| Literature DB >> 26178151 |
Min-Ju Kim1, Nam-Kyoo Lim1, Sun-Ja Choi1, Hyun-Young Park1.
Abstract
Hypertension and diabetes share common risk factors and frequently co-occur. Although high blood pressure (BP) was reported as a significant predictor of type 2 diabetes, little is known about this association in Korea. This study investigated the relationship of prehypertension and hypertension with type 2 diabetes in 7150 middle-aged Koreans, as well as the effect of BP control on diabetes development over 8 years. At 8 years, 1049 (14.7%) of the 7150 participants had newly developed diabetes, including 11.2, 16.7 and 21.5% of baseline normotensive, prehypertensive and hypertensive subjects, respectively. The overall incidence rate of diabetes was 22.3 events per 1000 person-years. Subjects with baseline prehypertension (hazard ratio (HR), 1.27; 95% confidence interval (CI), 1.09-1.48) and hypertension (HR 1.51; 95% CI, 1.29-1.76) were at higher risk of diabetes than normotensive subjects after controlling for potential confounders (P-value for trend <0.001). These associations persisted even when subjects were stratified by baseline glucose status, sex and body mass index (BMI). The risk of diabetes was significantly higher in subjects who had normal BP at baseline and progressed to prehypertention or hypertension at 8 years (HR, 1.48; 95% CI, 1.20-1.83) than those with controlled BP, but these associations were not observed in subjects with baseline prehypertension and hypertension. These findings showed that prehypertension and hypertension are significantly associated with the development of diabetes, independent of baseline glucose status, sex and BMI. Active BP control reduced incident diabetes only in normotensive individuals, suggesting the need for early BP management.Entities:
Mesh:
Year: 2015 PMID: 26178151 PMCID: PMC4644940 DOI: 10.1038/hr.2015.72
Source DB: PubMed Journal: Hypertens Res ISSN: 0916-9636 Impact factor: 3.872
Figure 1Study flow chart showing subjects screened, included and followed up.
Demographic and clinical characteristics of the study subjects at baseline
| P | P | |||||||
|---|---|---|---|---|---|---|---|---|
| Age (years) | 49.1±7.8 | 53.4±9.0 | 55.8±8.4 | <0.001 | 50.1±8.3 | 54.3±8.8 | 56.4±8.4 | <0.001 |
| BMI (kg m−2) | 23.8±2.8 | 24.5±3.1 | 25.4±3.1 | <0.001 | 24.5±3.1 | 25.0±3.1 | 25.7±3.4 | <0.001 |
| WC (cm) | 79.8±8.1 | 83.4±8.6 | 85.9±8.2 | <0.001 | 80.7±8.4 | 84.2±8.3 | 86.5±9.0 | <0.001 |
| SBP (mm Hg) | 103.8 (103.5–104.1) | 123.6 (123.2–124.0) | 138.2 (137.2–139.2) | <0.001 | 104.2 (103.5–105.0) | 124.8 (124.1–125.5) | 136.5 (134.9–138.2) | <0.001 |
| DBP (mm Hg) | 67.0 (66.7–67.3) | 79.5 (79.1–79.8) | 87.7 (87.1–88.3) | <0.001 | 67.0 (66.4–67.6) | 79.8 (79.2–80.4) | 86.0 (84.9–87.1) | <0.001 |
| FPG (mg dl−1) | 80.4 (80.2–80.6) | 81.6 (81.2–82.0) | 81.8 (81.4–82.3) | <0.001 | 86.4 (85.7–87.2) | 88.3 (87.3–89.4) | 88.0 (87.0–89.0) | 0.013 |
| PP2 glucose (mg dl−1) | 99.2 (98.5–100.0) | 99.6 (98.4–100.9) | 102.5 (101.1–104.0) | <0.001 | 151.9 (150.2–153.6) | 152.6 (149.9–155.2) | 153.9 (151.5–156.3) | 0.182 |
