| Literature DB >> 35296023 |
Yunxiao Liu1, Hao Zhang1, Yuliuming Wang1, Chunlin Wang1, Huan Xiong1, Yang Wang1, Haoyu Jing1, Xia Jiang1, Hanqing Hu1, Qingchao Tang1, Guiyu Wang1.
Abstract
Background: The purpose of this study is to comprehensively evaluate the prognostic role of tumor deposits (TD) in stage III colon cancer.Entities:
Keywords: cancer-specific survival; colon cancer; pathological N stage; prognosis; tumor deposits
Year: 2022 PMID: 35296023 PMCID: PMC8918527 DOI: 10.3389/fonc.2022.860491
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Figure 1The patient inclusion process.
Characteristics of patients in the development and validation cohorts.
| Characteristics | Development cohort (n = 12,300) | Internal validation cohort (n = 12,300) | p value | External validation cohort (n = 618) |
|---|---|---|---|---|
|
| 0.670 | |||
| ≤60 | 4,332 (35.2) | 4,363 (35.5) | 225 (36.4) | |
| >60 | 7,968 (64.8) | 7,936 (64.5) | 393 (63.6) | |
|
| 0.738 | |||
| White | 9,329 (75.8) | 9,371 (76.2) | – | |
| Black | 1,601 (13.0) | 1,596 (13.0) | – | |
| Other | 1,370 (11.1) | 1,333 (10.8) | 618 (100.0) | |
|
| 0.320 | |||
| Male | 6,003 (48.8) | 6,081 (49.4) | 309 (50.0) | |
| Female | 6,297 (51.2) | 6,219 (50.6) | 309 (50.0) | |
|
| 0.158 | |||
| Right colon | 6,839 (55.6) | 6,949 (56.5) | 333 (53.8) | |
| Left colon | 5,461 (44.4) | 5,351 (43.5) | 285 (46.2) | |
|
| 0.091 | |||
| Well differentiated | 610 (5.0) | 590 (4.8) | 36 (5.8) | |
| Moderately differentiated | 8,467 (68.8) | 8,365 (68.0) | 439 (71.1) | |
| Poorly differentiated | 2,563 (20.8) | 2,624 (21.3) | 114 (18.5) | |
| Undifferentiated | 503 (4.1) | 580 (4.7) | 24 (3.8) | |
| Unknown | 157 (1.3) | 141 (1.1) | 5 (0.8) | |
|
| 0.616 | |||
| Adenocarcinoma | 10,890 (88.5) | 10,909 (88.7) | 543 (87.8) | |
| Mucinous | 1,299 (10.6) | 1,294 (10.5) | 73 (11.8) | |
| Other | 111 (0.9) | 97 (0.8) | 2 (0.4) | |
|
| 0.519 | |||
| No | 4,626 (37.6) | 4,580 (37.2) | 199 (32.2) | |
| Yes | 7,671 (62.4) | 7,720 (62.8) | 419 (67.8) | |
|
| 0.243 | |||
| Positive | 3,168 (25.8) | 3,208 (26.1) | 161 (26.1) | |
| Negative | 4,414 (35.9) | 4,501 (36.6) | 278 (45.0) | |
| Unknown | 4,718 (38.4) | 4,591 (37.3) | 179 (28.9) | |
|
| 0.072 | |||
| T1 | 503 (4.1) | 429 (3.5) | 24 (3.9) | |
| T2 | 1,180 (9.6) | 1,128 (9.2) | 67 (10.9) | |
| T3 | 8,092 (65.8) | 8,103 (65.9) | 416 (67.4) | |
| T4a | 1,744 (14.2) | 1,863 (15.1) | 79 (12.7) | |
| T4b | 781 (6.3) | 777 (6.3) | 32 (5.1) | |
|
| 0.266 | |||
| N1a | 4,020 (32.7) | 4,046 (32.9) | 216 (34.9) | |
| N1b | 3,973 (32.3) | 3,829 (31.1) | 179 (28.9) | |
| N1c | 448 (3.6) | 455 (3.7) | 22 (3.6) | |
| N2a | 2,252 (18.3) | 2,276 (18.5) | 113 (18.3) | |
| N2b | 1,607 (13.1) | 1694 (13.8) | 88 (14.3) | |
|
| 20.6 ± 10.3 | 20.5 ± 10.0 | 0.485 | 20.8 ± 10.3 |
|
| 3.4 ± 3.7 | 3.4 ± 3.8 | 0.494 | 3.5 ± 3.9 |
|
| 0.4 ± 1.7 | 0.4 ± 1.9 | 0.764 | 0.4 ± 1.3 |
|
| 0.416 | |||
| Positive | 1,864 (15.2) | 1,910 (15.5) | 508 (82.2) | |
| Negative | 10,436 (84.8) | 10,390 (84.5) | 110 (17.7) |
LNE*, lymph nodes examined; PLN*, positive lymph nodes; NTD*, the number of the tumor deposits.
