3.1. Baseline demographics and clinical characteristics
Of the 1103 included patients, 305 (27.65%) patients were diagnosed as PORD. The patients in the PORD group showed higher prevalence rates of hypertension (76.72% vs. 69.67%, P=0.020), cerebrovascular disease (27.21% vs. 17.54%, P=0.001) and preoperative Scr (98.88±12.73 vs. 71.24±12.66, P<0.001). The incidence rates of postoperative AKI (37.70% vs. 18.42%, P<0.001) and postoperative mortality (5.57% vs. 2.26%, P=0.005) were also relatively higher in the PORD group.
After one-to-one PSM, 276 patients were enrolled in each of the two groups. The PORD group also had higher preoperative Cr (99.20±12.74 vs. 71.57±11.96, P<0.001), higher postoperative AKI rates (39.13% vs. 17.75%, P<0.001) and higher postoperative mortality (5.80% vs. 1.81%, P=0.014). Detailed perioperative characteristics of the total cohort and after PSM were presented in Table 1.
Table 1 the baseline clinical characteristic of PORD and control group before and after propensity score matching
|
Before PSM
|
After PSM
|
|
PORD (n=305)
|
Control group (n=798)
|
P value
|
PORD (n=276)
|
Control group (n=276)
|
P value
|
Age(y)
|
75.03±3.74
|
73.16±3.20
|
<0.001
|
74.67±3.43
|
74.35±3.73
|
0.283
|
Male sex (n, %)
|
225(73.77)
|
602(75.44)
|
0.568
|
212(76.81)
|
206(74.64)
|
0.572
|
Weight (kg)
|
67.53±10.57
|
66.16±9.69
|
0.048
|
67.63±10.38
|
67.85±10.40
|
0.800
|
Height (cm)
|
165.29±7.78
|
165.21±7.82
|
0.887
|
165.36±7.82
|
164.36±8.27
|
0.138
|
BMI (kg/m2)
|
24.68±3.27
|
24.21±2.96
|
0.027
|
24.70±3.21
|
25.08±3.21
|
0.153
|
BSA (m2)
|
1.84±0.16
|
1.82±0.15
|
0.103
|
1.84±0.16
|
1.83±0.16
|
0.806
|
BMI classification
|
|
|
0.002
|
|
|
0.178
|
Normal weight
|
116(38.03)
|
366(45.86)
|
|
108(39.13)
|
88(31.88)
|
|
Lean
|
8(2.62)
|
18(2.26)
|
|
7(2.54)
|
8(2.90)
|
|
Overweight
|
130(42.62)
|
335(41.98)
|
|
123(44.57)
|
140(50.72)
|
|
Obesity
|
30(9.84)
|
52(6.52)
|
|
29(10.51)
|
32(11.59)
|
|
Severe obesity
|
21(6.89)
|
27(3.38)
|
|
19(6.88)
|
18(6.52)
|
|
CAD classification
|
|
|
0.827
|
|
|
0.087
|
Stable angina pectoris (n, %)
|
95(31.15)
|
242(30.33)
|
|
90(32.61)
|
67(24.28)
|
|
Unstable angina pectoris (n, %)
|
177(58.03)
|
469(58.77)
|
|
168(60.87)
|
190(68.84)
|
|
Acute myocardial infarction (n, %)
|
33(10.82)
|
87(10.90)
|
|
28(10.14)
|
29(10.51)
|
|
Hypertension (n, %)
|
234(76.72)
|
556(69.67)
|
0.020
|
219(79.35)
|
23(8.33)
|
0.264
|
Diabetes mellitus (n, %)
|
99(32.46)
|
249(31.20)
|
0.688
|
92(33.33)
|
95(34.42)
|
0.790
|
Cerebrovascular disease
|
|
|
0.001
|
|
|
0.690
|
Stroke (n, %)
|
26(8.52)
|
46(5.76)
|
|
23(8.33)
|
24(8.70)
|
|
Lacunar infarction (n, %)
|
57(18.69)
|
94(11.78)
|
|
52(18.84)
|
56(20.29)
|
|
Peripheral vascular disease (n, %)
|
33(10.82)
|
73(9.15)
|
0.400
|
30(10.87)
|
13(4.71)
|
0.007
|
NYHA classification
