Subjects
From January 2017 to May 2021, 4965 CRC patients were treated in our hospital. 3693 patients who didn’t meet the inclusion and exclusion criteria were excluded, including 1789 patients without completed resection of the primary tumor or postoperative follow-up, 728 patients without postoperative serum CK-MB/CK results, 245 patients with a history of other malignancies, 357 patients with an unknown pathological stage, 4 patients classified as Tis, 393 patients with stage IV, 45 patients with myocardial injury, and 132 patients with uncompleted data. Finally, 1272 patients with stage I-III were included in the analysis. Among them, 95 patients were classified in the elevated group, and 1177 patients were classified in the normal group. The study design and flowchart were described in Figure 1. Since the first patient was included, we counted the number and proportion of patients included each year. The results showed that 71.86% of patients were included in 2017-2019 (Supplementary Table 1). The median follow-up time of our study population was 32.6 months (95%CI, 30.964-34.236) ( Supplementary Table 2).
Table 1 summarizes the clinical and laboratory variables of CRC patients in the elevated and normal groups. Overall, clinical features were well-balanced between the two groups. There were no significant differences in age, gender, or primary site of cancer. Besides, other variables indicating disease severity, such as TNM stage(AJCC 8th), tumor differentiation, depth of tumor, or regional lymph nodes were not significantly different between the two groups. In terms of treatment, there was no significant difference between the two groups in neoadjuvant therapy, while postoperative adjuvant chemotherapy showed a significant difference (P = 0.003). However, several variables differed significantly, such as survival status, postoperative recurrence, distant metastasis, CEA, CA50, CA19-9, CA242, CA72-4, CK-MB, and serum total-CK levels. Patients with CK-MB/CK>1 in the elevated group had a higher percentage of outliers in serum CEA, CA50, CA19-9, CA242, CA72-4, and CK-MB (all P < 0.000). What’s more, they also had a higher proportion of dead (42.1% vs. 7.8%), postoperative recurrence(65.3% vs. 9.7%), and postoperative distant metastasis (98.4% vs. 91.2%) than patients in the normal group(Table 1).
Table 1 Clinicopathologic characteristics of patients with normal (⩽1) and elevated (>1) postoperative serum CK-MB/CK concentrations.
Parameter
|
Total
|
Normal group
|
Elevated group
|
P value
|
n=1272
|
n=1177
|
n=95
|
|
Age (years)
|
1272
|
62.0(53.0-70.0)
|
58.2±13.1
|
0.087
|
≤ 60
|
576(45.3)
|
525(44.6)
|
51(53.7)
|
|
>60
|
696(54.7)
|
652(55.4)
|
44(46.3)
|
|
Gender
|
1272
|
|
|
0.805
|
Male
|
725(57.0)
|
672(57.1)
|
53(55.8)
|
|
Female
|
547(43.0)
|
505(42.9)
|
42(44.2)
|
|
Primary site
|
1272
|
|
|
0.101
|
Colon
|
554(43.6)
|
505(42.9)
|
49(51.6)
|
|
Rectum
|
718(56.4)
|
672(57.1)
|
46(48.4)
|
|
Differentiation
|
1028
|
949
|
79
|
0.937
|
Well
|
157(12.3)
|
136(11.6)
|
21(22.1)
|
|
Moderate
|
696(54.7)
|
660(56.1)
|
36(37.9)
|
|
Poor
|
