Abstract
Hepatocellular carcinoma (HCC), a major type of liver cancer, is a clinically and biologically heterogeneous malignancy. Recent advances in next-generation sequencing (NGS), a massively parallel nucleotide sequencing technology, allow researchers for cost-effective and simultaneous identification of genetic alterations, transcriptomic changes at much greater sensitivity, and accuracy. A large scale of mutational screening, gene expression examination, and their integration via NGS have been done in HCCs. These studies may enable the identification of new HCC genetic drivers and provide clues for HCC treatment using molecular-targeted therapies. The recent HCC NGS studies in this decade and their potential clinical utilization, with a focus on HCC heterogeneity, are discussed in this chapter.
References
Farazi PA, DePinho RA. Hepatocellular carcinoma pathogenesis: from genes to environment. Nat Rev Cancer. 2006;6:674–87.
Thorgeirsson SS, Grisham JW. Molecular pathogenesis of human hepatocellular carcinoma. Nat Genet. 2002;31:339–46.
Llovet JM, et al. Hepatocellular carcinoma. Lancet. 2003;362:1907–17.
Lozano R, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380:2095–128.
El-Serag HB. Epidemiology of viral hepatitis and hepatocellular carcinoma. Gastroenterology. 2012;142:1264–73.e1.
Arzumanyan A, et al. Pathogenic mechanisms in HBV- and HCV-associated hepatocellular carcinoma. Nat Rev Cancer. 2013;13:123–35.
Pujol FH, et al. Worldwide genetic diversity of HBV genotypes and risk of hepatocellular carcinoma. Cancer Lett. 2009;286:80–8.
Forner A, et al. Hepatocellular carcinoma. Lancet. 2012;379:1245–55.
Levrero M. Viral hepatitis and liver cancer: the case of hepatitis C. Oncogene. 2006;25:3834–47.
Fattovich G, et al. Hepatocellular carcinoma in cirrhosis: incidence and risk factors. Gastroenterology. 2004;127:S35–50.
Romeo R, et al. High serum levels of HDV RNA are predictors of cirrhosis and liver cancer in patients with chronic hepatitis delta. PLoS One. 2014;9:e92062.
Boffetta P, Hashibe M. Alcohol and cancer. Lancet Oncol. 2006;7:149–56.
El-Serag HB. Hepatocellular carcinoma. N Engl J Med. 2011;365:1118–27.
Hartling L, et al. Association between alcohol consumption and cancers in the Chinese population—a systematic review and meta-analysis. PLoS One. 2011;6:e18776.
Baffy G, et al. Hepatocellular carcinoma in non-alcoholic fatty liver disease: an emerging menace. J Hepatol. 2012;56:1384–91.
Nobili V, et al. A 360-degree overview of paediatric NAFLD: recent insights. J Hepatol. 2013;58:1218–29.
Calle EE, et al. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of US adults. N Engl J Med. 2003;348:1625–38.
Larsson S, Wolk A. Overweight, obesity and risk of liver cancer: a meta-analysis of cohort studies. Br J Cancer. 2007;97:1005–8.
Arase Y, et al. Effect of type 2 diabetes on risk for malignancies includes hepatocellular carcinoma in chronic hepatitis C. Hepatology. 2013;57:964–73.
Hsiang JC, et al. Type 2 diabetes: a risk factor for liver mortality and complications in hepatitis B cirrhosis patients. J Gastroenterol Hepatol. 2015;30:591–9.
Lai MS, et al. Type 2 diabetes and hepatocellular carcinoma: a cohort study in high prevalence area of hepatitis virus infection. Hepatology. 2006;43:1295–302.
Feitelson MA, et al. Genetic mechanisms of hepatocarcinogenesis. Oncogene. 2002;21:2593–604.
Nault JC, Zucman-Rossi J. Genetics of hepatocellular carcinoma: the next generation. J Hepatol. 2014;60:224–6.
Roncalli M, et al. Histopathological classification of hepatocellular carcinoma. Dig Liver Dis. 2010;42(Suppl 3):S228–34.
Severi T, et al. Tumor initiation and progression in hepatocellular carcinoma: risk factors, classification, and therapeutic targets. Acta Pharmacol Sin. 2010;31:1409–20.
Park JW, et al. Global patterns of hepatocellular carcinoma management from diagnosis to death: the BRIDGE Study. Liver Int. 2015;35:2155–66.
Villanueva A, et al. Hepatocellular carcinoma: novel molecular approaches for diagnosis, prognosis, and therapy. Annu Rev Med. 2010;61:317–28.
Bruix J, et al. Focus on hepatocellular carcinoma. Cancer Cell. 2004;5:215–9.