|
|
|
0.065
|
|
|
0.001
|
I (n, %)
|
14(4.59)
|
39(4.89)
|
|
13(4.71)
|
19(6.88)
|
|
II (n, %)
|
171(56.07)
|
472(59.15)
|
|
160(57.97)
|
189(68.48)
|
|
III (n, %)
|
102(33.44)
|
272(34.09)
|
|
96(34.78)
|
72(26.09)
|
|
IV (n, %)
|
18(5.90)
|
15(1.88)
|
|
17(6.16)
|
6(2.17)
|
|
Preoperative LVEF (%)
|
59.83±8.70
|
60.17±7.99
|
0.549
|
59.82±8.83
|
61.74±7.59
|
0.005
|
Preoperative Cr (umol)
|
98.88±12.73
|
71.24±12.66
|
<0.001
|
99.20±12.74
|
71.57±11.96
|
<0.001
|
Valvular disease (n, %)
|
35(11.48)
|
126(15.79)
|
0.070
|
32(11.59)
|
34(12.32)
|
0.794
|
COPD (n, %)
|
19(6.23)
|
55(6.89)
|
0.694
|
18(6.52)
|
8(2.90)
|
0.045
|
Preoperative AF (n, %)
|
18(5.90)
|
31(3.88)
|
0.146
|
15(5.43)
|
4(1.45)
|
0.010
|
Pulmonary hypertension (n, %)
|
84(27.54)
|
224(28.07)
|
0.780
|
75(27.17)
|
43(15.58)
|
0.009
|
Previous PCI (n, %)
|
25(8.20)
|
80(10.03)
|
0.355
|
23(8.33)
|
26(9.42)
|
0.655
|
Diseased Coronary arteries (n)
|
2.82±0.46
|
2.80±0.50
|
0.592
|
2.83±0.45
|
2.77±0.54
|
0.178
|
EuroSCORE II
|
3.22±2.63
|
2.30±1.83
|
<0.001
|
3.05±2.40
|
2.91±2.58
|
0.498
|
Emergency operation
|
|
|
0.223
|
|
|
0.140
|
Emergency operation (n, %)
|
6(1.97)
|
22(2.76)
|
|
5(1.81)
|
6(2.17)
|
|
Salvage (n, %)
|
0(0.00)
|
3(0.38)
|
|
0(0.00)
|
3(1.09)
|
|
Coronary artery bypass grafts (n)
|
3.29±0.95
|
3.35±0.97
|
0.337
|
3.31±0.94
|
3.23±0.92
|
0.303
|
Cardiopulmonary bypass (n, %)
|
19(6.23)
|
46(5.76)
|
0.769
|
19(6.88)
|
8(2.90)
|
0.030
|
Postoperative Cr (umol)
|
|
|
|
|
|
|
1 day
|
113.39±42.27
|
83.31±23.38
|
<0.001
|
114.21±42.99
|
85.04±22.77
|
<0.001
|
2 days
|
121.37±51.19
|
84.80±29.23
|
<0.001
|
121.86±52.10
|
84.80±26.61
|
<0.001
|
3 days
|
121.19±55.20
|
84.57±32.80
|
<0.001
|
121.10±55.74
|
82.97±26.36
|
<0.001
|
4 days
|
118.31±57.81
|
83.39±39.30
|
<0.001
|
117.30±57.07
|
79.75±23.39
|
<0.001
|
5 days
|
123.37±82.23
|
81.85±37.03
|
<0.001
|
121.60±79.95
|
79.24±24.62
|
<0.001
|
6 days
|
116.69±73.78
|
79.96±37.55
|
<0.001
|
116.57±75.66
|
76.91±25.26
|
<0.001
|
7 days
|
120.37±74.61
|
83.85±52.09
|
<0.001
|
120.10±75.38
|
79.68±43.98
|
<0.001
|
Postoperative AKI (n, %)
|
115(37.70)
|
147(18.42)
|
<0.001
|
108(39.13)
|
49(17.75)
|
<0.001
|
IABP implantation (n, %)
|
4(1.31)
|
12(1.50)
|
0.017
|
3(1.09)
|
8(2.90)
|
0.843
|
30-day postoperative mortality (n, %)
|
17(5.57)
|
18(2.26)
|
0.005
|
16(5.80)
|
5(1.81)
|
0.014
|
PORD, preoperative occult renal dysfunction; PSM, propensity score matching; BMI, body mass index; BSA, body surface area; CAD, coronary artery disease; NYHA, New York heart association; LVEF, left ventricular ejection fraction; Cr, creatinine; COPD, chronic obstructive pulmonary disease; AF, atrial fibrillation; PCI, percutaneous coronary intervention; EuroSCORE II, European system for cardiac operative risk evaluation II; AKI, acute renal failure.