175(13.8)
|
153(13.0)
|
22(23.2)
|
|
Not available
|
244(19.2)
|
228(19.4)
|
16(16.8)
|
|
TNM stage(AJCC 8th)
|
1272
|
|
|
0.258
|
I
|
195(15.3)
|
179(15.2)
|
16(16.8)
|
|
II
|
450(35.4)
|
427(36.3)
|
23(24.2)
|
|
III
|
627(49.3)
|
571(48.5)
|
56(58.9)
|
|
Depth of tumor
|
1272
|
|
|
0.085
|
T1
|
58(4.6)
|
53(4.5)
|
5(5.3)
|
|
T2
|
182(14.3)
|
171(14.5)
|
11(11.6)
|
|
T3
|
650(51.1)
|
611(51.9)
|
39(41.1)
|
|
T4
|
382(30.0)
|
342(29.1)
|
40(42.1)
|
|
Regional lymph nodes
|
1272
|
|
|
0.120
|
N0
|
645(50.7)
|
606(51.5)
|
39(41.1)
|
|
N1
|
436(34.3)
|
395(33.6)
|
41(43.2)
|
|
N2
|
191(15.0)
|
176(15.0)
|
15(15.8)
|
|
Neoadjuvant therapy
|
1272
|
|
|
0.307
|
Yes
|
332(26.1)
|
303(25.7)
|
29(30.5)
|
|
No
|
940(73.9)
|
874(74.3)
|
66(69.5)
|
|
Adjuvant chemotherapy
|
1272
|
|
|
0.003
|
Yes
|
828(65.1)
|
753(64.0)
|
75(78.9)
|
|
No
|
444(34.9)
|
424(36.0)
|
20(21.1)
|
|
Dead
|
1272
|
|
|
0.000
|
Yes
|
132(10.4)
|
92(7.8)
|
40(42.1)
|
|
No
|
1140(89.6)
|
1085(92.2)
|
55(57.9)
|
|
Recurrence
|
1272
|
|
|
0.000
|
Yes
|
176(13.8)
|
114(9.7)
|
62(65.3)
|
|
No
|
1096(86.2)
|
1063(90.3)
|
33(34.7)
|
|
Site of recurrence
|
176
|
114
|
62
|
|
Distant
|
165(93.75)
|
104(91.2)
|
61(98.4)
|
0.000
|
Local
|
11(6.25)
|
10(8.8)
|
1(1.6)
|
0.837
|
CEA
|
1272
|
|
|
0.000
|
normal
|
781(61.4)
|
766(65.1)
|
15(15.8)
|
|
elevated
|
491(38.6)
|
411(34.9)
|
80(84.2)
|
|
CA50
|
849
|
782
|
67
|
0.000
|
normal
|
743(58.4)
|
718(61.0)
|
25(26.3)
|
|
elevated
|
106(8.3)
|
64(5.4)
|
42(44.2)
|
|
Not available
|
423(33.3)
|
395(33.6)
|
28(29.5)
|
|
CA19-9
|
871
|
790
|
81
|
0.000
|
normal
|
726(57.1)
|
696(59.1)
|
30(31.6)
|
|
elevated
|
145(11.4)
|
94(8.0)
|
51(53.7)
|
|
Not available
|
401(31.5)
|
387(32.9)
|
14(14.7)
|
|
CA242
|
1270
|
1176
|
94
|
0.000
|
normal
|
1077(84.7)
|
1037(88.1)
|
40(42.1)
|
|
elevated
|
193(15.2)
|
139(11.8)
|
54(56.8)
|
|
Not available
|
2(0.2)
|
1(0.1)
|
1(1.1)
|
|
CA72-4
|
851
|
784
|
67
|
0.000
|
normal
|
595(46.8)
|
574(48.8)
|
21(22.1)
|
|
elevated
|
256(20.1)
|
210(17.8)
|
46(48.4)
|
|
Not available
|
421(33.1)
|
393(33.4)
|
28(29.5)
|
|
CK-MB (U/L)
|
1272
|
10.8(8.2-14.5)
|
98.0(45.8-212.4)
|
0.000
|
CK (U/L)
|
1272
|
117.0(68.0-223.0)
|
69.0(39.0-146.0)
|
0.000
|
Data were shown as median (interquartile ranges), mean±standard deviation, number (percentage); P values from the Mann-Whitney test, Pearson's chi-square test, or Fisher's exact test, where appropriate. AJCC: American Joint Committee on Cancer, CEA: carcinoembryonic antigen, CA: carbohydrate antigen, CK-MB: creatine kinase myocardial band, CK: creatine kinase.
What’s more, we compared the correlation between CK-MB/CK and other biomarkers, including CEA, CA50, CA19-9, CA242, and CA72-4. The results showed that serum expression levels of CK-MB/CK were significantly positively correlated with these biomarkers, whether in the total study population or subgroups of different stages, genders, and age ranges(≤60 or>60 years old) (Supplementary Table 3).
Univariable and multivariable Cox regression analyses of prognostic factors for overall survival, disease-free survival, and recurrence.
