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©The Author(s) 2022.
World J Gastrointest Surg. Nov 27, 2022; 14(11): 1272-1284
Published online Nov 27, 2022. doi: 10.4240/wjgs.v14.i11.1272
Published online Nov 27, 2022. doi: 10.4240/wjgs.v14.i11.1272
Table 1 Demographic characteristics
Parameters | GBC, n = 80 | Benign GB disease, n = 120 | Total, n = 200 | P value |
Age, yr (n = 200) | 57.0 (50.2-66.5) | 47.0 (34.0-56.0) | 52.0 (41.0-60.0) | < 0.001 |
Sex (n = 200), n (%) | 0.951 | |||
Men | 27 (33.8) | 41 (34.2) | 68 (34.0) | |
Women | 53 (66.3) | 79 (65.8) | 132 (66.0) | |
BMI in kg/m2, (mean) | 27.06 ± 4.46 | 26.50 ± 5.6 | 26.8 ± 4.98 | 0.229 |
Hemoglobin in g/dL | 11.8 (10.8-12.6) | 11.6 (10.2-12.8) | 11.75 (10.6-12.70) | 0.523 |
TLC in cells/μL | 8075.0 (6759.0-9801.0) | 7830.0 (6705.0-8800.0) | 7846.0 (6745.0-9440.0) | 0.094 |
Lymphocytes in cells/μL | 27.4 (21.2-31.0) | 26.9 (22.0-31.0) | 27.0 (22.0-31.0) | 0.421 |
Monocytes in cells/mm3 | 5.7 (3.4-7.9) | 6.0 (4.0-7.0) | 6.0 (4.0-7.30) | 0.604 |
Neutrophils in cells/mm3 | 63.1 (58.2-69.6) | 63.0 (59.0-67.0) | 63.0 (58.92-67.77) | 0.816 |
Eosinophils, % | 3.0 (1.2-4.0) | 3.5 (2.0-4.4) | 3.0 (2.0-4.10) | 0.023 |
Basophils in cells/μL | 0.5 (0.3-1.0) | 0.4 (0.1-1.0) | 0.50 (0.20-1.0) | 0.351 |
Bilirubin in mg/dL | ||||
Total | 0.9 (0.6-1.2) | 0.8 (0.6-1.1) | 0.87 (0.64-1.12) | 0.251 |
Direct | 0.3 (0.2-0.5) | 0.3 (0.2-0.5) | 0.30 (0.20-0.52) | 0.621 |
Indirect | 0.6 (0.4-0.7) | 0.4 (0.3-0.6) | 0.50 (0.36-0.65) | 0.015 |
ALP in IU/L | 119.5 (80.5-163.2) | 109.0 (76.2-136.2) | 111.0 (78.0-146.50) | 0.019 |
SGOT in U/L | 34.0 (27.2-43.0) | 28.0 (24.0-34.0) | 31.0 (25.0-36.0) | 0.001 |
SGPT in U/L | 27.0 (21.0-36.5) | 23.0 (21.0-30.5) | 24.0 (21.0-34.0) | 0.012 |
INR | 1.1 (1.0-1.1) | 1.1 (1.0-1.1) | 1.12 (1.10-1.12) | 0.158 |
Serum creatinine in mg/dL | 0.8 (0.7-0.9) | 0.8 (0.7-0.9) | 0.80 (0.68-0.97) | 0.459 |
BUN in mg/dL | 12.3 (9.0-14.4) | 12.3 (9.9-14.5) | 12.30 (5.0-12.0) | 0.479 |
GB wall thickness in mm | 12.0 (9.2-15.1) | 6.0 (4.0-8.0) | 8.0 (5.0-12.0) | < 0.001 |
Table 2 Association of tumor markers with benign gallbladder disease and gallbladder cancer
All parameters | Benign, n = 120 | Carcinoma, n = 80 | P value |
CA 19-9 in U/mL | 3.1 (1.4-19.4) | 112.9 (23.3-318.8) | < 0.001 |
CA 19-9, n (%) | |||
Normal | 108 (90.0) | 23 (28.7) | < 0.001 |
