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©The Author(s) 2018.
World J Gastroenterol. Nov 7, 2018; 24(41): 4679-4690
Published online Nov 7, 2018. doi: 10.3748/wjg.v24.i41.4679
Published online Nov 7, 2018. doi: 10.3748/wjg.v24.i41.4679
Table 1 Clinicopathological characteristics of patients with different G protein-coupled receptor 31 expression levels in colorectal cancer n (%)
Variable | GPR31 expression | |||||||
Training cohort | Validation cohort | |||||||
Cases | Low | High | P value | Cases | Low | High | P value | |
Age (yr) | 321 | 57.7 ± 14.3 | 59.6 ± 13.7 | 0.223 | 145 | 61.6 ± 13.4 | 64.0 ± 13.1 | 0.324 |
Gender | 0.674 | 0.921 | ||||||
Female | 148 | 89 (60.1) | 59 (39.9) | 53 | 39 (73.6) | 14 (26.4) | ||
Male | 173 | 108 (62.4) | 65 (37.6) | 92 | 67 (72.8) | 25 (27.2) | ||
BMI (kg/m2) | 315 | 21.1 ± 4.0 | 21.5 ± 3.1 | 0.350 | 71 | 21.8 ± 3.1 | 22.8 ± 2.2 | 0.192 |
Preoperative ileus | 0.051 | 0.402 | ||||||
Yes | 25 | 20 (80.0) | 5 (20.0) | 33 | 26 (78.8) | 7 (21.2) | ||
No | 294 | 177 (60.2) | 117 (39.8) | 112 | 80 (71.4) | 32 (28.6) | ||
CEA (ng/mL) | 0.949 | 0.954 | ||||||
< 5 | 200 | 125 (62.5) | 75 (37.5) | 90 | 66 (73.3) | 24 (26.7) | ||
≥ 5 | 97 | 61 (62.9) | 36 (37.1) | 42 | 31 (73.8) | 11 (26.2) | ||
CA199 (ng/mL) | 0.399 | 0.534 | ||||||
< 37 | 218 | 142 (65.1) | 76 (34.9) | 105 | 77 (73.3) | 28 (26.7) | ||
≥ 37 | 64 | 38 (59.4) | 26 (40.6) | 21 | 14 (66.7) | 7 (33.3) | ||
Tumor location | 0.764 | 0.404 | ||||||
Colon | 156 | 93 (59.6) | 63 (40.4) | 64 | 49 (76.6) | 15 (23.4) | ||
Rectal | 163 | 103 (63.2) | 60 (36.8) | 81 | 57 (70.4) | 24 (29.6) | ||
Size (cm) | 320 | 5.1 ± 2.2 | 4.9 ± 2.0 | 0.380 | 143 | 4.8 ± 2.0 | 4.5 ± 1.7 | 0.446 |
Histopathology | 0.551 | 0.406 | ||||||
Adenocarcinoma | 283 | 172 (60.8) | 111 (39.2) | 128 | 95 (74.2) | 33 (25.8) | ||
Others | 38 | 25 (65.8) | 13 (34.2) | 17 | 11 (64.7) | 6 (35.3) | ||
Differentiation | 0.464 | 0.305 | ||||||
Well/moderate | 271 | 164 (60.5) | 107 (39.5) | 112 | 84 (75.0) | 28 (25.0) | ||
Poor | 50 | 33 (66.0) | 17 (34.0) | 29 | 19 (65.5) | 10 (34.5) | ||
pT classification | 0.592 | 0.006a | ||||||
T1/T2 | 60 | 35 (58.3) | 25 (41.7) | 39 | 35 (89.7) | 4 (10.3) | ||
T3/T4 | 261 | 162 (62.1) | 99 (37.9) | 106 | 71 (67.0) | 35 (33.0) | ||
pN classification | 0.643 | 0.767 | ||||||
N0 | 194 | 117 (60.3) | 77 (39.7) | 81 | 60 (74.1) | 21 (25.9) | ||
N1 | 124 | 78 (62.9) | 46 (37.1) | 64 | 46 (71.9) | 18 (28.1) | ||
pM classification | 0.007a | 0.018a | ||||||
M0 | 298 | 189 (63.4) | 109 (36.6) | 127 | 97 (76.4) | 30 (23.6) | ||
M1 | 23 | 8 (34.8) | 15 (65.2) | 18 | 9 (50.0) | 9 (50.0) | ||
TNM stage | 0.885 | 0.360 | ||||||
I/II | 188 | 116 (61.7) | 72 (38.3) | 76 | 58 (76.3) | 18 (23.7) | ||
III/IV | 133 | 81 (60.9) | 52 (39.1) | 69 | 48 (69.6) | 21 (30.4) |
Table 2 Univariate analysis of G protein-coupled receptor 31 expression and clinicopathologic variables on overall survival
Variable | Training cohort | Validation cohort | ||||
All cases | Hazard ratio (95%CI) | P value | All cases | Hazard ratio (95%CI) | P value | |