Postoperative CK-MB/CK>1 (defined as elevated CK-MB/CK) was found to be the strongest prognostic factor for OS, DFS, and recurrence (Table 2). In the univariate analysis, age (>60 years, P = 0.044), primary site (rectum, P = 0.002), tumor differentiation (low, P < 0.0001), regional lymph nodes (N1 or N2, P < 0.0001), TNM stage (stage III, P = 0.006), postoperative CEA (elevated, P < 0.0001), postoperative CA50 (elevated, P < 0.0001), postoperative CA19-9 (elevated, P < 0.0001), postoperative CA242 (elevated, P < 0.0001), postoperative CA72-4 (elevated, P = 0.001), and CK-MB/CK (elevated, P < 0.0001) were significantly associated with worse OS. After adjusting for the above clinicopathologic parameters, postoperative CA19-9 (elevated, P = 0.046), postoperative CA242 (elevated, P = 0.024), and elevated CK-MB/CK (HR, 5.64; 95% CI, 2.533– 12.536; p < 0.0001) were ultimately identified as independent prognostic makers for worse OS in the multivariate analysis. In terms of DFS, CK-MB/CK>1 remained an independent predictor in the multivariate analysis (HR, 8.34; 95% CI, 5.205– 13.366; p < 0.0001), along with the primary site and CA242. In terms of recurrence, CK-MB/CK>1 also remained an independent predictor in the multivariate analysis (HR, 9.44; 95% CI, 6.014– 14.828; p < 0.0001), along with the age, primary site, CA19-9, and CA242 (Table 2).
Table 2 Univariable and multivariable cox regression analyses of prognostic factors for overall survival, disease-free survival, and recurrence.
Variable
|
OS
|
DFS
|
Recurrence
|
Univariate analysis
|
Multivariate analysis
|
Univariate analysis
|
Multivariate analysis
|
Univariate analysis
|
Multivariate analysis
|
HR
|
95% CI
|
P
|
HR
|
95% CI
|
P
|
HR
|
95% CI
|
P
|
HR
|
95% CI
|
P
|
HR
|
95% CI
|
P
|
HR
|
95% CI
|
P
|
Gender
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
male
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
female
|
0.82
|
0.58-1.17
|
0.270
|
|
|
|
0.81
|
0.63-1.05
|
0.109
|
|
|
|
0.87
|
0.64-1.17
|
0.358
|
|
|
|
Age(years)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
≤60
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
|
|
|
1.00
|
|
|
1.00
|
|
|
>60
|
1.44
|
1.01-2.04
|
0.044
|
1.36
|
0.74-2.50
|
0.320
|
0.85
|
0.66-1.09
|
0.202
|
|
|
|
0.62
|
0.46-0.84
|
0.002
|
0.62
|
0.46-0.86
|
0.004
|
Primary site
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Colon
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
Rectum
|
1.83
|
1.26-2.66
|
0.002
|
1.56
|
0.78-3.10
|
0.205
|
2.64
|
1.97-3.56
|
0.000
|
2.97
|
1.97-4.47
|
0.000
|
2.65
|
1.87-3.76
|
0.000
|
4.89
|
3.24-7.38
|
0.000
|
Differentiation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
low
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
|
|
|
medium
|
0.29
|
0.18-0.48
|
0.000
|
0.56
|
0.28-1.12
|
0.098
|
0.48
|
0.33-0.69
|
0.000
|
0.60
|
0.39-0.92
|
0.020
|
0.61
|
0.40-0.95
|
0.028
|
|
|
|
high
|
0.53
|
0.29-0.97
|
0.038
|
0.62
|
0.25-1.56
|
0.311
|
0.61
|
0.38-0.97
|
0.037
|
0.65
|
0.36-1.15
|
0.135
|
0.84
|
0.49-1.43
|
0.515
|
|
|
|
T
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
T1
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
T2
|
1.09
|
0.36-3.30
|
0.885
|
|
|
|
1.08
|
0.49-2.37
|
0.851
|
|
|
|
1.14
|
0.46-2.81
|
0.779
|
|
|
|
T3
|
1.43
|
0.52-3.92
|
0.492
|
|
|
|
1.44
|
0.71-2.95
|
0.316
|
|
|
|
1.36
|
0.60-3.11
|
0.466
|
|
