Baseline characteristics of participants
Of the 62,604 participants included, 32,584 were men and 30,020 were women. There were 323 CV events and 114 CV deaths during the mean follow-up period of 3.3 ± 2.1 years (maximum: 9.0 years). The mean LDL-C values from the first, second, third, and fourth quartiles were 73.2 ± 15.1 mg/dL, 103.5 ± 6.5 mg/dL, 125.6 ± 6.9 mg/dL, and 161.6 ± 25.0 mg/dL, respectively. The mean HDL-C values from the first, second, third, and fourth quartiles were 38.7 ± 4.5 mg/dL, 48.5 ± 2.3 mg/dL, 56.7 ± 2.6 mg/dL, and 73.8 ± 30.2 mg/dL, respectively. The mean BMI of the participants was 24.1 ± 3.0 kg/m2, with 22,633 (36.2%) participants classified under the obese category (BMI ≥25 kg/m2). Of the total participants, 11.9% were current smokers, and 59.2% and 17.9% had been diagnosed with hypertension and diabetes, respectively. Each basic characteristic of the participants had a significant sex difference (Table 1).
Table 1. Basic characteristics of participants
|
Total
|
Men
|
Women
|
P-value**
|
|
N = 62604 (%)
|
N = 32584 (%)
|
N = 30020 (%)
|
|
BMI (kg/m2)
|
24.1 ± 3.0
|
23.9 ± 2.8
|
24.4 ± 3.1
|
|
<23
|
22395 (35.8)
|
12090 (37.1)
|
10305 (34.3)
|
<0.001
|
23–25
|
17576 (28.1)
|
9543 (29.3)
|
8033 (26.8)
|
|
≥25
|
22633 (36.2)
|
10957 (33.6)
|
11682 (38.9)
|
|
Cigarette smoking
|
|
|
|
|
Non-smoker
|
42630 (68.1)
|
13161 (40,4)
|
29469 (98.2)
|
<0.001
|
Ex-smoker
|
12510 (20.0)
|
12331 (37.9)
|
179 (0.6)
|
|
Current smoker
|
7439 (11.9)
|
7072 (21.7)
|
367 (1.2)
|
|
LDL-C (mg/dL)
|
117.8 ± 35.3
|
112.0 ± 33.5
|
124.1 ± 36.1
|
|
First quartile
|
73.2 ± 15.1
|
72.4 ± 15.6
|
74.5 ± 14.1
|
<0.001
|
Second quartile
|
103.5 ± 6.5
|
103.3 ± 6.6
|
103.7 ± 6.5
|
|
Third quartile
|
125.6 ± 6.9
|
125.6 ± 6.9
|
126.3 ± 6.8
|
|
Fourth quartile
|
161.6 ± 25.0
|
159.3 ± 21.9
|
163.2 ± 26.8
|
|
HDL-C (mg/dL)
|
53.9 ± 19.9
|
52.3 ± 18.9
|
55.7 ± 20.8
|
|
First quartile
|
38.7 ± 4.5
|
38.4 ± 4.6
|
39.1 ± 4.3
|
<0.001
|
Second quartile
|
48.5 ± 2.3
|
48.4 ± 2.3
|
48.6 ± 2.3
|
|
Third quartile
|
56.7 ± 2.6
|
56.6 ± 2.6
|
56.8 ± 2.6
|
|
Fourth quartile
|
73.8 ± 30.2
|
73.7 ± 29.8
|
73.9 ± 30.5
|
|
Hypertension
|
29755 (59.2)
|
15568 (59.6)
|
14187 (58.7)
|
0.049
|
Diabetes mellitus
|
11205 (17.9)
|
6665 (20.5)
|
4540 (15.1)
|
<0.001
|
*Abbreviation: BMI, body mass index; LDL-C, low-density lipoprotein cholesterol; HDL-C, high-density lipoprotein cholesterol
**P-value indicates the comparison between men and women.
CV events and CV mortality
During the observation period of 204,025.6 person-years, the incidence rates of ischemic heart disease and ischemic brain disease were 0.97 and 0.61 per 1,000 person-years, respectively. The mortality rates from these diseases were 0.22 and 0.34 per 1,000 person-years, respectively, during the observation period of 204,058.7 person-years (Table 2).
