| Literature DB >> 30653584 |
Ola Hjelmgren1,2, Ulf Strömberg3, Karl Gellerman1, Anders Thurin2, Madeleine Zetterberg4, Göran Bergström1,2.
Abstract
AIMS: To study if retinopathy increases the risk of stroke recurrence in stroke patients with type 2 diabetes. Also, to study if stroke patients with type 2 diabetes have an increased risk of stroke recurrence compared to non-diabetics and if stroke patients with type 2 diabetes, regardless of retinopathy, have a higher incidence of carotid stenosis. Also, to study if stroke patients with type 2 diabetes retinopathy have increased incidence of carotid stenosis.Entities:
Mesh:
Year: 2019 PMID: 30653584 PMCID: PMC6336303 DOI: 10.1371/journal.pone.0210832
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Comparison of clinical characteristics between diabetes patients and controls.
| Diabetes patients | Controls | p-value | |||
|---|---|---|---|---|---|
| Age, years | 68.9 (9.6) | 68.9 (9.6) | 0.96 | ||
| Male sex | 288(64.7%) | 288(64.7%) | 1.0 | ||
| Stroke as type of first event | 145 (33%) | 145 (33%) | 1.0 | ||
| Days from event to ultrasound | 3 (1–5) | 3 (1–6) | 0.18 | ||
| Carotid artery stenosis | |||||
| <50% | 341 (47.6%) | 376 (52.4%) | 0.008 | ||
| 50–69% | 42 (56%) | 33 (44%) | |||
| ≥70% | 62 (63.3%) | 36 (36.7%) | |||
| Coronary Heart Disease | 133 (30%) | 76 (17%) | <0.001 | ||
| Heart failure | 49 (11%) | 25 (6%) | <0.005 | ||
| Peripheral Artery Disease | 24 (5%) | 13 (3%) | 0.07 | ||
| Atrial Fibrillation | 63 (14%) | 59 (13%) | 0.70 | ||
| Smoking | |||||
| Non-smoker | 127 (37%) | 148 (42%) | 0.26 | ||
| Ex-smoker | 83 (24%) | 85 (24%) | |||
| Current smoker | 137 (40%) | 120 (34%) | |||
| Socioeconomic status | |||||
| High | 113 (25%) | 113 (25%) | 1.0 | ||
| Middle | 142 (32%) | 142 (32%) | |||
| Low | 190 (43%) | 190 (43%) | |||
| Hypertension | 293(70%) | 262(64%) | 0.07 | ||
| Creatinine, μmol/l | 77 (63–98) | 80 (69–95) | 0.10 | ||
| Mechanical heart valve | 3 (0.7%) | 3 (0.7%) | 1.0 | ||
Comparison of clinical characteristics between diabetes patients with and without retinopathy.
| No Retinopathy | Retinopathy | p | ||
|---|---|---|---|---|
| Age, years | 68.8 (9.6) | 69.0 (9.7) | 0.81 | |
| Male sex | 153(64%) | 135 (66%) | 0.62 | |
| Stroke as type of first event | 158 (66%) | 142 (70%) | 0.42 | |
| Days from event to ultrasound | 3 (1–5) | 2 (1–4) | 0.26 | |
| Carotid artery stenosis | ||||
| <50% | 185 (77%) | 156 (76%) | ||
| 50–69% | 19 (8%) | 23 (11%) | ||
| ≥70% | 37 (15%) | 25 (12%) | ||
| Coronary Heart Disease | 73 (30%) | 60 (29%) | 0.84 | |
| Heart failure | 29 (12%) | 20 (10%) | 0.45 | |
| Peripheral Artery Disease | 13 (5%) | 11 (5%) | 1.0 | |
| Atrial Fibrillation | 35 (15%) | 28 (14%) | 0.81 | |
| Duration of diabetes (years) | 6.1 (5.4) | 10.2 (8.0) | <0.001 | |
| Smoking | ||||
| Never smoked | 69 (37%) | 58 (36%) | ||
| Ex-smoker | 46 (25%) | 37 (23%) | 0.91 | |
| Current smoker | 72 (39%) | 65 (41%) | ||
| Socioeconomic status | ||||
| High | 61 (25%) | 52 (26%) | 0.91 | |
| Middle | 75 (31%) | 67 (33%) | ||
| Low | 105 (44%) | 85 (42%) | ||
| Hypertension | 150 (70%) | 143 (74%) | 0.11 | |
| Creatinine, μmol/l | 84.0 (46.6) | 88.4 (35.1) | 0.12 | |
| Mechanical heart valve | 1 (0.4%) | 2 (1%) | 0.47 | |
Cox proportional hazards model in diabetes patients with recurrent stroke as endpoint.
