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©The Author(s) 2022.
World J Gastrointest Surg. Nov 27, 2022; 14(11): 1230-1249
Published online Nov 27, 2022. doi: 10.4240/wjgs.v14.i11.1230
Published online Nov 27, 2022. doi: 10.4240/wjgs.v14.i11.1230
Table 1 Clinical and pathological characteristics of patients in the training cohort and validation cohort
Characteristics | Training cohort | Validation cohort | P value |
n = 4968 | n = 11154 | ||
Sex | < 0.001 | ||
Male | 3634 (73.1) | 7214 (64.7) | |
Female | 1334 (26.9) | 3940 (35.3) | |
Age (yr) | < 0.001 | ||
≤ 60 | 2845 (57.3) | 3418 (30.6) | |
> 60 | 2123 (42.7) | 7736 (69.4) | |
Tumor location | < 0.001 | ||
Upper third | 552 (11.1) | 3954 (35.4) | |
Middle third | 811 (16.3) | 1248 (11.2) | |
Lower third | 3605 (72.6) | 5952 (53.4) | |
Tumor size (mm) | < 0.001 | ||
≤ 50 | 3225 (64.9) | 6813 (61.1) | |
> 50 | 1743 (35.1) | 4341 (38.9) | |
Histological type | < 0.001 | ||
Well -moderately differentiated | 2056 (41.4) | 3402 (30.5) | |
Poorly-undifferentiated | 2204 (44.4) | 4197 (37.6) | |
Signet ring cell | 397 (8.0) | 1899 (17.0) | |
Others | 311 (6.3) | 1656 (14.8) | |
pT stage | < 0.001 | ||
pT1 | 1106 (22.3) | 2746 (24.6) | |
pT2 | 745 (15.0) | 1534 (13.8) | |
pT3 | 1583 (31.9) | 4570 (41.0) | |
pT4 | 1534 (30.9) | 2304 (20.7) | |
pN stage | < 0.001 | ||
pN0 | 2062 (41.5) | 5411 (48.5) | |
pN1 | 927 (18.7) | 2039 (18.3) | |
pN2 | 893 (18.0) | 1768 (15.9) | |
pN3 | 1086 (21.9) | 1936 (17.4) | |
pTNM | < 0.001 | ||
I | 1445 (29.1) | 3476 (31.2) | |
II | 1383 (27.8) | 3821 (34.3) | |
III | 2140 (43.1) | 3857 (34.6) | |
RLNs, median (range) | 27 (1-95) | 16 (1-90) | |
Chemotherapy | < 0.001 | ||
No/unknown | 3769 (75.9) | 5191 (46.5) | |
Yes | 1199 (22.5) | 5963 (53.5) |
Table 2 Five-year overall survival by the number of retrieved lymph nodes in the training cohort
pT stage | No. of retrieved lymph nodes | P value | |||||||||||||
1-5 (No., %) | 6-15 (No., %) | 16-25 (No., %) | 26-35 (No., %) | 36-45 (No., %) | 46-55 (No., %) | 55 + (No., %) | |||||||||
pT1 | 20 | 90.0 | 223 | 89.1 | 403 | 92.5 | 303 | 94.4 | 110 | 91.0 | 31 | 100.0 | 16 | 100.0 | 0.210 |
pT2 | 3 | 66.7 | 86 | 82.1 | 280 | 84.3 | 223 | 86.4 | 98 | 91.3 | 39 | 87.1 | 11 | 100.0 | 0.371 |
pT3 | 4 | 50.0 | 148 | 70.0 | 486 | 64.8 | 531 | 61.7 | 267 | 60.3 | 98 | 62.4 | 42 | 48.5 | 0.172 |
pT4 | 3 | 33.3 | 124 | 45.9 | 439 | 51.0 | 460 | 58.3 | 296 | 55.2 | 135 | 67.4 | 77 | 56.1 | 0.005 |
Table 3 Chi-square analysis of the number of removed lymph nodes and patient characteristics in the pT1-pT4 subgroups in the Chinese training cohort
Characteristics | pT1 (1106), RLNs | P value | pT2 (745), RLNs | P value | pT3 (1583), RLNs | P value | pT4 (1534), RLNs | P value | ||||||||
