, Yun Bin Lee1,2
, Yunmi Ko1,2
, Youngsu Park1,2
, Hyunjae Shin1,2
, Moon Haeng Hur1,2
, Min Kyung Park1,2
, Dae-Won Lee3
, Eun Ju Cho1,2
, Kyung-Hun Lee3
, Jeong-Hoon Lee1,2
, Su Jong Yu1,2
, Tae-Yong Kim3
, Yoon Jun Kim1,2
, Tae-You Kim3
, Jung-Hwan Yoon1,2
1Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
2Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
3Cancer Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
© 2024 The Korean Liver 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.
Conflict of Interest
The authors have no conflicts to disclose.
Ethics Statement
This study conformed to the ethical guidelines of the World Medical Association Declaration of Helsinki and was approved by the Institutional Review Board of Seoul National University Hospital (IRB No. H-1805-055-944). The requirement to obtain informed consent from patients was waived owing to the retrospective nature of the study.
Funding Statement
This study was supported by the Scientific Research Fund of the Korean Liver Cancer Association (2021).
Data Availability
The data presented in this study are available upon request from the corresponding author.
Author Contribution
Conceptualization: JP, YBL, DWL
Data curation: JP, YBL, YK, YP, HS, MHH, MKP, EJC, KHL, JHL, SJY, TYK, YJK, TYK, JHY
Formal analysis: JP, YBL
Investigation: JP, YBL, YK, YP, HS, MHH, MKP, DWL, EJC, KHL, JHL, SJY, TYK, YJK, TYK, JHY
Methodology: JP, YBL
Project administration: YBL
Resources: JP
Supervision: JHY
Visualization: JP
Writing - original draft: JP, YBL
Writing - review & editing: JP, YBL, YK, YP, HS, MHH, MKP, DWL, EJC, KHL, JHL, SJY, TYK, YJK, TYK, JHY
Values are presented as median (range) or number (%).
IPTW, inverse probability of treatment weighting; SMD, standardized mean difference; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonist-II; PVTT, portal vein tumor thrombosis; RFA, radiofrequency ablation; TACE, transarterial chemoembolization; TARE, transarterial radioembolization.
| Variable |
Before IPTW |
After IPTW |
||||||
|---|---|---|---|---|---|---|---|---|
| Crude HR (95% CI) | P-value | Adjusted HR (95% CI) | P-value | Crude HR(95% CI) | P-value | Adjusted HR(95% CI) | P-value | |
| Treatment | 0.26 | 0.37 | 0.67 | 0.40 | ||||
| Lenvatinib | 1* | 1* | 1* | 1* | ||||
| Atezolizumab plus bevacizumab | 0.67 (0.34-1.34) | 0.71 (0.34-1.49) | 0.84 (0.38-1.86) | 0.74 (0.37-1.49) | ||||
| Age (years) | 0.84 | 0.48 | ||||||
| <65 | 1* | 1* | ||||||
| ≥65 | 1.08 (0.53-2.20) | 1.31 (0.63-2.72) | ||||||
| Sex | 0.90 | 0.97 | ||||||
| Female | 1* | 1* | ||||||
| Male | 1.06 (0.44-2.57) | 1.02 (0.40-2.60) | ||||||
| Etiology of HCC | 0.63 | 0.66 | ||||||
| Other etiology | 1* | 1* | ||||||
| HBV or HCV | 0.75 (0.23-2.47) | 0.73 (0.17-3.05) | ||||||
| Esophageal varix | 0.14 | 0.11 | ||||||
| Absent | 1* | 1* | ||||||