| Bivariate HR | p | Model I | p | ||
|---|---|---|---|---|---|
| Age | 0.03 | 0.07 | |||
| <61 years | 1 (ref) | 1 (ref) | |||
| 61–65 | 0.79 (0.32–1.94) | 0.61 | 0.85 (0.34–2.11) | 0.72 | |
| 66–70 | 0.27 (0.08–0.96) | 0.04 | 0.26 (0.07–0.93) | 0.04 | |
| 71–75 | 1.26 (0.57–2.75) | 0.57 | 1.18 (0.53–2.61) | 0.69 | |
| 76–80 | 1.95 (0.93–4.05) | 0.08 | 1.76 (0.83–3.71) | 0.14 | |
| >80 | 1.46 (0.59–3.57) | 0.41 | 1.20 (0.47–3.07) | 0.71 | |
| Male sex | 0.64 (0.39–1.06) | 0.08 | 0.73 (0.44–1.23) | 0.24 | |
| Duration of diabetes, quartiles | 0.15 | 0.31 | |||
| <2 years | 1 (ref) | 1 (ref) | |||
| 2–6 | 1.70 (0.73–3.93) | 0.22 | 1.78 (0.77–4.13) | 0.18 | |
| 7–12 | 2.21 (0.97–5.06) | 0.06 | 1.99 (0.86–4.62) | 0.11 | |
| >12 | 2.51 (1.09–5.79) | 0.03 | 2.30 (0.94–5.63) | 0.07 | |
| Stroke as type of first event | 1.6 (0.88–2.90) | 0.12 | 1.63 (0.89–2.96) | 0.11 | |
| SES group | 0.60 | ||||
| High | 1 (ref) | ||||
| Middle | 1.28 (0.63–2.59) | 0.5 | |||
| Low | 1.4 (0.73–2.68) | 0.31 | |||
| Carotid artery stenosis | 0.25 | ||||
| <50% | 1(ref) | ||||
| 50%–69% | 1.14 (0.49–2.69) | 0.76 | |||
| 70%–89% | 1.21 (0.38–3.91) | 0.75 | |||
| > = 90% | 1.99 (1.02–3.89) | 0.04 | |||
| Coronary heart disease | 1.40(0.83–2.36) | 0.21 | |||
| Heart failure | 1.13(0.51–2.47) | 0.77 | |||
| Peripheral artery disease | 1.35(0.49–3.71) | 0.57 | |||
| Atrial fibrillation | 0.78 (0.35–1.71) | 0.53 | |||
| Smoking | 0.78 | ||||
| Not smoker | 1 (ref) | ||||
| Ex-smoker | 0.81(0.39–1.67) | 0.56 | |||
| Smoker | 0.82(0.45–1.52) | 0.54 | |||
| Creatinine, quartiles | 0.25 | ||||
| <64 | 1 (ref) | ||||
| 64–77 | 1.03 (0.52–2.04) | 0.93 | |||
| 78–98 | 0.47 (0.20–1.10) | 0.08 | |||
| >98 | 1.04 (0.52–2.08) | 0.91 | |||
| Hypertension | 0.95 (0.54–1.67) | 0.86 | |||
| Mechanical heart valve | 0.05 (0–39197) | 0.66 | |||
Model I: All variables with bivariate HR with p <0.20 were entered in the adjusted model
Fig 1Kaplan-Meier curve of the cumulative proportion with recurrent stroke.
P-value for the difference between patients with and without diabetes was 0.07. P-value for the difference between diabetes patients with and without retinopathy was 0.96.