3.2. Trends of Scr in perioperative period
At the 8 points during the CABG, Scr generally increased at the first day after operation and then decreased gradually. The Scr values of the PORD group were significantly higher than those of the control group at each point. After PSM, the Scr values of the two groups were still significantly different. Interestingly, the Scr values in the PORD group increased continuously for two days after surgery and then fluctuated severely, while the Scr values in the control group only increased on the first postoperative day and then decreased slightly (Figure 2).
3.3. Risk factors for postoperative mortality
In multivariate analysis, number of diseased vessels (OR=0.247, P=0.037), NYHA classification (OR=1.752, P=0.045), PORD (OR 2.718, P=0.011), emergency operation (OR=5.371, P=0.002) and IABP implantation (OR 3.065, P < 0.001) were identified as significant risk factors for postoperative mortality (Table 2). However, after PSM, PORD (OR = 11.648, P=0.031), emergency operation (OR=6.256, P=0.010) and IABP implantation (OR=2.987, P < 0.001) were still risk factors for postoperative mortality (Table 2).
Table 2 risk factors of postoperative mortality by univariate and multivariate logistic regression analysis before and after propensity score matching
|
Before PSM
|
After PSM
|
|
Univariate logistic regression
|
Multivariate logistic regression
|
Univariate logistic regression
|
Multivariate logistic regression
|
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
Age
|
1.048
|
0.957-1.148
|
0.311
|
1.004
|
0.902-1.117
|
0.944
|
1.009
|
0.894-1.139
|
0.884
|
0.972
|
0.836-1.130
|
0.711
|
Gender
|
1.206
|
0.572-2.544
|
0.623
|
1.190
|
0.516-2.744
|
0.684
|
0.843
|
0.304-2.342
|
0.743
|
0.702
|
0.198-2.491
|
0.584
|
BMI
|
0.911
|
0.812-1.021
|
0.107
|
|
|
|
0.934
|
0.814-1.071
|
0.328
|
|
|
|
BSA
|
0.252
|
0.029-2.200
|
0.212
|
|
|
|
2.201
|
0.148-32.815
|
0.567
|
|
|
|
CAD classification
|
1.072
|
0.620-1.854
|
0.804
|
|
|
|
1.271
|
0.605-2.671
|
0.526
|
|
|
|
Number of diseased vessels
|
0.569
|
0.338-0.959
|
0.034
|
0.247
|
0.066-0.920
|
0.037
|
0.421
|
0.231-0.766
|
0.005
|
0.516
|
0.186-1.430
|
0.203
|
Hypertension
|
0.661
|
0.329-1.329
|
0.245
|
|
|
|
0.533
|
0.210-1.352
|
0.185
|
|
|
|
Diabetes mellitus
|
1.655
|
0.837-3.274
|
0.147
|
|
|
|
1.279
|
0.521-3.141
|
0.592
|
|
|
|
Cerebrovascular disease
|
0.271
|
0.074-0.993
|
0.049
|
0.722
|
0.387-1.350
|
0.308
|
0.306
|
0.082-1.148
|
0.079
|
0.354
|
0.095-1.320
|
0.122
|
eGFR
|
0.991
|
0.966-1.018
|
0.520
|
|
|
|
0.964
|
0.923-1.006
|
0.094
|
1.039
|
0.955-1.130
|
0.372
|
NYHA classification
|
2.022
|
1.206-3.389
|
0.008
|
1.752
|
1.012-3.032
|
0.045
|
2.214
|
1.188-4.126
|
0.012
|
1.663
|
0.820-3.372
|
0.159
|
Peripheral vascular disease
|
0.562
|
0.133-2.375
|
0.433
|
|
|
|
0.606
|
0.079-4.627
|
0.629
|
|
|
|
Valvular disease
|
0.974
|
0.372-2.549
|
0.958
|
|
|
|
1.291
|
0.370-4.506
|
0.689
|
|
|
|
COPD
|
0.838
|
0.197-3.564
