| Literature DB >> 25874454 |
Yun-Yu Chen1, Yenn-Jiang Lin2, Eric Chong3, Pei-Chun Chen4, Taz-Fan Chao2, Shih-Ann Chen2, Kuo-Liong Chien4.
Abstract
BACKGROUND: This study explored the relationship between the glycated hemoglobin (HbA1c) level in patients with or without diabetes mellitus and future risks of cardiovascular disease and death.Entities:
Mesh:
Substances:
Year: 2015 PMID: 25874454 PMCID: PMC4395238 DOI: 10.1371/journal.pone.0123116
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Study flow chart.
Baseline characteristics of participants in the diabetic and non-diabetic groups.
| Variables | Original population (N = 6532) | Study population (N = 5277) | Non-diabetis (N = 4915) | Diabetis (N = 362) | P-value |
|---|---|---|---|---|---|
| Age, years | 43±17 | 43±16 | 42±15 | 56±14 | <0.001 |
| Male gender (%) | 3137 (48%) | 2471 (46.8%) | 2287 (46.5%) | 184 (50.8%) | 0.11 |
| 1st degree relatives with stroke (%) | 1373 (21%) | 1039 (19.7%) | 924 (18.8%) | 115 (31.8%) | <0.001 |
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| Hypertension (%) | 2374 (36.3%) | 1744 (33%) | 1497 (30.5%) | 247 (68.2%) | <0.001 |
| Dyslipidemia (%) | 3136 (48%) | 2531 (48%) | 2262 (46%) | 269 (74.3%) | <0.001 |
| Hyperuricemia (%) | 1846 (28.3%) | 1430 (26.9%) | 1313 (26.7%) | 107 (29.6%) | 0.24 |
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| Statins (%) | 250 (3.8%) | 148 (2.8%) | 100 (2%) | 48 (13.3%) | <0.001 |
| Fibrates (%) | 121 (1.9%) | 76 (1.4%) | 42 (0.9%) | 34 (9.4%) | <0.001 |
| Insulin (%) | 49 (0.8%) | 20 (0.4%) | 0 (0%) | 20 (5.5%) | <0.001 |
| Oral hyperglycemic agents (%) | 350 (5.4%) | 216 (4.1%) | 0 (0%) | 216 (59.7%) | <0.001 |
| Anti-hypertensive agents (%) | 1947 (29.8%) | 1364 (25.8%) | 1149 (23.4%) | 215 (59.4%) | <0.001 |
| Anti-platelet agents (%) | 805 (12.3%) | 473 (9%) | 400 (8.1%) | 73 (20.2%) | <0.001 |
| Anti-acid agents (%) | 198 (3%) | 146 (2.8%) | 117 (2.4%) | 29 (8%) | <0.001 |
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| HbA1c, % (mmol/mol) | 5.36 (35)±1.06 | 5.33 (34.6)±1.01 | 5.15 (32.7)±0.54 | 7.72 (60.9)±2.16 | <0.001 |
| Fasting glucose, mmol/L | 5.24±1.59 | 5.2±1.52 | 4.91±0.52 | 9.11±3.67 | <0.001 |
| Total cholesterol, mmol/L | 4.73±0.98 | 4.76±0.97 | 4.71±0.93 | 5.35±1.34 | <0.001 |
| Triglyceride, mmol/L | 1.43±0.95 | 1.42±0.95 | 1.37±0.87 | 2.17±1.5 | <0.001 |
| HDL-C, mmol/L | 1.43±0.39 | 1.44±0.39 | 1.44±0.38 | 1.34±0.5 | <0.001 |
| LDL-C, mmol/L | 2.97±0.71 | 3±7 | 2.97±0.68 | 3.34±0.82 | <0.001 |
| Systolic blood pressure, mm Hg | 116±18 | 115±17.8 | 114±17.4 | 128±19.3 | <0.001 |
| Diastolic blood pressure, mm Hg | 74.9±11.3 | 74.9±11.3 | 74.5±11.2 | 80.1±11.1 | <0.001 |
| Uric acid, μmol/L | 378±107 | 375±106 | 374±105 | 387±121 | <0.01 |
| Creatinine, μmol/L | 80.4±28.3 | 79.6±19.5 | 78.7±17.7 | 84±35.4 | <0.01 |
| Waist circumference, cm | 79.5±11.1 | 79.8±11.4 | 79±10.9 | 87.2±10.8 | <0.001 |
Data were presented as number (%), or mean±standard deviation.