Table 2. Association between quartiles of low-density lipoprotein cholesterol and cardiovascular disease
|
Event
|
Duration (PYs)
|
Incidence rate
|
Crude
|
Model 1
|
Model 2
|
Model 3
|
HR (95% CI)
|
HR (95% CI)
|
HR (95% CI)
|
HR (95% CI)
|
|
β × 104 (P-value)
|
β × 104 (P-value)
|
β × 104 (P-value)
|
β × 104 (P-value)
|
Cardiovascular event
|
|
|
|
|
|
|
|
Ischemic heart disease
|
198
|
204025.6
|
0.970
|
0.90 (0.79–1.03)
|
0.90 (0.79–1.03)
|
0.95 (0.83–1.09)
|
0.95 (0.83–1.09)
|
|
|
|
|
-4.170 (0.041)
|
-2.874 (0.164)
|
-2.874 (0.165)
|
-1.159 (0.633)
|
Ischemic brain disease
|
125
|
204025.6
|
0.613
|
0.80 (0.68–0.94)
|
0.83 (0.70–0.98)
|
0.83 (0.70–0.98)
|
0.84 (0.70–1.00)
|
|
|
|
|
-4.019 (0.013)
|
-3.450 (0.036)
|
-3.454 (0.036)
|
-3.389 (0.078)
|
Total
|
323
|
204025.6
|
1.583
|
0.83 (0.75–0.92)
|
0.87 (0.79–0.97)
|
0.90 (0.81–1.01)
|
0.90 (0.81–1.01)
|
|
|
|
|
-8.189 (0.002)
|
-6.324 (0.017)
|
-6.328 (0.016)
|
-4.548 (0.142)
|
Cardiovascular death
|
|
|
|
|
|
|
|
Ischemic heart disease
|
45
|
204058.7
|
0.221
|
0.88 (0.68–1.16)
|
0.99 (0.75–1.29)
|
0.99 (0.75–1.29)
|
1.13 (0.83–1.54)
|
|
|
|
|
-0.708 (0.467)
|
-0.017 (0.986)
|
-0.022 (0.982)
|
0.961 (0.381)
|
Ischemic brain disease
|
69
|
204058.7
|
0.338
|
0.90 (0.73–1.12)
|
0.93 (0.75–1.16)
|
0.93 (0.75–1.16)
|
0.95 (0.74–1.22)
|
|
|
|
|
0.572 (0.543)
|
0.934 (0.327)
|
0.932 (0.329)
|
1.709 (0.103)
|
Total
|
114
|
204058.7
|
0.559
|
0.89 (0.76–1.06)
|
0.95 (0.80–1.13)
|
0.95 (0.80–1.13)
|
1.01 (0.84–1.23)
|
|
|
|
|
-1.617 (0.297)
|
-0.655 (0.677)
|
-0.663 (0.673)
|
-0.701 (0.687)
|
Model 1: age and sex
|
Model 2: Model 1 + cigarette smoking status
|
Model 3: Model 2 + hypertension, diabetes mellitus, and body mass index
|
*Abbreviation: PY, person-year; HR, hazard ratio; CI, confidence interval
|
Incidence rate is for the total participants.
HR is for the fourth quartile compared to the first quartile.
Bold values indicate statistical significance (P < 0.05).
|
Association between quartiles of LDL-C and CVD
Proportions of CV events and deaths according to the quartiles of LDL-C are presented in Figure 2. The proportion of CV events was the highest in participants with LDL-C values from the first quartile, and it decreased as the quartile of LDL-C increased. However, the CV death rate showed no specific pattern in accordance with the quartiles of LDL-C.
