Introduction
Materials and methods
Ethics
Study population
Histology
Myeloperoxidase immunohistochemistry
Image analysis and virtual microscopy
Marking compartments
Assessment of phenotypic and genotypic characteristics of the study cohort
Study design
Statistical analysis
Results
TAN density as a function of the tissue compartment
TAN-Density [n/mm2] | Mucosa | Tumor surface | Tumor center | Invasion front | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n | 25%-P. | Median | 75%-P. | Range | n | 25%-P. | Median | 75%-P. | Range | n | 25%-P. | Median | 75%-P. | Range | n | 25%-P. | Median | 75%-P. | Range | |
Total | 257 | 24.9 | 57.9 | 121.1 | 2.0 – 2022.4 | 358 | 483.5 | 870.2 | 1430.6 | 5.8 – 4127.0 | 449 | 50.1 | 130.0 | 405.6 | 3.0 – 3797.7 | 386 | 74.2 | 226.8 | 723.6 | 0 – 6711.0 |
Intestinal | 125 | 28.3 | 58.4 | 118.3 | 2.0 – 835.1 | 196 | 483.0 | 838.5 | 1341.3 | 65.0 – 3680.1 | 234 | 63.6 | 149.4 | 461.8 | 3.3 – 3797.7 | 217 | 111.8 | 275.2 | 788.5 | 0 – 6711.0 |
Diffuse | 85 | 22.5 | 48.9 | 113.3 | 2.1 – 2022.4 | 99 | 391.1 | 988.9 | 1504.3 | 5.8 – 3137.9 | 134 | 31.0 | 79.2 | 279.6 | 3.0 – 2510.6 | 93 | 21.5 | 61.9 | 354.0 | 0 – 4599.0 |
Mixed | 17 | 15.9 | 58.5 | 133.1 | 7.3 – 209.7 | 24 | 549.2 | 1062.4 | 2127.6 | 180.4 – 2434.4 | 29 | 50.2 | 130.0 | 354.3 | 12.9 – 1150.3 | 26 | 59.4 | 225.6 | 620.2 | 15.1 – 2817.3 |
Unclassified | 26 | 40.4 | 77.0 | 151.0 | 7.1 – 326.4 | 34 | 562.0 | 815.2 | 1211.0 | 65.1 – 4127.0 | 45 | 65.7 | 178.4 | 525.8 | 6.3 – 3746.8 | 44 | 165.7 | 337.4 | 1491.8 | 23.8 – 5089.8 |
Total Women | 103 | 22.4 | 55.1 | 101.0 | 2.0 – 2022.4 | 127 | 530.5 | 1045.7 | 1498.4 | 9.7 – 3137.9 | 162 | 43.2 | 129.5 | 421.1 | 4.3 –3797.7 | 130 | 52.0 | 161.5 | 706.5 | 0 – 6711.0 |
Total Men | 150 | 27.7 | 58.2 | 125.3 | 3.2 – 835.1 | 226 | 478.0 | 821.2 | 1338.4 | 5.8 – 4127.0 | 280 | 55.6 | 128.2 | 377.7 | 3.0 – 3071.1 | 250 | 90.4 | 238.9 | 736.3 | 0 – 5089.8 |
TAN density as a function of tumor type
TAN density as a function of sex
Exploration of the tumor biological effect of TANs as a function of TAN density
Total | Mucosa | Tumor surface | Tumor center | Invasion front | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Q1 | Q234 | Q1 | Q234 | Q1 | Q234 | Q1 | Q234 | |||||||||||||
Valid/missing value | Valid | Valid | Valid | Valid | ||||||||||||||||
