Predictors of Complete Response in Patients with Hepatocellular Carcinoma Treated with Trans-Arterial Radioembolization
Abstract
:1. Introduction
2. Methods
2.1. Patients
2.2. Diagnosis and Staging
2.3. Yttrium-90 Radioembolization
2.4. Assessment of Treatment Responses Using mRECIST
2.5. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Treatment Outcomes after TARE
3.3. Comparison between Patients with and without CR
3.4. Predictors of CR
3.5. Pathological Correlation with Radiological CR
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Variable | Univariate Analysis | |
---|---|---|
p Value | Hazards Ratio (95% CI) | |
Age > 65 years | 0.735 | 0.821(0.263–2.564) |
Male gender | 0.998 | - |
Body mass index, kg/m2 | 0.535 | 1.052 (0.896–1.235) |
Diabetes mellitus | 0.094 | 2.726 (0.843–8.814) |
Hypertension | 0.954 | 0.967 (0.309–3.025) |
Liver cirrhosis | 0.135 | 2.787 (0.726–10.690) |
Viral etiology | 0.437 | 1.711 (0.442–6.621) |
Heavy alcoholics | 0.173 | 3.500 (0.577–21.215) |
Platelet count, ×109/L | 0.061 | 0.993 (0.986–1.000) |
Total bilirubin, mg/dL | 0.124 | 0.213 (0.030–1.530) |
Serum albumin, g/dL | 0.036 | 5.864 (1.121–30.672) |
>4.1 g/dL | 0.029 | 3.368 (1.129–10.052) |
Aspartate aminotransferase, IU/L | 0.014 | 0.937 (0.889–0.987) |
<40 IU/L | 0.021 | 11.016 (1.441–84.242) |
<32 IU/L | 0.016 | 4.292 (1.312–14.042) |
Alanine aminotransferase, IU/L | 0.220 | 0.978 (0.945–1.013) |
Alkaline phosphatase, IU/L | 0.037 | 0.979 (0.959–0.999) |
Prothrombin time, INR | 0.699 | 0.340 (0.001–80.476) |
AFP, ng/mL | 0.381 | 1.000 (1.000–1.000) |
DCP, mAU/mL | 0.226 | 1.000 (1.000–1.000) |
MELD score | 0.018 | 0.440 (0.223–0.871) |
ALBI score | 0.025 | 0.169 (0.035–0.801) |
ALBI grade 2 (vs. grade 1) | 0.149 | 0.426 (0.133–1.357) |
Infiltrative tumor pattern | 0.368 | 1.800 (0.501–6.473) |
Maximum tumor diameter, cm | 0.016 | 0.746 (0.588–0.946) |
<9 cm | 0.015 | 13.0 (1.630–103.687) |
Multiple tumors | 0.572 | 1.429 (0.414–4.928) |
Bi-lobar tumor distribution | 0.100 | 0.174 (0.022–1.396) |
Portal vein thrombosis | 0.260 | 0.299 (0.037–2.440) |
References
- McGlynn, K.A.; Petrick, J.L.; London, W.T. Global epidemiology of hepatocellular carcinoma: An emphasis on demographic and regional variability. Clin. Liver Dis. 2015, 19, 223–238. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Llovet, J.M.; Bruix, J. Novel advancements in the management of hepatocellular carcinoma in 2008. J. Hepatol. 2008, 48, S20–S37. [Google Scholar] [CrossRef]
- Shin, H.; Jung, Y.W.; Kim, B.K.; Park, J.Y.; Kim, D.Y.; Ahn, S.H.; Han, K.H.; Kim, Y.Y.; Choi, J.Y.; Kim, S.U. Risk assessment of hepatocellular carcinoma development for indeterminate hepatic nodules in patients with chronic hepatitis B. Clin. Mol. Hepatol. 2019, 25, 390–399. [Google Scholar] [CrossRef] [Green Version]