Elevated | 12 (10.0) | 57 (71.3) | |
CA 125 in U/mL | 8.6 (3.1-15.1) | 24.5 (12.0-53.3) | < 0.001 |
CA 125, n (%) | |||
Normal | 112 (93.3) | 49 (61.3) | < 0.001 |
Elevated | 8 (6.7) | 31 (38.8) | |
CEA in µg/L | 2.3 (1.2-3.1) | 3.1 (1.8-4.5) | < 0.003 |
CEA, n (%) | |||
Normal | 114 (94) | 60 (75) | < 0.003 |
Elevated | 6 (5.9) | 20 (25) | |
CA 242 in U/mL | 2.8 (1.5-9.8) | 55.5 (32.7-96.5) | < 0.001 |
CA 242, n (%) | |||
Normal | 108 (90.0) | 11 (13.7) | < 0.001 |
Elevated | 12 (10.0) | 69 (86.3) |
Table 3 Association between tumor markers and clinical characteristics
Characteristics | CA 19-9 | P value | CA 125 | P value | CEA | P value | CA 242 | P value | ||||
Normal, n = 131 | Elevated, n = 69 | Normal, n = 161 | Elevated, n = 39 | Normal, n = 181 | Elevated, n = 19 | Normal, n = 119 | Elevated,n = 81 | |||||
Age, yr | 49.0 (39.0-59.0) | 55.0 (45.0-63.5) | 0.009 | 50.0 (39.0-59.0) | 56.0 (50.0-69.0) | 0.001 | 50.0 (40.0-59.5) | 56.0 (45.0-65.0) | 0.093 | 48.0 (34.0-56.0) | 56.0 (47.5-64.5) | < 0.001 |
Sex | ||||||||||||
Male | 46 (35.1) | 22 (31.9) | 0.754 | 51 (31.7) | 17 (43.6) | 0.112 | 62 (34.3) | 6 (31.6) | > 0.05 | 41 (34.5) | 27 (33.3) | 0.881 |
Female | 85 (64.9) | 47 (68.1) | 110 (68.3) | 22 (56.4) | 119 (65.7) | 13 (68.4) | 78 (65.5) | 54 (66.7) | ||||
Gallstones | ||||||||||||
Absent | 12 (9.2) | 10 (14.5) | 0.181 | 19 (11.8) | 3 (7.7) | 0.578 | 21 (11.6) | 1 (5.3) | 0.701 | 7 (5.9) | 15 (18.5) | 0.010 |
Present | 119 (90.8) | 59 (85.5) | 142 (88.2) | 36 (92.3) | 160 (88.4) | 18 (94.7) | 112 (94.1) | 66 (81.5) |
Table 4 Analyses of the sensitivity of tumor markers in different stages of gallbladder cancer
Clinical stages | Patients, n = 80 | CA 19-9 | CEA | CA 125 | CA 242 |
I | 15 (18.6) | 10 (66.7) | 1 (6.7) | 5 (33.3) | 13 (86.7) |
IIA | 13 (16.3) | 12 (92.3) | 1 (7.7) | 5 (38.5) | 12 (92.3) |
IIB | 4 (5.0) | 4 (100.0) | 0 | 2 (50.0) | 4 (100.0) |
IIIA | 4 (5.0) | 4 (100.0) | 0 | 2 (50.0) | 4 (100.0) |
IIIB | 44 (55.0) | 27 (61.3) | 8 (18.1) | 17 (38.6) | 36 (81.8) |
Table 5 Analyses of different combinations of markers in gallbladder cancer diagnosis
Group | n | 1 marker | 2 markers | 3 markers | 4 markers |
Benign GB disease | 120 | 29 (24.2) | 6 (5.0) | 1 (0.8) | 0 |
GBC | 80 | 14 (17.5) | 27 (33.7) | 25 (31.3) | 3 (3.8) |
Positive likelihood rate | 0.5% | 4.5% | 25% | 100% |
