ± 0.3 | 1.19 (0.65–2.18) | 0.565 |
| LDL-C, mmol/L | 2.6 ± 0.8 | 2.6 ± 0.8 | 2.6 ± 0.9 | 0.92 (0.72–1.17) | 0.482 |
| FBG, mmol/L | 5.8 ± 2.1 | 6.1 ± 2.7 | 5.7 ± 2.1 | 1.07 (0.99–1.16) | 0.099 |
| BUN, mmol/L | 5.0 ± 1.8 | 5.7 ± 1.9 | 4.9 ± 1.8 | 1.17 (1.08–1.27) | 0.001 |
| UA, 10 μmol/L | 291.3 ± 96.0 | 301.6 ± 114.1 | 290.2 ± 94.0 | 1.01 (0.99–1.03) | 0.296 |
| ALP, U/L | 77.6 ± 25.6 | 80.6 ± 34.5 | 77.2 ± 24.5 | 1.01 (1.00–1.01) | 0.165 |
| BPC, ×1011/L | 194.4 ± 58.3 | 189.7 ± 55.1 | 194.8 ± 58.6 | 0.86 (0.60–1.23) | 0.386 |
| Leukocyte count, ×109/L | 6.7 ± 2.2 | 7.2 ± 2.8 | 6.6 ± 2.2 | 1.09 (1.01–1.17) | 0.024 |
Abbreviations: BMI Body Mass Index, DM Diabetes Mellitus, AF Atrial Fibrillation, PVD Peripheral Vascular Disease, NIHSS National Institutes of Health Stroke Scale, SBP Systolic Blood Pressure, DBP Diastolic Blood Pressure, HLD-C High-Density Lipoprotein Cholesterol, LDL-C low-density lipoprotein cholesterol, FBG Fasting Blood Glucose, BUN Blood Urea Nitrogen, UA Uric Acid, ALP Alkaline Phosphatase, BPC Blood Platelet Count, CI confidence internals, OR odds ratios, IQR interquartile range
Univariate logistic regression analysis of patients with or without all-cause mortality at 1 year after MIS
| Variables | Overall | Death | No death | OR (95% CI) | |
|---|---|---|---|---|---|
| Demographic information | |||||
| Age, median (IQR), year | 64.0 (56.0–74.0) | 75.0 (65.0–80.0) | 64.0 (55.0–73.0) | 1.07 (1.04–1.11) | 0.001 |
| Male, n% | 697 (62.2) | 28 (75.7) | 669 (61.7) | 1.91 (0.90–4.04) | 0.092 |
| BMI on admission, kg/m2 | 23.9 (22.2–25.6) | 23.7 (21.5–24.8) | 24.0 (22.2–25.6) | 0.93 (0.83–1.04) | 0.179 |
| Education level, n (%) | 0.494 | ||||
| elementary or below | 446 (39.8) | 15 (40.5) | 431 (39.8) | Ref. | – |
| middle school | 234 (20.9) | 5 (13.5) | 229 (21.1) | 0.62 (0.23–1.71) | 0.356 |
| high school or above | 441 (39.3) | 17 (45.9) | 424 (39.1) | 1.13 (0.57–2.27) | 0.723 |
| Medical insurance type, n (%) | 0.944 | ||||
| Urban employees’ medical insurance | 591 (52.7) | 21 (56.8) | 570 (52.6) | Ref. | – |
| New type rural cooperative medical system | 414 (36.9) | 13 (35.1) | 401 (37.0) | 0.90 (0.45–1.79) | 0.761 |
| Commercial insurance | 2 (0.2) | 0 (0.0) | 2 (0.2) | 0.00 (0.00-∞) | 0.997 |
| Out-of-pocket medical | 114 (10.2) | 3 (8.1) | 111 (10.2) | 0.74 (0.22–2.47) | 0.622 |
| Vascular risk factors | |||||
| Hypertension, n (%) | 768 (68.5) | 22 (59.5) | 746 (68.8) | 0.66 (0.34–1.28) | 0.219 |
| DM, n (%) | 242 (21.6) | 7 (18.9) | 235 (21.7) | 0.85 (0.37–1.92) | 0.689 |
| Dyslipidemia, n (%) | 77 (6.9) | 1 (2.7) | 76 (7.0) | 0.37 (0.05–2.71) | 0.328 |
| AF, n (%) | 54 (4.8) | 4 (10.8) | 50 (4.6) | 2.39 (0.85–6.75) | 0.099 |
| Smoking, n (%) | 0.272 | ||||
| Never smoking | 665 (59.3) | 19 (51.4) | 646 (59.6) | Ref. | – |
| smoking cessation | 169 (15.1) | 9 (24.3) | 160 (14.8) | 1.92 (0.87–4.24) | 0.107 |
| Current smoking | 287 (25.6) | 9 (24.3) | 278 (25.6) | 1.09 (0.50–2.42) | 0.823 |
| Moderate or heavy alcohol use, n (%) | 271 (24.2) | 6 (16.2) | 265 (24.4) | 0.59 (0.25–1.42) | 0.241 |
| Previous stroke, n (%) | 297 (26.5) | 14 (37.8) | 283 (26.1) | 1.73 (0.89–3.35) | 0.108 |
| PVD, n (%) | 29 (2.6) | 3 (8.1) | 26 (2.4) | 3.42 (1.05–11.15) | 0.041 |
| Pneumonia, n (%) | 25 (2.2) | 4 (10.8) | 21 (1.9) | 6.95 (2.46–19.63) | 0.003 |