n/n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n n | (%) | n n | (%) | n | (%) | |||
Gender | n | p value(1) | 449/0 | 257 | 0.242 | 358 | 0.899 | 449 | 0.071 | 386 | 0.013 | |||||||||
Female | 164 | (36.5) | 30 | (28.8) | 74 | (71.2) | 31 | (24.2) | 97 | (75.8) | 49 | (29.9) | 115 | (70.1) | 43 | (32.8) | 88 | (67.2) | ||
Male | 285 | (63.5) | 34 | (22.2) | 119 | (77.8) | 58 | (25.2) | 172 | (74.8) | 63 | (22.1) | 222 | (77.9) | 53 | (20.8) | 202 | (79.2) | ||
Age group | n | p value(1) | 449/0 | 257 | 0.774 | 358 | 0.142 | 449 | 0.744 | 386 | 0.906 | |||||||||
< 68 years | 221 | (49.2) | 32 | (24.1) | 101 | (75.9) | 49 | (28.7) | 122 | (71.3) | 57 | (25.8) | 164 | (74.2) | 46 | (24.5) | 142 | (75.5) | ||
≥ 68 years | 228 | (50.8) | 32 | (25.8) | 92 | (74.2) | 40 | (21.4) | 147 | (78.6) | 55 | (24.1) | 173 | (75.9) | 50 | (25.3) | 148 | (74.7) | ||
Localisation | n | p value(1) | 440/9 | 250 | 1.0 | 350 | 0.794 | 440 | 0.639 | 378 | 0.063 | |||||||||
Proximal stomach | 143 | (31.8) | 20 | (26.0) | 57 | (74.0) | 30 | (26.1) | 85 | (73.9) | 38 | (26.6) | 105 | (73.4) | 25 | (19.5) | 103 | (80.5) | ||
Distal stomach | 297 | (66.1) | 44 | (25.4) | 129 | (74.6) | 58 | (24.7) | 177 | (75.3) | 72 | (24.2) | 225 | (75.8) | 71 | (28.4) | 179 | (71.6) | ||
Laurén type | n | p value(1) | 449/0 | 257 | 0.516 | 358 | 0.493 | 449 | <0.001* | 386 | <0.001* | |||||||||
Intestinal | 239 | (53.2) | 29 | (22.7) | 99 | (77.3) | 50 | (25.0) | 150 | (75.0) | 42 | (17.6) | 197 | (82.4) | 34 | (15.3) | 188 | (84.7) | ||
Diffuse | 136 | (30.3) | 24 | (27.9) | 62 | (72.1) | 28 | (28.0) | 72 | (72.0) | 54 | (39.7) | 82 | (60.3) | 51 | (54.3) | 43 | (45.7) | ||
Mixed | 29 | (6.5) | 6 | (35.3) | 11 | (64.7) | 3 | (12.5) | 21 | (87.5) | 7 | (24.1) | 22 | (75.9) | 7 | (26.9) | 19 | (73.1) | ||
Unclassified | 45 | (10.0) | 5 | (19.2) | 21 | (80.8) | 8 | (23.5) | 26 | (76.5) | 9 | (20.0) | 36 | (80.0) | 4 | (9.1) | 40 | (90.9) | ||
T-category | n | p value(2) | 449/0 | 257 | 0.127 | 358 | 0.082 | 449 | 0.063 | 386 | 0.017 | |||||||||
T1a/b | 52 | (11.6) | 7 | (17.9) | 32 | (82.1) | 9 | (20.5) | 35 | (79.5) | 7 | (13.5) | 45 | (86.5) | 8 | (15.7) | 43 | (84.3) | ||
T2 | 53 | (11.8) | 10 | (27.8) | 26 | (72.2) | 10 | (20.8) | 38 | (79.2) | 12 | (22.6) | 41 | (77.4) | 8 | (15.7) | 43 | (84.3) | ||