Yau T, et al. Development of Hong Kong Liver Cancer staging system with treatment stratification for patients with hepatocellular carcinoma. Gastroenterology. 2014;146:1691–700.e3.
Kudo M, et al. Prognostic staging system for hepatocellular carcinoma (CLIP score): its value and limitations, and a proposal for a new staging system, the Japan Integrated Staging Score (JIS score). J Gastroenterol. 2003;38:207–15.
Okuda K, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Study of 850 patients. Cancer. 1985;56:918–28.
Forner A, et al. Treatment of intermediate-stage hepatocellular carcinoma. Nat Rev Clin Oncol. 2014;11:525–35.
Quetglas IM, et al. Integration of genomic information in the clinical management of HCC. Best Pract Res Clin Gastroenterol. 2014;28:831–42.
Budhu A, et al. Identification of metastasis-related microRNAs in hepatocellular carcinoma. Hepatology. 2008;47:897–907.
Budhu A, et al. Integrated metabolite and gene expression profiles identify lipid biomarkers associated with progression of hepatocellular carcinoma and patient outcomes. Gastroenterology. 2013;144:1066–75.e1.
Ji J, Wang XW. New kids on the block: diagnostic and prognostic microRNAs in hepatocellular carcinoma. Cancer Biol Ther. 2009;8:1686–93.
Ji J, et al. Identification of microRNA-181 by genome-wide screening as a critical player in EpCAM-positive hepatic cancer stem cells. Hepatology. 2009;50:472–80.
Ji J, et al. Let-7g targets collagen type I alpha2 and inhibits cell migration in hepatocellular carcinoma. J Hepatol. 2010;52:690–7.
Ji J, et al. Identification of microRNAs specific for epithelial cell adhesion molecule-positive tumor cells in hepatocellular carcinoma. Hepatology. 2015;62:829–40.
Kim JW, et al. Cancer-associated molecular signature in the tissue samples of patients with cirrhosis. Hepatology. 2004;39:518–27.
Lee JS, et al. Classification and prediction of survival in hepatocellular carcinoma by gene expression profiling. Hepatology. 2004;40:667–76.
Yamashita T, et al. EpCAM-positive hepatocellular carcinoma cells are tumor-initiating cells with stem/progenitor cell features. Gastroenterology. 2009;136:1012–24.
Ye QH, et al. Predicting hepatitis B virus-positive metastatic hepatocellular carcinomas using gene expression profiling and supervised machine learning. Nat Med. 2003;9:416–23.
Parpart S, et al. Modulation of miR-29 expression by alpha-fetoprotein is linked to the hepatocellular carcinoma epigenome. Hepatology. 2014;60:872–83.
Honda M, et al. Differential gene expression between chronic hepatitis B and C hepatic lesion. Gastroenterology. 2001;120:955–66.
Hashimoto K, et al. Analysis of DNA copy number aberrations in hepatitis C virus-associated hepatocellular carcinomas by conventional CGH and array CGH. Mod Pathol. 2004;17:617–22.
Huang J, et al. Correlation between genomic DNA copy number alterations and transcriptional expression in hepatitis B virus-associated hepatocellular carcinoma. FEBS Lett. 2006;580:3571–81.
Boyault S, et al. Transcriptome classification of HCC is related to gene alterations and to new therapeutic targets. Hepatology. 2007;45:42–52.
Zucman-Rossi J, et al. Genetic landscape and biomarkers of hepatocellular carcinoma. Gastroenterology. 2015;149:1226–39.e4.
Yamashita T, et al. EpCAM and alpha-fetoprotein expression defines novel prognostic subtypes of hepatocellular carcinoma. Cancer Res. 2008;68:1451–61.
Ji J, et al. MicroRNA expression, survival, and response to interferon in liver cancer. N Engl J Med. 2009;361:1437–47.
Ji J, et al. Development of a miR-26 companion diagnostic test for adjuvant interferon-alpha therapy in hepatocellular carcinoma. Int J Biol Sci. 2013;9:303–12.
Margulies M, et al. Genome sequencing in microfabricated high-density picolitre reactors. Nature. 2005;437:376–80.
Eid J, et al. Real-time DNA sequencing from single polymerase molecules. Science. 2009;323:133–8.
Metzker ML. Sequencing technologies—the next generation. Nat Rev Genet. 2010;11:31–46.
Rothberg JM, Leamon JH. The development and impact of 454 sequencing. Nat Biotechnol. 2008;26:1117–24.
Ronaghi M, et al. Real-time DNA sequencing using detection of pyrophosphate release. Anal Biochem. 1996;242:84–9.
