Abstract
Background
Combination therapy with anti-programmed death-ligand 1 and anti-vascular endothelial growth factor (VEGF) antibodies has become the standard treatment for un-resectable hepatocellular carcinoma (uHCC). We aimed to identify predictive circulating biomarkers for the outcome/response of the combination therapy in uHCC patients.
Methods
This prospective multicenter study enrolled 70 patients with uHCC who received atezolizumab and bevacizumab (Atez/Bev). We evaluated 47 circulating proteins in sera before and after 1 and 6 weeks of Atez/Bev therapy by multiplex bead-based immunoassay and ELISA. As controls, we analyzed the sera from 62 uHCC patients before treatment of lenvatinib (LEN) and healthy volunteers (HVs).
Results
The disease control rate was 77.1%. Median progression-free survival (PFS) was 5.7 months (95% confidence interval [CI] = 3.8–9.5). The pretreatment levels of osteopontin (OPN), angiopoietin-2, VEGF, S100–calcium-binding protein A8/S100–calcium-binding protein A9, soluble programmed cell death-1, soluble CD163, and 14 cytokines/chemokines were higher in patients with uHCC than in HVs. Among these, pretreatment OPN levels were higher in PD group than in non-PD group for Atez/Bev. The PD rate was higher in high OPN group than in low OPN group. Multivariate analysis identified high pretreatment OPN and high α‐fetoprotein levels as independent predictors of PD. In the sub-analysis of Child–Pugh class A patients, PFS was also shorter in the high OPN group than in the low OPN group. Pretreatment OPN level was not associated with treatment response for LEN.
Conclusion
High serum OPN levels were associated with poor response to Atez/Bev in patients with uHCC.
Similar content being viewed by others
Abbreviations
- AE:
-
Adverse event
- AFP:
-
Alpha-fetoprotein
- ANG2:
-
Angiopoietin-2
- Atez/Bev:
-
Atezolizumab/bevacizumab
- BCLC:
-
Barcelona clinic liver cancer
- CI:
-
Confidence interval
- CR:
-
Complete response
- DCR:
-
Disease control rate
- HCC:
-
Hepatocellular carcinoma
- HVs:
-
Healthy volunteers
- LEN:
-
Lenvatinib
- MTA:
-
Multi-molecular target agent
- OPN:
-
Osteopontin
- OS:
-
Overall survival
- PD:
-
Progressive disease
- PD-L1:
-
Programmed death-ligand 1
- PFS:
-
Progression-free survival
- PR:
-
Partial response
- RECIST:
-
Response evaluation criteria in solid tumors
- ROC:
-
Receiver operating characteristic
- sCD163:
-
Soluble CD163
- SD:
-
Stable disease
- sPD-1:
-
Soluble programmed cell death-1
- S100A8/A9:
-
S100–Calcium-binding protein A8/S100–calcium-binding protein A9
- TAM:
-
Tumor-associated macrophage
- uHCC:
-
Unresectable HCC
- VEGF:
-
Vascular endothelial growth factor
References
Villanueva A. Hepatocellular carcinoma. N Engl J Med. 2019;380:1450–62.
Ferlay J, Colombet M, Soerjomataram I, et al. Cancer statistics for the year 2020: An overview. Int J Cancer (2021).
Bruix J, Qin S, Merle P, et al. Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet. 2017;389:56–66.
Kudo M, Finn RS, Qin S, et al. Lenvatinib versus sorafenib in first-line treatment of patients with unresectable hepatocellular carcinoma: a randomised phase 3 non-inferiority trial. Lancet. 2018;391:1163–73.
Zhu AX, Kang YK, Yen CJ, et al. Ramucirumab after sorafenib in patients with advanced hepatocellular carcinoma and increased alpha-fetoprotein concentrations (REACH-2): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol. 2019;20:282–96.
Kelley RK, Rimassa L, Cheng AL, et al. Cabozantinib plus atezolizumab versus sorafenib for advanced hepatocellular carcinoma (COSMIC-312): a multicentre, open-label, randomised, phase 3 trial. Lancet Oncol. 2022;23:995–1008.
Finn RS, Qin S, Ikeda M, et al. Atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma. N Engl J Med. 2020;382:1894–905.
Reig M, Forner A, Rimola J, et al. BCLC strategy for prognosis prediction and treatment recommendation: the 2022 update. J Hepatol. 2022;76:681–93.
Cheng AL, Qin S, Ikeda M, et al. Updated efficacy and safety data from IMbrave150: atezolizumab plus bevacizumab vs. sorafenib for unresectable hepatocellular carcinoma. J Hepatol. 2022;76:862–73.
Heimbach JK, Kulik LM, Finn RS, et al. AASLD guidelines for the treatment of hepatocellular carcinoma. Hepatology. 2018;67:358–80.
Kudo M, Kawamura Y, Hasegawa K, et al. Management of hepatocellular carcinoma in Japan: JSH consensus statements and recommendations 2021 update. Liver Cancer. 2021;10:181–223.
Therasse P, Arbuck SG, Eisenhauer EA, et al. New guidelines to evaluate the response to treatment in solid tumors European organization for research and treatment of cancer national cancer institute of the United States national cancer institute of Canada. J Natl Cancer Inst. 2000;92:205–16.
Lencioni R, Llovet JM. Modified RECIST (mRECIST) assessment for hepatocellular carcinoma. Semin Liver Dis. 2010;30:52–60.
Hiraoka A, Michitaka K, Kumada T, et al. Validation and Potential of Albumin-Bilirubin grade and prognostication in a nationwide survey of 46,681 hepatocellular carcinoma patients in Japan: the need for a more detailed evaluation of hepatic function. Liver Cancer. 2017;6:325–36.