T3 | 185 | (41.2) | 21 | (20.8) | 80 | (79.2) | 34 | (22.8) | 115 | (77.2) | 48 | (25.9) | 137 | (74.1) | 43 | (26.7) | 118 | (73.3) | ||
T4a/b | 159 | (35.4) | 26 | (32.1) | 55 | (67.9) | 36 | (30.8) | 81 | (69.2) | 45 | (28.3) | 114 | (71.7) | 37 | (30.1) | 86 | (69.9) | ||
N-category | n | p value(2) | 449/0 | 257 | 0.011 | 358 | 0.468 | 449 | 0.174 | 386 | 0.751 | |||||||||
N0 | 126 | (28.1) | 16 | (19.5) | 66 | (80.5) | 23 | (22.1) | 81 | (77.9) | 26 | (20.6) | 100 | (79.4) | 25 | (21.2) | 93 | (78.8) | ||
N1 | 67 | (14.9) | 9 | (20.0) | 36 | (80.0) | 16 | (29.6) | 38 | (70.4) | 18 | (26.9) | 49 | (73.1) | 16 | (29.6) | 38 | (70.4) | ||
N2 | 78 | (17.4) | 7 | (16.3) | 36 | (83.7) | 11 | (19.3) | 46 | (80.7) | 18 | (23.1) | 60 | (76.9) | 20 | (30.3) | 46 | (69.7) | ||
N3a/b | 178 | (39.6) | 32 | (36.8) | 55 | (63.2) | 39 | (27.3) | 104 | (72.7) | 50 | (28.1) | 128 | (71.9) | 35 | (23.6) | 113 | (76.4) | ||
M-category | n | p value(1) | 449/0 | 257 | 0.575 | 358 | 0.871 | 449 | 0.486 | 386 | 0.202 | |||||||||
M0 | 364 | (81.1) | 51 | (24.2) | 160 | (75.8) | 73 | (24.6) | 224 | (75.4) | 88 | (24.2) | 276 | (75.8) | 76 | (23.5) | 247 | (76.5) | ||
M1 | 85 | (18.9) | 13 | (28.3) | 33 | (71.7) | 16 | (26.2) | 45 | (73.8) | 24 | (28.2) | 61 | (71.8) | 20 | (31.7) | 43 | (68.3) | ||
UICC stage 8th eds. | n | p value(2) | 449/0 | 257 | 0.195 | 358 | 0.482 | 449 | 0.118 | 386 | 0.115 | |||||||||
IA/B | 74 | (16.5) | 11 | (20.8) | 42 | (79.2) | 13 | (20.3) | 51 | (79.7) | 12 | (16.2) | 62 | (83.8) | 13 | (18.1) | 59 | (81.9) | ||
IIA/B | 101 | (22.5) | 13 | (20.3) | 51 | (79.7) | 21 | (25.6) | 61 | (74.4) | 26 | (25.7) | 75 | (74.3) | 23 | (25.6) | 67 | (74.4) | ||
IIIA/B/C | 189 | (42.1) | 27 | (28.7) | 67 | (71.3) | 39 | (25.8) | 112 | (74.2) | 50 | (26.5) | 139 | (73.5) | 40 | (24.8) | 121 | (75.2) | ||
IV | 85 | (18.9) | 13 | (28.3) | 33 | (71.7) | 16 | (26.2) | 45 | (73.8) | 24 | (28.2) | 61 | (71.8) | 20 | (31.7) | 43 | (68.3) |
Total | Mucosa | Tumor surface | Tumor center | Invasion front | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Q1 | Q234 | Q1 | Q234 | Q1 | Q234 | Q1 | Q234 | |||||||||||||
Valid/missing value | Valid | Valid | Valid | Valid | ||||||||||||||||
n/n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | n | (%) | |||
Lymph node ratio | n | p value(1) | 449/0 | 257 | 0.006 | 358 | 0.328 | 449 | 0.326 | 386 | 0.906 | |||||||||
