Abstract
Background
Liquid biopsies, particularly those involving circulating tumor DNA (ctDNA), are rapidly emerging as a non-invasive alternative to tumor biopsies. However, clinical applications of ctDNA analysis in hepatocellular carcinoma (HCC) have not been fully elucidated.
Methods
We measured the amount of plasma-derived cell-free DNA (cfDNA) in HCC patients before (n = 100) and a few days after treatment (n = 87), including radiofrequency ablation, transarterial chemoembolization, and molecular-targeted agents (MTAs), and prospectively analyzed their associations with clinical parameters and prognosis. TERT promoter mutations in cfDNA were analyzed using droplet digital PCR. Furthermore, we performed a comprehensive mutational analysis of post-treatment cfDNA via targeted ultra-deep sequencing (22,000× coverage) in a panel of 275 cancer-related genes in selected patients.
Results
Plasma cfDNA levels increased significantly according to HCC clinical stage, and a high cfDNA level was independently associated with a poor prognosis. TERT promoter mutations were detected in 45% of all cases but were not associated with any clinical characteristics. cfDNA levels increased significantly a few days after treatment, and a greater increase in post-treatment cfDNA levels was associated with a greater therapeutic response to MTAs. The detection rate of TERT mutations increased to 57% using post-treatment cfDNA, suggesting that the ctDNA was enriched. Targeted ultra-deep sequencing using post-treatment cfDNA after administering lenvatinib successfully detected various gene mutations and obtained promising results in lenvatinib-responsive cases.
Conclusions
Post-treatment cfDNA analysis may facilitate the construction of biomarkers for predicting MTA treatment effects.
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Data availability
All data generated or analyzed during this study are included in this published article.
Abbreviations
- HCC:
-
Hepatocellular carcinoma
- ctDNA:
-
Circulating tumor DNA
- cfDNA:
-
Cell-free DNA
- RFA:
-
Radiofrequency ablation
- TACE:
-
Transarterial chemoembolization
- MTA:
-
Molecular-targeted agent
- BCLC staging system:
-
Barcelona clinic liver cancer staging system
- AFP:
-
Alpha-fetoprotein
- AFP-L3:
-
Lens culinaris agglutinin-reactive fraction of AFP
- DCP:
-
Des-gamma-carboxy prothrombin
- ddPCR:
-
Droplet digital PCR
- TERT:
-
Telomerase reverse transcriptase
References
Villanueva A. Hepatocellular Carcinoma. N Engl J Med. 2019;380:1450–62.
Llovet JM, Ricci S, Mazzaferro V, et al. Sorafenib in advanced hepatocellular carcinoma. N Engl J Med. 2008;359:378–90.
Cheng A-L, Kang Y-K, Chen Z, et al. Efficacy and safety of sorafenib in patients in the Asia–Pacific region with advanced hepatocellular carcinoma: a phase III randomised, double-blind, placebo-controlled trial. Lancet Oncol. 2009;10:25–34.
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.
Abou-Alfa GK, Meyer T, Cheng AL, et al. Cabozantinib in patients with advanced and progressing hepatocellular carcinoma. N Engl J Med. 2018;379:54–63.
Zhu AX, Kang Y-K, Yen C-J, et al. Ramucirumab after sorafenib in patients with advanced hepatocellular carcinoma and increased α-fetoprotein concentrations (REACH-2): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol. 2019;20:282–96.
El-Khoueiry AB, Sangro B, Yau T, et al. Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open-label, non-comparative, phase 1/2 dose escalation and expansion trial. Lancet. 2017;389:2492–502.
Finn RS, Ryoo BY, Merle P, et al. Pembrolizumab as second-line therapy in patients with advanced hepatocellular carcinoma in KEYNOTE-240: a randomized, double-blind, phase III trial. J Clin Oncol. 2020;38:193–202.
Finn RS, Qin S, Ikeda M, et al. Atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma. N Engl J Med. 2020;382:1894–905.
Schwarzenbach H, Hoon DS, Pantel K. Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer. 2011;11:426–37.
Corcoran RB, Chabner BA. Application of cell-free DNA analysis to cancer treatment. N Engl J Med. 2018;379:1754–65.