Johnson PJ, Berhane S, Kagebayashi C, et al. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol. 2015;33:550–8.
Scheiner B, Pomej K, Kirstein MM, et al. Prognosis of patients with hepatocellular carcinoma treated with immunotherapy - development and validation of the CRAFITY score. J Hepatol. 2022;76:353–63.
Kuzuya T, Kawabe N, Hashimoto S, et al. Early changes in alpha-fetoprotein are a useful predictor of efficacy of atezolizumab plus bevacizumab treatment in patients with advanced hepatocellular carcinoma. Oncology. 2022;100:12–21.
Zhu AX, Dayyani F, Yen CJ, et al. Alpha-fetoprotein as a potential surrogate biomarker for atezolizumab + bevacizumab treatment of hepatocellular carcinoma. Clin Cancer Res. 2022;28:3537–45.
Eso Y, Takeda H, Taura K, et al. Pretreatment neutrophil-to-lymphocyte ratio as a predictive marker of response to atezolizumab plus bevacizumab for hepatocellular carcinoma. Curr Oncol. 2021;28:4157–66.
Hatanaka T, Kakizaki S, Hiraoka A, et al. Prognostic impact of C-reactive protein and alpha-fetoprotein in immunotherapy score in hepatocellular carcinoma patients treated with atezolizumab plus bevacizumab: a multicenter retrospective study. Hepatol Int 2022.
Myojin Y, Kodama T, Sakamori R, et al. Interleukin-6 Is a circulating prognostic biomarker for hepatocellular carcinoma patients treated with combined immunotherapy. Cancers (Basel) 2022; 14.
Liu Y, Xun Z, Ma K, et al. Identification of a tumour immune barrier in the HCC microenvironment that determines the efficacy of immunotherapy. J Hepatol 2023.
Sodhi CP, Phadke SA, Batlle D, et al. Hypoxia and high glucose cause exaggerated mesangial cell growth and collagen synthesis: role of osteopontin. Am J Physiol Renal Physiol. 2001;280:F667–74.
Noda M, Rodan GA. Transcriptional regulation of osteopontin production in rat osteoblast-like cells by parathyroid hormone. J Cell Biol. 1989;108:713–8.
Carbone F, Grossi F, Bonaventura A, et al. Baseline serum levels of osteopontin predict clinical response to treatment with nivolumab in patients with non-small cell lung cancer. Clin Exp Metastasis. 2019;36:449–56.
Shang S, Plymoth A, Ge S, et al. Identification of osteopontin as a novel marker for early hepatocellular carcinoma. Hepatology. 2012;55:483–90.
Dai J, Peng L, Fan K, et al. Osteopontin induces angiogenesis through activation of PI3K/AKT and ERK1/2 in endothelial cells. Oncogene. 2009;28:3412–22.
Wu Q, Li L, Miao C, et al. Osteopontin promotes hepatocellular carcinoma progression through inducing JAK2/STAT3/NOX1-mediated ROS production. Cell Death Dis. 2022;13:341.
Zhu Y, Yang J, Xu D, et al. Disruption of tumour-associated macrophage trafficking by the osteopontin-induced colony-stimulating factor-1 signalling sensitises hepatocellular carcinoma to anti-PD-L1 blockade. Gut. 2019;68:1653–66.
Tada T, Kumada T, Hiraoka A, et al. Impact of modified albumin-bilirubin grade on survival in patients with HCC who received lenvatinib. Sci Rep. 2021;11:14474.
Acknowledgements
We thank the patients for their participation in this study. We also thank Hiromi Tanikawa, Hiroko Nagai, and Chizu Tokoro for technical assistance. We also thank Joe Barber Jr., PhD, from Edanz (www.edanz.com/ac) for editing a draft of this manuscript.
Funding
This research was supported by AMED (grant numbers 22fk0210110 and 22fk0210094) and Grants-in-Aid for Scientific Research (grant numbers 21K08020).
Author information
Authors and Affiliations
Contributions
Conceptualization, SY, TI; methodology, SY; re-sources, TI, HT, SS, HI, TK; writing—original draft preparation, RY, SY, TI; writing—review and editing, HT; supervision, MM, ST, TY, TM, EK, HT, TK; project administration, SY, TI; funding acquisition, SY. All authors have read and agreed to the published version of the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
Takanori Ito received speaker’s fees from Chugai Pharmaceutical Co., Ltd. Masatoshi Ishigami received grants from Chugai Pharmaceutical Co., Ltd. Hidenori Toyoda received speaker’s fees from AbbVie, Bayer, Gilead, Terumo, and Eisai. Takumi Kawaguchi received speaker’s fees from Janssen Pharmaceutical K.K., Mitsubishi Tanabe Pharma Corporation, Taisho Pharmaceutical Co., Ltd., Otsuka Pharmaceutical Co., Ltd., and EA Pharma Co., Ltd., Tatsuya Kanto received speaker’s fees from AbbVie and Gilead Sciences. All other authors have no conflict to disclose.
Ethical approval
The study protocol was approved by the ethics committees of the National Center for Global Health and Medicine (NCGM-G-003440–00, NCGM-G-004124–00), Nagoya University (2020–0373), and Kurume University (18246, 19055).
Informed consent
Informed consent was obtained from the subjects.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yamauchi, R., Ito, T., Yoshio, S. et al. Serum osteopontin predicts the response to atezolizumab plus bevacizumab in patients with hepatocellular carcinoma. J Gastroenterol 58, 565–574 (2023). https://doi.org/10.1007/s00535-023-01985-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00535-023-01985-w