| Fasting insulin (μIU ml−1) | 6.2 (6.0–6.3) | 6.5 (6.3–6.8) | 7.1 (6.8–7.4) | <0.001 | 6.1 (5.9–6.4) | 6.8 (6.4–7.2) | 7.3 (6.9–7.7) | <0.001 |
| PP2 insulin (μIU ml−1) | 16.4 (15.9–16.9) | 16.3 (15.6–17.2) | 19.9 (18.8–21.1) | <0.001 | 25.4 (23.6–27.3) | 24.4 (22.0–27.0) | 26.7 (24.2–29.4) | 0.414 |
| HOMA-IR | 1.2 (1.2–1.2) | 1.3 (1.3–1.4) | 1.4 (1.4–1.5) | <0.001 | 1.3 (1.2–1.4) | 1.5 (1.4–1.6) | 1.6 (1.5–1.7) | <0.001 |
| HbA1C (%) | 5.5 (5.4–5.5) | 5.5 (5.5–5.5) | 5.5 (5.5–5.6) | <0.001 | 5.6 (5.6–5.7) | 5.7 (5.7–5.7) | 5.7 (5.7–5.8) | <0.001 |
| TC (mg dl−1) | 182.0 (180.9–183.1) | 185.7 (183.9–187.5) | 189.7 (187.6–191.8) | <0.001 | 189.8 (187.5–192.3) | 198.9 (195.6–202.4) | 196.0 (192.7–199.4) | 0.003 |
| HDL-C (mg dl−1) | 44.3 (44.0–44.7) | 44.3 (43.8–44.8) | 43.2 (42.6–43.7) | <0.001 | 44.3 (43.6–45.0) | 44.2 (43.3–45.2) | 43.5 (42.6–44.4) | 0.146 |
| LDL-C (mg dl−1) | 109.1 (108.1–110.2) | 108.5 (106.7–110.3) | 111.0 (108.9–113.2) | 0.104 | 114.2 (111.9–116.5) | 117.8 (114.3–121.4) | 113.3 (109.7–117.0) | 0.665 |
| TG (mg dl−1) | 120.8 (119.1–122.5) | 136.8 (133.7–139.9) | 149.1 (145.4–153.0) | <0.001 | 132.0 (127.9–136.2) | 154.1 (147.6–160.9) | 163.1 (156.8–169.8) | <0.001 |
Abbreviations: BMI, body mass index; BP, blood pressure; DBP, diastolic BP; FPG, fasting plasma glucose; HbA1C, hemoglobin A1C; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model for insulin resistance; LDL-C, low-density lipoprotein cholesterol; NGT, normal glucose tolerance; PP2, postprandial 2 h; SBP, systolic BP; TC, total cholesterol; TG, triglyceride; WC, waist circumference.
The data are expressed as mean±s.d. or as geometric mean (95% confidence interval (CI)). Between group differences were analyzed by one-way analysis of variance.
Log-transformed values were analyzed, with the geometric means and 95% CIs back-transformed.
Risk of incident diabetes over 8 years in subjects categorized by baseline BP
| P | P | P | ||||||
|---|---|---|---|---|---|---|---|---|
| Normal BP | 3930 | 442 | 1 (reference) | <0.001 | 1 (reference) | <0.001 | 1 (reference) | <0.001 |
| Prehypertension | 1767 | 295 | 1.58 (1.37–1.83)** | 1.44 (1.23–1.67)** | 1.27 (1.09–1.48)* | |||
| Hypertension | 1453 | 312 | 2.12 (1.83–2.45)** | 1.90 (1.63–2.22)** | 1.51 (1.29–1.76)** | |||
| Total | 7150 | 1049 | ||||||
| Normal BP | 3198 | 197 | 1 (reference) | <0.001 | 1 (reference) | <0.001 | 1 (reference) | <0.001 |
| Prehypertension | 1378 | 126 | 1.58 (1.26–1.97)** | 1.43 (1.14–1.80)* | 1.29 (1.02–1.63)* | |||
| Hypertension | 1017 | 125 | 2.12 (1.69–2.65)** | 1.91 (1.51–2.41)** | 1.59 (1.25–2.03)** | |||
| Total | 5593 | 448 | ||||||
| Normal BP | 732 | 245 | 1 (reference) | 0.001 | 1 (reference) | 0.002 | 1 (reference) | 0.015 |
| Prehypertension | 389 | 169 | 1.40 (1.15–1.70)* | 1.28 (1.05–1.57)* | 1.24 (1.01–1.52)* | |||
| Hypertension | 436 | 187 | 1.49 (1.24 –1.81)** | 1.38 (1.13–1.68)* | 1.29 (1.05–1.58)* | |||
| Total | 1557 | 601 | ||||||
Abbreviations: BP, blood pressure; CI, confidence interval; HR, hazard ratio; NGT, normal glucose tolerance.
