, Hee Mang Yoon1
, Pyeong Hwa Kim1, Ah Young Jung1, Young Ah Cho1, Jin Seong Lee1, Kyung-Nam Koh2, Jung-Man Namgoong3 1Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
2Division of Pediatric Hematology/Oncology, Department of Pediatrics, Asan Medical Center Children’s Hospital, University of Ulsan College of Medicine, Seoul, Korea
3Department of Pediatric Surgery, Asan Medical Center Children’s Hospital, University of Ulsan College of Medicine, Seoul, Korea
Copyright © 2025 by the Korean Cancer Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statement
The Institutional Review Board of Asan medical center (IRB number: 2022-0653) approved this single-center retrospective study. The informed consent requirement was waived.
Author Contributions
Conceived and designed the analysis: Yoon HM, Kim PH, Jung AY, Cho YA, Lee JS.
Collected the data: Yoon HM.
Contributed data or analysis tools: Jeong H, Kim PH, Koh KN, Namgoong JM.
Performed the analysis: Jeong H, Yoon HM, Kim PH.
Wrote the paper: Jeong H, Yoon HM.
Conflict of Interest
Conflict of interest relevant to this article was not reported.
| Characteristic | No. (%) (n=73) |
|---|---|
| Age at initial diagnosis (yr) | |
| ≤ 2 | 50 (68.5) |
| 3-7 | 16 (21.9) |
| ≥ 8 | 7 (9.6) |
| Sex (male:female) | 39:34 |
| AFP at diagnosis | |
| < 1,000 | 4 (5.5) |
| 1,000-106 | 54 (74.0) |
| > 106 | 7 (9.6) |
| Missing | 8 (11.0) |
| AFP after the fourth cycle of neoadjuvant chemotherapy (ng/mL) | |
| < 1,000 | 48 (65.8) |
| 1,000-106 | 23 (31.5) |
| > 106 | 0 |
| Missing | 2 (2.7) |
| PRETEXT group | |
| I | 3 (4.1) |
| II | 25 (34.2) |
| III | 27 (37.0) |
| IV | 18 (24.7) |
| POSTTEXT group | |
| I | 2 (2.7) |
| II | 31 (42.4) |
| III | 28 (38.4) |
| IV | 12 (16.4) |
| CHIC-HSa) risk stratification | |
| Very low | 8 (11.0) |
| Low | 20 (27.4) |
| Intermediate | 14 (19.2) |
| High | 30 (41.1) |
| PRETEXT annotation factors | |
| V | 14 (19.2) |
| P | 10 (13.7) |
| E | 2 (2.7) |
| F | 28 (38.4) |
| R | 6 (8.2) |
| C | 16 (21.9) |
| N | 1 (1.4) |
| M | 23 (31.5) |
| One or more V, P, E, F, or R | 40 (54.8) |
| POSTTEXT annotation factors | |
| V | 7 (9.6) |
| P | 7 (9.6) |
| E | 0 |
| F | 27 (37.0) |
| R | 0 |
| C | 12 (16.4) |
| N | 0 |
| M | 19 (26.0) |
| One or more V, P, E, F, or R | 34 (46.6) |
| Tumor diameter at diagnosis (cm) | |
| < 10 | 18 (24.7) |
| 10-15 | 42 (57.5) |
| > 15 | 13 (17.8) |
| Tumor diameter after the fourth cycle of neoadjuvant chemotherapy (cm) | |
| < 10 | 62 (84.9) |
| 10-15 | 8 (11.0) |
| > 15 | 3 (4.1) |
| Total No. of neoadjuvant chemotherapy | |
| 4 | 27 (37.0) |
| 5-8 | 43 (58.9) |
| > 8 | 3 (4.1) |
| Neoadjuvant chemotherapy | |
| Cisplatin/Doxorubicin | 1 (1.4) |
| Cisplatin/5-FU/Vincristine | 30 (41.1) |
| Cisplatin/5-FU/Vincristine/Doxorubicin | 36 (49.3) |
| Others | 5 (6.8) |
| Missing | 1 (1.4) |
| Surgical method | |
| Hepatectomy | 60 (82.2) |
| Liver transplantation | 13 (17.8) |
AFP, α-fetoprotein; C, caudate lobe involvement; CHIC-HS, Children’s Hepatic Tumors International Collaboration-Hepatoblastoma Stratification; E, extrahepatic tumor extension; F, multifocality; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava; 5-FU, 5-fluorouracil.
a) One patient was unavailable for risk stratification based on CHIC-HS due to a lack of data on AFP levels.