- Sotiropoulos, G.C.; Lang, H.; Frilling, A.; Molmenti, E.P.; Paul, A.; Nadalin, S.; Radtke, A.; Brokalaki, E.I.; Saner, F.; Hilgard, P.; et al. Resectability of hepatocellular carcinoma: Evaluation of 333 consecutive cases at a single hepatobiliary specialty center and systematic review of the literature. Hepatogastroenterology 2006, 53, 322–329. [Google Scholar] [PubMed]
- Kim, J.Y.; Sinn, D.H.; Gwak, G.Y.; Choi, G.S.; Saleh, A.M.; Joh, J.W.; Cho, S.K.; Shin, S.W.; Carriere, K.C.; Ahn, J.H.; et al. Trans-arterial chemoembolization versus resection for intermediate-stage (BCLC B) hepatocellular carcinoma. Clin. Mol. Hepatol. 2016, 22, 250–258. [Google Scholar] [CrossRef] [Green Version]
- Kim, S.U.; Kim, B.K.; Han, K.H. Clinical application of liver stiffness measurement using transient elastography: A surgical perspective. Digestion 2013, 88, 258–265. [Google Scholar] [CrossRef]
- Iwadou, S.; Nouso, K.; Kuwaki, K.; Kobayashi, Y.; Nakamura, S.; Tanaka, H.; Miyoshi, K.; Ohnishi, H.; Miyake, Y.; Shiraha, H.; et al. Time-dependent analysis of predisposing factors for the recurrence of hepatocellular carcinoma. Liver Int. 2009, 30, 1027–1032. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sangro, B.; Salem, R. Trans-arterial chemoembolization and radioembolization. Semin. Liver Dis. 2014, 34, 435–443. [Google Scholar] [CrossRef]
- Kim, H.-C. Radioembolization for the treatment of hepatocellular carcinoma. Clin. Mol. Hepatol. 2017, 23, 109–114. [Google Scholar] [CrossRef] [Green Version]
- Kulik, L.M.; Carr, B.I.; Mulcahy, M.F.; Lewandowski, R.J.; Atassi, B.; Ryu, R.K.; Sato, K.T.; Benson, A., 3rd; Nemcek, A.A., Jr.; Gates, V.L.; et al. Safety and efficacy of 90Y radiotherapy for hepatocellular carcinoma with and without portal vein thrombosis. Hepatology 2008, 47, 71–81. [Google Scholar] [CrossRef]
- Hilgard, P.; Hamami, M.; Fouly, A.E.; Scherag, A.; Muller, S.; Ertle, J.; Heusner, T.; Cicinnati, V.R.; Paul, A.; Bockisch, A.; et al. Radioembolization with yttrium-90 glass microspheres in hepatocellular carcinoma: European experience on safety and long-term survival. Hepatology 2010, 52, 1741–1749. [Google Scholar] [CrossRef] [PubMed]
- Salem, R.; Lewandowski, R.J.; Mulcahy, M.F.; Riaz, A.; Ryu, R.K.; Ibrahim, S.; Atassi, B.; Baker, T.; Gates, V.; Miller, F.H.; et al. Radioembolization for hepatocellular carcinoma using Yttrium-90 microspheres: A comprehensive report of long-term outcomes. Gastroenterology 2010, 138, 52–64. [Google Scholar] [CrossRef] [PubMed]
- Sangro, B.; Carpanese, L.; Cianni, R.; Golfieri, R.; Gasparini, D.; Ezziddin, S.; Paprottka, P.M.; Fiore, F.; Van Buskirk, M.; Bilbao, J.I.; et al. Survival after yttrium-90 resin microsphere radioembolization of hepatocellular carcinoma across barcelona clinic liver cancer stages: A European evaluation. Hepatology 2011, 54, 868–878. [Google Scholar] [CrossRef] [PubMed]
- Lee, E.W.; Khan, S. Recent advances in trans-arterial embolotherapies in the treatment of hepatocellular carcinoma. Clin. Mol. Hepatol. 2017, 23, 265–272. [Google Scholar] [CrossRef]