≤ 12 | 13-25 | ≥ 26 | ≤ 17 | 18-30 | ≥ 31 | ≤ 19 | 20-38 | ≥ 39 | ≤ 16 | 17-44 | ≥ 45 | |||||
Sex | 0.114 | 0.803 | 0.006 | 0.132 | ||||||||||||
Male | 112 | 353 | 320 | 109 | 274 | 188 | 230 | 677 | 240 | 119 | 851 | 161 | ||||
Female | 31 | 150 | 140 | 32 | 80 | 62 | 73 | 295 | 68 | 43 | 286 | 74 | ||||
Age (yr) | < 0.001 | 0.699 | 0.002 | 0.273 | ||||||||||||
≤ 60 | 74 | 302 | 323 | 80 | 214 | 152 | 137 | 523 | 183 | 82 | 637 | 138 | ||||
> 60 | 69 | 201 | 137 | 61 | 140 | 98 | 166 | 449 | 125 | 80 | 500 | 97 | ||||
Tumor location | 0.003 | 0.216 | 0.036 | 0.025 | ||||||||||||
Upper third | 17 | 24 | 19 | 17 | 34 | 15 | 54 | 139 | 36 | 34 | 137 | 26 | ||||
Middle third | 14 | 59 | 68 | 17 | 40 | 37 | 63 | 164 | 68 | 25 | 211 | 45 | ||||
Lower third | 112 | 420 | 373 | 107 | 280 | 198 | 186 | 669 | 204 | 103 | 789 | 164 | ||||
Tumor size (mm) | 0.005 | 0.004 | < 0.001 | < 0.001 | ||||||||||||
≤ 50 | 139 | 477 | 417 | 129 | 287 | 196 | 202 | 514 | 147 | 87 | 549 | 81 | ||||
> 50 | 4 | 26 | 43 | 12 | 67 | 54 | 101 | 458 | 161 | 75 | 588 | 154 | ||||
Histological type | 0.008 | 0.689 | 0.878 | 0.145 | ||||||||||||
Well-moderately differentiated | 67 | 273 | 229 | 67 | 160 | 104 | 125 | 378 | 116 | 73 | 391 | 73 | ||||
Poorly-undifferentiated | 39 | 153 | 158 | 63 | 148 | 113 | 122 | 426 | 141 | 75 | 631 | 135 | ||||
Signet ring cell | 14 | 36 | 43 | 6 | 24 | 17 | 36 | 113 | 32 | 7 | 57 | 12 | ||||
Others | 23 | 41 | 30 | 5 | 22 | 16 | 20 | 55 | 19 | 7 | 58 | 15 | ||||
pN stage | < 0.001 | 0.128 | < 0.001 | < 0.001 | ||||||||||||
pN0 | 125 | 43 | 374 | 85 | 195 | 127 | 112 | 241 | 62 | 54 | 220 | 37 | ||||
pN1 | 15 | 49 | 45 | 32 | 80 | 57 | 86 | 206 | 54 | 41 | 240 | 22 | ||||
pN2 | 3 | 22 | 28 | 21 | 50 | 40 | 68 | 237 | 64 | 42 | 275 | 43 | ||||
pN3 | 0 | 2 | 13 | 3 | 29 | 26 | 37 | 288 | 128 | 25 | 402 | 133 | ||||
pTNM | 0.014 | 0.045 | < 0.001 | 0.003 | ||||||||||||
I | 140 | 479 | 419 | 85 | 195 | 127 | 0 | 0 | 0 | 0 | 0 | 0 | ||||
II | 3 | 24 | 40 | 53 | 130 | 97 | 198 | 447 | 116 | 43 | 201 | 31 | ||||
III | 0 | 0 | 1 | 3 | 29 | 26 | 105 | 525 | 192 | 119 | 936 | 204 |
Table 4 Chi-square analysis of the number of removed lymph nodes and patient characteristics in the pT1-pT4 subgroups in the Surveillance, Epidemiology, and End Results validation cohort
Characteristics | pT1 (2746), RLNs | P value | pT2 (1534), RLNs | P value | pT3 (4570), RLNs | P value | pT4 (2304), RLNs | P value | ||||||||
≤ 12 | 13-24 | ≥ 25 | ≤ 17 | 18-30 | ≥ 31 | ≤ 19 | 20-38 | ≥ 39 | ≤ 16 | 17-44 | ≥ 45 | |||||
Sex | 0.521 | 0.263 | 0.033 | 0.668 | ||||||||||||
Male | 727 | 678 | 288 | 584 | 305 | 121 | 1988 | 1012 | 223 | 576 | 630 | 82 | ||||
Female | 428 | 439 | 186 | 316 | 138 | 70 | 775 | 469 | 103 | 448 | 511 | 57 | ||||