Stigliano R, Marelli L, Yu D, et al. Seeding following percutaneous diagnostic and therapeutic approaches for hepatocellular carcinoma. What is the risk and the outcome? Seeding risk for percutaneous approach of HCC. Cancer Treat Rev. 2007;33:437–47.
Ng CKY, Di Costanzo GG, Terracciano LM, et al. Circulating cell-free DNA in hepatocellular carcinoma: current insights and outlook. Front Med (Lausanne). 2018;5:78.
Cai ZX, Chen G, Zeng YY, et al. Circulating tumor DNA profiling reveals clonal evolution and real-time disease progression in advanced hepatocellular carcinoma. Int J Cancer. 2017;141:977–85.
Huang A, Zhao X, Yang XR, et al. Circumventing intratumoral heterogeneity to identify potential therapeutic targets in hepatocellular carcinoma. J Hepatol. 2017;67:293–301.
Ng CKY, Di Costanzo GG, Tosti N, et al. Genetic profiling using plasma-derived cell-free DNA in therapy-naive hepatocellular carcinoma patients: a pilot study. Ann Oncol. 2018;29:1286–91.
Labgaa I, Villacorta-Martin C, D’Avola D, et al. A pilot study of ultra-deep targeted sequencing of plasma DNA identifies driver mutations in hepatocellular carcinoma. Oncogene. 2018;37:3740–52.
Kaseb AO, Sanchez NS, Sen S, et al. Molecular profiling of hepatocellular carcinoma using circulating cell-free DNA. Clin Cancer Res. 2019;25:6107–18.
Bruix J, Sherman M. American association for the study of Liver D. Management of hepatocellular carcinoma: an update. Hepatology. 2011;53:1020–2.
Rago C, Huso DL, Diehl F, et al. Serial assessment of human tumor burdens in mice by the analysis of circulating DNA. Cancer Res. 2007;67:9364–70.
Takai E, Totoki Y, Nakamura H, et al. Clinical utility of circulating tumor DNA for molecular assessment in pancreatic cancer. Sci Rep. 2015;5:18425.
McEvoy AC, Calapre L, Pereira MR, et al. Sensitive droplet digital PCR method for detection of TERT promoter mutations in cell free DNA from patients with metastatic melanoma. Oncotarget. 2017;8:78890–900.
Nault JC, Mallet M, Pilati C, et al. High frequency of telomerase reverse-transcriptase promoter somatic mutations in hepatocellular carcinoma and preneoplastic lesions. Nat Commun. 2013;4:2218.
Eisenhauer EA, Therasse P, Bogaerts J, et al. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.
Lencioni R, Llovet JM. Modified RECIST (mRECIST) assessment for hepatocellular carcinoma. Semin Liver Dis. 2010;30:52–60.
Xu C, Gu X, Padmanabhan R, et al. smCounter2: an accurate low-frequency variant caller for targeted sequencing data with unique molecular identifiers. Bioinformatics. 2019;35:1299–309.
Flicek P, Amode MR, Barrell D, et al. Ensembl 2014. Nucleic Acids Res. 2014;42:D749–55.
Cingolani P, Platts A, Le Wang L, et al. A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3. Fly (Austin). 2012;6:80–92.
Cancer Genome Atlas Research Network. Comprehensive and integrative genomic characterization of hepatocellular carcinoma. Cell. 2017;169(1327–41):e23.
Leon SA, Shapiro B, Sklaroff DM, et al. Free DNA in the serum of cancer patients and the effect of therapy. Cancer Res. 1977;37:646–50.
Stroun M, Anker P, Lyautey J, et al. Isolation and characterization of DNA from the plasma of cancer patients. Eur J Cancer Clin Oncol. 1987;23:707–12.
Ren N, Qin LX, Tu H, et al. The prognostic value of circulating plasma DNA level and its allelic imbalance on chromosome 8p in patients with hepatocellular carcinoma. J Cancer Res Clin Oncol. 2006;132:399–407.
Tokuhisa Y, Iizuka N, Sakaida I, et al. Circulating cell-free DNA as a predictive marker for distant metastasis of hepatitis C virus-related hepatocellular carcinoma. Br J Cancer. 2007;97:1399–403.
Howell J, Atkinson SR, Pinato DJ, et al. Identification of mutations in circulating cell-free tumour DNA as a biomarker in hepatocellular carcinoma. Eur J Cancer. 2019;116:56–66.
