Introduction
Materials and methods
Study population
EBV–ISH
Data variable
Statistical analyses
Results
Clinicopathological features of patients according to the EBV status
Variable | Total patients (n = 4587) | EBV-positive (n = 456) (9.9%) | EBV-negative (n = 4131) (90.1%) | P value |
---|---|---|---|---|
Age (mean ± SD) | 61.1 (± 12.3) | 61.2 (± 10.3) | 61.1 (± 12.5) | 0.780 |
≤ 60 | 2185 (47.6) | 220 (48.2) | 1965 (47.6) | 0.783 |
> 60 | 2402 (52.4) | 236 (51.8) | 2166 (52.4) | |
Sex | < 0.001 | |||
Male | 3029 (66.0) | 404 (88.6) | 2625 (63.5) | |
Female | 1558 (34.0) | 52 (11.4) | 1506 (36.5) | |
Smoking (n = 4,566) | < 0.001 | |||
Non-smoker | 2230 (48.8) | 137 (30.2) | 2093 (50.9) | |
Smoker | 2336 (51.2) | 316 (69.8) | 2020 (49.1) | |
Size (cm) (n = 4,341) | 3.9 | 3.6 | 3.9 | 0.030 |
≤ 3 | 2213 (51.0) | 236 (54.4) | 1977 (50.6) | 0.135 |
> 3 | 2128 (49.0) | 198 (45.6) | 1930 (49.4) | |
Location (n = 4,580) | < 0.001 | |||
Upper | 1021 (22.3) | 236 (51.8) | 785 (19.0) | |
Middle | 1055 (23.0) | 131 (28.7) | 924 (22.4) | |
Low | 2504 (54.7) | 89 (19.5) | 2415 (58.6) | |
Histology | < 0.001 | |||
Differentiated | 1893 (41.3) | 123 (27.0) | 1770 (42.9) | |
Undifferentiated | 1911 (41.7) | 226 (49.5) | 1685 (40.8) | |
Mixed carcinoma | 575 (12.5) | 29 (6.4) | 546 (13.2) | |
Others | 208 (4.5) | 78 (17.1) | 130 (3.1) | |
Lauren classification (n = 4,346) | < 0.001 | |||
Intestinal | 2356 (54.2) | 215 (49.8) | 2141 (54.7) | |
Diffuse | 1815 (41.8) | 184 (42.6) | 1631 (41.7) | |
Mixed | 130 (3.0) | 10 (2.3) | 120 (3.1) | |
Indeterminate | 45 (1.0) | 23 (5.3) | 22 (0.5) | |
p53 mutation (n = 2,886) | < 0.001 | |||
Negative | 2034 (70.5) | 194 (87.8) | 1840 (69.0) | |
Positive | 852 (29.5) | 27 (12.2) | 825 (31.0) | |
MSI (n = 3,985) | < 0.001 | |||
MSS, MSI-L | 3593 (90.2) | 326 (99.4) | 3,267 (89.3) | |
MSI-H | 392 (9.8) | 2 (0.6) | 390 (10.7) | |
Cancer type | 0.130 | |||
Early gastric cancer | 2705 (59.0) | 284 (62.3) | 2421 (58.6) | |
Advanced gastric cancer | 1882 (41.0) | 172 (37.7) | 1710 (41.4) | |
TNM staging | 0.004 | |||
1 | 2821 (61.5) | 316 (69.3) | 2505 (60.6) | |
2 | 685 (14.9) | 52 (11.4) | 633 (15.3) | |
3 | 788 (17.2) | 63 (13.8) | 725 (17.6) | |
4 | 293 (6.4) | 25 (5.5) | 268 (6.5) | |
Lymphatic invasion (n = 4,345) | < 0.001 | |||
Absent | 2836 (65.3) | 328 (75.9) | 2508 (64.1) | |
Present | 1509 (34.7) | 104 (24.1) | 1405 (35.9) | |
Vascular invasion (n = 4,345) | 0.004 | |||
Absent | 3865 (89.0) | 402 (93.1) | 3463 (88.5) | |
Present | 480 (11.0) | 30 (6.9) | 450 (11.5) | |
Treatment | 0.138 | |||
Endoscopic submucosal Dissection | 171 (3.7) | 12 (2.6) | 159 (3.8) | |
Operation | 3995 (87.1) | 412 (90.4) | 3583 (86.8) | |
Chemotherapy | 397 (8.7) | 29 (6.4) | 368 (8.9) | |
Conservative care | 24 (0.5) | 3 (0.6) | 21 (0.5) |
Overall and gastric cancer-specific survival analyses according to EBV positivity