Cox proportional hazards model in all subjects with recurrent stroke as endpoint.
| Bivariate HR | p | Model I | p | ||
|---|---|---|---|---|---|
| Age | <0.01 | <0.01 | |||
| <61 years | 1 (ref) | 1 (ref) | |||
| 61–65 | 0.87 (0.44–1.72) | 0.68 | 0.78(0.39–1.56) | 0.49 | |
| 66–70 | 0.51(0.23–1.13) | 0.10 | 0.45(0.20–1.00) | 0.05 | |
| 71–75 | 1.35(0.74–2.48) | 0.33 | 1.21(0.65–2.25) | 0.54 | |
| 76–80 | 1.88(1.07–3.32) | 0.03 | 1.82(1.03–3.24) | 0.04 | |
| >80 | 1.49(0.74–3.00) | 0.27 | 1.37(0.67–2.78) | 0.39 | |
| Male sex | 0.73(0.50–1.07) | 0.11 | 0.76(0.51–1.13) | 0.18 | |
| SES group | 0.57 | ||||
| High | 1 (ref) | ||||
| Middle | 1.32(0.79–2.21) | 0.30 | |||
| Low | 1.21(0.74–1.98) | 0.45 | |||
| Stroke as type of first event | 1.82(1.14–2.91) | 0.01 | 1.89 (1.18–3.03) | <0.01 | |
| Carotid artery stenosis | 0.04 | 0.03 | |||
| <50% | 1 (ref) | 1 (ref) | |||
| 50–69% | 1.25 (0.65–2.42) | 0.50 | 1.12(0.57–2.20) | 0.70 | |
| 70–89% | 1.11 (0.41–3.02) | 0.84 | 1.16(0.42–3.21) | 0.78 | |
| > = 90% | 2.26 (1.30–3.93) | <0.01 | 2.42(1.37–4.27) | <0.01 | |
| Coronary heart disease | 1.56 (1.04–2.35) | 0.03 | 1.27(0.81–2.01) | 0.30 | |
| Heart failure | 1.52(0.83–2.77) | 0.17 | 0.67(0.60–2.23) | 0.67 | |
| Periphery artery disease | 1.63 (0.72–3.73) | 0.24 | |||
| Atrial fibrillation | 0.98 (0.56–1.72) | 0.95 | |||
| Smoking | 0.66 | ||||
| Not smoker | 1 (ref) | ||||
| Ex-smoker | 0.82 (0.47–1.42) | 0.48 | |||
| Smoker | 1.06 (0.67–1.65) | 0.82 | |||
| Creatinine, quartiles | 0.50 | ||||
| <66 | 1 (ref) | ||||
| 66–78 | 0.70(0.41–1.22) | 0.21 | |||
| 79–96 | 0.69(0.41–1.19) | 0.18 | |||
| >96 | 0.80(0.48–1.35) | 0.41 | |||
| Hypertension | 0.96 (0.64–1.44) | 0.85 | |||
| Mechanical heart valve | 0.05 (0–616) | 0.53 | |||
Model I: Variables with bivariate HR with p <0.20 were entered in the adjusted model.
Logistic regression in all subjects with presence of carotid stenosis as outcome.
| Bivariate OR | p | OR Model I | p | ||
|---|---|---|---|---|---|
| Age | <0.01 | 0.02 | |||
| <61 years | 1 (ref) | 1 (ref) | |||
| 61–65 | 1.98 (1.04–3.78) | .04 | 1.83(0.90–3.74) | 0.10 | |
| 66–70 | 3.15 (1.72–5.76) | <0.001 | 3.12(1.62–6.02) | <0.01 | |
| 71–75 | 2.87 (1.57–5.27) | .001 | 2.22(1.13–4.38) | 0.02 | |
| 76–80 | 1.85 (0.98–3.48) | .06 | 1.53(0.75–3.16) | 0.25 | |
| >80 | 2.54 (1.28–5.06) | <0.01 | 2.50(1.18–5.33) | 0.02 | |
| Male sex | 1.17 (0.83–1.67) | 0.37 | |||
| SES group | 0.19 | 0.05 | |||
| High | 1 (ref) | 1 (ref) | |||
| Middle | 1.34(0.84–2.13) | 0.22 | 1.20(0.7–2.03) | 0.51 | |
| Low | 1.50 (0.97–2.32) | 0.07 | 1.76(1.08–2.88) | 0.02 | |
| Stroke as type of first event | 0.92 (0.65–1.31) | 0.64 | |||
| Coronary heart disease | 2.17 (1.51–3.10) | <0.001 | 1.27(0.81–2.00) | 0.30 | |
| Heart failure | 2.15 (1.28–3.61) | <0.01 | 1.58(0.86–2.92) | 0.14 | |
| Peripheral artery disease | 3.80 (1.94–7.42) | <0.001 | 2.94(1.33–6.47) | 0.08 | |
| Atrial fibrillation | 1.28 (0.81–2.03) | 0.29 | |||
| Smoking | 0.35 | ||||
| Not smoker | 1 (ref) | ||||
| Ex-smoker | 1.42(0.88–2.29) | 0.15 | |||
| Smoker | 1.23(0.8–1–91) | 0.35 | |||
| Creatinine, quartiles | 0.17 | 0.17 | |||
| <66 | 1 (ref) | ||||
| 66–78 | 1.43(0.83–2.46) | 0.20 | 1.67(0.95–2.95) | 0.08 | |
| 79–96 | 1.65(0.97–2.80) | 0.07 | 1.86(1.06–3.28) | 0.03 | |
| >96 | 1.77(1.05–3.01) | 0.03 | 1.58(0.86–2.92) | 0.14 | |
| Hypertension | 1.00 (0.69–1.44) | 0.99 | |||
| Mechanical heart valve | 0.83 (0.10–7.13) | 0.86 | |||
Model I: All variables with p <0.2 were entered in the model.