< 0.189 | 220 | (49.0) | 26 | (18.2) | 117 | (81.8) | 40 | (22.3) | 139 | (77.7) | 50 | (22.7) | 170 | (77.3) | 49 | (25.3) | 145 | (74.7) | ||
≥ 0.189 | 229 | (51.0) | 38 | (33.3) | 76 | (66.7) | 49 | (27.4) | 130 | (72.6) | 62 | (27.1) | 167 | (72.9) | 47 | (24.5) | 145 | (75.5) | ||
L-category | n | p value(1) | 423/26 | 242 | 0.106 | 338 | 0.528 | 423 | 0.824 | 365 | 0.904 | |||||||||
L0 | 202 | (45.0) | 26 | (20.8) | 99 | (79.2) | 37 | (22.8) | 125 | (77.2) | 50 | (24.8) | 152 | (75.2) | 44 | (24.9) | 133 | (75.1) | ||
L1 | 221 | (49.2) | 35 | (29.9) | 82 | (70.1) | 46 | (26.1) | 130 | (73.9) | 57 | (25.8) | 164 | (74.2) | 48 | (25.5) | 140 | (74.5) | ||
V-category | n | p value(1) | 422/27 | 241 | 0.146 | 336 | 0.409 | 422 | 0.860 | 365 | 1.0 | |||||||||
V0 | 374 | (83.3) | 58 | (26.7) | 159 | (73.3) | 70 | (23.3) | 230 | (76.7) | 95 | (25.4) | 279 | (74.6) | 82 | (25.4) | 241 | (74.6) | ||
V1 | 48 | (10.7) | 3 | (12.5) | 21 | (87.5) | 11 | (30.6) | 25 | (69.4) | 11 | (22.9) | 37 | (77.1) | 11 | (26.2) | 31 | (73.8) | ||
Tumor grade | n | p value(1) | 447/2 | 256 | 0.395 | 358 | 0.577 | 447 | 0.001* | 384 | 0.008 | |||||||||
G1/2 | 108 | (24.1) | 12 | (19.7) | 49 | (80.3) | 25 | (27.2) | 67 | (72.8) | 14 | (13.0) | 94 | (87.0) | 16 | (15.2) | 89 | (84.8) | ||
G3/G4 | 339 | (75.5) | 51 | (26.2) | 144 | (73.8) | 64 | (24.1) | 202 | (75.9) | 96 | (28.3) | 243 | (71.7) | 79 | (28.3) | 200 | (71.7) | ||
Resection status | n | p value(1) | 436/13 | 248 | 0.109 | 348 | 0.694 | 436 | 0.503 | 374 | 0.717 | |||||||||
R0 | 382 | (85.1) | 51 | (23.3) | 168 | (76.7) | 78 | (25.2) | 231 | (74.8) | 96 | (25.1) | 286 | (74.9) | 83 | (25.2) | 247 | (74.8) | ||
R1/R2 | 54 | (12.0) | 11 | (37.9) | 18 | (62.1) | 8 | (20.5) | 31 | (79.5) | 11 | (20.4) | 43 | (79.6) | 12 | (27.3) | 32 | (72.7) | ||
H. pylori status | n | p value(1) | 379/70 | 231 | 0.548 | 302 | 0.723 | 379 | 0.106 | 332 | 0.612 | |||||||||
Negative | 320 | (71.3) | 50 | (26.2) | 141 | (73.8) | 57 | (23.0) | 191 | (77.0) | 88 | (27.5) | 232 | (72.5) | 71 | (25.6) | 206 | (74.4) | ||
Positive | 59 | (13.1) | 8 | (20.0) | 32 | (80.0) | 14 | (25.9) | 40 | (74.1) | 10 | (16.9) | 49 | (83.1) | 12 | (21.8) | 43 | (78.2) | ||
EBV status | n | p value(1) | 438/11 | 250 | 0.368 | 351 | 0.397 | 438 | 0.022 | 375 | 0.009 | |||||||||
