3.1 Characteristic of study groups
As show in Table 1,There was no significant difference between the two groups in gender, age, hypertension, diabetes, smoking and drinking (p > 0.05), but the number of married people was lower in the AMI group than in the CCS group (p = 0.001). There was no significant difference between the two groups in LDL, TG, TC, and left atrial diameters (p<0.05). For apo(a), apo(b), D-dimer, fibrinogen, and homocysteine, the AMI group was higher than the CCS group (p<0.05), and for LVEF, RVOT, and PAD, the CCS group was higher than the AMI group (p<0.05). The median (interquartile spacing) was not significantly different between the two groups on LVPWT and IVST although p < 0.05. Lp(a), CK-MB, troponin I, number of diseased vessels and degree of coronary stenosis were significantly higher in the AMI group than in the CCS group.
Table1:Characteristics of participants
|
Characteristics
|
CCS(n=217)
|
AMI(n=141)
|
Total(n=358)
|
P
|
Age,yeas
|
62.35±10.332
|
63.79±12.404
|
62.92±11.199
|
0.232
|
Male
|
150(69.1%)
|
104(73.8%)
|
254(70.9%)
|
0.345
|
Married
|
211(92.7%)
|
125(88.7%)
|
336(93.9%)
|
0.001*
|
Hypertension
|
108(49.8%)
|
73(51.8%)
|
181(50.6%)
|
0.711
|
Diabetes
|
26(12.0%)
|
20(14.2%)
|
46(12.8%)
|
0.543
|
Smokers
|
80(36.9%)
|
57(40.4%)
|
137(38.3%)
|
0.498
|
Drinkers
|
47(21.7%)
|
23(16.3%)
|
70(19.6%)
|
0.213
|
Lp(a),mg/L
|
115.0(58.0,254.5)
|
336.0(218.05,547.55)
|
196.0(88.0,380.6)
|
<0.001**
|
CK-MB,U/L
|
15.5(12.7,18.9)
|
41.0(24.0,92.0)
|
18.5(14.0,32.2)
|
<0.001**
|
Troponin I,ug/L
|
0.01(0.01,0.01)
|
0.68(0.18,2.28)
|
0.01(0.01,0.42)
|
<0.001**
|
LDL,mmol/L
|
2.34(1.82,2.82)
|
2.42(1.81,2.89)
|
2.36(1.82,2.84)
|
0.361
|
HDL,mmol/L
|
1.09(0.92,1.33)
|
1.00(0.87,1.18)
|
1.05(0.89,1.24)
|
0.001*
|
apo(a),g/L
|
0.99(0.91,1.13)
|
1.08(0.94,1.23)
|
1.02(0.92,1.19)
|
0.04*
|
apo(b),g/L
|
0.73(0.60,0.85)
|
0.85(0.71,1.02)
|
0.75(0.64,0.91)
|
<0.001**
|
TG,mmol/L
|
1.23(0.90,1.84)
|
1.23(0.97,1.81)
|
1.23(0.93,1.83)
|
0.58
|
TC,mmol/L
|
4.02(3.44,4.56)
|
4.13(3.50,4.76)
|
4.04(3.47,4.58)
|
0.327
|
D-dimer,mg/L FEU
|
0.25(0.18,0.43)
|
0.37(0.19,0.78)
|
0.29(0.18,0.51)
|
0.002*
|
Fibrinogen,g/L
|
2.84(2.40,3.30)
|
3.60(2.98,4.54)
|
3.10(2.50,3.84)
|
<0.001**
|
Creatinine,umol/L
|
71.7(57.9,83.8)
|
81.8(67.7,102.1)
|
75.25(62.02,89.05)
|
<0.001**
|
Homocysteine,umol/L
|
11.4(9.5,13.8)
|
13.2(10.9,17.6)
|
12.2(10.0,14.9)