Krenzien F, Katou S, Papa A, et al. Increased cell-free DNA plasma concentration following liver transplantation is linked to portal hepatitis and inferior survival. J Clin Med. 2020;9:1543.
Liao W, Mao Y, Ge P, et al. Value of quantitative and qualitative analyses of circulating cell-free DNA as diagnostic tools for hepatocellular carcinoma: a meta-analysis. Medicine (Baltimore). 2015;94:e722.
Jiao J, Watt GP, Stevenson HL, et al. Telomerase reverse transcriptase mutations in plasma DNA in patients with hepatocellular carcinoma or cirrhosis: prevalence and risk factors. Hepatol Commun. 2018;2:718–31.
Ako S, Nouso K, Kinugasa H, et al. Human telomerase reverse transcriptase gene promoter mutation in serum of patients with hepatocellular carcinoma. Oncology. 2020;98:311–7.
Akuta N, Suzuki F, Kobayashi M, et al. Detection of TERT promoter mutation in serum cell-free DNA using wild-type blocking PCR combined with Sanger sequencing in hepatocellular carcinoma. J Med Virol. 2020. https://doi.org/10.1002/jmv.25724 (online ahead of print).
Chuma M, Uojima H, Numata K, et al. Early changes in circulating FGF19 and Ang-2 levels as possible predictive biomarkers of clinical response to Lenvatinib therapy in hepatocellular carcinoma. Cancers (Basel). 2020;12:293.
Teufel M, Seidel H, Kochert K, et al. Biomarkers associated with response to regorafenib in patients with hepatocellular carcinoma. Gastroenterology. 2019;156:1731–41.
Fujita A, Ochi N, Fujimaki H, et al. A novel WTX mutation in a female patient with osteopathia striata with cranial sclerosis and hepatoblastoma. Am J Med Genet A. 2014;164:998–1002.
Fujimoto A, Totoki Y, Abe T, et al. Whole-genome sequencing of liver cancers identifies etiological influences on mutation patterns and recurrent mutations in chromatin regulators. Nat Genet. 2012;44:760–4.
Guan C, He L, Chang Z, et al. ZNF774 is a potent suppressor of hepatocarcinogenesis through dampening the NOTCH2 signaling. Oncogene. 2020;39:1665–80.
Sanchez-Vega F, Mina M, Armenia J, et al. Oncogenic signaling pathways in the cancer genome atlas. Cell. 2018;173(321–37):e10.
Ono A, Fujimoto A, Yamamoto Y, et al. Circulating tumor DNA analysis for liver cancers and its usefulness as a liquid biopsy. Cell Mol Gastroenterol Hepatol. 2015;1:516–34.
Funding
This research was supported by Bristol-Myers Squibb Research Grant, Takeda Science Foundation, MSD Life Science Foundation, The Naito Foundation, Life Science Foundation of Japan, The Cell Science Research Foundation (H.N.), the Charitable Trust Laboratory Medicine Research Foundation of Japan (M.S.), JSPS KAKENHI Grant Numbers JP18K15741 (T.N.), JP18H02789 (H.N.), and JP20K08352 (R.T.), and the Research Program on Hepatitis from Japan Agency for Medical Research and Development (AMED) under Grant Number JP18fk0210040, JP19fk0210040, JP20fk0210040 (H.N. and K.K.), JP19fk0210059, and JP20fk0210059 (H.N.).
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TN, HN: conceptualization; TN, HN: data curation; TN, HN: formal analysis; YH, TW, TY, MNK, RN, MS, TM, KU, KE, YK, YT: material support; TK, MO: technical support; TN: drafting of the manuscript; HN, RT: critical review of the manuscript; RT, KK: study supervision.
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The study protocol was approved by the University of Tokyo Medical Research Center Ethics Committee (Approval Number: 11839).
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Nakatsuka, T., Nakagawa, H., Hayata, Y. et al. Post-treatment cell-free DNA as a predictive biomarker in molecular-targeted therapy of hepatocellular carcinoma. J Gastroenterol 56, 456–469 (2021). https://doi.org/10.1007/s00535-021-01773-4
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DOI: https://doi.org/10.1007/s00535-021-01773-4