Journal List > J Lipid Atheroscler > v.6(2) > 1059592

Cho, Lee, Nam, and Han: Metabolic Syndrome Causes Cardiovascular Disease under Stable Statin Medication

Abstract

Objective

Statins are known to prevent only 30–50% of cardiovascular disease(CVD) by reducing low-density lipoprotein cholesterol (LDL-C). There is a controversy about whether metabolic syndrome(MS) can increase the risk of CVD. The aim of this study is to investigate whether MS can increase the risk of CVD, even after LDL-C is ideally controlled by taking statins.

Methods

As a retrospective observational study, we investigated CVD events of 909 patients (61.3±10.2 years old) by reviewing medical records for at least 1 year before and after taking statins respectively, from June 2005 to February 2008, and analyzed the risk factors of CVD.

Results

During the study period (881.4±232.8 days), 46 cases of CVD events occurred in patients with a very high risk of CVD and in patients with a high risk of CVD. In patients with a very high risk of CVD, 56.8% (21 cases over 37) of CVD events occurred in patients who achieved LDL-C goal (<70 mg/dL). A total of 9 events developed among high risk patients who reached LDL-C goal (<100 mg/dL). The patients with MS revealed significantly higher rates of CVD events [p=0.015; hazard ratio (HR) 3.033; 95% confidence interval (CI) 1.184–7.768]. Significantly higher rates of CVD events were also found in subgroup analysis of the patient with a past history of CVD events [p=0.017; HR 3.431; 95% CI 1.183–9.956]. Similar pattern was demonstrated in patients with diabetes [p=0.049; HR 2.738; 95% CI 0.963–7.782]. Cox regression analysis identified metabolic syndrome [p=0.025; HR 5.237; 95% CI 1.235–22.204], a past history of CVD events [p=0.000; HR 5.349; 95% CI 2.321–12.327], basal LDL-C level [p=0.024; HR 1.013; 95% CI 1.002–1.025] and total cholesterol level after statin therapy [p=0.024; HR 0.978; 95% CI 0.959–0.997] as independent predictors of CVD among LDL-C goal achieved patients.

Conclusion

Metabolic syndrome is the independent risk factor of CVD events in high risk patients with or without a past history of CVD events or diabetes. In these patients, statins could not prevent CVD events effectively.

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Fig. 1.
Survival analysis of CVD events stratified by MS (A) or CVD history (B). MS; metabolic syndrome, CVD; Cardiovascular disease
jla-2017-6-2-75f1.tif
Table 1.
Demographic characteristics and CVD risk factors at baseline
Total (n=909) Men (n=467) Women (n=442) p value
Age (yrs) 61.3±10.2 58.8±10.1 63.8±9.6 0.309
Total follow-up period (days) 881.4±232.8 882.5±237.1 880.2±228.6 0.292
CVD RISK FACTORS
Hypertension 679 (74.7%) 337 (72.2%) 342 (77.4%) 0.071
HDL-C <40 mg/dL 231 (25.4%) 141 (30.2%) 90 (20.4%) 0.001
Cigarette smoking 151 (16.6%) 142 (30.4%) 9 (2.0%) 0.000
Age (Men ≥45, Women ≥55 yrs) 778 (85.6%) 417 (89.3%) 361 (81.7%) 0.001
FHx. for CHD (Men <55, Women <65 yrs) 20 (2.2%) 12 (2.6%) 8 (1.8%) 0.435
Diabetes mellitus 784 (86.2%) 384 (82.2%) 400 (90.5%) 0.000
CHD history 340 (37.4%) 210 (45.0%) 130 (29.4%) 0.000
Risk factors ≥3 699 (76.9%) 387 (82.9%) 312 (70.6%) 0.000
Hypertension medication 582 (64.0%) 299 (50.0%) 291 (65.8%) 0.268
Antiplatelet agent 294 (32.3%) 191 (50.9%) 103 (23.3%) 0.000

Values are expressed as mean±SD (standard deviation) or number (%)

CVD; Cardiovascular Disease, HDL-C; high-density lipoprotein cholesterol, FHx; family history among first degree relatives

Table 2.
Changes of clinical parameters from baseline to follow-up
Baseline Follow-up p value
BMI (kg/m2) 25.3 3.00 25.3 3.00 0.872
HbA1c (%) 7.3 1.82 7.2 1.40 0.016
FBS (mg/dL) 127.4 48.44 123.2 43.36 0.029
SBP (mmHg) 130.3 17.16 125.8 15.20 0.000
DBP (mmHg) 79.3 10.93 76.7 9.31 0.000
TC (mg/dL) 223.4 39.68 159.5 34.55 0.000
HDL-C (mg/dL) 49.4 15.01 49.7 13.36 0.527
Triglyceride (mg/dL) 192.2 125.03 147.4 89.27 0.000
LDL-C (mg/dL) 137.4 38.01 81.2 30.00 0.000
nonHDL-C (mg/dL) 173.9 37.14 109.8 33.48 0.000