|
<0.001**
|
LVEF,%
|
63(60,65)
|
56(52,59)
|
60(56,65)
|
<0.001**
|
LVDD,mm
|
46(43,49)
|
46(44,50)
|
46(43,49)
|
0.101
|
LAD,mm
|
33(30,36)
|
33(30,37)
|
33(30,36)
|
0.969
|
LVPWT,mm
|
10(9,10)
|
10(9,10)
|
10(9,10)
|
0.006*
|
IVST,mm
|
10(9,10)
|
10(9,10)
|
10(9,10)
|
0.005*
|
RVD,mm
|
22(20,24)
|
21(20,23)
|
22(20,23)
|
0.01*
|
ROVT,mm
|
28(26,30)
|
27(25,29)
|
28(25,29)
|
0.001*
|
PAD,mm
|
22(20,23)
|
21(20,22)
|
21(20,22)
|
0.001*
|
Single vessel disease
|
126(58.1%)
|
17(12.1%)
|
143(39.9%)
|
<0.001**
|
CAND,%
|
50(30,70)
|
95(95,100)
|
80(40,95)
|
<0.001**
|
Lp(a):Lipoprotein a;CK-MB:Creatine Kinase MB Isoenzyme;LDL:Low density lipoprotein;HDL:High density lipoprotein;apo(a):apolipoprotein a;apo(b):apolipoprotein b;TG:triglyceride;TC:Total cholesterol;LVEF:Left ventricular ejection fraction;LVDD:Left ventricular end diastolic diameter;LAD:Left atrial diameter;LVPWT:Left ventricular posterior wall thickness;IVST:Interventricular septal thickness;RVD:Right ventricular diameter;ROVT:Right ventricular outflow tract;PAD:Pulmonary arterial diameter;CAND:Coronary artery narrow degree *:p<0.05;**:p<0.001
3.2 Correlation analysis of Lp(a) and the degree of coronary artery stenosis
Lipoprotein a levels and the degree of coronary artery stenosis in both groups are shown in Figure 1
From Figure 1, we can see that the Lp(a) level and the degree of coronary stenosis were significantly higher in the AMI group than in the CCS group.Therefore, we analyzed the correlation between Lp(a) levels and the degree of coronary artery stenosis.As show in Table 2,We could learn that Lp(a) levels were significantly correlated with the degree of coronary stenosis in patients in the CCS group and overall (rc=0.811,rt =0.735,,P<0.001), but they were not correlated in the AMI group.
Table 2.Correlation of Lp(a) with the degree of coronary stenosis
|
Groups
|
r
|
P
|
CCS
|
0.811
|
<0.001
|
AMI
|
0.029
|
0.729
|
Total
|
0.735
|
<0.001
|
*:p<0.05;**:p<0.001
3.3 Risk factors for coronary artery obstruction
We further divided all patients into obstructive and non-obstructive according to the degree of coronary stenosis ≥50%, and included gender, age, marital status, hypertension, diabetes, smoking, drinking, Lp(a), CK-MB, HDL,LDL, apo(a),apo(b) ,D-dimer,fibrinogen,creatinine,and troponin I in the univariate binary logistic regression analysis of coronary artery obstruction.