Various incidence rates and effect sizes of cardiovascular disease and death by using univariable analysis
.
| Variables | Total numbers | Person-years | Ischemic stroke | Total stroke | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Event (%) | Incidence rate (per 1000 PY) | Crude HR (95% CI) | P-value | Event (%) | Incidence rate (per 1000 PY) | Crude HR (95% CI) | P-value | |||
|
| 4915 | 46266 | 68 (1.38%) | 1.47 | 1 (Reference) | - | 120 (2.44%) | 2.59 | 1 (Reference) | - |
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| 362 | 3125 | 20 (5.52%) | 6.4 | 4.23 (2.69–7.29) | <0.001 | 35 (9.67%) | 11.2 | 4.38 (3.00–6.38) | <0.001 |
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| 5277 | 49391 | 88 (1.67%) | - | 1.47 (1.34–1.61) | <0.001 | 155 (2.94%) | - | 1.43 (1.33–1.54) | <0.001 |
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| 3899 | 36904 | 34 (0.87%) | 0.92 | 1 (Reference) | 70 (1.80%) | 1.90 | 1 (Reference) | - | |
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| 1022 | 9367 | 33 (3.23%) | 3.52 | 3.85 (2.39–6.22) | <0.001 | 52 (5.09%) | 5.55 | 2.95 (2.06–4.22) | <0.001 |
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| 173 | 1541 | 9 (5.20%) | 5.84 | 6.46 (3.10–13.5) | <0.001 | 13 (7.51%) | 8.44 | 4.52 (2.50–8.16) | <0.001 |
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| 183 | 1579 | 12 (6.56%) | 7.60 | 8.41 (4.36–16.3) | <0.001 | 20 (10.9%) | 12.7 | 6.79 (4.13–11.2) | <0.001 |
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| 4915 | 46507 | 34 (0.69%) | 0.73 | 1 (Reference) | - | 146 (2.97%) | 3.16 | 1 (Reference) | - |
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| 362 | 3169 | 26 (7.18%) | 8.21 | 11.4 (6.86–19.1) | <0.001 | 55 (15.2%) | 17.9 | 5.78 (4.24–7.88) | <0.001 |
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| 5277 | 49675 | 60 (1.14%) | - | 1.57 (1.43–1.72) | <0.001 | 201 (3.81%) | - | 1.47 (1.38–1.56) | <0.001 |
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| 3899 | 37026 | 18 (0.46%) | 0.49 | 1 (Reference) | 86 (2.21%) | 2.33 | 1 (Reference) | - | |
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| 1022 | 9488 | 20 (1.96%) | 2.11 | 4.36 (2.31–8.24) | <0.001 | 67 (6.56%) | 7.18 | 3.10 (2.25–4.27) | <0.001 |
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| 173 | 1556 | 5 (2.89%) | 3.21 | 6.73 (2.50–18.1) | <0.001 | 17 (9.83%) | 11.2 | 4.86 (2.89–8.18) | <0.001 |
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| 183 | 1605 | 17 (9.29%) | 10.6 | 22.3 (11.5–43.2) | <0.001 | 31 (16.9%) | 20.1 | 8.80 (5.84–13.3) | <0.001 |
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| 4915 | 46619 | 231 (4.70%) | 4.96 | 1 (Reference) | - | ||||
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| 362 | 3238 | 65 (18.0%) | 20.1 | 4.1 (3.11–5.39) | <0.001 | ||||
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| 5277 | 49857 | 296 (5.61%) | - | 1.34 (1.26–1.42) | <0.001 | ||||
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| 3899 | 37087 | 147 (3.77%) | 3.96 | 1 (Reference) | - | ||||
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| 1022 | 9544 | 90 (8.81%) | 9.43 | 2.39 (1.84–3.10) | <0.001 | ||||
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| 173 | 1575 | 24 (13.9%) | 15.2 | 3.88 (2.52–5.97) | <0.001 | ||||
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| 183 | 1651 | 35 (19.1%) | 21.2 | 5.39 (3.73–7.80) | <0.001 | ||||
Various models for the effect sizes according to diabetes and 1% increment of HbA1c.