|
|
T4
|
1.82
|
0.66-5.03
|
0.249
|
|
|
|
1.51
|
0.73-3.13
|
0.264
|
|
|
|
1.47
|
0.63-3.40
|
0.369
|
|
|
|
N
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
N0
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
N1
|
2.24
|
1.48-3.38
|
0.000
|
0.56
|
0.24-1.31
|
0.179
|
2.08
|
1.56-2.77
|
0.000
|
1.34
|
0.90-1.98
|
0.149
|
1.96
|
1.41-2.74
|
0.000
|
1.29
|
0.89-1.87
|
0.173
|
N2
|
3.96
|
2.55-6.16
|
0.000
|
0.90
|
0.37-2.16
|
0.805
|
2.67
|
1.91-3.74
|
0.000
|
1.25
|
0.77-2.01
|
0.370
|
2.09
|
1.39-3.16
|
0.000
|
1.28
|
0.81-2.00
|
0.288
|
Stage
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
I
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
1.00
|
|
|
|
|
|
II
|
0.72
|
0.37-1.38
|
0.315
|
|
|
|
0.76
|
0.49-1.20
|
0.238
|
|
|
|
0.74
|
0.45-1.23
|
0.248
|
|
|
|
III
|
2.19
|
1.25-3.85
|
0.006
|
|
|
|
1.87
|
1.26-2.78
|
0.002
|
|
|
|
1.63
|
1.04-2.56
|
0.032
|
|
|
|
CEA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
3.74
|
2.60-5.39
|
0.000
|
2.08
|
0.98-4.39
|
0.057
|
2.70
|
2.09-3.48
|
0.000
|
0.99
|
0.67-1.47
|
0.963
|
2.81
|
2.07-3.80
|
0.000
|
1.08
|
0.74-1.58
|
0.696
|
CA50
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
4.49
|
2.88-7.00
|
0.000
|
1.25
|
0.31-5.0
|
0.751
|
3.78
|
2.75-5.19
|
0.000
|
1.67
|
0.67-4.16
|
0.274
|
4.16
|
2.94-5.88
|
0.000
|
1.35
|
0.62-2.97
|
0.453
|
CA19-9
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
4.43
|
2.90-6.78
|
0.000
|
4.24
|
1.03-17.52
|
0.046
|
3.55
|
2.64-4.78
|
0.000
|
2.43
|
0.99-5.92
|
0.052
|
3.82
|
2.76-5.28
|
0.000
|
3.08
|
1.44-6.57
|
0.004
|
CA242
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
3.63
|
2.52-5.22
|
0.000
|
0.30
|
0.11-0.86
|
0.024
|
2.74
|
2.06-3.65
|
0.000
|
0.38
|
0.20-0.70
|
0.002
|
2.94
|
2.11-4.10
|
0.000
|
0.41
|
0.23-0.73
|
0.003
|
CA72-4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
2.13
|
1.39-3.28
|
0.001
|
1.67
|
0.89-3.13
|
0.110
|
1.72
|
1.29-2.30
|
0.000
|
1.25
|
0.87-1.80
|
0.229
|
1.94
|
1.41-2.67
|
0.000
|
1.39
|
0.98-1.96
|
0.064
|
CK-MB/CK
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
normal
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
1.00
|
|
|
elevated
|
6.91
|
4.76-10.03
|
0.000
|
5.64
|
2.53-12.54
|
0.000
|
8.13
|
6.10-10.84
|
0.000
|
8.34
|
5.21-13.37
|
0.000
|
12.22
|
8.93-16.72
|
0.000
|
9.44
|
6.01-14.83
|
0.000
|
P values from Mann-Whitney U test. Abbreviations: OS, overall survival; DFS, disease-free survival; HR, hazard ratio; CI, confidence interval; CEA, carcinoembryonic antigen; CA, carbohydrate antigen; CK-MB, creatine kinase myocardial band; CK, creatine kinase.
The impact of postoperative CK-MB/CK on long-term outcomes after the curative reaction
Patients with postoperative CK-MB/CK>1 showed impaired OS compared with patients with postoperative CK-MB/CK≤1 (38.055 months vs. 54.218 months; HR, 6.857, 95% CI, 3.336–14.090; P < 0.0001). Survival rates at 3 years in the CK-MB/CK≤1 and CK-MB/CK>1 groups were 90.6% and 54.4%, respectively. On the other hand, patients with postoperative CK-MB/CK>1 had significantly shorter DFS (23.378 months vs. 48.937 months; HR, 7.844, 95% CI, 4.261– 14.440; P < 0.0001) than patients with CK-MB/CK≤1. What's more, patients with CK-MB/CK>1 had significantly shorter recurrence (24.568 months vs. 51.752 months; HR, 11.64, 95% CI, 5.691– 23.800; P < 0.0001) than patients with CK-MB/CK≤1 (Figure 2).