Values are expressed as mean±SD (standard deviation) or number (%)

BMI; body mass index (kg/m2), FBS; fasting blood sugar (mg/dL), SBP; systolic blood pressure (mmHg), DBP; diastolic blood pressure (mmHg), TC; total cholesterol (mg/dL), HDL-C; high-density lipoprotein cholesterol (mg/dL), LDL-C; low-density lipoprotein cholesterol (mg/dL), nonHDL-C; non-high density lipoprotein cholesterol (mg/dL)

p values were obtained by paired t-test

Table 3.
LDL cholesterol goal achievement and major cardiovascular events
Risk LDL-C Goal (mg/dL) Major CVD Events
p value
Total
LDL-C Goal Achieved
LDL-C Goal Not-achieved

46/909 (5.1%) 30/602 (5.0%) 16/307 (5.2%) 0.882
Very high <70 37/340 (10.9%) 21/158 (13.3%) 16/182 (8.8%) 0.184
High <100 9/508 (1.8%) 9/386 (2.3%) 0/122 (0.0%) 0.089
Moderate <130 0/25 (0.0%) 0/23 (0.0%) 0/2 (0.0%) NA
Low <160 0/36 (0.0%) 0/35 (0.0%) 0/1 (0.0%) NA

CVD; Cardiovascular disease, LDL-C; low-density lipoprotein cholesterol, NA; not applicable

p values were obtained by paired t-test

Table 4.
Metabolic syndrome; the prevalence and distribution of diagnostic criteria
Total (n=909) Men (n=467) Women (n=442) p value
Metabolic syndrome (+) Dx criteria ≥3 671 (73.8%) 324 (69.4%) 347 (78.5%) 0.002
DX CRITERIA FOR MS
Body mass index ≥25 kg/m2 450 (49.5%) 225 (48.2%) 225 (50.9%) 0.411
Triglyceride* ≥150 mg/dL 508 (55.9%) 264 (56.5%) 244 (55.2%) 0.687
HDL-C (Men<40, Women<50 mg/dL) 400 (44.0%) 141 (30.2%) 259 (58.6%) 0.000
Blood pressure* ≥130/85 mmHg 749 (82.4%) 374 (80.1%) 375 (84.8%) 0.060
Fasting blood glucose* ≥100 mg/dL 813 (82.9%) 406 (86.9%) 407 (92.1%) 0.012

MS; metabolic syndrome, Dx; Diagnostis, HDL-C; high-density lipoprotein cholesterol