Figure 2Kaplan–Meier survival curves for patients with and without TD among all patients and pN patients. (A) All patients in the development cohort; (B) pN1a substage in the development cohort; (C) pN1b substage in the development cohort; (D) pN2a substage in the development cohort; (E) pN2b substage in the development cohort; (F) all patients in the validation cohort; (G) pN1a substage in the validation cohort; (H) pN1b substage in the validation cohort; (I) pN2a substage in the validation cohort; (J) pN2b substage in the validation cohort.
Figure 3Kaplan–Meier survival analysis results showed the 5-year CSS trend among the 9 subgroups.
Survival analysis among different subgroups in the development and validation cohorts.
| Group | 5-year CSS rate (%) | HR | 95% CI | p |
|---|---|---|---|---|
|
| ||||
| pN1aTD- | 80.4 | 1 | ||
| pN1aTD+ | 57.4 | 2.189 | 1.740-2.755 | 0.000 |
| pN1bTD- | 74.7 | 1.271 | 1.134-1.425 | 0.000 |
| pN1bTD+ | 58.9 | 2.284 | 1.892-2.757 | 0.000 |
| pN1c | 73.1 | 1.287 | 1.011-1.639 | 0.041 |
| pN2aTD- | 64.7 | 1.827 | 1.616-2.064 | 0.000 |
| pN2aTD+ | 47.9 | 2.719 | 2.192-3.373 | 0.000 |
| pN2bTD- | 50.6 | 3.079 | 2.728-3.476 | 0.000 |
| pN2bTD+ | 37.7 | 4.004 | 3.292-4.868 | 0.000 |
|
| ||||
| pN1aTD- | 80.8 | 1 | ||
| pN1aTD+ | 66.1 | 1.663 | 1.292-2.141 | 0.000 |
| pN1bTD- | 74.3 | 1.339 | 1.194-1.501 | 0.000 |
| pN1bTD+ | 64.1 | 2.121 | 1.717-2.619 | 0.000 |
| pN1c | 73.6 | 1.366 | 1.076-1.735 | 0.010 |
| pN2aTD- | 67.6 | 1.761 | 1.555-1.994 | 0.000 |
| pN2aTD+ | 51.8 | 3.062 | 2.519-3.721 | 0.000 |
| pN2bTD- | 53.6 | 3.105 | 2.748-3.508 | 0.000 |
| pN2bTD+ | 41.4 | 4.000 | 3.321-4.818 | 0.000 |
Figure 4Modified pN stage (mpN).
Univariate Cox regression analyses of factors related to CSS in the development cohort.
| Characteristics | Univariate analysis | |
|---|---|---|
| HR [95% CI] | p-value | |
|
| ||
| ≤60 | 1 | |
| >60 | 2.026 [1.845–2.214] | 0.000 |
|
| ||
| White | 1 | |
| Black | 1.049 [0.939–1.172] | 0.398 |
| Other | 0.821 [0.721–0.936] | 0.003 |
|
| ||
| Male | 1 | |
| Female | 1.065 [0.988–1149] | 0.101 |
|
| ||
| Right colon | 1 | |
| Left colon | 0.645 [0.596–0.698] | 0.000 |
|
| ||
| Well differentiated | 1 | |
| Moderately differentiated | 0.976 [0.808–1.178] | 0.800 |
| Poorly differentiated | 1.729 [1.422–2.102] | 0.000 |
| Undifferentiated | 2.354 [1.867–2.967] | 0.000 |
| Unknown | 1.461 [1.036–2.036] | 0.031 |
|
| ||
| Adenocarcinoma | 1 | |
| Mucinous | 1.388 [1.241–1.552] | 0.000 |
| Other | 2.008 [1.457–2.766] | 0.000 |
|
| ||
| Positive | 1 | |
| Negative | 1.877 [1.701–2.071] | 0.000 |
| Unknown | 1.525 [1.389–1.675] | 0.000 |
|
| ||
| No | 1 | |
| Yes | 0.376 [0.357–0.397] | 0.000 |
|
| ||
| T1 | 1 | |
| T2 | 1.440 [0.963–2.155] | 0.076 |
| T3 | 3.673 [2.574–5.240] | 0.000 |
| T4a | 7.551 [5.264–10.833] | 0.000 |
| T4b | 9.331 [6.455–13.487] | 0.000 |
|
| ||
| A | 1 | |
| B | 1.273 [1.139–1.423] | 0.000 |
| C | 1.939 [1.734–2.169] | 0.000 |
| D | 3.014 [2.684–3.385] | 0.000 |
| E | 4.002 [3.292–4.867] | 0.000 |
|
| ||
| 1a | 1 | |
| 1b | 1.329 [1.194–1.481] | 0.000 |
| 2a | 1.884 [1.682–2.111] | 0.000 |
| 2b | 3.269 [2.932–3.645] | 0.000 |
Multivariate Cox regression analyses of factors related to CSS in the development cohort.