Age (yr) | 0.010a | 0.054 | ||||
< 58.4 | 153 | 1.0 | 1.0 | |||
≥ 58.4 | 168 | 1.832 (1.158-2.898) | 1.937 (0.987-3.800) | |||
Gender | 0.817 | 0.933 | ||||
Female | 148 | 1.0 | 1.0 | |||
Male | 173 | 1.053 (0.680-1.631) | 1.026 (0.562-1.874) | |||
BMI (kg/m2) | 0.474 | 0.959 | ||||
< 21.4 | 159 | 1.0 | 1.0 | |||
≥ 21.4 | 154 | 0.980 (0.927-1.036) | 1.026 (0.394-2.673) | |||
Preoperative ileus | 0.07 | 0.77 | ||||
Yes | 25 | 1.0 | 1.0 | |||
No | 294 | 1.438 (0.716-2.890) | 0.901 (0.449-1.810) | |||
CEA (ng/mL) | < 0.001b | 0.034a | ||||
< 5 | 200 | 1.0 | 1 | |||
≥ 5 | 97 | 2.435 (1.509-3.927) | 1.919 (1.050-3.508) | |||
CA199 (ng/mL) | 0.010a | 0.279 | ||||
< 37 | 218 | 1.0 | 1.0 | |||
≥ 37 | 64 | 1.988 (1.179-3.351) | 1.504 (0.719-3.148) | |||
Tumor location | 0.303 | 0.911 | ||||
Colon | 156 | 1.0 | 1 | |||
Rectal | 163 | 1.250 (0.818-1.910) | 0.968 (0.545-1.720) | |||
Size (cm) | 0.355 | 0.193 | ||||
< 5.0 | 156 | 1.0 | 1.0 | |||
≥ 5.0 | 164 | 1.230 (0.793-1.907) | 0.654 (0.345-1.239) | |||
Histopathology | 0.091 | 0.537 | ||||
Adenocarcinoma | 283 | 1.0 | 1.0 | |||
Others | 38 | 1.671 (0.922-3.031) | 1.311 (0.556-3.090) | |||
Differentiation | 0.001a | 0.07 | ||||
Well/moderate | 271 | 1.0 | 1.0 | |||
Poor | 50 | 2.363 (1.435-3.890) | 1.811 (0.952-3.443) | |||
pT classification | 0.039a | 0.001a | ||||
T1/T2 | 60 | 1.0 | 1.0 | |||
T3/T4 | 261 | 2.079 (1.038-4.163) | 7.055 (2.191-22.722) | |||
pN classification | < 0.001b | < 0.001b | ||||
N0 | 194 | 1.0 | 1.0 | |||
N1 | 124 | 2.293 (1.471-3.576) | 3.130 (1.716-5.709) | |||
pM classification | < 0.001b | < 0.001b | ||||
M0 | 298 | 1.0 | 1.0 | |||
M1 | 23 | 9.857 (5.825-16.680) | 5.212 (2.764-9.828) | |||
GPR31 expression | < 0.001b | < 0.001b | ||||
Low | 197 | 1.0 | 1.0 | |||
High | 124 | 2.888 (1.844-4.523) | 3.413 (1.920-6.066) |
Table 3 Univariate analysis of G protein-coupled receptor 31 expression and clinicopathologic variables on disease-free survival
Variable | Training cohort | Validation cohort | ||||
All cases | Hazard ratio (95%CI) | P value | All cases | Hazard ratio (95%CI) | P value | |
Age (yr) | 0.021a | 0.182 | ||||
< 58.4 | 153 | 1.0 | 1.0 | |||
≥ 58.4 | 168 | 1.683 (1.082-2.619) | 1.481 (0.832-2.636) | |||
Gender | 0.832 | 0.959 | ||||
Female | 148 | 1.0 | 1.0 | |||
Male | 173 | 0.955 (0.624-1.462) | 0.986 (0.573-1.697) | |||
BMI (kg/m2) | 0.388 | 0.938 | ||||
< 21.4 | 159 | 1.0 | 1.0 | |||
≥ 21.4 | 154 | 0.977 (0.926-1.030) | 1.035 (0.431-2.488) | |||
Preoperative ileus | 0.461 | 0.925 | ||||
Yes | 25 | 1.0 | 1.0 | |||
No | 294 | 1.299 (0.647-2.607) | 0.971 (0.524-1.800) | |||
CEA (ng/mL) | 0.001a | 0.057 | ||||
< 5 | 200 | 1.0 | 1.0 | |||
≥ 5 | 97 | 2.233 (1.400-3.563) | 1.709 (0.985-2.966) | |||
CA199 (ng/mL) | 0.014a | 0.415 | ||||
< 37 | 218 | 1.0 | 1.0 | |||
≥ 37 | 64 | 1.920 (1.143-3.225) | 1.334 (0.668-2.666) | |||
Tumor location | 0.101 | 0.199 | ||||
Colon | 156 | 1.0 | 1.0 | |||
Rectal | 163 | 1.416 (0.934-2.147) | 0.713 (0.425-1.195) | |||
Size (cm) | 0.210 | 0.686 | ||||