In the elevated group, a total of 62 (65.26%) patients developed a recurrence of the disease after surgery. One patient developed local recurrence(1.1%), while the remaining 61 developed distant metastases namely: liver (n=32, 33.7%), lung (n=9, 9.5%), bone (n=6, 6.3%), and other sites (n=18, 18.9%). In the normal group, a total of 114(9.69%) patients had a recurrence or distant metastasis, including local recurrence(n=10, 0.8%), liver (n=30, 3.3%), lung (n=49, 4.2%), bone (n=13, 1.1%), and other sites(n=19, 1.6%) ( Table 3). What’s more, by correlation analysis, we found that CA19-9, CA242, and CK-MB/CK were correlated significantly with liver metastasis (Spearman’s Rho 0.208, P=0.000; Rho 0.149, P=0.000; Rho 0.175, P=0.000, respectively), but weakly correlated with lung metastasis(Table 4).
Table 3 The locoregional or systemic recurrence after operation in the elevated group and the normal group
|
Normal group n=1177
|
Elevated group n=95
|
P value
|
Locoregional recurrence
|
10(0.8)
|
1(1.1)
|
0.576
|
Systemic recurrence
|
|
|
|
Hepatic
|
39(3.3)
|
32(33.7)
|
0.000
|
Pulmonary
|
49(4.2)
|
9(9.5)
|
0.034
|
Bone
|
13(1.1)
|
6(6.3)
|
0.002
|
Other*
|
19(1.6)
|
18(18.9)
|
0.000
|
*Other anatomic sites included the abdominal cavity, pelvic cavity, adnexa, ovary, uterus, and bladder.
Table 4 The correlation analysis of biomarkers and systemic recurrence after surgery.
Biomarkers
|
|
Hepatic
|
Pulmonary
|
Bone
|
Other*
|
CA19-9
|
Rho
|
0.208
|
0.022
|
0.030
|
0.049
|
|
P
|
0.000
|
0.523
|
0.369
|
0.148
|
CA242
|
Rho
|
0.149
|
0.017
|
0.017
|
0.033
|
|
P
|
0.000
|
0.548
|
0.551
|
0.241
|
CK-MB/CK
|
Rho
|
0.175
|
0.041
|
0.061
|
0.138
|
|
P
|
0.000
|
0.147
|
0.030
|
0.000
|
Rho and P values from Spearman’s correlation test. *Other anatomic sites included the abdominal cavity, pelvic cavity, adnexa, ovary, uterus, and bladder. CK-MB/CK, creatine kinase myocardial band to total creatine kinase ratio.
Biomarkers in hepatic metastases versus non-hepatic metastases patients after surgery.
Among the 869 cancer patients who had the results of CA19-9, CA242, and CK-MB/CK, we compared the serum expression levels of those biomarkers between the hepatic metastases and non-hepatic metastases patients after surgery. The results showed that CA19-9, CA242, and CK-MB/CK all had significant differences between the two groups. Compared with the non-hepatic metastases patients, the hepatic metastases had higher CA19-9 (median 35.46 U/ml and 12.22 U/ml, respectively; Mann-Whitney P=0.000), CA242 (median 12.27 U/ml and 5.81 U/ml, respectively; Mann-Whitney P=0.000), and CK-MB/CK (median 0.35 and 0.09, respectively; Mann-Whitney P=0.000) (Table 5).
Table 5 The serum expression levels of biomarkers in the hepatic metastases and non-hepatic metastases patients after surgery.
Biomarkers
|
Hepatic metastases (n = 68)
|
Non-hepatic metastases (n = 801)
|
P value
|
CA19-9(U/ml)
|
35.46(14.69-226.50)
|
12.22(6.67-23.91)
|
0.000
|
CA242(U/ml)
|
12.27(4.40-85.91)
|
5.81(2.71-11.94)
|
0.000
|
CK-MB/CK
|
0.35(0.07-1.22)
|
0.09(0.05-0.18)
|
0.000
|
P values from Mann-Whitney U test. CA, carbohydrate antigen; CK-MB/CK, creatine kinase myocardial band to total creatine kinase ratio.