By glucose status and BP category at baseline examination.
Model 1: adjusted for age and sex.
Model 2: adjusted for the variables in model 1 and fasting plasma glucose, total cholesterol, high-density lipoprotein cholesterol, body mass index, family history of diabetes (yes or no), education (less than high school, high school or equivalent, or college or above), alcohol use (current or non-current) and smoking status (current or non-current).
*P<0.05, **P<0.001.
Figure 2Effect of baseline glucose status and BP on cumulative incidence rates of diabetes over 8 years.
Sex-stratified risk of incident diabetes over 8 years in subjects categorized by baseline BP
| P | P | P | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Normal BP | 1774 | 229 | 11 717.1 | 19.5 | 1 (reference) | <0.001 | 1 (reference) | <0.001 | 1 (reference) | <0.001 |
| Prehypertension | 949 | 168 | 6069.2 | 27.7 | 1.43 (1.17–1.75)** | 1.38 (1.13–1.69)* | 1.24 (1.01–1.52)* | |||
| Hypertension | 671 | 165 | 4136.8 | 39.9 | 2.09 (1.71–2.55)** | 1.98 (1.61–2.42)** | 1.65 (1.34–2.05)** | |||
| Total | 3394 | 562 | 21 923.1 | 25.6 | ||||||
| Normal BP | 2156 | 216 | 14 759.2 | 14.6 | 1 (reference) | <0.001 | 1 (reference) | <0.001 | 1 (reference) | 0.018 |
| Prehypertension | 818 | 127 | 5418.1 | 23.4 | 1.69 (1.35–2.10)** | 1.49 (1.19–1.88)* | 1.30 (1.03–1.64)* | |||
| Hypertension | 782 | 147 | 5008.6 | 29.3 | 2.13 (1.73–2.64)** | 1.79 (1.42–2.25)** | 1.34 (1.05–1.70)* | |||
| Total | 3756 | 487 | 25 185.9 | 19.3 | ||||||
Abbreviations: BP, blood pressure; CI, confidence interval; OR, odds ratio.
By glucose status and BP category at baseline examination.
Model 1: adjusted for age.
Model 2: adjusted for the variables in model 1 and fasting plasma glucose, total cholesterol, high-density lipoprotein cholesterol, body mass index, family history of diabetes (yes or no), education (less than high school, high school or equivalent, or college or above), alcohol use (current or non-current) and smoking status (current or non-current).
*P<0.05, **P<0.001.