Univariate and multivariate analyses for survival according to EBV positivity
Variable | Overall Survival | Gastric cancer-specific survival | ||||||
---|---|---|---|---|---|---|---|---|
Univariate analyses HR [95% CI] | P value | Multivariate analyses HR [95% CI] | P value | Univariate analyses HR [95% CI] | P value | Multivariate analyses HR [95% CI] | P value | |
Age | 1.030 (1.023–1.036) | < 0.001 | 1.037 (1.030–1.045) | < 0.001 | 1.018 (1.011–1.025) | < 0.001 | 1.025 (1.017–1.034) | < 0.001 |
Sex | ||||||||
Male | Ref | Ref | Ref | |||||
Female | 0.813 (0.696–0.949) | 0.009 | 0.761 (0.628–0.921) | 0.005 | 0.917 (0.775–1.084) | 0.310 | ||
Smoking | ||||||||
Non-smoker | Ref | Ref | ||||||
Smoker | 0.970 (0.841–1.119) | 0.676 | 0.943 (0.805–1.104) | 0.467 | ||||
Size | 1.254 (1.232–1.276) | < 0.001 | 1.094 (1.065–1.124) | < 0.001 | 1.295 (1.270–1.320) | < 0.001 | 1.109 (1.078–1.141) | < 0.001 |
Location | ||||||||
Upper | Ref | Ref | Ref | Ref | ||||
Middle | 0.943 (0.784–1.133) | 0.529 | 1.074 (0.849–1.358) | 0.554 | 0.931 (0.763–1.136) | 0.481 | 1.091 (0.834–1.427) | 0.523 |
Low | 0.500 (0.421–0.593) | < 0.001 | 0.800 (0.652–0.983) | 0.033 | 0.437 (0.361–0.528) | < 0.001 | 0.841 (0.665–1.064) | 0.149 |
Histology | ||||||||
Differentiated | Ref | Ref | Ref | Ref | ||||
Undifferentiated | 1.987 (1.699–2.324) | < 0.001 | 1.178 (0.885–1.568) | 0.261 | 2.538 (2.120–3.037) | < 0.001 | 1.178 (0.840–1.652) | 0.342 |
Mixed | 0.559 (0.405–0.774) | < 0.001 | 0.673 (0.449–1.008) | 0.055 | 0.621 (0.428–0.901) | 0.012 | 0.668 (0.415–1.072) | 0.095 |
Others | 1.476 (1.057–2.063) | 0.022 | 1.034 (0.685–1.559) | 0.875 | 1.644 (1.122–2.411) | 0.011 | 1.042 (0.635–1.710) | 0.871 |
Lauren | ||||||||
Intestinal | Ref | Ref | Ref | Ref | ||||
Diffuse | 1.207 (1.019–1.430) | 0.030 | 0.990 (0.755–1.297) | 0.940 | 1.608 (1.322–1.954) | < 0.001 | 1.027 (0.752–1.403) | 0.867 |
Mixed | 1.042 (0.638–1.700) | 0.870 | 1.221 (0.698–2.138) | 0.484 | 1.141 (0.637–2.046) | 0.657 | 1.108 (0.570–2.155) | 0.762 |
Indeterminate | 3.696 (2.021–6.759) | < 0.001 | 1.094 (1.065–1.124) | 0.168 | 4.989 (2.637–9.439) | < 0.001 | 1.871 (0.871–4.017) | 0.108 |
TNM staging | ||||||||
Stage 1 | Ref | Ref | Ref | Ref | ||||
Stage 2 | 3.800 (2.935–4.920) | < 0.001 | 2.648 (2.017–3.476) | < 0.001 | 7.159 (5.005–10.239) | < 0.001 | 4.761 (3.277–6.916) | < 0.001 |
Stage 3 | 10.946 (8.864–13.518) | < 0.001 | 6.334 (4.918–8.157) | < 0.001 | 25.005 (18.385–34.009) | < 0.001 | 13.286 (9.400–18.777) | < 0.001 |
Stage 4 | 46.225 (37.005–57.743) | < 0.001 | 21.674 (14.706–31.945) | < 0.001 | 111.028 (81.071–152.055) | < 0.001 | 42.528 (26.903–67.226) | < 0.001 |
EBV-ISH positivity | ||||||||
Negative | Ref | Ref | Ref | Ref | ||||
Positive | 0.733 (0.562–0.956) | 0.022 | 0.671 (0.480–0.938) | 0.020 | 0.666 (0.488–0.907) | 0.010 | 0.620 (0.412–0.933) | 0.022 |
Subgroup analyses according to sex