Feng YJ, et al. Parallel tagged amplicon sequencing of relatively long PCR products using the Illumina HiSeq platform and transcriptome assembly. Mol Ecol Resour. 2016;16:91–102.
Jeon YS, et al. Improved pipeline for reducing erroneous identification by 16S rRNA sequences using the Illumina MiSeq platform. J Microbiol. 2015;53:60–9.
Morozova O, Marra MA. Applications of next-generation sequencing technologies in functional genomics. Genomics. 2008;92:255–64.
Cloonan N, et al. Stem cell transcriptome profiling via massive-scale mRNA sequencing. Nat Methods. 2008;5:613–9.
Valouev A, et al. A high-resolution, nucleosome position map of C. elegans reveals a lack of universal sequence-dictated positioning. Genome Res. 2008;18:1051–63.
Quail MA, et al. A tale of three next generation sequencing platforms: comparison of Ion Torrent, Pacific Biosciences and Illumina MiSeq sequencers. BMC Genomics. 2012;13:341.
Schadt EE, et al. A window into third-generation sequencing. Hum Mol Genet. 2010;19:R227–40.
Buermans HP, den Dunnen JT. Next generation sequencing technology: advances and applications. Biochim Biophys Acta. 2014;1842:1932–41.
Wheeler DA, et al. The complete genome of an individual by massively parallel DNA sequencing. Nature. 2008;452:872–6.
Meyerson M, et al. Advances in understanding cancer genomes through second-generation sequencing. Nat Rev Genet. 2010;11:685–96.
Shendure J, Ji H. Next-generation DNA sequencing. Nat Biotechnol. 2008;26:1135–45.
Brechot C, et al. Presence of integrated hepatitis B virus DNA sequences in cellular DNA of human hepatocellular carcinoma. Nature. 1980;286:533–5.
Fujimoto A, 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.
Paterlini-Brechot P, et al. Hepatitis B virus-related insertional mutagenesis occurs frequently in human liver cancers and recurrently targets human telomerase gene. Oncogene. 2003;22:3911–6.
Sung WK, et al. Genome-wide survey of recurrent HBV integration in hepatocellular carcinoma. Nat Genet. 2012;44:765–9.
Toh ST, et al. Deep sequencing of the hepatitis B virus in hepatocellular carcinoma patients reveals enriched integration events, structural alterations and sequence variations. Carcinogenesis. 2013;34:787–98.
Li W, et al. HIVID: an efficient method to detect HBV integration using low coverage sequencing. Genomics. 2013;102:338–44.
Totoki Y, et al. Trans-ancestry mutational landscape of hepatocellular carcinoma genomes. Nat Genet. 2014;46:1267–73.
Pawlotsky JM. Hepatitis C virus population dynamics during infection. Curr Top Microbiol Immunol. 2006;299:261–84.
Park CW, et al. Comparison of quasispecies diversity of HCV between chronic hepatitis c and hepatocellular carcinoma by Ultradeep pyrosequencing. Biomed Res Int. 2014;2014:853076.
Miura M, et al. Deep-sequencing analysis of the association between the quasispecies nature of the hepatitis C virus core region and disease progression. J Virol. 2013;87:12541–51.
Jiang JH, et al. Clinical significance of the ubiquitin ligase UBE3C in hepatocellular carcinoma revealed by exome sequencing. Hepatology. 2014;59:2216–27.
Guichard C, et al. Integrated analysis of somatic mutations and focal copy-number changes identifies key genes and pathways in hepatocellular carcinoma. Nat Genet. 2012;44:694–8.
Jhunjhunwala S, et al. Diverse modes of genomic alteration in hepatocellular carcinoma. Genome Biol. 2014;15:436.
Schulze K, et al. Exome sequencing of hepatocellular carcinomas identifies new mutational signatures and potential therapeutic targets. Nat Genet. 2015;47:505–11.
Forbes SA, et al. COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer. Nucleic Acids Res. 2011;39:D945–50.
Forbes SA, et al. COSMIC (the Catalogue of Somatic Mutations in Cancer): a resource to investigate acquired mutations in human cancer. Nucleic Acids Res. 2010;38:D652–7.
Cleary SP, et al. Identification of driver genes in hepatocellular carcinoma by exome sequencing. Hepatology. 2013;58:1693–702.
Li M, et al. Inactivating mutations of the chromatin remodeling gene ARID2 in hepatocellular carcinoma. Nat Genet. 2011;43:828–9.
Lin KT, et al. Identification of latent biomarkers in hepatocellular carcinoma by ultra-deep whole-transcriptome sequencing. Oncogene. 2014;33:4786–94.