BMI-stratified risk of incident diabetes over 8 years in subjects categorized by baseline BP
| P | P | P | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Normal BP | 1489 | 134 | 10 067.7 | 13.3 | 1 (reference) | <0.001 | 1 (reference) | 0.003 | 1 (reference) | 0.041 |
| Prehypertension | 517 | 58 | 3295.3 | 17.6 | 1.37 (1.01–1.87)* | 1.17 (0.85–1.62) | 0.98 (0.70–1.35) | |||
| Hypertension | 294 | 47 | 1855.5 | 25.3 | 1.98 (1.42–2.76)** | 1.71 (1.20–2.43)* | 1.45 (1.02–2.08)* | |||
| Total | 2300 | 239 | 15 218.5 | 15.7 | ||||||
| Normal BP | 1108 | 111 | 7434.9 | 14.9 | 1 (reference) | <0.001 | 1 (reference) | 0.016 | 1 (reference) | 0.016 |
| Prehypertension | 460 | 85 | 3051.9 | 27.9 | 1.91 (1.44–2.53)** | 1.62 (1.21–2.17)* | 1.52 (1.13–2.04)* | |||
| Hypertension | 341 | 60 | 2204.1 | 27.2 | 1.85 (1.35–2.54)** | 1.50 (1.08–2.09)* | 1.51 (1.08–2.11)* | |||
| Total | 1909 | 256 | 12 690.9 | 20.2 | ||||||
| Normal BP | 1333 | 197 | 8973.7 | 22.0 | 1 (reference) | <0.001 | 1 (reference) | <0.001 | 1 (reference) | <0.001 |
| Prehypertension | 790 | 152 | 5140.1 | 29.6 | 1.38 (1.11–1.70)* | 1.28 (1.03–1.59)* | 1.29 (1.04–1.60)* | |||
| Hypertension | 818 | 205 | 5085.9 | 40.3 | 1.92 (1.58–2.33)** | 1.74 (1.41–2.13)** | 1.52 (1.23–1.88)** | |||
| Total | 2941 | 554 | 19 199.7 | 28.9 | ||||||
Abbreviations: BMI, body mass index; BP, blood pressure; CI, confidence interval; OR, odds ratio.
By BMI and BP category at baseline examination.
Model 1: adjusted for age and sex.
Model 2: adjusted for the variables in model 1 and fasting plasma glucose, total cholesterol, high-density lipoprotein cholesterol, body mass index, family history of diabetes (yes or no), education (less than high school, high school or equivalent, or college or above), alcohol use (current or non-current) and smoking status (current or non-current).
*P<0.05, **P<0.001.
Risk of incident diabetes according to change in BP over 8 years in subjects categorized by baseline BP
| P | P | P | ||||||
|---|---|---|---|---|---|---|---|---|
| All | 5537 | 884 (16.0) | ||||||
| Controlled BP | 2768 | 346 (12.5) | 1 (reference) | 1 (reference) | 1 (reference) | |||
| Poorly controlled BP | 2769 | 538 (19.4) | 1.60 (1.40–1.83) | <0.001 | 1.45 (1.26–1.66) | <0.001 | 1.28 (1.11–1.47) | <0.001 |
| Normal at baseline | 3100 | 372 (12.0) | ||||||
| Controlled BP | 2032 | 195 (9.6) | 1 (reference) | 1 (reference) | 1 (reference) | |||
| Poorly controlled BP | 1068 | 177 (16.6) | 1.78 (1.45–2.18) | <0.001 | 1.65 (1.34–2.03) | <0.001 | 1.48 (1.20–1.83) | <0.001 |
| Prehypertension at baseline | 1343 | 238 (17.7) | ||||||
| Controlled BP | 446 | 73 (16.4) | 1 (reference) | 1 (reference) | 1 (reference) | |||
| Poorly controlled BP | 897 | 165 (18.4) | 1.10 (0.84–1.45) | 0.486 | 1.11 (0.84–1.46) | 0.470 | 1.05 (0.80–1.39) | 0.717 |
| Hypertension at baseline | 1094 | 274 (25.0) | ||||||
| Controlled BP | 290 | 78 (26.9) | 1 (reference) | 1 (reference) | 1 (reference) | |||
| Poorly controlled BP | 804 | 196 (24.4) | 0.89 (0.68–1.15) | 0.361 | 0.88 (0.68–1.14) | 0.339 | 0.93 (0.71–1.22) | 0.607 |
Abbreviations: BP, blood pressure; CI, confidence interval; HR, hazard ratio.
By glucose status at baseline examination and BP change after 8 years.
Model 1: adjusted for age and sex.
Model 2: adjusted for the variables in model 1 and fasting plasma glucose, total cholesterol, high-density lipoprotein cholesterol, body mass index, family history of diabetes (yes or no), education (less than high school, high school or equivalent, or college or above), alcohol use (current or non-current) and smoking status (current or non-current).
Normal BP at 8-year follow-up.
Prehypertensive or hypertensive at 8-year follow-up.