Male (n = 3029) | Female (n = 1558) | |||||
---|---|---|---|---|---|---|
Variable | EBV-positive (n = 404) (13.3%) | EBV-negative (n = 2625) (86.7%) | P value | EBV-positive (n = 52) (3.3%) | EBV-negative (n = 1506) (96.7%) | P value |
Age (mean ± SD) | 61.0 (± 10.1) | 62.1 (± 11.7) | 0.054 | 63.0 (± 11.5) | 59.4 (± 13.6) | 0.03 |
≤ 60 | 200 (49.5) | 1188 (45.3) | 0.111 | 20 (38.5) | 777 (51.6) | 0.063 |
> 60 | 204 (50.5) | 1437 (54.7) | 32 (61.5) | 729 (48.4) | ||
Smoking | (n = 3015) | 0.046 | (n = 1551) | 0.620 | ||
Non-Smoker | 90 (22.4) | 710 (27.2) | 47 (90.4) | 1383 (92.3) | ||
Smoker | 311 (77.6) | 1904 (72.8) | 5 (9.6) | 116 (7.7) | ||
Size (cm) | (n = 2864) | (n = 1477) | ||||
3.7 (± 2.7) | 4.0 (± 3.0) | 0.065 | 3.1 (± 1.9) | 3.8 (± 3.1) | 0.018 | |
≤ 3 | 211 (54.9) | 1223 (49.3) | 0.041 | 25 (50.0) | 754 (52.8) | 0.693 |
> 3 | 173 (45.1) | 1257 (50.7) | 25 (50.0) | 673 (47.2) | ||
Location | (n = 3026) | < 0.001 | (n = 1554) | < 0.001 | ||
Upper | 208 (51.5) | 502 (19.1) | 28 (53.8) | 283 (18.8) | ||
Middle | 115 (28.5) | 512 (19.5) | 16 (30.8) | 412 (27.4) | ||
Low | 81 (20.0) | 1608 (61.3) | 8 (15.4) | 807 (53.7) | ||
Histology | < 0.001 | < 0.001 | ||||
Differentiated | 112 (27.7) | 1334 (50.8) | 11 (21.2) | 436 (29.0) | ||
Undifferentiated | 202 (50.1) | 902 (34.4) | 24 (46.2) | 783 (52.0) | ||
Mixed carcinoma | 24 (5.9) | 286 (10.9) | 5 (9.6) | 260 (17.3) | ||
Others | 66 (16.3) | 103 (3.9) | 12 (23.0) | 27 (1.7) | ||
Lauren classification | (n = 2867) | < 0.001 | (n = 1479) | < 0.001 | ||
Intestinal | 197 (51.6) | 1584 (63.7) | 18 (36.0) | 557 (39.0) | ||
Diffuse | 157 (41.1) | 818 (32.9) | 27 (54.0) | 813 (56.9) | ||
Mixed | 7 (1.8) | 64 (2.6) | 3 (6.0) | 56 (3.9) | ||
Indeterminate | 21 (5.5) | 19 (0.8) | 2 (4.0) | 3 (0.2) | ||
p53 mutation | (n = 1894) | < 0.001 | (n = 992) | 0.537 | ||
Negative | 173 (88.3) | 1077 (63.4) | 21 (84.0) | 763 (78.9) | ||
Positive | 23 (11.7) | 621 (36.6) | 4 (16.0) | 204 (21.1) | ||
MSI | (n = 2635) | < 0.001 | (n = 1350) | 0.024 | ||
MSS, MSI-L | 291 (99.3) | 2120 (90.5) | 35 (100.0) | 1147 (87.2) | ||
MSI-H | 2 (0.7) | 222 (9.5) | 0 (0.0) | 168 (12.8) | ||
Cancer type | 0.032 | 0.944 | ||||
Early gastric cancer | 252 (62.4) | 1489 (56.7) | 32 (61.5) | 934 (62.0) | ||
Advanced gastric cancer | 152 (37.6) | 1136 (43.3) | 20 (38.5) | 572 (38.0) | ||
TNM staging | 0.001 | 0.528 | ||||
1 | 280 (69.3) | 1555 (59.3) | 36 (69.2) | 950 (63.1) | ||
2 | 44 (10.9) | 416 (15.8) | 8 (15.4) | 217 (14.4) | ||
3 | 56 (13.9) | 485 (18.5) | 7 (13.5) | 240 (15.9) | ||
4 | 24 (5.9) | 169 (6.4) | 1 (1.9) | 99 (6.6) | ||
Lymphatic invasion | (n = 2866) | < 0.001 | (n = 1479) | 0.399 | ||
Absent | 291 (76.2) | 1531 (61.6) | 37 (74.0) | 977 (68.4) | ||
Present | 91 (23.8) | 953 (38.4) | 13 (26.0) | 452 (31.6) | ||
Vascular invasion | (n = 2866) | 0.001 | (n = 1479) | 0.267 | ||
