| Literature DB >> 34925507 |
Xiaoyuan Chen1,2,3,4, Yiwei Lu2,3,4, Xiaoli Shi1,2,3,4, Xuejiao Chen2,3,4, Dawei Rong1,2,3,4, Guoyong Han2,3,4, Long Zhang2,3,4, Chuangye Ni2,3,4, Jie Zhao2,3,4,5, Yun Gao2,3,4, Xuehao Wang1,2,3,4.
Abstract
BACKGROUND: Combined hepatocellular-cholangiocarcinoma (CHC) is a rare and heterogeneous histological subtype of primary liver cancer, which is still poorly understood. This study aimed to describe the epidemiological and clinical features, investigate the prognostic indicators, and develop a competing risk nomogram for CHC.Entities:
Year: 2021 PMID: 34925507 PMCID: PMC8683178 DOI: 10.1155/2021/3002480
Source DB: PubMed Journal: J Oncol ISSN: 1687-8450 Impact factor: 4.375
Figure 1The morbidity trends of CHC by (a) overview, (b) male, (c) female, (d) White race, (e) Black race, and (f) Asian-Pacific race. CHC combined hepatocellular-cholangiocarcinoma; APC annual percentage change.
Baseline characteristics data of CHC patients.
| Factors | No. of patients ( |
|---|---|
| Year of diagnosis | |
| 2004–2011 | 333 (45.2) |
| 2012–2018 | 403 (54.8) |
| Age | |
| ≤60 | 297 (40.4) |
| >60 | 439 (59.6) |
| Sex | |
| Female | 241 (32.7) |
| Male | 495 (67.3) |
| Race | |
| White | 558 (75.8) |
| Asia-Pacific | 100 (13.6) |
| Black | 68 (9.2) |
| Other | 10 (1.4) |
| Residence | |
| Urban | 659 (89.5) |
| Rural | 77 (10.5) |
| Income† | |
| Below the median | 415 (56.4) |
| Above the median | 321 (43.6) |
| AFP | |
| Negative | 151 (20.5) |
| Positive | 324 (44.0) |
| Borderline/unknown | 261 (35.5) |
| First malignant | |
| Yes | 621 (84.4) |
| No | 115 (15.6) |
| Primary tumor | |
| Yes | 717 (97.4) |
| No | 19 (2.6) |
| Neoadjuvant therapy | |
| Yes | 18 (2.4) |
| No | 718 (97.6) |
| Tumor number | |
| Single | 693 (94.2) |
| Multiple | 43 (5.8) |
| Tumor size | |
| ≤5 cm | 297 (40.4) |
| >5 cm | 281 (38.2) |
| Unknown | 158 (21.4) |
| Surgery | |
| None | 438 (59.5) |
| LD | 34 (4.6) |
| Hx | 183 (24.9) |
| LT | 79 (10.7) |
| Unknown | 2 (0.3) |
| T stage | |
| T1a | 103 (14.0) |
| T1b | 74 (10.1) |
| T1NOS | 19 (2.6) |
| T2 | 277 (37.6) |
| T3 | 26 (3.5) |
| T4 | 27 (3.7) |
| TX | 210 (28.5) |
| N Stage | |
| N0 | 442 (60.1) |
| N1 | 85 (11.5) |
| NX | 209 (28.4) |
| M stage | |
| M0 | 518 (70.4) |
| M1 | 188 (25.5) |
| MX | 30 (4.1) |
| Grade‡ | |
| G1-G2 | 159 (21.6) |
| G3-G4 | 273 (37.1) |
| Unknown | 304 (41.3) |
| Metavir stage | |
| F0–F3 | 45 (6.1) |
| F4 | 75 (10.2) |
| Unknown | 616 (83.7) |
CHC combined hepatocellular-cholangiocarcinoma; AFP alpha-fetoprotein; LD local destruction; Hx hepatectomy; LT liver transplantation; NOS not otherwise specified. †US Census Bureau, Real Median Household Income in the United States [MEHOINUSA672N], retrieved from FRED, Federal Reserve Bank of St. Louis, https://fred.stlouisfed.org/series/MEHOINUSA672N, June 26, 2021; ‡G1 well differentiated; G2 moderately differentiated; G3-4 poorly differentiated/undifferentiated.