- Bester, L.; Hobbins, P.G.; Wang, S.C.; Salem, R. Imaging characteristics following 90yttrium microsphere treatment for unresectable liver cancer. J. Med. Imaging Radiat. Oncol. 2011, 55, 111–118. [Google Scholar] [CrossRef] [PubMed]
- Semaan, S.; Makkar, J.; Lewis, S.; Chatterji, M.; Kim, E.; Taouli, B. Imaging of hepatocellular carcinoma response after 90Y radioembolization. Am. J. Roentgenol. 2017, 209, W263–W276. [Google Scholar] [CrossRef]
- Song, J.E.; Jung, K.S.; Kim, D.Y.; Song, K.; Won, J.Y.; Lee, H.W.; Kim, B.K.; Kim, S.U.; Park, J.Y.; Ahn, S.H.; et al. Trans-arterial radioembolization versus concurrent chemoradiation therapy for locally advanced hepatocellular carcinoma: A propensity score matching analysis. Int. J. Radiat. Oncol. 2017, 99, 396–406. [Google Scholar] [CrossRef]
- Spina, J.C.; Hume, I.; Pelaez, A.; Peralta, O.; Quadrelli, M.; Garcia Monaco, R. Expected and unexpected imaging findings after 90Y trans-arterial radioembolization for liver tumors. Radiographics 2019, 39, 578–595. [Google Scholar] [CrossRef]
- Lencioni, R.; Llovet, J.M. Modified RECIST (mRECIST) assessment for hepatocellular carcinoma. Semin. Liver Dis. 2010, 30, 52–60. [Google Scholar] [CrossRef] [Green Version]
- Kim, B.K.; Kim, S.U.; Kim, M.J.; Kim, K.A.; Kim, D.Y.; Park, J.Y.; Ahn, S.H.; Han, K.H.; Chon, C.Y. Number of target lesions for EASL and modified RECIST to predict survivals in hepatocellular carcinoma treated with chemoembolization. Clin. Cancer Res. 2013, 19, 1503–1511. [Google Scholar] [CrossRef] [Green Version]
- Kim, B.K.; Kim, S.U.; Kim, K.A.; Chung, Y.E.; Kim, M.J.; Park, M.S.; Park, J.Y.; Kim, D.Y.; Ahn, S.H.; Kim, M.D.; et al. Complete response at first chemoembolization is still the most robust predictor for favorable outcome in hepatocellular carcinoma. J. Hepatol. 2015, 62, 1304–1310. [Google Scholar] [CrossRef] [PubMed]
- Jeon, M.Y.; Lee, H.W.; Kim, B.K.; Park, J.Y.; Kim, D.Y.; Ahn, S.H.; Han, K.H.; Baek, S.E.; Kim, H.S.; Kim, S.U.; et al. Reproducibility of european association for the study of the liver criteria and modified response evaluation criteria in solid tumors in patients treated with sorafenib. Liver Int. 2018, 38, 1655–1663. [Google Scholar] [CrossRef]
- Kim, B.K.; Kim, K.A.; Park, J.Y.; Ahn, S.H.; Chon, C.Y.; Han, K.H.; Kim, S.U.; Kim, M.J. Prospective comparison of prognostic values of modified response evaluation criteria in solid tumours with european association for the study of the liver criteria in hepatocellular carcinoma following chemoembolisation. Eur. J. Cancer 2013, 49, 826–834. [Google Scholar] [CrossRef]
- Gabr, A.; Abouchaleh, N.; Ali, R.; Baker, T.; Caicedo, J.; Katariya, N.; Abecassis, M.; Riaz, A.; Lewandowski, R.J.; Salem, R. Outcomes of surgical resection after radioembolization for hepatocellular carcinoma. J. Vasc. Interv. Radiol. 2018, 29, 1502–1510. [Google Scholar] [CrossRef] [PubMed]