Performance of CK-MB/CK and other tumor markers to predict hepatic metastasis
To examine the potential predictability of serum CK-MB/CK for liver metastasis after colorectal cancer surgery, ROC were plotted to define the optimal cut-off values and to identify the sensitivity and specificity of CK-MB/CK, CA242, and CA19-9 for differentiating patients with hepatic metastases from those without hepatic metastases. The results showed that the AUC for serum CK-MB/CK was 0.720 [95% confidence interval (CI) 0.695-0.745; P<0.001], CA19-9 was 0.723 (95% CI 0.692-0.753; P<0.001), and CA242 was 0.687 (95% CI 0.661-0.713; P<0.001). Thus, CK-MB/CK had an AUC between that of CA242 and CA19-9. The optimal cut-off value for each marker was presented in Table 6. When CK-MB/CK>1.01, the specificity was 94.84% and the NPV was 96.7%. What’s more, we tested combinations including two and three of these markers. The results showed that only combined two markers, CK-MB/CK and CA19-9, for the diagnosis of hepatic metastases, the AUC value increased from 0.720 to 0.799(p = 0.0362), the sensitivity was increased to 77.46%, the specificity was increased to 97.25% (Table 6).
Table 6 Diagnosis ability of biomarkers to distinguish hepatic metastases and non-hepatic metastases after surgery.
Biomarkers
|
P
|
AUC (95% CI)
|
Cut-off
|
Sensitivity (%)
|
Specificity (%)
|
PLR
|
NLR
|
PPV (%)
|
NPV (%)
|
Individual biomarkers
|
|
|
|
|
|
|
|
|
|
CA19-9
|
<0.001
|
0.723(0.692-0.753)
|
>18.16
|
73.53
|
66.13
|
2.17
|
0.40
|
15.5
|
96.7
|
CA242
|
<0.001
|
0.687(0.661-0.713)
|
>11.72
|
53.52
|
79.07
|
2.56
|
0.59
|
13.1
|
96.6
|
CK-MB/CK
|
<0.001
|
0.720(0.695-0.745)
|
>0.35
|
53.52
|
90.59
|
5.69
|
0.51
|
25.2
|
97.1
|
|
|
|
>1.01
|
45.07
|
94.84
|
8.73
|
0.58
|
34.0
|
96.7
|
Two biomarkers
|
|
|
|
|
|
|
|
|
|
CK-MB/CK+CA19-9
|
<0.001
|
0.799(0.776-0.821)
|
≥1positive
|
77.46
|
74.94
|
3.09
|
0.30
|
15.4
|
98.3
|
|
|
|
=2positive
|
38.03
|
97.25
|
13.84
|
0.64
|
45.0
|
96.4
|
CK-MB/CK+CA242
|
<0.001
|
0.722(0.697-0.747)
|
≥1positive
|
60.56
|
76.94
|
2.63
|
0.51
|
13.4
|
97.1
|
|
|
|
=2positive
|
38.03
|
97.00
|
12.69
|
0.64
|
42.9
|
96.4
|
CA19-9+CA242
|
<0.001
|
0.749(0.724-0.773)
|
≥1positive
|
76.06
|
71.19
|
2.64
|
0.34
|
13.5
|
98.1
|
|
|
|
=2positive
|
47.89
|
85.26
|
3.25
|
0.61
|
16.1
|
96.5
|
Three biomarkers
|
|
|
|
|
|
|
|
|
|
CK-MB/CK+CA19-9+CA242
|
<0.001
|
0.785(0.762-0.808)
|
≥1positive
|
78.87
|
69.28
|
2.57
|
0.30
|
13.2
|
98.2
|
|
|
|
=2positive
|
56.34
|
84.51
|
3.64
|
0.52
|
17.7
|
97.0
|
|
|
|
=3positive
|
33.80
|
97.50
|
13.53
|
0.68
|
44.4
|
96.1
|
AUC, area under the curve; CI, confidence interval; PLR, positive likelihood ratio; NLR, negative likelihood ratio; PPV, positive predictive value; NPV, negative predictive value; CA, carbohydrate antigen; CK-MB/CK, creatine kinase myocardial band to total creatine kinase ratio.