Age (yr) | 0.018 | 0.049 | 0.006 | 0.054 | ||||||||||||
≤ 60 | 278 | 305 | 145 | 252 | 133 | 64 | 869 | 499 | 130 | 306 | 384 | 53 | ||||
> 60 | 877 | 810 | 329 | 648 | 410 | 127 | 1894 | 982 | 196 | 718 | 757 | 86 | ||||
Tumor location | 0.008 | 0.001 | < 0.001 | < 0.001 | ||||||||||||
Upper third | 354 | 382 | 140 | 348 | 168 | 54 | 1391 | 709 | 93 | 159 | 143 | 13 | ||||
Middle third | 134 | 139 | 81 | 93 | 59 | 39 | 188 | 146 | 54 | 109 | 172 | 34 | ||||
Lower third | 667 | 596 | 253 | 459 | 216 | 98 | 1184 | 626 | 179 | 756 | 826 | 92 | ||||
Tumor size (mm) | 0.575 | 0.009 | < 0.001 | 0.002 | ||||||||||||
≤ 50 | 966 | 934 | 387 | 695 | 314 | 132 | 1581 | 749 | 149 | 443 | 417 | 46 | ||||
> 50 | 189 | 183 | 87 | 205 | 129 | 59 | 1182 | 432 | 177 | 581 | 724 | 93 | ||||
Histological type | 0.648 | 0.945 | 0.951 | 0.193 | ||||||||||||
Well-moderately differentiated | 538 | 502 | 217 | 304 | 138 | 67 | 782 | 427 | 86 | 169 | 147 | 25 | ||||
Poorly-undifferentiated | 316 | 314 | 141 | 304 | 158 | 62 | 1212 | 628 | 144 | 397 | 469 | 52 | ||||
Signet ring cell | 187 | 193 | 64 | 123 | 58 | 26 | 406 | 228 | 51 | 238 | 288 | 37 | ||||
Others | 114 | 108 | 52 | 169 | 89 | 36 | 363 | 198 | 45 | 220 | 237 | 25 | ||||
pN stage | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||||||
pN0 | 1008 | 885 | 369 | 547 | 255 | 96 | 1196 | 526 | 94 | 253 | 166 | 16 | ||||
pN1 | 115 | 148 | 53 | 216 | 91 | 39 | 664 | 275 | 48 | 236 | 135 | 19 | ||||
pN2 | 28 | 63 | 30 | 106 | 52 | 31 | 561 | 311 | 55 | 298 | 212 | 21 | ||||
pN3 | 4 | 21 | 22 | 31 | 45 | 25 | 342 | 369 | 129 | 237 | 628 | 83 | ||||
pTNM | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||||||
I | 1123 | 1033 | 422 | 547 | 255 | 96 | 0 | 0 | 0 | 0 | 0 | 0 | ||||
II | 32 | 82 | 46 | 322 | 143 | 70 | 1860 | 801 | 142 | 180 | 130 | 13 | ||||
III | 0 | 2 | 6 | 31 | 45 | 25 | 903 | 680 | 184 | 844 | 1011 | 126 |
Table 5 Prognostic factors of patients with gastric cancer by univariate and multivariate analyses based on Cox regression analysis in the Chinese validation cohort
Characteristics | Multivariate analysis, pT1 | Multivariate analysis, pT2 | Multivariate analysis, pT3 | Multivariate analysis, pT4 | ||||
HR (95%CI) | P value | HR (95%CI) | P value | HR (95%CI) | P value | HR (95%CI) | P value | |
Sex | - | - | - | - | ||||
Male | ||||||||
Female | ||||||||
Age | 1.056 (1.030-1.082) | < 0.001 | 1.048 (1.024-1.072) | < 0.001 | 1.016 (1.007-1.025) | < 0.001 | 1.021 (1.013-1.029) | < 0.001 |
Tumor location | 0.034 | - | 0.122 | - | ||||
Upper third | 1 | 1 | ||||||
Middle third | 0.384 (0.151-0.972) | 0.043 | 0.828 (0.623-1.100) | 0.192 | ||||
Lower third | 0.413 (0.209-0.815) | 0.011 | 0.783 (0.619-0.989) | 0.040 | ||||