- 2014 KLCSG-NCC Korea practice guideline for the management of hepatocellular carcinoma. Gut Liver 2015, 9, 267–317. [CrossRef] [Green Version]
- Salem, R.; Thurston, K.G. Radioembolization with 90Yttrium microspheres: A state-of-the-art brachytherapy treatment for primary and secondary liver malignancies. Part 1: Technical and methodologic considerations. J. Vasc.Interv. Radiol. 2006, 17, 1251–1278. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Singh, P.; Anil, G. Yttrium-90 radioembolization of liver tumors: What do the images tell us? Cancer Imaging 2014, 13, 645–657. [Google Scholar] [CrossRef]
- Weng, Z.; Ertle, J.; Zheng, S.; Lauenstein, T.; Mueller, S.; Bockisch, A.; Gerken, G.; Yang, D.; Schlaak, J.F. A new model to estimate prognosis in patients with hepatocellular carcinoma after Yttrium-90 radioembolization. PLoS ONE 2013, 8, e82225. [Google Scholar] [CrossRef] [PubMed]
- Gordic, S.; Corcuera-Solano, I.; Stueck, A.; Besa, C.; Argiriadi, P.; Guniganti, P.; King, M.; Kihira, S.; Babb, J.; Thung, S.; et al. Evaluation of HCC response to locoregional therapy: Validation of MRI-based response criteria versus explant pathology. J. Hepatol. 2017, 67, 1213–1221. [Google Scholar] [CrossRef]
- Jreige, M.; Mitsakis, P.; Van Der Gucht, A.; Pomoni, A.; Silva-Monteiro, M.; Gnesin, S.; Boubaker, A.; Nicod-Lalonde, M.; Duran, R.; Prior, J.O.; et al. 18F-FDG PET/CT predicts survival after 90Y trans-arterial radioembolization in unresectable hepatocellular carcinoma. Eur. J. Nucl. Med. Mol. Imaging 2017, 44, 1215–1222. [Google Scholar] [CrossRef]
- Riaz, A.; Kulik, L.; Lewandowski, R.J.; Ryu, R.K.; Giakoumis Spear, G.; Mulcahy, M.F.; Abecassis, M.; Baker, T.; Gates, V.; Nayar, R.; et al. Radiologic-pathologic correlation of hepatocellular carcinoma treated with internal radiation using yttrium-90 microspheres. Hepatology 2009, 49, 1185–1193. [Google Scholar] [CrossRef] [PubMed]
- Labgaa, I.; Tabrizian, P.; Titano, J.; Kim, E.; Thung, S.N.; Florman, S.; Schwartz, M.; Melloul, E. Feasibility and safety of liver transplantation or resection after trans-arterial radioembolization with Yttrium-90 for unresectable hepatocellular carcinoma. HPB 2019, 10, 1497–1504. [Google Scholar] [CrossRef]
- Jeong, S.O.; Kim, E.B.; Jeong, S.W.; Jang, J.Y.; Lee, S.H.; Kim, S.G.; Cha, S.W.; Kim, Y.S.; Cho, Y.D.; Kim, H.S.; et al. Predictive factors for complete response and recurrence after trans-arterial chemoembolization in hepatocellular carcinoma. Gut Liver 2017, 11, 409–416. [Google Scholar] [CrossRef] [Green Version]
- Vesselle, G.; Quirier-Leleu, C.; Velasco, S.; Charier, F.; Silvain, C.; Boucebci, S.; Ingrand, P.; Tasu, J.P. Predictive factors for complete response of chemoembolization with drug-eluting beads (DEB-TACE) for hepatocellular carcinoma. Eur. Radiol. 2016, 26, 1640–1648. [Google Scholar] [CrossRef] [PubMed]