Negative | 416 | (92.7) | 61 | (26.0) | 174 | (74.0) | 79 | (23.7) | 254 | (76.3) | 108 | (26.0) | 308 | (74.0) | 93 | (26.1) | 264 | (73.9) | ||
Positive | 22 | (4.9) | 2 | (13.3) | 13 | (86.7) | 6 | (33.3) | 12 | (66.7) | 1 | (4.5) | 21 | (95.5) | 0 | (0.0) | 18 | (100.0) | ||
MSI status | n | p-value(1) | 437/12 | 249 | 0.009 | 352 | 0.813 | 437 | 0.035 | 375 | 0.002* | |||||||||
MSS | 405 | (90.2) | 63 | (27.3) | 168 | (72.7) | 79 | (24.2) | 247 | (75.8) | 105 | (25.9) | 300 | (74.1) | 92 | (26.7) | 252 | (73.3) | ||
MSI | 32 | (7.1) | 0 | (0.0) | 18 | (100.0) | 7 | (26.9) | 19 | (73.1) | 3 | (9.4) | 29 | (90.6) | 1 | (3.2) | 30 | (96.8) | ||
HER2 status | n | p value(1) | 412/37 | 232 | 0.788 | 329 | 0.082 | 412 | 0.066 | 352 | 0.006 | |||||||||
Negative | 376 | (83.7) | 53 | (25.0) | 159 | (75.0) | 68 | (22.9) | 229 | (77.1) | 98 | (26.1) | 278 | (73.9) | 87 | (27.4) | 231 | (72.6) | ||
Positive | 36 | (8.0) | 4 | (20.0) | 16 | (80.0) | 12 | (37.5) | 20 | (62.5) | 4 | (11.1) | 32 | (88.9) | 2 | (5.9) | 32 | (94.1) | ||
MET status | n | p value(1) | 440/9 | 253 | 0.408 | 351 | 0.808 | 440 | 0.665 | 378 | 1.0 | |||||||||
Negative | 409 | (91.1) | 58 | (24.7) | 177 | (75.3) | 82 | (25.1) | 245 | (74.9) | 102 | (24.9) | 307 | (75.1) | 86 | (24.3) | 268 | (75.7) | ||
Positive | 31 | (6.9) | 6 | (33.3) | 12 | (66.7) | 5 | (20.8) | 19 | (79.2) | 6 | (19.4) | 25 | (80.6) | 6 | (25.0) | 18 | (75.0) | ||
OSS [months] | p value(3) | 0.052 | 0.134 | 0.142 | 0.017 | |||||||||||||||
Total/Events/Censored | 433/341/92 | 60/50/10 | 186/139/47 | 88/70/18 | 258/204/54 | 109/88/21 | 324/253/71 | 92/75/17 | 278/207/71 | |||||||||||
Median Survival | 15.0 ± 1.2 | 14.0 ± 2.6 | 18.8 ± 2.3 | 13.2 ± 2.1 | 16.7 ± 1.4 | 12.9 ± 1.6 | 16.0 ± 1.4 | 13.6 ± 2.2 | 16.7 ± 1.9 | |||||||||||
95% C.I. | 12.7–17.3 | 8.9–19.1 | 14.2–23.3 | 9.1–17.4 | 13.9–19.5 | 9.7–16.2 | 13.2–18.8 | 9.3–17.9 | 13.0–20.4 | |||||||||||
TSS [months] | p value(3) | 0.073 | 0.156 | 0.137 | 0.013 | |||||||||||||||
Total/Events/Censored | 405/280/125 | 49/35/14 | 179/111/68 | 84/60/24 | 238/161/77 | 103/75/28 | 302/205/97 | 87/65/22 | 260/164/96 | |||||||||||
Median Survival | 16.7 ± 1.5 | 13.2 ± 3.8 | 22.6 ± 2.5 | 14.6 ± 3.5 | 18.0 ± 2.2 | 14.2 ± 2.0 | 17.9 ± 2.6 | 14.7 ± 2.9 | 19.6 ± 3.8 | |||||||||||
95% C.I. | 13.7–19.7 | 5.7–20.7 | 17.6–27.6 | 7.8–21.4 | 13.6–22.3 | 10.2–18.1 | 12.8–23.1 | 9.0–20.4 | 12.2–27.0 |