| Outcomes | Models | Non-diabetes (reference) versus diabetes | 1% increment of HbA1c | ||||||
|---|---|---|---|---|---|---|---|---|---|
| All participants (N = 5277) | All participants (N = 5277) | Non-diabetic group (N = 4915) | Diabetic group (N = 362) | ||||||
| HR (95% CI) | P-value | HR (95% CI) | P-value | HR (95% CI) | P-value | HR (95% CI) | P-value | ||
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| 1.76 (1.06–2.92) | 0.03 | 1.28 (1.15–1.44) | <0.001 | 1.50 (1.13–1.99) | <0.01 | 1.23 (1.00–1.50) | 0.04 |
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| 1.47 (0.87–2.50) | 0.15 | 1.27 (1.12–1.44) | <0.001 | 1.45 (1.08–1.93) | 0.01 | 1.25 (1.01–1.54) | 0.04 | |
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| 1.34 (0.57–3.12) | 0.51 | 1.29 (1.12–1.49) | <0.001 | 1.40 (1.04–1.87) | 0.02 | 1.26 (1.00–1.59) | 0.04 | |
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| 1.80 (1.23–2.63) | <0.001 | 1.24 (1.14–1.36) | <0.001 | 1.22 (0.93–1.60) | 0.15 | 1.20 (1.03–1.40) | 0.02 |
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| 1.59 (1.06–2.38) | 0.02 | 1.23 (1.11–1.36) | <0.001 | 1.17 (0.87–1.56) | 0.30 | 1.22 (1.04–1.44) | 0.02 | |
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| 1.11 (0.54–2.30) | 0.78 | 1.20 (1.06–1.36) | <0.001 | 1.34 (0.85–1.51) | 0.39 | 1.22 (1.02–1.45) | 0.03 | |
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| 4.82 (2.86–8.12) | <0.001 | 1.41 (1.27–1.58) | <0.001 | 1.11 (0.63–1.94) | 0.71 | 1.19 (1.00–1.42) | 0.04 |
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| 3.08 (1.75–5.42) | <0.001 | 1.33 (1.17–1.52) | <0.001 | 1.47 (0.49–1.71) | 0.79 | 1.25 (1.02–1.52) | 0.03 | |
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| 1.79 (0.62–5.15) | 0.28 | 1.23 (1.04–1.47) | <0.01 | 0.88 (0.46–1.67) | 0.69 | 1.31 (1.06–1.61) | 0.01 | |
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| 2.41 (1.76–3.30) | <0.001 | 1.29 (1.20–1.40) | <0.001 | 1.15 (0.89–1.49) | 0.30 | 1.19 (1.05–1.34) | <0.01 |
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| 1.93 (1.38–2.70) | <0.001 | 1.26 (1.15–1.37) | <0.001 | 1.06 (0.80–1.40) | 0.69 | 1.22 (1.07–1.39) | <0.01 | |
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| 1.33 (0.73–2.43) | 0.34 | 1.20 (1.08–1.34) | <0.001 | 1.05 (0.79–1.38) | 0.75 | 1.24 (1.08–1.42) | <0.01 | |
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| 1.79 (1.36–2.38) | <0.001 | 1.15 (1.06–1.24) | <0.001 | 1.09 (0.87–1.35) | 0.46 | 1.03 (0.91–1.16) | 0.68 |
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| 1.63 (1.21–2.20) | <0.001 | 1.12 (1.03–1.22) | <0.01 | 1.08 (0.87–1.35) | 0.49 | 1.02 (0.89–1.17) | 0.78 | |
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| 2.29 (1.52–3.45) | <0.001 | 1.14 (1.03–1.26) | 0.02 | 1.09 (0.87–1.36) | 0.47 | 1.05 (0.92–1.21) | 0.46 | |
Model 1: age group (<45, 45–54, 55–64, 65–74, ≥75 years), and sex; Model 2: factors in Model 1 plus family history of stroke, waist circumference (per 1 cm), systolic blood pressure (per 1 mm Hg), triglyceride (per 1 mg/dL), HDL-C (per 1 mg/dL), uric acid (per 1 mg/dL), and creatinine (per 1 mg/dL); Model 3: factors in Model 2 plus anti-hyperglycemic drugs (only in diabetic group), lipid-lowering drugs, anti-hypertensive drugs, anti-platelet drugs, and anti-acid agents.