|
0.811
|
|
|
|
<0.001
|
<0.001
|
0.998
|
|
|
|
Preoperative AF
|
1.317
|
0.307-5.652
|
0.711
|
|
|
|
3.307
|
0.712-15.346
|
0.127
|
|
|
|
Pulmonary hypertension
|
1.340
|
0.813-2.209
|
0.251
|
|
|
|
1.937
|
1.106-3.391
|
0.021
|
1.178
|
0.528-2.631
|
0.689
|
PORD
|
2.558
|
1.300-5.031
|
0.007
|
2.718
|
1.261-5.859
|
0.011
|
3.330
|
1.203-9.217
|
0.021
|
11.648
|
1.258-107.862
|
0.031
|
Previous PCI
|
1.235
|
0.427-3.570
|
0.696
|
|
|
|
1.129
|
0.255-4.995
|
0.873
|
|
|
|
EuroSCORE II
|
1.145
|
1.052-1.245
|
0.002
|
0.976
|
0.865-1.103
|
0.702
|
1.146
|
1.043-1.259
|
0.004
|
1.018
|
0.863-1.201
|
0.830
|
Emergency operation
|
5.916
|
2.603-13.449
|
<0.001
|
5.371
|
1.897-15.205
|
0.002
|
5.950
|
2.238-15.818
|
<0.001
|
6.256
|
1.559-25.100
|
0.010
|
IABP implantation
|
3.373
|
2.208-3.152
|
<0.001
|
3.065
|
1.827-5.141
|
<0.001
|
3.101
|
1.948-4.935
|
<0.001
|
2.987
|
1.626-5.485
|
<0.001
|
Bypass graft number
|
0.812
|
0.576-1.144
|
0.234
|
|
|
|
0.657
|
0.421-1.026
|
0.065
|
0.915
|
0.480-1.744
|
0.787
|
PSM, propensity score matching; BMI, body mass index; BSA, body surface area; CAD, coronary artery disease; eGFR, estimated glomerular filtration rate; NYHA, New York heart association; COPD, chronic obstructive pulmonary disease; AF, atrial fibrillation; PORD, preoperative occult renal dysfunction; PCI, percutaneous coronary intervention; EuroSCORE II, European system for cardiac operative risk evaluation II.
3.4. Risk factors for postoperative AKI
Multivariate logistic regression analysis showed that age (OR=1.069, P=0.002), PORD (OR=2.339, P < 0.001) and IABP implantation (OR=1.914, P=0.002) were risk factors of postoperative AKI (Table 3). However, after PSM, body surface area (BSA) (OR=4.322, P=0.046), PORD (OR=2.731, P < 0.001) and IABP implantation (OR=2.102, P = 0.002) were independent risk factors of postoperative AKI (Table 3)
Table 3 risk factors of postoperative acute kidney injury by univariate and multivariate logistic regression analysis before and after propensity score matching
|
Before PSM
|
After PSM
|
|
Univariate logistic regression
|
Multivariate logistic regression
|
Univariate logistic regression
|
Multivariate logistic regression
|
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
OR
|
95% CI
|
P value
|
Age
|
1.103
|
1.061-1.146
|
<0.001
|
1.069
|
1.024-1.115
|
0.002
|
1.061
|
1.008-1.116
|
0.023
|
1.049
|
0.991-1.111
|
0.101
|
Gender
|
0.724
|
0.517-1.013
|
<0.001
|
0.697
|
0.484-1.004
|
0.052
|
0.680
|
0.440-1.050
|
0.082
|
0.838
|
0.490-1.433
|
0.518
|
BMI
|
1.022
|
0.977-1.069
|
0.345
|
|
|
|
1.029
|
0.972-1.090
|
0.325
|
|
|
|
BSA
|
2.098
|
0.857-5.136
|
0.105
|
|
|
|
3.254
|
1.032-10.261
|
0.044
|
4.322
|
1.027-18.192
|
0.046
|
CAD classification
|
1.091
|
0.870-1.368
|
0.450
|
|
|
|
1.012
|
0.739-1.384
|
0.943
|
|
|
|
Number of diseased vessels
|
0.926
|
0.701-1.225
|
0.590
|
|
|
|
0.866
|
0.606-1.239
|
0.432
|
|
|
|
Hypertension
|
1.301
|
0.946-1.789
|
0.105
|
|
|
|