Prognostic significance of TAN densities
Univariate and multivariate survival analysis
Tumor specific univariate analysis | Multivariate analysis | ||||||||
---|---|---|---|---|---|---|---|---|---|
Total/events/censored | Median survival | 95% CI | p (log-rank test) | HR | 95% CI | p value | |||
T-category | T1a/b | 19/3/16 | n.c. | n.c. | <0.001 | ||||
T2 | 15/7/8 | 51.7 ± 23.9 | 4.9–98.6 | ||||||
T3 | 55/38/17 | 20.3 ± 8.3 | 4.1–36.5 | ||||||
T4a/b | 58/50/8 | 8.9 ± 2.1 | 4.8–13.0 | ||||||
M-category | M0 | 110/65/45 | 26.1 ± 6.3 | 13.7–38.5 | <0.001 | ||||
M1 | 37/33/4 | 7.3 ± 2.4 | 2.6–12.0 | ||||||
N-category | N0 | 46/17/29 | 88.5 ± 22.9 | 43.7–133.4 | <0.001 | 0.003 | |||
N1 | 25/16/9 | 17.1 ± 3.3 | 10.5–23.6 | N1 vs. N0 | 2.12 | 0.88–5.09 | 0.094 | ||
N2 | 20/15/5 | 18.2 ± 4.5 | 9.4–27.0 | N2 vs. N0 | 2.35 | 0.97–5.68 | 0.058 | ||
N3a/b | 56/50/6 | 9.3 ± 1.5 | 6.3–12.3 | N3a/b vs. N0 | 4.07 | 1.95–8.48 | <0.001 | ||
L-category | L0 | 69/31/38 | 44.6 ± 16.1 | 13.1–76.2 | <0.001 | L1 vs. L0 | 2.10 | 1.14–3.85 | 0.017 |
L1 | 73/63/10 | 10.6 ± 2.7 | 5.3–16.0 | ||||||
V-category | V0 | 127/82/45 | 17.5 ± 2.2 | 13.1–21.9 | 0.030 | ||||
V1 | 16/13/3 | 11.9 ± 5.8 | 0.5–23.3 | ||||||
Resection status | R0 | 130/81/49 | 18.2 ± 3.4 | 11.6–24.8 | <0.001 | R1 vs. R0 | 6.73 | 3.14–14.40 | <0.001 |
R1 | 17/17/0 | 5.1 ± 2.3 | 0.5–9.7 | ||||||
Tumor grade | G1/2 | 26/10/16 | 88.5 ± 21.5 | 46.4–130.6 | <0.001 | ||||
G3/4 | 121/88/33 | 14.2 ± 1.9 | 10.4–17.9 | ||||||
LN-Ratio | <0.189 | 79/38/41 | 40.6 ± 13.9 | 13.2–67.9 | <0.001 | ||||
≥0.189 | 68/60/8 | 9.7 ± 0.8 | 8.1–11.3 | ||||||
Laurén type | Intestinal | 56/31/25 | 29.8 ± 13.0 | 4.3–55.3 | 0.004 | ||||
Diffuse | 72/55/17 | 14.2 ± 1.6 | 11.0–17.4 | ||||||
Mixed | 6/5/1 | 4.5 ± 0.9 | 2.6–6.4 | ||||||
Unclassified | 13/7/6 | 24.4 ± 13.2 | 0–50.2 | ||||||
MSI status | MSS | 134/93/41 | 15.5 ± 1.7 | 12.1–18.9 | 0.060 | ||||
MSI | 12/5/7 | 51.7 ± n.c. | n.c. | ||||||
MET status | Negative | 139/92/47 | 17.5 ± 2.2 | 13.3–21.7 | 0.005 | ||||
Positive | 5/5/0 | 3.6 ± 1.3 | 1.1–6.2 | ||||||
TAN density in tumor | Q1 | 46/36/10 | 12.8 ± 1.5 | 9.9–15.8 | 0.026 | ||||
center | Q2–Q4 | 101/62/39 | 18.8 ± 3.7 | 11.5–26.0 | |||||
TAN density at invasion front | Q1 | 41/32/9 | 12.1 ± 1.7 | 8.9–15.4 | <0.001 | Q1 vs. Q2-Q4 | 2.77 | 1.64–4.77 | <0.001 |
Q2–Q4 | 75/39/36 | 36.1 ± 14.0 | 8.6–63.5 |