| Characteristics | Multivariate analysis (mpN) | Multivariate analysis (npN) | ||
|---|---|---|---|---|
| HR [95% CI] | p-value | HR [95% CI] | p-value | |
|
| ||||
| ≤60 | 1 | 1 | ||
| >60 | 1.604 [1.461–1.761] | 0.000 | 1.617 [1.472–1.775] | 0.000 |
|
| ||||
| White | 1 | 1 | ||
| Black | 1.189 [1.062–1.330] | 0.003 | 1.204 [1.076–1.347] | 0.001 |
| Other | 0.837 [0.735–0.955] | 0.008 | 0.840 [0.737–0.958] | 0.009 |
|
| ||||
| Right colon | 1 | 1 | ||
| Left colon | 0.827 [0.762–0.897] | 0.000 | 0.830 [0.765–0.901] | 0.000 |
|
| ||||
| Well differentiated | 1 | 1 | ||
| Moderately differentiated | 0.949 [0.785–1.146] | 0.584 | 0.950 [0.786–1.147] | 0.594 |
| Poorly differentiated | 1.260 [1.035–1.534] | 0.021 | 1.257 [1.033–1.531] | 0.022 |
| Undifferentiated | 1.614 [1.276–2.042] | 0.000 | 1.603 [1.267–2.208] | 0.001 |
| Unknown | 1.159 [0.820–1.637] | 0.460 | 1.139 [0.806–1.609] | 0.460 |
|
| ||||
| Adenocarcinoma | 1 | 1 | ||
| Mucinous | 1.074 [0.959–1.204] | 0.216 | 1.058 [0.944–1.186] | 0.331 |
| Other | 1.192 [0.859–1.654] | 0.294 | 1.188 [0.856–1.649] | 0.302 |
|
| ||||
| Positive | 1 | |||
| Negative | 1.462 [1.323–1.615] | 0.000 | 1.456 [1.318–1.608] | 0.000 |
| Unknown | 1.255 [1.142–1.380] | 0.000 | 1.253 [1.140–1.377] | 0.000 |
|
| ||||
| No | 1 | 1 | ||
| Yes | 0.400 [0.369–0.432] | 0.000 | 0.401 [0.370–0.434] | 0.000 |
|
| ||||
| T1 | 1 | 1 | ||
| T2 | 1.253 [0.837–1.875] | 0.274 | 1.265 [0.845–1.893] | 0.254 |
| T3 | 2.596 [1.816–3.710] | 0.000 | 2.630 [1.841–3.758] | 0.000 |
| T4a | 4.819 [3.350–6.931] | 0.000 | 4.873 [3.388–7.008] | 0.000 |
| T4b | 5.624 [3.879–8.154] | 0.000 | 5.670 [3.911–8.220] | 0.000 |
|
| ||||
| A | 1 | – | – | |
| B | 1.228 [1.098–1.373] | 0.000 | – | – |
| C | 1.856 [1.657–2.077] | 0.000 | – | – |
| D | 2.620 [2.326–2.952] | 0.000 | – | – |
| E | 3.484 [2.857–4.249] | 0.000 | – | – |
|
| ||||
| 1a | – | – | 1 | |
| 1b | – | – | 1.310 [1.176–1.459] | 0.000 |
| 2a | – | – | 1.841 [1.642–2.065] | 0.000 |
| 2b | – | – | 2.867 [2.563–3.208] | 0.000 |
Figure 5Kaplan–Meier survival curves for 5-year CSS based on the pN, mpN, and npN stages. Kaplan–Meier survival curves based on (A) pN stage in the development cohort; (B) mpN stage in the development cohort; (C) npN stage in the development cohort; (D) pN stage in the internal validation cohort; (E) mpN stage in the internal validation cohort; and (F) npN stage in the internal validation cohort.
Figure 6CSS according to the number of TD and by npN stage after adding TD to the number of PLN in the development (A) and internal validation cohort (B).
Figure 7The AUCs of the pN, mpN, and npN stage in the development (A–C) and internal validation cohorts (D–F).
Figure 8The AUCs of the pN and mpN stage in the external validation cohort.