| Present | 1.71 (0.83-3.52) | 1.88 (0.86-4.07) | ||||||
| Child-Pugh score | <0.001 | 0.003 | <0.001 | 0.003 | ||||
| A5 | 1* | 1* | 1* | 1* | ||||
| A6 | 4.42 (1.89-10.35) | 3.57 (0.74-1.90) | 5.17 (2.08-12.84) | 3.57 (0.74-1.90) | ||||
| AFP (ng/mL) | 0.68 | 0.44 | ||||||
| <200 | 1* | 1* | ||||||
| ≥200 | 1.16 (0.57-2.36) | 1.38 (0.61-3.13) | ||||||
| PIVKA-II (mAU/mL) | 0.28 | 0.17 | ||||||
| <1,000 | 1* | 1* | ||||||
| ≥1,000 | 1.47 (0.73-2.97) | 1.70 (0.80-3.62) | ||||||
| Number of hepatic masses | 0.82 | 0.55 | ||||||
| Single | 1* | 1* | ||||||
| Multiple | 0.92 (0.46-1.86) | 0.79 (0.37-1.70) | ||||||
| LN metastasis | 0.49 | |||||||
| Absent | 1* | 1* | 0.66 | |||||
| Present | 0.72 (0.72-1.87) | 0.77 (0.24-2.48) | ||||||
| Extrahepatic metastasis | 0.27 | |||||||
| Absent | 1* | 1* | 0.22 | |||||
| Present | 1.48 (0.74-2.97) | 1.61 (0.76-3.43) | ||||||
| Extent of PVTT | 0.01 | 0.08 | 0.01 | |||||
| No main PV invasion | 1* | 1* | 1* | 1* | 0.09 | |||
| Main PV invasion | 6.31 (1.51-26.44) | 3.69 (0.85-16.04) | 7.88 (1.53-40.70) | 4.45 (0.81-24.30) | ||||
| Hepatic vein invasion | 0.89 | 0.81 | ||||||
| Absent | 1* | 1* | ||||||
| Present | 0.90 (0.21-3.79) | 0.83 (0.17-4.00) | ||||||
OS, overall survival; IPTW, inverse probability of treatment weighting; HR, hazard ratio; CI, confidence interval; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonist-II; LN, lymph node; PVTT, portal vein tumor thrombosis; PV, portal vein.
* Reference.
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| Variable | Before IPTW |
After IPTW |
||||||
|---|---|---|---|---|---|---|---|---|
| Atezolizumab plus bevacizumab (n=30) | Lenvatinib (n=22) | P-value | SMD | Atezolizumab plus bevacizumab (n=30) | Lenvatinib (n=22) | P-value | SMD | |
| Age (year) | 59.8 (50.3-69.3) | 59.5 (48.9-70.1) | 0.93 | 0.02 | 62.0 (55.0-66.0) | 62.0 (58.0-68.0) | 0.95 | 0.02 |
| Sex | 1.00 | 0.05 | 0.73 | 0.09 | ||||
| Female | 6 (20.0) | 4 (18.2) | 6 (20.0) | 4 (16.2) | ||||
| Male | 24 (80.0) | 18 (81.8) | 24 (80.0) | 18 (83.8) | ||||
| Etiology of HCC | 1.00 | 0.03 | 0.66 | 0.38 | ||||
| HBV | 26 (86.7) | 20 (90.9) | 26 (86.7) | 20 (92.4) | ||||
| HCV | 1 (3.3) | 0 (0.0) | 1 (3.3) | 0 (0.0) | ||||
| Alcohol | 2 (6.7) | 2 (9.1) | 2 (6.7) | 0 (0.0) | ||||
| None | 1 (3.3) | 0 (0.0) | 1 (3.3) | 2 (7.9) | ||||
| Esophageal varices | 0.93 | 0.10 | 0.84 | 0.17 | ||||
| Absent | 14 (46.7) | 9 (40.9) | 14 (46.7) | 12 (54.3) | ||||
| Low-risk | 11 (36.7) | 9 (40.9) | 11 (36.7) | 7 (33.4) | ||||
| High-risk | 5 (16.7) | 4 (18.2) | 5 (16.7) | 3 (12.3) | ||||
| Fibrosis-4 index | 4.2 (2.5-7.2) | 4.5 (2.9-6.2) | 0.85 | 0.15 | 4.0 (3.0-7.0) | 3.0 (2.0-5.0) | 0.26 | 0.29 |
| Underlying liver status | 0.25 | 0.46 | 0.12 | 0.47 | ||||
| No cirrhosis | 3 (10.0) | 0 (0.0) | 3 (10.0) | 0 (0.0) | ||||