| NIHSS score on admission | 1.0 (0.0–2.0) | 2.0 (0.0–3.0) | 1.0 (0.0–2.0) | 1.25 (0.95–1.65) | 0.108 |
| SBP on admission, mmHg | 144.8 ± 20.7 | 146.2 ± 21.2 | 144.8 ± 20.7 | 1.00 (0.99–1.02) | 0.652 |
| DBP on admission, mmHg | 85.7 ± 12.2 | 85.3 ± 13.7 | 85.7 ± 12.1 | 1.00 (0.97–1.02) | 0.853 |
| Heart rate, bmp | 74.3 ± 9.4 | 77.0 ± 7.9 | 74.2 ± 9.4 | 1.03 (1.00–1.06) | 0.061 |
| Laboratory findings | |||||
| Total cholesterol, mmol/L | 4.4 ± 1.0 | 4.2 ± 0.7 | 4.4 ± 1.0 | 0.79 (0.56–1.12) | 0.191 |
| Triglyceride, mmol/L | 1.7 ± 1.2 | 1.4 ± 0.9 | 1.7 ± 1.2 | 0.75 (0.50–1.14) | 0.180 |
| HDL-C, mmol/L | 1.1 ± 0.3 | 1.1 ± 0.3 | 1.1 ± 0.3 | 0.96 (0.33–2.76) | 0.939 |
| LDL-C, mmol/L | 2.6 ± 0.8 | 2.4 ± 0.6 | 2.6 ± 0.9 | 0.72 (0.47–1.10) | 0.132 |
| FBG, mmol/L | 5.8 ± 2.1 | 5.8 ± 2.3 | 5.8 ± 2.1 | 1.01 (0.87–1.17) | 0.909 |
| BUN, mmol/L | 5.0 ± 1.8 | 5.4 ± 1.6 | 5.0 ± 1.8 | 1.11 (0.95–1.29) | 0.196 |
| UA, 10 μmol/L | 291.3 ± 96.0 | 319.1 ± 130.8 | 290.3 ± 94.5 | 1.03 (1.00–1.06) | 0.082 |
| ALP, U/L | 77.6 ± 25.6 | 87.2 ± 43.7 | 77.2 ± 24.7 | 1.01 (1.00–1.02) | 0.012 |
| BPC, ×1011/L | 194.4 ± 58.3 | 181.6 ± 54.1 | 194.8 ± 58.4 | 0.67 (0.37–1.22) | 0.187 |
| LC, ×109/L | 6.7 ± 2.2 | 6.5 ± 2.3 | 6.7 ± 2.2 | 0.97 (0.83–1.13) | 0.699 |
Abbreviations: BMI Body Mass Index, DM Diabetes Mellitus, AF Atrial Fibrillation, PVD Peripheral Vascular Disease, NIHSS National Institutes of Health Stroke Scale, SBP Systolic Blood Pressure, DBP Diastolic Blood Pressure, HLD-C High-Density Lipoprotein Cholesterol, LDL-C low-density lipoprotein cholesterol, FBG Fasting Blood Glucose, BUN Blood Urea Nitrogen, UA Uric Acid, ALP Alkaline Phosphatase, BPC Blood Platelet Count, CI confidence internals, OR odds ratios, IQR interquartile range
Multivariable logistic regression analysis of independent risk factors associated with stroke recurrence, disability and all-cause mortality at 1 year after MIS onset
| Variables | Stroke recurrence | Stroke disability | Death | |||
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||||
| Age | 1.04 (1.01–1.08) | 0.013 | 1.09 (1.06–1.12) | 0.001 | 1.06 (1.03–1.11) | 0.001 |
| Moderate or heavy Alcohol use | 0.36 (0.13–1.03) | 0.056 | 0.45 (0.19–1.05) | 0.064 | 0.31 (0.22–1.00) | 0.055 |
| Current smoking | 3.25 (1.33–7.93) | 0.010 | – | – | 2.06 (0.78–5.45) | 0.146 |
| Previous stroke | 1.89 (0.91–3.91) | 0.087 | 1.28 (0.76–2.17) | 0.356 | – | – |
| PVD | 1.80 (0.37–8.77) | 0.465 | 0.66 (0.14–3.14) | 0.601 | 2.20 (0.44–10.88) | 0.334 |
| Pneumonia | 6.80 (2.24–20.64) | 0.001 | 6.24 (2.35–16.55) | < 0.001 | 4.48 (1.27–15.83) | 0.020 |
| ALP | – | – | – | – | 1.01 (1.00–1.02) | 0.023 |
| NIHSS score on admission | 0.88 (0.65–1.20) | 0.420 | 1.24 (1.01–1.53) | 0.036 | 1.08 (0.80–1.48) | 0.607 |
| BUN | – | – | 1.11 (0.99–1.24) | 0.088 | – | – |
| Leukocyte count | 1.03 (0.90–1.19) | 0.651 | 1.09 (1.00–1.20) | 0.048 | 0.94 (0.80–1.11) | 0.465 |
Stroke disability was defined as modified Rankin Scale≥3. “−“not included in the multivariate analysis
Abbreviations: OR Odd Ratio, CI Confidence Internal, PVD Peripheral vascular disease, ALP Alkaline phosphatase, BUN Blood urea nitrogen; Adjusted for age, education level, moderate or heavy alcohol, current smoking, previous stroke, PVD, Pneumonia, ALP, NIHSS score on admission, BUN and Leukocyte count