Tumor size (mm) | - | - | < 0.001 | < 0.001 | ||||
≤ 50 | 1 | 1 | ||||||
> 50 | 1.435 (1.201-1.715) | 1.422 (1.209-1.671) | ||||||
Histological type | - | - | 0.260 | - | ||||
Well-moderately differentiated | 1 | |||||||
Poorly-undifferentiated | 1.133 (0.934-1.374) | 0.204 | ||||||
Signet ring cell | 1.305 (0.993-1.374) | 0.056 | ||||||
Others | 1.037 (0.993-1.716) | 0.851 | ||||||
MLNs | 1.224 (1.133-1.322) | < 0.001 | 1.067 (1.049-1.086) | < 0.001 | 1.063 (1.052-1.073) | < 0.001 | 1.053 (1.044-1.063) | < 0.001 |
RLNs | 0.976 (0.954-0.999) | 0.044 | 0.979 (0.960-0.999) | 0.037 | 0.988 (0.979-0.996) | 0.003 | 0.974 (0.967-0.981) | < 0.001 |
Chemotherapy | - | - | - | - | ||||
Yes | ||||||||
No/unknown |
Table 6 Prognostic factors of patients with gastric cancer by univariate and multivariate analyses based on Cox regression analysis in the Surveillance, Epidemiology, and End Results validation cohort
Characteristics | Multivariate analysis, pT1 | Multivariate analysis, pT2 | Multivariate analysis, pT3 | Multivariate analysis, pT4 | ||||
HR (95%CI) | P value | HR (95%CI) | P value | HR (95%CI) | P value | HR (95%CI) | P value | |
Sex | 0.001 | - | - | - | ||||
Male | 1 | |||||||
Female | 0.712 (0.596-0.851) | |||||||
Age | 1.044 (1.035-1.052) | < 0.001 | 1.032 (1.024-1.040) | < 0.001 | 1.018 (1.014-1.022) | < 0.001 | 1.018 (1.014-1.022) | < 0.001 |
Tumor location | < 0.001 | < 0.001 | - | 0.007 | ||||
Upper third | 1 | 1 | 1 | |||||
Middle third | 0.491 (0.364-0.661) | < 0.001 | 0.671 (0.496-0.908) | 0.010 | 0.883 (0.718-1.085) | 0.235 | ||
Lower third | 0.636 (0.534-0.758) | < 0.001 | 0.603 (0.501-0.726) | < 0.001 | 1.122 (0.963-1.308) | 0.140 | ||
Tumor size (mm) | - | 0.004 | < 0.001 | < 0.001 | ||||
≤ 50 | 1 | 1 | 1 | |||||
> 50 | 1.323 (1.091-1.604) | 1.172 (1.079-1.274) | 1.285 (1.157-1.427) | |||||
Histological type | - | - | - | - | ||||
Well-moderately differentiated | ||||||||
Poorly-undifferentiated | ||||||||
Signet ring cell | ||||||||
Others | ||||||||
MLNs | 1.111 (1.088-1.135) | < 0.001 | 1.022 (1.013-1.030) | < 0.001 | 1.024 (1.021-1.027) | < 0.001 | 1.035 (1.030-1.039) | < 0.001 |
RLNs | 0.978 (0.969-0.986) | < 0.001 | 0.981 (0.973-0.990) | < 0.001 | 0.986 (0.983-0.990) | < 0.001 | 0.973 (0.969-0.978) | < 0.001 |
Chemotherapy | - | 0.002 | - | - | ||||
Yes | 1 | |||||||
No/unknown | 1.323 (1.110-1.577) |
- Citation: Wang H, Yin X, Lou SH, Fang TY, Han BL, Gao JL, Wang YF, Zhang DX, Wang XB, Lu ZF, Wu JP, Zhang JQ, Wang YM, Zhang Y, Xue YW. Metastatic lymph nodes and prognosis assessed by the number of retrieved lymph nodes in gastric cancer. World J Gastrointest Surg 2022; 14(11): 1230-1249
- URL: https://www.wjgnet.com/1948-9366/full/v14/i11/1230.htm
- DOI: https://dx.doi.org/10.4240/wjgs.v14.i11.1230