|
Univariable analysis |
Multivariable analysis |
|||||
|---|---|---|---|---|---|---|
| Unadjusted HR | 95% CI | p-value | Adjusted HR | 95% CI | p-value | |
| Sex | 1.416 | 0.491-4.086 | 0.52 | |||
| At diagnosis | ||||||
| Age (yr) | 1.207 | 1.048-1.391 | 0.009 | |||
| AFP (ng/mL) (n=65)a) | 0.983 | 0.959-1.008 | 0.173 | |||
| Tumor size (cm) | 1.101 | 0.971-1.248 | 0.13 | |||
| PRETEXTb) | ||||||
| Group | 1.716 | 0.901-3.267 | 0.101 | Eliminated | ||
| V | 1.568 | 0.492-5.002 | 0.447 | |||
| P | 2.66 | 0.725-9.765 | 0.14 | |||
| E | Nonestimablec) | |||||
| F | 4.686 | 1.464-15 | 0.009 | |||
| R | 0.942 | 0.123-7.234 | 0.954 | |||
| VPEFR | 3.506 | 0.976-12.59 | 0.055 | |||
| C | 1.401 | 0.439-4.469 | 0.569 | |||
| N | 71.5 | 4.472-1143 | 0.003 | |||
| M | 3.215 | 1.115-9.273 | 0.031 | |||
| After the fourth cycle of neoadjuvant chemotherapy | ||||||
| AFP (ng/mL) (n=71)a) | 1.207 | 1.086-1.341 | < 0.001 | 1.233 | 1.086-1.400 | 0.001 |
| AFP change (%)d) | 0.996 | 0.993-0.999 | 0.002 | |||
| Tumor size (cm) | 1.197 | 1.043-1.374 | 0.01 | Eliminated | ||
| Size change (%)d) | 0.652 | 0.464-0.916 | 0.014 | 0.654 | 0.448-0.955 | 0.030 |
| POSTTEXT | ||||||
| Group | 1.633 | 0.841-3.172 | 0.147 | |||
| V | 0.642 | 0.084-4.908 | 0.669 | |||
| P | 1.081 | 0.139-8.414 | 0.94 | |||
| E | Nonestimablec) | |||||
| F | 2.528 | 0.874-7.319 | 0.087 | |||
| R | Nonestimablec) | |||||
| VPEFR | 2.248 | 0.751-6.731 | 0.148 | |||
| C | 0.335 | 0.044-2.563 | 0.292 | |||
| N | Nonestimablec) | |||||
| M | 4.761 | 1.642-13.8 | 0.004 | 5.209 | 1.639-16.553 | 0.005 |
AFP, α-fetoprotein; C, caudate lobe involvement; CI, confidence interval; E, extrahepatic tumor extension; F, multifocality; HR, hazard ratio; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava.
a) AFP was divided by 10,000 in the regression model to obtain an understandable coefficient,
b) PRETEXT was included in the multivariable analysis since PRETEXT is a well-known risk factor associated with EFS,
c) HR was not estimable since patients with +event showed all PRETEXT E and POSTTEXT E, R, N negative,
d) Size and AFP change were divided by 10 in the regression model to obtain an understandable coefficient.
| PRETEXT | POSTTEXT | |
|---|---|---|
| Stage | 0.79 (0.79 to 0.79) | 0.93 (0.93 to 0.93) |
| Annotation factor | ||
| V | 0.38 (0.15 to 0.6) | 0.92 (0.75 to 1.00) |
| P | 0.8 (0.61 to 0.99) | 0.80 (0.58 to 1.00) |
| E | –0.014 (–0.03 to 0.005) | Not estimablea) |
| F | 0.91 (0.81 to 1.00) | 0.94 (0.86 to 1.00) |
| R | 0.51 (0.13 to 0.88) | Not estimableb) |
| VPEFR | 0.67 (0.5 to 0.84) | 0.92 (0.83 to 1.00) |
| C | 0.62 (0.42 to 0.82) | 0.79 (0.58 to 0.99) |
| N | Not estimablec) | Not estimableb) |
| M | 0.93 (0.84 to 1) | 0.92 (0.82 to 1) |
Numbers in parentheses are range. C, caudate lobe involvement; E, extrahepatic tumor extension; F, multifocality; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava.
a) Kappa calculation was not available since both readers interpreted E as 0 in all patients,
b) Kappa calculation was not available since reader 2 interpreted N and R as 0 in all patients,
c) Kappa calculation was not available since reader 1 interpreted N as 0 in all patients.