1.097
|
0.698-1.725
|
0.688
|
|
|
|
Diabetes mellitus
|
1.182
|
0.881-1.587
|
0.264
|
|
|
|
0.987
|
0.667-1.461
|
0.948
|
|
|
|
Cerebrovascular disease
|
1.224
|
0.972-1.540
|
0.086
|
|
|
|
1.058
|
0.792-1.413
|
0.702
|
|
|
|
LVEF
|
0.978
|
0.962-0.994
|
0.006
|
0.990
|
0.971-1.008
|
0.265
|
0.970
|
0.950-0.991
|
0.004
|
0.991
|
0.967-1.016
|
0.494
|
NYHA classification
|
1.313
|
1.051-1.640
|
0.016
|
1.076
|
0.841-1.377
|
0.558
|
1.593
|
1.197-2.120
|
0.001
|
1.210
|
0.874-1.675
|
0.250
|
Peripheral vascular disease
|
1.840
|
1.202-2.817
|
0.005
|
1.474
|
0.914-2.376
|
0.112
|
1.460
|
0.758-2.813
|
0.258
|
|
|
|
Valvular disease
|
1.158
|
0.790-1.698
|
0.452
|
|
|
|
1.485
|
0.862-2.557
|
0.154
|
|
|
|
COPD
|
1.705
|
1.031-2.820
|
0.038
|
1.223
|
0.700-2.137
|
0.479
|
1.424
|
0.621-3.264
|
0.404
|
|
|
|
Preoperative AF
|
2.114
|
1.169-3.822
|
0.013
|
1.622
|
0.850-3.094
|
0.142
|
3.833
|
1.512-9.716
|
0.005
|
2.419
|
0.891-6.569
|
0.083
|
Pulmonary hypertension
|
1.517
|
1.222-1.884
|
<0.001
|
1.259
|
0.978-1.622
|
0.074
|
1.773
|
1.320-2.382
|
<0.001
|
1.397
|
0.995-1.962
|
0.054
|
PORD
|
2.680
|
2.000-3.592
|
<0.001
|
2.339
|
1.709-3.200
|
<0.001
|
2.935
|
1.988-4.333
|
<0.001
|
2.731
|
1.811-4.118
|
<0.001
|
Previous PCI
|
0.946
|
0.587-1.526
|
0.821
|
|
|
|
1.184
|
0.626-2.239
|
0.604
|
|
|
|
EuroSCORE II
|
1.110
|
1.045-1.179
|
0.001
|
1.000
|
0.932-1.072
|
0.990
|
1.085
|
1.012-1.163
|
0.021
|
1.031
|
0.947-1.122
|
0.481
|
Emergency operation
|
0.719
|
0.312-1.654
|
0.438
|
|
|
|
0.855
|
0.321-2.279
|
0.754
|
|
|
|
IABP implantation
|
2.022
|
1.383-2.955
|
<0.001
|
1.914
|
1.267-2.891
|
0.002
|
2.053
|
1.340-3.145
|
0.001
|
2.102
|
1.317-3.355
|
0.002
|
Bypass graft number
|
0.987
|
0.855-1.140
|
0.859
|
|
|
|
0.989
|
0.812-1.204
|
0.912
|
|
|
|
PSM, propensity score matching; BMI, body mass index; BSA, body surface area; CAD, coronary artery disease; LVEF, left ventricular ejection fraction; NYHA, New York heart association; COPD, chronic obstructive pulmonary disease; AF, atrial fibrillation; PORD, preoperative occult renal dysfunction; PCI, percutaneous coronary intervention; EuroSCORE II, European system for cardiac operative risk evaluation II.
3.5. Risk factors for long-term survival
The K-M survival curve showed the 1-, 3-, 5- and 10-year survival rates were 96.2%, 92.2%, 87.5% and 68.1% respectively in the PORD group, which were significantly lower than those of the control group (97.0%, 93.9%, 92.3% and 79.8% respectively).
The medium duration of follow-up was 50.9 months, ranging from 1.0 to 176.8 months. The K-M method explained a worse long-term prognosis in the PORD group (Figure 3A), and the difference was still significant after PSM (Figure 3B). The cox regression showed obesity (HR=0.758, P=0.006) and PORD (HR=1.724, P=0.037) impacted long-term survival in the overall cohort. After PSM, NYHA (HR=1.889, P=0.019) and PORD (HR=1.874, P=0.047) were risk factors for long-term survival (Figure 4).