Competing risk survival analyses of CHC patients in the training set.
| Factors | No. of patients ( | Univariable | Multivariate | ||
|---|---|---|---|---|---|
| P-CSD | P-OCSD | SHR (95%CI) |
| ||
| Year of diagnosis | 0.171 | 0.778 | |||
| 2004–2011 | 203 (55.3) | Reference | |||
| 2012–2018 | 164 (44.7) | 0.789 (0.593–1.050) | 0.100 | ||
| Age | 0.138 | 0.199 | |||
| ≤60 | 164 (44.7) | Reference | |||
| >60 | 203 (55.3) | 1.043 (0.806–1.349) | 0.750 | ||
| Sex | 0.567 | 0.838 | |||
| Female | 112 (30.5) | Reference | |||
| Male | 255 (69.5) | 0.994 (0.729–1.357) | 0.970 | ||
| Race | 0.843 | 0.644 | |||
| White | 277 (75.5) | Reference | |||
| Asia-Pacific | 55 (15.0) | 1.464 (1.047–2.048) | 0.026 | ||
| Black | 31 (8.4) | 1.129 (0.718–1.776) | 0.600 | ||
| Other | 4 (1.1) | 0.728 (0.372–1.425) | 0.350 | ||
| Residence | 0.129 | 0.149 | |||
| Urban | 336 (91.6) | Reference | |||
| Rural | 31 (8.4) | 1.330 (0.921–1.920) | 0.130 | ||
| Income† | 0.369 | 0.384 | |||
| Below the median | 211 (57.5) | Reference | |||
| Above the median | 156 (42.5) | 0.763 (0.573–1.015) | 0.064 | ||
| AFP | 0.980 | 0.320 | |||
| Negative | 94 (25.6) | Reference | |||
| Positive | 177 (48.2) | 0.785 (0.563–1.095) | 0.150 | ||
| Borderline/unknown | 96 (26.2) | 0.789 (0.536–1.160) | 0.230 | ||
| First malignant | 0.009 | 0.001 | |||
| Yes | 316 (86.1) | Reference | |||
| No | 51 (13.9) | 0.815 (0.507–1.310) | 0.400 | ||
| Primary tumor | 0.054 | 0.230 | |||
| Yes | 358 (97.5) | Reference | |||
| No | 9 (2.5) | 1.368 (0.395–4.744) | 0.620 | ||
| Neoadjuvant therapy | 0.079 | 0.463 | |||
| Yes | 17 (4.6) | Reference | |||
| No | 350 (95.4) | 0.603 (0.321–1.134) | 0.120 | ||
| Tumor number | 0.160 | 0.001 | |||
| Single | 342 (93.2) | Reference | |||
| Multiple | 25 (6.8) | 0.662 (0.329–1.331) | 0.250 | ||
| Tumor size | <0.001 | 0.006 | |||
| ≤5 cm | 168 (45.8) | Reference | |||
| >5 cm | 148 (40.3) | 1.438 (1.073–1.927) | 0.015 | ||
| Unknown | 51 (13.9) | 1.337 (0.754–2.370) | 0.320 | ||
| Surgery | <0.001 | 0.068 | |||
| None | 186 (50.7) | Reference | |||
| LD | 20 (5.4) | 0.387 (0.200–0.749) | 0.005 | ||
| Hx | 112 (30.5) | 0.244 (0.176–0.339) | <0.001 | ||
| LT | 49 (13.4) | 0.128 (0.067–0.244) | <0.001 | ||
| Vascular invasion | 0.091 | 0.095 | |||
| No | 249 (67.8) | Reference | |||
| Yes | 118 (32.2) | 1.512 (1.138–2.008) | 0.004 | ||
| Visceral peritoneum invasion | 0.607 | 0.129 | |||
| No | 349 (95.1) | Reference | |||
| Yes | 18 (4.9) | 0.866 (0.351–2.137) | 0.760 | ||
| Extrahepatic invasion | <0.001 | 0.257 | |||
| No | 348 (94.8) | Reference | |||
| Yes | 19 (5.2) | 2.233 (1.3501–3.692) | 0.002 | ||
| Lymph node metastasis | <0.001 | 0.440 | |||
| No | 290 (79.0) | Reference | |||
| Yes | 49 (13.4) | 0.972 (0.669–1.413) | 0.880 | ||
| Unknown | 28 (7.6) | 1.178 (0.664–2.091) | 0.580 | ||
| Distant metastasis | <0.001 | 0.810 | |||
| No | 285 (77.7) | Reference | |||
| Yes | 82 (22.3) | 1.518 (1.076–2.143) | 0.018 | ||
| Grade‡ | <0.001 | 0.227 | |||