In the crude model (Table 2), the incidence of ischemic brain disease was 20% lower in participants with LDL-C values from the fourth quartile (HR: 0.80, 95% CI: 0.68–0.94) than in those with LDL-C values from the first quartile. However, mortality from ischemic brain disease was not significantly related to LDL-C levels (HR: 0.90, 95% CI: 0.73–1.12). Ischemic heart disease events and deaths were not significantly associated with high LDL-C levels. The total CV events were 17% lower in participants with LDL-C values from the fourth quartile (HR: 0.83, 95% CI: 0.75–0.92) than in those with LDL-C values from the first quartile. However, there was no significant association between total CV mortality and high LDL-C levels (HR: 0.89, 95% CI: 0.76–1.06). The incidences of ischemic heart disease (β = -4.17 × 10-4, P = 0.041), ischemic brain disease (β = -4.02 × 10-4, P = 0.013), and total CV events (β = -8.19 × 10-4, P = 0.002) had negative correlations with LDL-C levels in the crude model by linear regression analysis.
In Models 1 and 2, the incidence of ischemic brain disease was 17% lower in participants with LDL-C values from the fourth quartile (HR: 0.83, 95% CI: 0.70–0.98 in both models) than in those with LDL-C values from the first quartile. However, mortality from ischemic brain disease was not significantly associated with LDL-C levels (HR: 0.93, 95% CI: 0.75–1.16 in both models). Ischemic heart disease events and mortality were not significantly related to high LDL-C levels. In Model 1, total CV events were 13% lower in participants with LDL-C values from the fourth quartile (HR: 0.87, 95% CI: 0.79–0.97) than in those with LDL-C value from the first quartile, but the relationship between them was not significant in Model 2 (HR: 0.90, 95% CI: 0.81–1.01). Total CV mortality was not associated with high LDL-C levels (HR: 0.95, 95% CI: 0.80–1.13 in both models). The incidences of ischemic brain disease and total CV events had negative correlations with LDL-C levels in Models 1 and 2 by linear regression analyses.
In Model 3, the incidence of ischemic brain disease was 16% lower in participants with LDL-C value from the fourth quartile (HR: 0.84, 95% CI: 0.70–1.00) than in those with LDL-C valued from the first quartile. However, mortality from ischemic brain disease was not significantly associated with LDL-C levels (HR: 0.95, 95% CI: 0.74–1.22). There was no significant association between the incidence of ischemic heart disease events or mortality and high LDL-C levels, and there was no association between total CV events or mortality and high LDL-C levels. In total, 202 participants died and CV deaths accounted for 22 cases within 1 year from the study. The results from the analysis of Model 3, excluding elderly individuals who died within 1 year from the time of study, were not different; total CV events and CV deaths were not significantly associated with LDL-C levels.
Association between quartiles of HDL-C and CVD
Proportions of CV events and deaths according to quartiles of HDL-C are presented in Figure 2. The proportion of CV events was the lowest in participants with HDL-C valued from the fourth quartile. An U-shaped association was observed between the proportion of CV deaths and HDL-C levels.
In the crude model (Table 3), ischemic heart disease events were 12% lower in participants with HDL-C values from the fourth quartile (HR: 0.88, 95% CI: 0.77–1.00) than in those with HDL-C values from the first quartile. However, mortality from ischemic heart disease was not significantly lowered (HR: 0.79, 95% CI: 0.61–1.04). Ischemic brain disease events (HR: 0.95, 95% CI: 0.82–1.12) and deaths (HR: 1.04, 95% CI: 0.84–1.28) were not significantly associated with high HDL-C levels. Total CV events were 9% lower in participants with HDL-C values from the fourth quartile (HR: 0.91, 95% CI: 0.82–1.00) than in those with HDL-C values from the first quartile. However, there was no significant association between total CV mortality and high HDL-C levels (HR: 0.93, 95% CI: 0.79–1.10). The incidence of total CV events had a negative correlation with HDL-C levels (β = -4.57 × 10-4, P = 0.041) in the crude model by linear regression analysis.
In Models 1, 2, and 3, the incidence of CV events and CV mortality were not significantly associated with high HDL-C levels. The result from the analysis of Model 3, excluding elderly individuals who died within 1 year from the time of study, was not different; total CV events and CV deaths were not significantly associated with HDL-C levels.