Various models for the effect sizes according to HbA1c levels.
| Outcomes | Models | HbA1c group | P trend | |||
|---|---|---|---|---|---|---|
| <5.5% (<36.5 mmol/mol) | 5.5–6.4 (36.5–46.4) | 6.5–7.4 (47.5–57.4) | ≥7.5 (≥58.5) | |||
| N = 3899 | N = 1022 | N = 173 | N = 183 | |||
| HR (95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) | |||
|
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| 1 (Reference) | 1.62 (0.99–2.65) | 2.28 (1.09–4.81) | 3.01 (1.54–5.86) | <0.001 |
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| 1 (Reference) | 1.53 (0.93–2.51) | 1.91 (0.87–4.21) | 2.63 (1.31–5.26) | 0.04 | |
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| 1 (Reference) | 1.52 (0.92–2.51) | 1.99 (0.87–4.52) | 2.75 (1.12–6.73) | 0.04 | |
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| 1 (Reference) | 1.29 (0.89–1.86) | 1.59 (0.87–2.89) | 2.49 (1.51–4.13) | <0.001 |
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| 1 (Reference) | 1.32 (0.86–1.81) | 1.44 (0.77–2.70) | 2.18 (1.27–3.73) | 0.04 | |
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| 1 (Reference) | 1.22 (0.84–1.78) | 1.32 (0.68–2.59) | 1.69 (0.83–3.45) | 0.47 | |
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| 1 (Reference) | 1.92 (1.00–3.68) | 2.59 (0.95–7.05) | 8.09 (4.10–16.0) | <0.001 |
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| 1 (Reference) | 1.55 (0.80–2.99) | 1.92 (0.70–5.28) | 4.93 (2.38–10.2) | <0.001 | |
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| 1 (Reference) | 1.44 (0.74–2.81) | 1.45 (0.51–4.29) | 3.09 (1.18–8.13) | 0.08 | |
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| 1 (Reference) | 1.36 (0.98–1.88) | 1.75 (1.03–2.96) | 3.28 (2.16–4.99) | <0.001 |
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| 1 (Reference) | 1.24 (0.89–1.72) | 1.47 (0.85–2.55) | 2.55 (1.63–3.98) | <0.001 | |
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| 1 (Reference) | 1.20 (0.86–1.67) | 1.31 (0.73–2.35) | 1.82 (1.01–3.26) | 0.04 | |
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| 1 (Reference) | 1.11 (0.85–1.45) | 1.42 (0.92–2.21) | 2.16 (1.48–3.14) | <0.001 |
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| 1 (Reference) | 1.12 (0.85–1.48) | 1.33 (0.84–2.08) | 1.98 (1.32–2.96) | <0.01 | |
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| 1 (Reference) | 1.13 (0.86–1.49) | 1.45 (0.91–2.32) | 2.45 (1.45–4.14) | <0.001 | |
Model 1: age group (<45, 45–54, 55–64, 65–74, ≥75 years), and sex; Model 2: factors in Model 1 plus family history of stroke, waist circumference (per 1 cm), systolic blood pressure (per 1 mm Hg), triglyceride (per 1 mg/dL), HDL-C (per 1 mg/dL), uric acid (per 1 mg/dL), and creatinine (per 1 mg/dL); Model 3: factors in Model 2 plus anti-hyperglycemic drugs (only in diabetic group), lipid-lowering drugs, anti-hypertensive drugs, anti-platelet drugs, and anti-acid agents.