| G1-G2 | 90 (24.5) | Reference | |||
| G3-G4 | 151 (41.1) | 1.615 (1.149–2.271) | 0.006 | ||
| Unknown | 126 (34.4) | 0.908 (0.622–1.325) | 0.620 | ||
| Metavir stage | 0.272 | 0.146 | |||
| F0–F3 | 29 (7.9) | Reference | |||
| F4 | 38 (10.4) | 2.004 (1.145–3.510) | 0.015 | ||
| Unknown | 300 (81.7) | 1.429 (0.951–2.147) | 0.086 | ||
CHC combined hepatocellular-cholangiocarcinoma; AFP alpha-fetoprotein; LD local destruction; Hx hepatectomy; LT liver transplantation; CSD cancer-specific death; OCSD other cause-specific death; SHR subdistribution hazard ratio; CI confidence interval. †US Census Bureau, Real Median Household Income in the United States [MEHOINUSA672N], retrieved from FRED, Federal Reserve Bank of St. Louis, https://fred.stlouisfed.org/series/MEHOINUSA672N, June 26, 2021; ‡G1 well differentiated; G2 moderately differentiated; G3-4 poorly differentiated/undifferentiated.
Figure 2Development, validation, and comparison of the nomogram: (a) the nomogram to predict cancer-specific survival (CSS) developed from the training set based on competing risk analyses; (b–d) calibration curve analysis of nomogram and the current AJCC staging system (8th edition) in the prediction of prognosis at 1-, 3-, 5-year point for CSS in the training set; (e–g) calibration curve analysis of nomogram and the current AJCC staging system (8th edition) in the prediction of prognosis at 1-, 3-, 5-year point for CSS in the validation set; (h–j) decision curve analysis (DCA) of nomogram and the current AJCC staging system (8th edition) in the prediction of prognosis at 1-, 3-, 5-year point for CSS in the training set; (k–m) DCA of nomogram and the current AJCC staging system (8th edition) in the prediction of prognosis at 1-, 3-, 5-year point for CSS in the validation set. AJCC American Joint Committee on Cancer; LD local destruction; Hx hepatectomy; LT liver transplantation.
Analyses for prognostic performances of nomogram and the AJCC stage.
| Models | Harrell's C-index |
| AIC | BIC | 1 yr AUC | 3 yr AUC | 5 yr AUC |
|---|---|---|---|---|---|---|---|
| Training set ( | |||||||
| Nomogram | 0.790 (0.761–0.820) | Reference | 2554.974 | 2607.370 | 0.857 | 0.880 | 0.901 |
| AJCC stage | 0.659 (0.619–0.699) |
| 2699.362 | 2727.307 | 0.760 | 0.779 | 0.748 |
| Validation set ( | |||||||
| Nomogram | 0.736 (0.683–0.788) | Reference | 884.239 | 886.930 | 0.818 | 0.882 | 0.730 |
| AJCC stage | 0.621 (0.562–0.680) |
| 925.789 | 928.480 | 0.661 | 0.707 | 0.670 |
AJCC American Joint Committee on Cancer; AIC Akaike information criterion; BIC Bayesian information criterion; AUC area under the curve.
Figure 3Cumulative incidence function (CIF) curves of mortality of CHC patients: (a) LT vs. Hx in all study patients; (b) LT vs. Hx in patients within the Milan Criteria; (c) LT vs. Hx in patients beyond the Milan Criteria; (d) LT in patients within and beyond the Milan Criteria. Hx hepatectomy; LT liver transplantation; CSD cancer-specific death; OCSD other cause-specific death.