| Characteristic | No. (%) (n=73) |
|---|---|
| Age at initial diagnosis (yr) | |
| ≤ 2 | 50 (68.5) |
| 3-7 | 16 (21.9) |
| ≥ 8 | 7 (9.6) |
| Sex (male:female) | 39:34 |
| AFP at diagnosis | |
| < 1,000 | 4 (5.5) |
| 1,000-106 | 54 (74.0) |
| > 106 | 7 (9.6) |
| Missing | 8 (11.0) |
| AFP after the fourth cycle of neoadjuvant chemotherapy (ng/mL) | |
| < 1,000 | 48 (65.8) |
| 1,000-106 | 23 (31.5) |
| > 106 | 0 |
| Missing | 2 (2.7) |
| PRETEXT group | |
| I | 3 (4.1) |
| II | 25 (34.2) |
| III | 27 (37.0) |
| IV | 18 (24.7) |
| POSTTEXT group | |
| I | 2 (2.7) |
| II | 31 (42.4) |
| III | 28 (38.4) |
| IV | 12 (16.4) |
| CHIC-HS |
|
| Very low | 8 (11.0) |
| Low | 20 (27.4) |
| Intermediate | 14 (19.2) |
| High | 30 (41.1) |
| PRETEXT annotation factors | |
| V | 14 (19.2) |
| P | 10 (13.7) |
| E | 2 (2.7) |
| F | 28 (38.4) |
| R | 6 (8.2) |
| C | 16 (21.9) |
| N | 1 (1.4) |
| M | 23 (31.5) |
| One or more V, P, E, F, or R | 40 (54.8) |
| POSTTEXT annotation factors | |
| V | 7 (9.6) |
| P | 7 (9.6) |
| E | 0 |
| F | 27 (37.0) |
| R | 0 |
| C | 12 (16.4) |
| N | 0 |
| M | 19 (26.0) |
| One or more V, P, E, F, or R | 34 (46.6) |
| Tumor diameter at diagnosis (cm) | |
| < 10 | 18 (24.7) |
| 10-15 | 42 (57.5) |
| > 15 | 13 (17.8) |
| Tumor diameter after the fourth cycle of neoadjuvant chemotherapy (cm) | |
| < 10 | 62 (84.9) |
| 10-15 | 8 (11.0) |
| > 15 | 3 (4.1) |
| Total No. of neoadjuvant chemotherapy | |
| 4 | 27 (37.0) |
| 5-8 | 43 (58.9) |
| > 8 | 3 (4.1) |
| Neoadjuvant chemotherapy | |
| Cisplatin/Doxorubicin | 1 (1.4) |
| Cisplatin/5-FU/Vincristine | 30 (41.1) |
| Cisplatin/5-FU/Vincristine/Doxorubicin | 36 (49.3) |
| Others | 5 (6.8) |
| Missing | 1 (1.4) |
| Surgical method | |
| Hepatectomy | 60 (82.2) |
| Liver transplantation | 13 (17.8) |
| Univariable analysis |
Multivariable analysis |
|||||
|---|---|---|---|---|---|---|
| Unadjusted HR | 95% CI | p-value | Adjusted HR | 95% CI | p-value | |
| Sex | 1.416 | 0.491-4.086 | 0.52 | |||
| At diagnosis | ||||||
| Age (yr) | 1.207 | 1.048-1.391 | 0.009 | |||
| AFP (ng/mL) (n=65) |
0.983 | 0.959-1.008 | 0.173 | |||
| Tumor size (cm) | 1.101 | 0.971-1.248 | 0.13 | |||
| PRETEXT |
||||||
| Group | 1.716 | 0.901-3.267 | 0.101 | Eliminated | ||
| V | 1.568 | 0.492-5.002 | 0.447 | |||
| P | 2.66 | 0.725-9.765 | 0.14 | |||
| E | Nonestimable |
|||||
| F | 4.686 | 1.464-15 | 0.009 | |||
| R | 0.942 | 0.123-7.234 | 0.954 | |||
| VPEFR | 3.506 | 0.976-12.59 | 0.055 | |||
| C | 1.401 | 0.439-4.469 | 0.569 | |||
| N | 71.5 | 4.472-1143 | 0.003 | |||
| M | 3.215 | 1.115-9.273 | 0.031 | |||
| After the fourth cycle of neoadjuvant chemotherapy | ||||||
| AFP (ng/mL) (n=71) |
1.207 | 1.086-1.341 | < 0.001 | 1.233 | 1.086-1.400 | 0.001 |
| AFP change (%) |
0.996 | 0.993-0.999 | 0.002 | |||
| Tumor size (cm) | 1.197 | 1.043-1.374 | 0.01 | Eliminated | ||
| Size change (%) |
0.652 | 0.464-0.916 | 0.014 | 0.654 | 0.448-0.955 | 0.030 |
| POSTTEXT | ||||||
| Group | 1.633 | 0.841-3.172 | 0.147 | |||
| V | 0.642 | 0.084-4.908 | 0.669 | |||
| P | 1.081 | 0.139-8.414 | 0.94 | |||
| E | Nonestimable |
|||||