Table 6 Performance of markers for predicting gallbladder cancer
Variable | Sensitivity, % | Specificity, % | PPV, % | NPV, % | AUC (95%CI); P value |
CA 19-9 (cutoff: 39.21 by ROC) | 71.3 | 90.0 | 82.6 | 82.4 | 0.849 (0.791-0.907); < 0.001 |
CA 125 (cutoff: 36.00 by ROC) | 38.8 | 93.3 | 79.5 | 69.6 | 0.758 (0.686-0.831); < 0.001 |
CEA (cutoff: 10.36 by ROC) | 12.5 | 92.5 | 52.6 | 61.3 | 0.623 (0.542-0.703); 0.003 |
CA 242 (cutoff: 15.10 by ROC) | 86.3 | 90.0 | 85.2 | 90.8 | 0.925 (0.881-0.969); < 0.001 |
Table 7 Performance of combination of markers for predicting gallbladder cancer
Variable | Sensitivity, % | Specificity, % | PPV, % | NPV, % |
Combination of any 2 markers | 63.5 | 95.0 | 84.6 | 85.7 |
Combination of markers CA 19-9 and CA 242, n = 26 | 83.2 | 93.3 | 96.2 | 83.5 |
Combination of ≥ 3 markers | 35.0 | 100.0 | 100.0 | 69.8 |
Table 8 Correlations between carbohydrate antigen 19-9, carcinoembryonic antigen, carbohydrate antigen 125, and carbohydrate antigen 242 expression and lymph node metastasis
Marker level | No LNM, n = 36 | LNM, n = 44 | P value |
CA 19-9 in U/mL | 110.5 (54.2- 176.7) | 221.8 (14.9-753.0) | < 0.05 |
CEA in µg/L | 3.2 (1.4-4.0) | 3.37 (1.9-6.2) | > 0.05 |
CA 125 in U/mL | 23.0 (21.5-47.3) | 33.0 (7.4-64.2) | > 0.05 |
CA 242 in U/mL | 48.5 (36.1-84.7) | 92.0 (25.8-112.0) | < 0.05 |
Table 9 Cox proportional hazards model for multivariate regression analysis
Prognostic factor | Parameter estimate | Wald χ2 | P value | Hazard ratio | 95% CI |
CA 19-9 | 0 | 0.152 | 0.697 | 1 | 0.999-1.001 |
CEA | -0.137 | 1.415 | 0.234 | 0.872 | 0.696-1.093 |
CA 125 | 0.001 | 0.211 | 0.464 | 1.001 | 0.995-1.008 |
CA 242 | 0.017 | 10.422 | 0.001 | 1.017 | 1.007-1.027 |
LNM | -2.06 | 6.001 | 0.014 | 0.127 | 0.024-0.662 |
Age | -0.05 | 2.814 | 0.093 | 0.951 | 0.897-1.009 |
Sex | -0.264 | 0.098 | 0.755 | 0.768 | 0.146-4.027 |
BMI | 0.038 | 0.478 | 0.489 | 1.038 | 0.933-1.155 |
GB wall thickness | -0.076 | 2.096 | 0.148 | 0.927 | 0.837-1.027 |
Stone size | -0.318 | 2.114 | 0.146 | 0.728 | 0.474-1.117 |
- Citation: Sinha SR, Prakash P, Singh RK, Sinha DK. Assessment of tumor markers CA 19-9, CEA, CA 125, and CA 242 for the early diagnosis and prognosis prediction of gallbladder cancer. World J Gastrointest Surg 2022; 14(11): 1272-1284
- URL: https://www.wjgnet.com/1948-9366/full/v14/i11/1272.htm
- DOI: https://dx.doi.org/10.4240/wjgs.v14.i11.1272