Table 3.Univariate binary logistic regression analysis of coronary obstruction
|
Variables
|
OR
|
95%CI
|
P
|
Gender
|
1.277
|
0.779-2.092
|
0.332
|
Age
|
1.036
|
1.015-1.058
|
0.001*
|
Marital status
|
9.283
|
1.032-69.942
|
0.032*
|
Smoking
|
0.802
|
0.498-1.291
|
0.363
|
Drinking
|
1.591
|
0.918-2.758
|
0.098
|
Hypertension
|
0.869
|
0.551-1.373
|
0.548
|
Diabetes
|
0.262
|
0.101-0.684
|
0.006*
|
Lp(a)
|
1.026
|
1.020-1.033
|
<0.001**
|
CK-MB
|
1.087
|
1.050-1.126
|
<0.001**
|
Troponin I
|
7.45E+73
|
1.575E+10-3.524E+137
|
0.023*
|
HDL
|
0.604
|
0.313-1.164
|
0.132
|
LDL
|
1.191
|
0.904-1.569
|
0.213
|
Apo(a)
|
1.958
|
0.628-6.109
|
0.247
|
Apo(b)
|
9.772
|
3.167-30.155
|
<0.001**
|
D-dimer
|
5.446
|
2.190-13.544
|
<0.001**
|
Fibrinogen
|
1.458
|
1.135-1.873
|
0.003*
|
Creatinine
|
1.025
|
1.013-1.038
|
<0.001**
|
Homocysteine
|
1.025
|
0.991-1.061
|
0.153
|
LVEF
|
0.866
|
0.826-0.909
|
<0.001*
|
ROVT
|
0.92
|
0.860-0.985
|
0.017*
|
RVD
|
1.004
|
0.977-1.031
|
0.787
|
LVPWT
|
1.184
|
0.983-1.426
|
0.075
|
IVST
|
1.069
|
0.921-1.240
|
0.383
|
Lp(a):Lipoprotein a;CK-MB:Creatine Kinase MB Isoenzyme;LDL:Low density lipoprotein;HDL:High density lipoprotein;apo(a):apolipoprotein a;apo(b):apolipoprotein b;LVEF:Left ventricular ejection fraction;ROVT:Right ventricular outflow tract;RVD:Right ventricular diameter;Left ventricular posterior wall thickness;IVST:Interventricular septal thickness;OR:Odds Ratio CI:Confidence interval ; *:p<0.05;**:p<0.001
From Table 3, it is known that Lp(a), age,diabetes, marital status, apo(b),CK-MB, troponin I,D-dimer,fibrinogen,creatinine,LVEF and ROVT are risk factors for coronary artery obstruction.The above risk factors were further included in the multivariate binary logistic regression analysis, and it could be known that Lp(a) (OR:1.024,95%CI:1.016-1.032,p < 0.001) and diabetes (OR:0.159;95%CI:0.039-0.65,p < 0.05) were independent risk factors for coronary artery obstruction.The results are shown in Table 4.
Table 4.Multivariate binary logistic regression analysis of coronary obstruction
|
Variables
|
OR
|
95%CI
|
P
|
Age
|
1.038
|
0.99-1.088
|
0.119
|
Marital status
|
1.01
|
0.056-18.214
|
0.995
|
Diabetes
|
0.159
|
0.039-0.65
|
0.01*
|
Lp(a)
|
1.024
|
1.016-1.032
|
<0.001**
|
CK-MB
|
1.035
|
0.967-1.108
|
0.322
|
Troponin I
|
1.200E+35
|
0-1.229E+103
|
0.312
|
Apo(b)
|
1.107
|
0.144-8.523
|
0.992
|
D-dimer
|
2.857
|
0.97-8.418
|
0.057
|
Fibrinogen
|
1.005
|
0.759-1.331
|
0.974
|
Creatinine
|
1.002
|
0.979-1.026
|
0.836
|
LVEF
|
1.022
|
0.942-1.108
|
0.604
|
ROVT
|
0.879
|
0.772-1.001
|
0.052
|
Lp(a):Lipoprotein a;CK-MB:Creatine Kinase MB Isoenzyme;apo(b):apolipoprotein b;LVEF:Left ventricular ejection fraction;ROVT:Right ventricular outflow tract;OR:Odds Ratio;CI:Confidence interval ; *:p<0.05;**:p<0.001
3.4 The value of Lp(a) in predicting coronary artery obstruction
Using Lp(a) as the test variable and coronary artery obstruction as the status variable, ROC curves were plotted to determine the cut-off value of Lp(a). The results showed in Figure 2,and the area under the curve (AUC) was 0.939 (95% CI: 0.916-0.962,p<0.001), and the optimal cut-off value of Lp(a) for predicting coronary obstruction was determined to be 130 mg/L(sensitivity: 85.83% ,specificity: 88.46%) by calculating the Youden index.