< 5.0 | 156 | 1.0 | 1.0 | |||
≥ 5.0 | 164 | 1.316 (0.857-2.022) | 0.893 (0.514-1.549) | |||
Histopathology | 0.112 | 0.108 | ||||
Adenocarcinoma | 283 | 1.0 | 1.0 | |||
Others | 38 | 1.617 (0.894-2.924) | 1.793 (0.879-3.658) | |||
Differentiation | 0.002a | 0.069 | ||||
Well/moderate | 271 | 1.0 | 1.0 | |||
Poor | 50 | 2.200 (1.342 -3.607) | 1.732 (0.958-3.132) | |||
pT classification | 0.020a | 0.001a | ||||
T1/T2 | 60 | 1.0 | 1.0 | |||
T3/T4 | 261 | 2.269 (1.135-4.537) | 9.173 (2.867-29.350) | |||
pN classification | < 0.001b | < 0.001b | ||||
N0 | 194 | 1.0 | 1.0 | |||
N1 | 124 | 2.228 (1.446-3.434) | 2.667 (1.567-4.538) | |||
pM classification | < 0.001b | < 0.001b | ||||
M0 | 298 | 1.0 | 1.0 | |||
M1 | 23 | 8.856 (5.259-14.913) | 5.210 (2.895-9.375) | |||
GPR31 expression | < 0.001b | < 0.001b | ||||
Low | 197 | 1.0 | 1.0 | |||
High | 124 | 2.576 (1.671-3.969) | 3.277 (1.942-5.530) |
Table 4 Cox multivariate analysis of prognostic factors on overall survival and disease-free survival
Variable | Training cohort | Validation cohort | ||||
Hazards ratio | 95%CI | P value | Hazards ratio | 95%CI | P value | |
Overall survival | ||||||
Age (≥ 58.4 vs < 58.4) | 2.344 | 1.365-4.025 | 0.002a | 1.722 | 0.788-3.760 | 0.173 |
CEA, ng/mL (≥ 5 vs < 5) | 2.236 | 1.284-3.894 | 0.004a | 1.437 | 0.745-2.773 | 0.279 |
CA199, ng/mL (≥ 37 vs < 37) | 1.382 | 0.780-2.448 | 0.267 | 1.189 | 0.543-2.604 | 0.665 |
Differentiation (poor vs well/moderate) | 1.913 | 1.045-3.503 | 0.036a | 0.940 | 0.420-2.103 | 0.880 |
pT classification (T3/T4 vs T1/T2) | 1.489 | 0.619-3.581 | 0.374 | 7.890 | 1.028-60.588 | 0.047a |
pN classification (N1 vs N0) | 1.855 | 1.116-3.084 | 0.017a | 2.210 | 1.059-4.613 | 0.035a |
pM classification (M1 vs M0) | 11.836 | 5.801-24.148 | < 0.001b | 2.706 | 1.307-5.604 | 0.007a |
GPR31 expression (high vs low) | 1.896 | 1.123-3.202 | 0.017a | 2.254 | 1.168-4.349 | 0.015a |
Disease-free survival | ||||||
Age (≥ 58.4 vs < 58.4) | 2.003 | 1.200-3.344 | 0.008a | 1.159 | 0.598-2.247 | 0.661 |
CEA, ng/mL (≥ 5 vs < 5) | 1.965 | 1.147-3.366 | 0.014a | 1.247 | 0.686-2.267 | 0.469 |
CA199, ng/mL (≥ 37 vs < 37) | 1.459 | 0.824-2.585 | 0.195 | 1.103 | 0.529-2.300 | 0.794 |
Differentiation (poor vs well/moderate) | 1.609 | 0.884-2.929 | 0.119 | 0.881 | 0.424-1.830 | 0.734 |
pT classification (T3/T4 vs T1/T2) | 1.749 | 0.719-4.254 | 0.218 | 13.092 | 1.738-98.636 | 0.013* |
pN classification (N1 vs N0) | 1.809 | 1.108-2.953 | 0.018a | 1.787 | 0.936-3.412 | 0.079 |
pM classification (M1 vs M0) | 10.233 | 5.128-20.420 | < 0.001b | 2.741 | 1.408-5.334 | 0.003a |
GPR31 expression (high vs low) | 1.766 | 1.069-2.917 | 0.026a | 1.825 | 1.001-3.325 | 0.049a |
- Citation: Rong YM, Huang XM, Fan DJ, Lin XT, Zhang F, Hu JC, Tan YX, Chen X, Zou YF, Lan P. Overexpression of G protein-coupled receptor 31 as a poor prognosticator in human colorectal cancer. World J Gastroenterol 2018; 24(41): 4679-4690
- URL: https://www.wjgnet.com/1007-9327/full/v24/i41/4679.htm
- DOI: https://dx.doi.org/10.3748/wjg.v24.i41.4679