Absent | 354 (92.7) | 2154 (86.7) | 48 (96.0) | 1309 (91.6) | ||
Present | 28 (7.3) | 330 (13.3) | 2 (4.0) | 120 (8.4) | ||
Treatment | 0.084 | 0.685 | ||||
Endoscopic submucosal dissection | 11 (2.7) | 118 (4.5) | 1 (1.9) | 41 (2.7) | ||
Operation | 363 (89.9) | 2242 (85.4) | 49 (94.2) | 1342 (89.1) | ||
Chemotherapy | 27 (6.7) | 250 (9.5) | 2 (3.8) | 117 (7.8) | ||
Conservative care | 3 (0.7) | 15 (0.6) | 0 (0.0) | 6 (0.4) |
Variable | Male | Female | ||||||
---|---|---|---|---|---|---|---|---|
Univariate analyses HR [95% CI] | P value | Multivariate analyses HR [95% CI] | P value | Univariate analyses HR [95% CI] | P value | Multivariate analyses HR [95% CI] | P value | |
Age | 1.032 (1.023–1.041) | < 0.001 | 1.042 (1.031–1.054) | < 0.001 | 1.000 (0.989–1.010) | 0.932 | ||
Smoking | ||||||||
Non-smoker | Ref | Ref | Ref | |||||
Smoker | 0.747 (0.609–0.917) | 0.005 | 0.996 (0.772–1.283) | 0.973 | 1.531 (0.991–2.365) | 0.055 | ||
Size | 1.297 (1.266–1.328) | < 0.001 | 1.102 (1.063–1.142) | < 0.001 | 1.290 (1.249–1.333) | < 0.001 | 1.134 (1.079–1.191) | < 0.001 |
Location | ||||||||
Upper | Ref | Ref | Ref | Ref | ||||
Middle | 1.141 (0.887–1.467) | 0.304 | 1.129 (0.817–1.560) | 0.463 | 0.637 (0.460–0.883) | 0.007 | 1.017 (0.614–1.683) | 0.949 |
Low | 0.578 (0.460–0.728) | < 0.001 | 0.847 (0.642–1.118) | 0.242 | 0.242 (0.171–0.343) | < 0.001 | 0.754 (0.481–1.182) | 0.218 |
Histology | ||||||||
Differentiated | Ref | Ref | Ref | Ref | ||||
Undifferentiated | 2.869 (2.319–3.549) | < 0.001 | 1.260 (0.847–1.876) | 0.254 | 1.992 (1.411–2.811) | < 0.001 | 0.685 (0.431–1.088) | 0.109 |
Mixed | 0.637 (0.389–1.044) | 0.073 | 0.671 (0.368–1.222) | 0.192 | 0.567 (0.314–1.022) | 0.059 | 0.377 (0.195–0.730) | 0.004 |
Others | 1.879 (1.249–2.827) | 0.002 | 1.268 (0.752–2.139) | 0.373 | 0.745 (0.231–2.404) | 0.622 | 0.377 (0.090–1.586) | 0.183 |
Lauren | ||||||||
Intestinal | Ref | Ref | Ref | |||||
Diffuse | 1.791 (1.415–2.267) | < 0.001 | 1.172 (0.812–1.692) | 0.398 | 1.396 (0.968–2.013) | 0.074 | ||
Mixed | 1.606 (0.819–3.150) | 0.168 | 1.684 (0.775–3.657) | 0.188 | 0.603 (0.187–1.945) | 0.397 | ||
Indeterminate | 4.794 (2.440–9.419) | < 0.001 | 1.648 (0.737–3.684) | 0.224 | 4.819 (0.662–35.085) | 0.121 | ||
TNM staging | ||||||||
Stage 1 | Ref | Ref | Ref | Ref | ||||
Stage 2 | 7.425 (4.816–11.448) | < 0.001 | 4.791 (3.045–7.539) | < 0.001 | 6.317 (3.337–11.957) | < 0.001 | 4.005 (2.050–7.827) | < 0.001 |
Stage 3 | 25.175 (17.304–36.627) | < 0.001 | 13.084 (8.564–19.989) | < 0.001 | 23.507 (13.722–40.272) | < 0.001 | 11.817 (6.447–21.659) | < 0.001 |
Stage 4 | 103.874 (70.561–152.914) | < 0.001 | 38.129 (20.594–70.595) | < 0.001 | 120.019 (69.874–206.149) | < 0.001 | 58.179 (28.131–120.322) | < 0.001 |
EBV-ISH positivity | ||||||||
Negative | Ref | Ref | Ref | |||||
Positive | 0.599 (0.428–0.840) | 0.003 | 0.517 (0.327–0.816) | 0.005 | 0.949 (0.421–2.138) | 0.949 |