Logistic regression in diabetes subjects with presence of carotid stenosis as outcome.
| Bivariate OR | p | Model I | p | ||
|---|---|---|---|---|---|
| Age | 0.06 | 0.08 | |||
| <61 years | 1 (ref) | 1 (ref) | |||
| 61–65 | 2.57 (1.16–5.69) | 0.02 | 2.22 (0.93–5.32) | 0.07 | |
| 66–70 | 2.61 (1.20–5.70) | 0.02 | 2.66 (1.16–6.11) | 0.02 | |
| 71–75 | 2.48 (1.14–5.39) | 0.02 | 2.06 (0.88–4.81) | 0.10 | |
| 76–80 | 1.21 (0.52–2.84) | 0.66 | 0.94 (0.36–2.43) | 0.90 | |
| >80 | 2.14 (0.88–5.24) | 0.10 | 2.03 (0.76–5.38) | 0.16 | |
| Male sex | 1.04 (0.67–1.65) | 0.87 | |||
| Duration of diabetes. quartiles | |||||
| <2 years | 1 (ref) | ||||
| 2–6 | 1.07 (0.55–2.06) | 0.85 | |||
| 7–12 | 1.44 (0.75–2.74) | 0.27 | |||
| >12 | 1.32 (0.67–2.57) | 0.42 | |||
| SES group | 0.38 | ||||
| High | 1 (ref) | ||||
| Middle | 1.49 (0.81–2.73) | 0.20 | |||
| Low | 1.44 (0.81–2.57) | 0.22 | |||
| Stroke as type of first event | 1.05 (0.66–1.68) | 0.83 | |||
| Coronary heart disease | 1.76 (1.11–2.79) | 0.02 | 1.16 (0.65–2.07) | 0.63 | |
| Heart failure | 1.89 (1.00–3.56) | 0.05 | 1.41 (0.66–3.00) | 0.38 | |
| Peripheral artery disease | 4.29 (1.86–9.89) | 0.001 | 3.96 (1.48–10.58) | <0.01 | |
| Atrial fibrillation | 0.93 (0.49–1.76) | 0.82 | |||
| Smoking | 0.65 | ||||
| Not smoker | 1 (ref) | ||||
| Ex-smoker | 0.73 (0.38–1.43) | 0.36 | |||
| Smoker | 0.94 (0.54–1.64) | 0.83 | |||
| Creatinine, quartiles | 0.19 | 0.38 | |||
| <64 | 1 (ref) | 1 (ref) | |||
| 64–77 | 1.18 (0.58–2.40) | 0.64 | 1.11(0.71–2.97) | 0.77 | |
| 78–98 | 1.51 (0.76–3.01) | 0.24 | 1.41(0.71–2.97) | 0.35 | |
| >98 | 1.99 (1.02–3.89) | 0.04 | 1.82(0.94–3.95) | 0.11 | |
| Hypertension | 0.79 (0.48–1.28) | 0.33 | |||
| Mechanical heart valve | 1.65 (0.15–18.3) | 0.69 | |||
Model I: All variables with bivariate HR with p <0.20 were entered into the adjusted model.