| F | 2.528 | 0.874-7.319 | 0.087 | |||
| R | Nonestimable |
|||||
| VPEFR | 2.248 | 0.751-6.731 | 0.148 | |||
| C | 0.335 | 0.044-2.563 | 0.292 | |||
| N | Nonestimable |
|||||
| M | 4.761 | 1.642-13.8 | 0.004 | 5.209 | 1.639-16.553 | 0.005 |
| Combination | AUC 5-year | p-value |
|---|---|---|
| CHIC-HS | 0.70 | - |
| CHIC-HS+POSTTEXT-M | 0.75 | 0.090 |
| CHIC-HS+AFP level after chemotherapy | 0.84 | 0.043 |
| CHIC-HS+size change after chemotherapy | 0.74 | 0.599 |
| CHIC-HS+POSTTEXT-M+AFP level after chemotherapy | 0.84 | 0.022 |
| CHIC-HS+POSTTEXT-M+size change after chemotherapy | 0.78 | 0.177 |
| CHIC-HS+AFP level after chemotherapy+size change after chemotherapy | 0.77 | 0.542 |
| CHIC-HS+POSTTEXT-M+AFP level after chemotherapy+size change after chemotherapy | 0.85 | 0.058 |
| PRETEXT | POSTTEXT | |
|---|---|---|
| Stage | 0.79 (0.79 to 0.79) | 0.93 (0.93 to 0.93) |
| Annotation factor | ||
| V | 0.38 (0.15 to 0.6) | 0.92 (0.75 to 1.00) |
| P | 0.8 (0.61 to 0.99) | 0.80 (0.58 to 1.00) |
| E | –0.014 (–0.03 to 0.005) | Not estimable |
| F | 0.91 (0.81 to 1.00) | 0.94 (0.86 to 1.00) |
| R | 0.51 (0.13 to 0.88) | Not estimableb) |
| VPEFR | 0.67 (0.5 to 0.84) | 0.92 (0.83 to 1.00) |
| C | 0.62 (0.42 to 0.82) | 0.79 (0.58 to 0.99) |
| N | Not estimable |
Not estimable |
| M | 0.93 (0.84 to 1) | 0.92 (0.82 to 1) |
AFP, α-fetoprotein; C, caudate lobe involvement; CHIC-HS, Children’s Hepatic Tumors International Collaboration-Hepatoblastoma Stratification; E, extrahepatic tumor extension; F, multifocality; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava; 5-FU, 5-fluorouracil. One patient was unavailable for risk stratification based on CHIC-HS due to a lack of data on AFP levels.
AFP, α-fetoprotein; C, caudate lobe involvement; CI, confidence interval; E, extrahepatic tumor extension; F, multifocality; HR, hazard ratio; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava. AFP was divided by 10,000 in the regression model to obtain an understandable coefficient, PRETEXT was included in the multivariable analysis since PRETEXT is a well-known risk factor associated with EFS, HR was not estimable since patients with +event showed all PRETEXT E and POSTTEXT E, R, N negative, Size and AFP change were divided by 10 in the regression model to obtain an understandable coefficient.
AFP, α-fetoprotein; AUC, area under the curve; CHIC-HS, Children’s Hepatic Tumors International Collaboration-Hepatoblastoma Stratification; POSTTEXT, POST-Treatment Extent of tumor; ROC, receiver operating characteristic.
Numbers in parentheses are range. C, caudate lobe involvement; E, extrahepatic tumor extension; F, multifocality; M, distant metastases; N, lymph node metastases; P, portal vein; POSTTEXT, POST-Treatment Extent of tumor; PRETEXT, PRE-Treatment Extent of tumor; R, tumor rupture; V, hepatic vein/inferior vena cava. Kappa calculation was not available since both readers interpreted E as 0 in all patients, Kappa calculation was not available since reader 2 interpreted N and R as 0 in all patients, Kappa calculation was not available since reader 1 interpreted N as 0 in all patients.