Kan Z, et al. Whole-genome sequencing identifies recurrent mutations in hepatocellular carcinoma. Genome Res. 2013;23:1422–33.
Marquardt JU, et al. Sequential transcriptome analysis of human liver cancer indicates late stage acquisition of malignant traits. J Hepatol. 2014;60:346–53.
Fernandez-Banet J, et al. Decoding complex patterns of genomic rearrangement in hepatocellular carcinoma. Genomics. 2014;103:189–203.
Xu H, et al. Non-invasive analysis of genomic copy number variation in patients with hepatocellular carcinoma by next generation DNA sequencing. J Cancer. 2015;6:247–53.
Chen Y, et al. Exome capture sequencing reveals new insights into hepatitis B virus-induced hepatocellular carcinoma at the early stage of tumorigenesis. Oncol Rep. 2013;30:1906–12.
Meerzaman DM, et al. Genome-wide transcriptional sequencing identifies novel mutations in metabolic genes in human hepatocellular carcinoma. Cancer Genomics Proteomics. 2014;11:1–12.
Murakami Y, et al. Comparison of hepatocellular carcinoma miRNA expression profiling as evaluated by next generation sequencing and microarray. PLoS One. 2014;9:e106314.
Wojcicka A, et al. Next generation sequencing reveals microRNA isoforms in liver cirrhosis and hepatocellular carcinoma. Int J Biochem Cell Biol. 2014;53:208–17.
Law PT, et al. Deep sequencing of small RNA transcriptome reveals novel non-coding RNAs in hepatocellular carcinoma. J Hepatol. 2013;58:1165–73.
Selitsky SR, et al. Small tRNA-derived RNAs are increased and more abundant than microRNAs in chronic hepatitis B and C. Sci Rep. 2015;5:7675.
Merrick BA, et al. RNA-Seq profiling reveals novel hepatic gene expression pattern in aflatoxin B1 treated rats. PLoS One. 2013;8:e61768.
Yang W, et al. Genome-wide miRNA-profiling of aflatoxin B1-induced hepatic injury using deep sequencing. Toxicol Lett. 2014;226:140–9.
Chan KC, et al. Noninvasive detection of cancer-associated genome-wide hypomethylation and copy number aberrations by plasma DNA bisulfite sequencing. Proc Natl Acad Sci U S A. 2013;110:18761–8.
Shen J, et al. Integrative epigenomic and genomic filtering for methylation markers in hepatocellular carcinomas. BMC Med Genet. 2015;8:28.
Janku F, et al. Identification of novel therapeutic targets in the PI3K/AKT/mTOR pathway in hepatocellular carcinoma using targeted next generation sequencing. Oncotarget. 2014;5:3012–22.
Kelley RK, et al. Circulating tumor cells in hepatocellular carcinoma: a pilot study of detection, enumeration, and next-generation sequencing in cases and controls. BMC Cancer. 2015;15:206.
Ouyang L, et al. Whole-genome sequencing of matched primary and metastatic hepatocellular carcinomas. BMC Med Genet. 2014;7:2.
Chapman PB, et al. Improved survival with vemurafenib in melanoma with BRAF V600E mutation. N Engl J Med. 2011;364:2507–16.
Chapman PB, et al. Frontline approach to metastatic BRAF-mutant melanoma diagnosis, molecular evaluation, and treatment choice. Am Soc Clin Oncol Educ Book. 2014;34:e412–21.
Kwak EL, et al. Anaplastic lymphoma kinase inhibition in non-small-cell lung cancer. N Engl J Med. 2010;363:1693–703.
Llovet JM, et al. Sorafenib in advanced hepatocellular carcinoma. N Engl J Med. 2008;359:378–90.
Totoki Y, et al. High-resolution characterization of a hepatocellular carcinoma genome. Nat Genet. 2011;43:464–9.
Ding D, et al. Recurrent targeted genes of hepatitis B virus in the liver cancer genomes identified by a next-generation sequencing-based approach. PLoS Genet. 2012;8:e1003065.
Huang J, et al. Exome sequencing of hepatitis B virus-associated hepatocellular carcinoma. Nat Genet. 2012;44:1117–21.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Wei, X., Liu, N., Wang, X.W., Ji, J. (2018). Genomics Studies in Hepatocellular Carcinoma via Next-Generation Sequencing. In: Liu, C. (eds) Precision Molecular Pathology of Liver Cancer. Molecular Pathology Library. Springer, Cham. https://doi.org/10.1007/978-3-319-68082-8_4
Download citation
DOI: https://doi.org/10.1007/978-3-319-68082-8_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-68080-4
Online ISBN: 978-3-319-68082-8
eBook Packages: MedicineMedicine (R0)