| Cirrhosis | 27 (90.0) | 22 (100.0) | 27 (90.0) | 22 (100.0) | ||||
| Child-Pugh score | 0.58 | 0.23 | 1.00 | 1.59 | ||||
| A5 | 13 (43.3) | 7 (31.8) | 13 (43.3) | 8 (43.3) | ||||
| A6 | 17 (56.7) | 15 (68.2) | 17 (56.7) | 14 (56.7) | ||||
| AFP (ng/mL) | 1,349.0 (109.1-20,000.0) | 550.6 (34.1-6,050.0) | 0.39 | 0.06 | 608.0 (78.0-20,000.0) | 292.0 (38.0-4,952.0) | 0.50 | 0.17 |
| PIVKA-II | 1,249.0 (267.0-3,709.0) | 4,273.5(176.0-28,262.0) | 0.48 | 0.46 | 1,145.0 (262.0-3,654.0) | 832.0 (124.0-6,640.0) | 0.29 | 0.27 |
| Number of hepatic masses | 0.13 | 0.47 | 0.14 | 0.76 | ||||
| 0 | 1 (3.3) | 1 (4.5) | 1 (3.3) | 2 (8.1) | ||||
| 1 | 14 (46.7) | 6 (27.3) | 14 (46.7) | 5 (24.0) | ||||
| 2 | 5 (16.7) | 1 (4.5) | 5 (16.7) | 1 (4.8) | ||||
| ≥ 3 | 10 (33.3) | 14 (63.6) | 10 (16.7) | 14 (63.2) | ||||
| Lymph node metastasis | 0.76 | 0.15 | 0.65 | 0.13 | ||||
| Absent | 25 (83.3) | 17 (77.3) | 25 (83.3) | 17 (78.1) | ||||
| Present | 5 (16.7) | 5 (22.7) | 5 (16.7) | 5 (21.9) | ||||
| Extrahepatic metastasis | 0.25 | 0.10 | 0.51 | 0.20 | ||||
| Absent | 14 (46.7) | 10 (45.5) | 14 (46.7) | 12 (56.4) | ||||
| Present | 16 (53.3) | 12 (54.5) | 16 (53.3) | 10 (43.6) | ||||
| Extent of PVTT | 0.09 | 0.63 | 0.15 | 0.79 | ||||
| Vp1 | 7 (23.3) | 0 (0.0) | 7 (23.3) | 0 (0.0) | ||||
| Vp2 | 3 (10.0) | 2 (9.1) | 3 (10.0) | 4 (16.2) | ||||
| Vp3 | 11 (36.7) | 11 (50.0) | 11 (36.7) | 11 (50.6) | ||||
| Vp4 | 9 (30.0) | 9 (40.9) | 9 (30.0) | 7 (33.3) | ||||
| Hepatic vein invasion | 0.63 | 0.21 | 0.24 | 0.30 | ||||
| Absent | 27 (90.0) | 21 (95.5) | 27 (90.0) | 21 (97.2) | ||||
| Present | 3 (10.0) | 1 (4.5) | 3 (10.0) | 1 (2.8) | ||||
| Prior treatment | 0.09 | 0.99 | 0.18 | 0.82 | ||||
| Liver resection | 0 (0.0) | 1 (4.5) | 0 (0.0) | 0 (2.3) | ||||
| RFA | 1 (3.3) | 0 (0.0) | 1 (3.3) | 0 (0.0) | ||||
| Radiotherapy | 1 (3.3) | 2 (9.1) | 1 (3.3) | 1 (7.1) | ||||
| TACE | 14 (46.7) | 10 (45.5) | 14 (46.7) | 14 (60.4) | ||||
| TARE | 6 (20.0) | 0 (0.0) | 6 (20.0) | 0 (0.0) | ||||
| None | 8 (26.7) | 9 (40.9) | 8 (26.7) | 7 (30.2) | ||||
| Variable | Before IPTW |
After IPTW |
||||||
|---|---|---|---|---|---|---|---|---|
| Crude HR (95% CI) | P-value | Adjusted HR (95% CI) | P-value | Crude HR(95% CI) | P-value | Adjusted HR(95% CI) | P-value | |
| Treatment | 0.26 | 0.37 | 0.67 | 0.40 | ||||
| Lenvatinib | 1 |
1 |
1 |
1 |
||||
| Atezolizumab plus bevacizumab | 0.67 (0.34-1.34) | 0.71 (0.34-1.49) | 0.84 (0.38-1.86) | 0.74 (0.37-1.49) | ||||
| Age (years) | 0.84 | 0.48 | ||||||
| <65 | 1 |
1 |
||||||
| ≥65 | 1.08 (0.53-2.20) | 1.31 (0.63-2.72) | ||||||
| Sex | 0.90 | 0.97 | ||||||
| Female | 1 |
1 |
||||||
| Male | 1.06 (0.44-2.57) | 1.02 (0.40-2.60) | ||||||
| Etiology of HCC | 0.63 | 0.66 | ||||||
| Other etiology | 1 |
1 |
||||||
| HBV or HCV | 0.75 (0.23-2.47) | 0.73 (0.17-3.05) | ||||||