- Park, Y.; Kim, B.K.; Park, J.Y.; Kim, D.Y.; Ahn, S.H.; Han, K.H.; Yeon, J.E.; Byun, K.S.; Kim, H.S.; Kim, J.H.; et al. Feasibility of dynamic risk assessment for patients with repeated trans-arterial chemoembolization for hepatocellular carcinoma. BMC Cancer 2019, 19, 363. [Google Scholar] [CrossRef] [PubMed]
- Kamath, P.S.; Wiesner, R.H.; Malinchoc, M.; Kremers, W.; Therneau, T.M.; Kosberg, C.L.; D’Amico, G.; Dickson, E.R.; Kim, W.R. A model to predict survival in patients with end-stage liver disease. Hepatology 2001, 33, 464–470. [Google Scholar] [CrossRef]
- Mazzaferro, V.; Sposito, C.; Bhoori, S.; Romito, R.; Chiesa, C.; Morosi, C.; Maccauro, M.; Marchiano, A.; Bongini, M.; Lanocita, R.; et al. Yttrium-90 radioembolization for intermediate-advanced hepatocellular carcinoma: A phase 2 study. Hepatology 2013, 57, 1826–1837. [Google Scholar] [CrossRef]
Variables | Values |
---|---|
Age | 64.3 (53.6–72.8) |
Male sex | 83 (81.4) |
Body mass index, kg/m2 | 23.9 (21.3–25.8) |
Diabetes mellitus | 44 (43.1) |
Hypertension | 59 (57.8) |
Liver cirrhosis | 61 (55.5) |
Viral etiology | 71 (69.6) |
Heavy alcoholics | 6 (5.9) |
Platelet count, ×109/L | 198.5 (121.3–261.5) |
Total bilirubin, mg/dL | 0.6 (0.5–0.9) |
Serum albumin, g/dL | 3.9 (3.5–4.1) |
Aspartate aminotransferase, IU/L | 40.0 (28.8–64.3) |
Alanine aminotransferase, IU/L | 28.5 (18.0–45.0) |
Alkaline phosphatase, IU/L | 95.5 (76.0–138.5) |
Prothrombin time, INR | 1.0 (0.96–1.10) |
AFP, ng/mL | 37.1 (5.0–2590.1) |
DCP, mAU/mL | 1780.0 (135.5–8119.5) |
MELD score | 7.6 (6–8) |
ALBI grade | |
Grade 1/2/3 | 52 (51.0)/47 (46.1)/3 (2.9) |
Tumor pattern | |
Nodular/infiltrative | 82 (80.4)/20 (19.6) |
Maximum tumor diameter, cm | 8.3 (6.0–10.5) |
Multiple tumors | 36 (35.3) |
Tumor burden >50% | 10 (9.8) |
Tumor distribution | |
Uni-lobar/bi-lobar | 74 (72.5)/28 (27.5) |
Portal vein thrombosis | 19 (18.6) |
First-/second-/segmental-order branch | 8/6/5 |
Hepatic vein invasion | 5 (4.9) |
Variables | CR Group (n = 14, 13.7%) | Non-CR Group (n = 88, 86.3%) | p-Value |
---|---|---|---|
Age | 62.0 (51.1–75.2) | 64.6 (53.8–72.7) | 0.993 |
Male sex | 14 (100.0) | 69 (78.4) | 0.054 |
Body mass index, kg/m2 | 24.4 (22.0–26.9) | 23.7 (21.3–25.6) | 0.539 |
Diabetes mellitus | 9 (64.3) | 35 (39.8) | 0.085 |
Hypertension | 8 (57.1) | 51 (58.0) | 0.954 |
Liver cirrhosis | 11 (78.6) | 50 (56.8) | 0.123 |
Viral etiology | 11 (78.6) | 60 (68.2) | 0.432 |
Heavy alcoholics | 2 (14.3) | 4 (4.5) | 0.150 |
Platelet count, ×109/L | 160.0 (96.3–202.5) | 204.0 (140.0–272.8) | 0.056 |
Bilirubin, mg/dL | 0.6 (0.5–0.7) | 0.8 (0.5–1.0) | 0.006 |
Albumin, g/dL | 4.1 (3.8–4.3) | 3.9 (3.5–4.1) | 0.031 |
Aspartate aminotransferase, IU/L | 30.0 (23.5–35.0) | 43.0 (30.0–66.0) | <0.001 |
Alanine aminotransferase, IU/L | 24.0 (22.0–35.8) | 31.0 (18.0–46.5) | 0.057 |
Alkaline phosphatase, IU/L | 79.0 (64.8–97.5) | 103.0 (77.0–156.0) | <0.001 |
Prothrombin time, INR | 1.0 (1.0–1.1) | 1.0 (1.0–1.1) | 0.702 |
AFP, ng/mL | 12.7 (3.1–284.9) | 39.9 (5.2–3078.0) | 0.001 |
DCP, mAU/mL | 575.5 (33.0–2000.8) | 2772.0 (5.2–3078.0) | 0.003 |