Table 3. Association between quartiles of high-density lipoprotein cholesterol and cardiovascular disease
|
Event
|
Duration (PYs)
|
Incidence rate
|
Crude
|
Model 1
|
Model 2
|
Model 3
|
HR (95% CI)
|
HR (95% CI)
|
HR (95% CI)
|
HR (95% CI)
|
|
β × 104 (P-value)
|
β × 104 (P-value)
|
β × 104 (P-value)
|
β × 104 (P-value)
|
Cardiovascular event
|
|
|
|
|
|
|
|
Ischemic heart disease
|
198
|
204025.6
|
0.970
|
0.88 (0.77–1.00)
|
0.90 (0.80–1.03)
|
0.90 (0.80–1.03)
|
0.95 (0.83–1.09)
|
|
|
|
|
-3.789 (0.057)
|
-2.804 (0.163)
|
-2.832 (0.159)
|
-1.293 (0.585)
|
Ischemic brain disease
|
125
|
204025.6
|
0.613
|
0.95 (0.82–1.12)
|
0.98 (0.83–1.14)
|
0.98 (0.84–1.15)
|
0.94 (0.79–1.12)
|
|
|
|
|
-0.784 (0.621)
|
-0.292 (0.855)
|
-0.262 (0.870)
|
-0.960 (0.610)
|
Total
|
323
|
204025.6
|
1.583
|
0.91 (0.82–1.00)
|
0.93 (0.85–1.03)
|
0.93 (0.85–1.03)
|
0.95 (0.85–1.05)
|
|
|
|
|
-4.573 (0.041)
|
-3.096 (0.164)
|
-3.094 (0.165)
|
-2.252 (0.633)
|
Cardiovascular death
|
|
|
|
|
|
|
|
Ischemic heart disease
|
45
|
204058.7
|
0.221
|
0.79 (0.61–1.04)
|
0.84 (0.65–1.10)
|
0.85 (0.65–1.11)
|
0.82 (0.60–1.11)
|
|
|
|
|
-1.543 (0.105)
|
-1.041 (0.278)
|
-0.993 (0.301)
|
-1.237 (0.248)
|
Ischemic brain disease
|
69
|
204058.7
|
0.338
|
1.04 (0.84–1.28)
|
1.06 (0.86–1.31)
|
1.06 (0.86–1.31)
|
1.10 (0.87–1.40)
|
|
|
|
|
-1.121 (0.223)
|
-0.881 (0.342)
|
-0.846 (0.361)
|
-0.551 (0.591)
|
Total
|
114
|
204058.7
|
0.559
|
0.93 (0.79–1.10)
|
0.98 (0.83–1.15)
|
0.98 (0.83–1.15)
|
0.98 (0.81–1.19)
|
|
|
|
|
-1.043 (0.491)
|
-0.312 (0.838)
|
-0.222 (0.884)
|
-0.113 (0.947)
|
Model 1: age and sex
|
|
|
|
|
|
|
|
Model 2: Model 1 + cigarette smoking status
|
|
Model 3: Model 2 + hypertension, diabetes mellitus, and body mass index
|
|
|
|
*Abbreviation: PY, person-year; HR, hazard ratio; CI, confidence interval
|
Incidence rate is for the total participants.
|
HR is for the fourth quartile compared to the first quartile.
Bold values indicate statistical significance (P < 0.05).
|
Stratified analysis
In a stratified analysis of the association between LDL-C levels and CV events, the risk of CV events in non-smokers with LDL-C values from the fourth quartile was significantly reduced (adjusted HR [aHR]: 0.84, 95% CI: 0.73–0.96) than in those with LDL-C values from the first quartile (Figure 3 a). In a stratified analysis of the association between LDL-C levels and CV deaths, the CV mortality rate in diabetic patients with LDL-C values from the fourth quartile increased significantly (aHR: 1.47, 95% CI: 1.05–2.05) than in those with LDL-C values from the first quartile (Figure 3 b). Stratified analysis could not find any strata with a significant association between HDL-C levels and CV events or deaths (Figure 3 c, d).