| Esophageal varix | 0.14 | 0.11 | ||||||
| Absent | 1 |
1 |
||||||
| Present | 1.71 (0.83-3.52) | 1.88 (0.86-4.07) | ||||||
| Child-Pugh score | <0.001 | 0.003 | <0.001 | 0.003 | ||||
| A5 | 1 |
1 |
1 |
1 |
||||
| A6 | 4.42 (1.89-10.35) | 3.57 (0.74-1.90) | 5.17 (2.08-12.84) | 3.57 (0.74-1.90) | ||||
| AFP (ng/mL) | 0.68 | 0.44 | ||||||
| <200 | 1 |
1 |
||||||
| ≥200 | 1.16 (0.57-2.36) | 1.38 (0.61-3.13) | ||||||
| PIVKA-II (mAU/mL) | 0.28 | 0.17 | ||||||
| <1,000 | 1 |
1 |
||||||
| ≥1,000 | 1.47 (0.73-2.97) | 1.70 (0.80-3.62) | ||||||
| Number of hepatic masses | 0.82 | 0.55 | ||||||
| Single | 1 |
1 |
||||||
| Multiple | 0.92 (0.46-1.86) | 0.79 (0.37-1.70) | ||||||
| LN metastasis | 0.49 | |||||||
| Absent | 1 |
1 |
0.66 | |||||
| Present | 0.72 (0.72-1.87) | 0.77 (0.24-2.48) | ||||||
| Extrahepatic metastasis | 0.27 | |||||||
| Absent | 1 |
1 |
0.22 | |||||
| Present | 1.48 (0.74-2.97) | 1.61 (0.76-3.43) | ||||||
| Extent of PVTT | 0.01 | 0.08 | 0.01 | |||||
| No main PV invasion | 1 |
1 |
1 |
1 |
0.09 | |||
| Main PV invasion | 6.31 (1.51-26.44) | 3.69 (0.85-16.04) | 7.88 (1.53-40.70) | 4.45 (0.81-24.30) | ||||
| Hepatic vein invasion | 0.89 | 0.81 | ||||||
| Absent | 1 |
1 |
||||||
| Present | 0.90 (0.21-3.79) | 0.83 (0.17-4.00) | ||||||
| Parameter | Before IPTW |
After IPTW |
||||
|---|---|---|---|---|---|---|
| Atezolizumab plus bevacizumab (n=30) | Lenvatinib (n=22) | P-value | Atezolizumab plus bevacizumab (n=30) | Lenvatinib (n=22) | P-value | |
| Objective response | 0.89 | 0.48 | ||||
| Complete response | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | ||
| Partial response | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | ||
| Stable disease | 7 (23.3) | 4 (18.2) | 7 (23.3) | 3 (15.2) | ||
| Progressive disease | 21 (70.0) | 17 (77.3) | 21 (70.0) | 18 (82.5) | ||
| Not evaluable | 2 (6.7) | 1 (4.5) | 2 (6.7) | 1 (2.3) | ||
| Objective response rate | 0 (0.0) | 0 (0.0) | 1.00 | 0 (0.0) | 0 (0.0) | 1.00 |
| Disease control rate | 7 (23.3) | 4 (18.2) | 0.74 | 7 (23.3) | 3 (15.2) | 0.47 |
Values are presented as median (range) or number (%). IPTW, inverse probability of treatment weighting; SMD, standardized mean difference; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonist-II; PVTT, portal vein tumor thrombosis; RFA, radiofrequency ablation; TACE, transarterial chemoembolization; TARE, transarterial radioembolization.
OS, overall survival; IPTW, inverse probability of treatment weighting; HR, hazard ratio; CI, confidence interval; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; AFP, alpha-fetoprotein; PIVKA-II, protein induced by vitamin K absence or antagonist-II; LN, lymph node; PVTT, portal vein tumor thrombosis; PV, portal vein. Reference.
Values are presented as number (%). HCC, hepatocellular carcinoma; IPTW, inverse probability of treatment weighting.