MELD score | 6.0 (6.0–7.0) | 7.0 (6.0–8.0) | <0.001 |
ALBI score | −2.8 (−2.9 to −2.5) | −2.5 (−2.8 to −2.2) | 0.024 |
Grade 1/2/3 | 10 (71.4)/4 (28.6)/0 (0) | 42 (47.7)/43 (48.9)/3(0.03) | 0.099 |
Infiltrative tumor pattern | 4 (28.6) | 16 (18.2) | 0.363 |
Maximum tumor diameter, cm | 6.3 (5.2–8.3) | 9.0 (6.4–11.4) | 0.012 |
Multiple tumors | 4 (28.6) | 32 (36.4) | 0.571 |
Tumor burden >50% | 0 (0) | 10 (11.4) | - |
Bi-lobar tumor distribution | 1 (7.1) | 27 (30.7) | 0.067 |
Portal vein thrombosis | 1 (7.1) | 18 (20.5) | 0.458 |
First-/second-/segmental-order branch | 0/0/1 | 8/6/4 | - |
Hepatic vein invasion | 0 (0.0) | 5 (5.7) | - |
Variables | Univariate | Multivariate Analysis | |
---|---|---|---|
p-Value | p-Value | Hazards Ratio (95% CI) | |
Albumin, g/dL | 0.036 | 0.588 | 3.685 (0.033–415.239) |
ALBI score | 0.028 | 0.859 | 1.548 (0.013–189.867) |
AST <32 IU/L | 0.016 | 0.361 | 1.846 (0.495–6.889) |
ALP <90 IU/L | 0.042 | 0.573 | 1.526 (0.351–6.629) |
MELD score | 0.018 | 0.015 | 0.436 (0.224–0.849) |
Maximum tumor diameter 9 cm | 0.015 | 0.020 | 11.180 (1.458–85.731) |
Patient | Age at TARE, Years | Sex | MELD Score | Tumor Number | Maximum Tumor Diameter, cm | Duration between TARE and Operation, Month | Type of Curative Resection | Pathological Findings |
---|---|---|---|---|---|---|---|---|
A | 58 | Male | 6 | 1 | 6.0 | 17 | Resection | Total necrosis |
B | 58 | Male | 6 | 3 | 8.8 | 7 | Resection | Total necrosis |
C | 57 | Male | 7 | 2 | 8.2 | 14 | Liver transplantation | 95% necrosis of the largest mass, 20% necrosis of the small mass |
D | 54 | Male | 7 | 1 | 8.5 | 3 | S5, 6 segmentectomy as a scheduled bridging operation | 95% necrosis |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kim, Y.; Lee, J.S.; Lee, H.W.; Kim, B.K.; Park, J.Y.; Kim, D.Y.; Ahn, S.H.; Kim, S.U. Predictors of Complete Response in Patients with Hepatocellular Carcinoma Treated with Trans-Arterial Radioembolization. Curr. Oncol. 2021, 28, 965-977. https://doi.org/10.3390/curroncol28010095
Kim Y, Lee JS, Lee HW, Kim BK, Park JY, Kim DY, Ahn SH, Kim SU. Predictors of Complete Response in Patients with Hepatocellular Carcinoma Treated with Trans-Arterial Radioembolization. Current Oncology. 2021; 28(1):965-977. https://doi.org/10.3390/curroncol28010095
Chicago/Turabian StyleKim, Yuna, Jae Seung Lee, Hye Won Lee, Beom Kyung Kim, Jun Yong Park, Do Young Kim, Sang Hoon Ahn, and Seung Up Kim. 2021. "Predictors of Complete Response in Patients with Hepatocellular Carcinoma Treated with Trans-Arterial Radioembolization" Current Oncology 28, no. 1: 965-977. https://doi.org/10.3390/curroncol28010095
APA StyleKim, Y., Lee, J. S., Lee, H. W., Kim, B. K., Park, J. Y., Kim, D. Y., Ahn, S. H., & Kim, S. U. (2021). Predictors of Complete Response in Patients with Hepatocellular Carcinoma Treated with Trans-Arterial Radioembolization. Current Oncology, 28(1), 965-977. https://doi.org/10.3390/curroncol28010095