* ; or with medication

p values were obtained by paired t-test

Table 5.
Demographic profiles by diagnostic criteria for metabolic syndrome
MS Dx criteria number 0 OR 1 (n=59) 2 (n=179) 3 (n=305) 4 (n=236) 5 (n=130) p value
Age 59.5±9.51 61.7±9.93 60.7±9.94 61.5±10.66 62.0±10.45 0.553
Male 38 (64.4%) 105 (58.7%) 171 (56.1%) 113 (47.9%) 40 (30.8%) 0.000
Hypertension 15 (25.4%) 108 (59.8%) 232 (75.7%) 205 (86.9%) 121 (93.1%) 0.000
Diabetes Mellitus 30 (50.8%) 140 (78.2%) 265 (86.9%) 221 (93.6%) 128 (98.5%) 0.000
CVD history 21 (35.6%) 77 (43.0%) 104 (40.3%) 90 (38.1%) 46 (35.4%) 0.648
BASELINE
 Smoking (M/F) 11 (10/1) 36 (33/3) 50 (42/8) 44 (39/5) 11 (9/2) 0.000
 BMI (kg/m2) 22.2±1.71 23.4±2.30 24.9±2.95 26.0±2.89 27.7±2.43 0.000
 FBS (mg/dL) 114.1±49.81 117.9±39.53 125.0±46.78 135.3±55.35 133.8±50.3 0.003
 SBP (mmHg) 117.4±14.49 126.2±14.92 129.8±15.57 132.1±18.82 137.4±18.59 0.000
 DBP (mmHg) 73.6±11.83 77.8±9.95 79.0±10.60 80.7±11.42 82.1±12.04 0.000
 TC (mg/dL) 231.3±33.57 229.2±37.75 222.9±37.67 224.5±72.09 216.8±42.76 0.038
 Triglyceride (mg/dL) 99.4±27.40 121.8±72.13 178.9±117.80 289.4±577.88 251.6±101.92 0.000
 HDL-C (mg/dL) 62.7±17.68 57.4±16.28 50.7±15.69 43.5±8.68 39.9±6.50 0.000
 LDL-C (mg/dL) 155.2±29.59 155.5±38.67 146.9±34.05 139.0±41.40 139.3±38.66 0.000
 nonHDL-C (mg/dL) 168.6±30.83 171.8±36.70 172.1±34.04 181.0±69.94 176.9±40.70 0.322
FOLLOW-UP
 Smoking (M/F) 8 (8/0) 18 (16/2) 27 (27/0) 23 (22/1) 5 (5/0) 0.283
 BMI (kg/m2) 22.4±2.03 23.7±2.64 25.3±2.65 26.1±2.60 27.6±3.12 0.000
 FBS (mg/dL) 108.2±41.32 111.2±35.80 126.8±48.42 125.3±39.03 135.0±42.63 0.000
 SBP (mmHg) 116.9±12.98 122.9±13.91 125.9±14.61 127.7±15.44 130.3±14.93 0.000
 DBP (mmHg) 72.8±9.20 76.5±9.04 76.7±8.59 77.5±9.69 77.3±9.45 0.020
 TC (mg/dL) 166.2±33.77 161.6±31.78 158.9±34.75 160.3±39.35 154.2±30.59 0.300
 Triglyceride (mg/dL) 97.7±39.21 120.1±65.26 145.7±96.76 175.1±107.25 164.5±73.19 0.000
 HDL-C (mg/dL) 59.9±16.23 55.9±15.48 50.2±12.40 45.1±10.43 43.4±8.04 0.000
 LDL-C (mg/dL) 92.7±27.65 87.1±29.93 86.7±32.06 88.6±32.03 85.2±27.00 0.585
 nonHDL-C (mg/dL) 106.3±28.84 105.7±32.42 108.7±33.81 115.3±37.68 110.8±29.74 0.126

Values are expressed as mean±SD (standard deviation) or number (%)

MS; metabolic syndrome, BMI; body mass index (kg/m2), FBS; fasting blood sugar (mg/dL), SBP; systolic blood pressure (mmHg), DBP; diastolic blood pressure (mmHg), TC; total cholesterol (mg/dL), HDL-C; high-density lipoprotein cholesterol (mg/dL), LDL-C; low-density lipoprotein cholesterol (mg/dL), nonHDL-C; non-high density lipoprotein cholesterol (mg/dL)

p values were obtained by paired t-test

Table 6.
Metabolic syndrome and major CVD events
Major CVD events
MS (+) MS (-) HR [95% CI] p value
Overall 41/671 (6.1%) 5/238 (2.1%) 3.03 [1.184-7.768] 0.015
CVD Hx (+) 33/259 (12.7%) 4/98 (4.1%) 3.43 [1.183-9.956] 0.017
CVD Hx (-) 8/412 (1.9%) 1/140 (0.7%) 2.75 [0.341-22.204] 0.322
DM Hx (+) 38/614 (6.2%) 4/170 (2.4%) 2.74 [0.963-7.782] 0.049
DM Hx (-) 3/57 (5.3%) 1/68 (1.5%) 3.72 [0.376-36.807] 0.230

MS; metabolic syndrome, CVD; Cardiovascular disease, Hx; history, DM; diabetes mellitus

Table 7.
Cox regression analysis for CVD risks among LDL-C goal achieved patients
95.0% CI for Exp(B)
B S.E. Wald DF Sig Exp(B) Lower Upper
Baseline LDL-C 0.013 0.006 5.068 1 0.024 1.013 1.002 1.025
CVD_Hx (+) 1.677 0.426 15.497 1 0.000 5.349 2.321 12.327
MS at baseline 1.656 0.737 5.407 1 0.025 5.237 1.235 22.204
Follow-up TC 0.023 0.010 5.063 1 0.024 0.978 0.959 0.997

Variable(s) Entered at Step Number 1: Sex, Smoking history, BMI, Hypertension, Diabetes history, CVD history, antiplatelet agent, MS, CVD 10yr-risk, LDL-C goal achievement, Basal TC, Basal HDL-C, Basal TG, Basal LDL-C, Basal nonHDL-C, F/U TC, F/U HDL-C, F/U TG, F/U LDL-C, F/U nonHDL-C

LDL-C; low density lipoprotein cholesterol, CVD; Cardiovascular disease, MS; metabolic syndrome, TC; total cholesterol, BMI; body mass index, HDL-C; high-density lipoprotein cholesterol, TG; triglyceride, F/U; follow up

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