Laboratory Investigation
Gene Expression in Hepatocellular Carcinoma: Pilot Study of Potential Transarterial Chemoembolization Response Biomarkers

https://doi.org/10.1016/j.jvir.2014.12.610Get rights and content

Abstract

Purpose

To perform a feasibility study to explore the relationship between hepatocellular carcinoma genetics and transarterial chemoembolization treatment response to identify potential biomarkers associated with enhanced treatment efficacy.

Materials and Methods

In this single-institution study, pretreatment hepatocellular carcinoma biopsy specimens for tumors in 19 patients (14 men, five women; mean age, 59 y) treated with chemoembolization between 2007 and 2013 were analyzed for a panel of 60 chemotherapy-sensitivity, hypoxia, mitosis, and inflammatory genes with the QuantiGene Plex 2.0 mRNA detection assay. Demographic, disease, and procedure data and tumor response outcomes were collected. Quantitative mRNA levels were compared based on radiologic response between tumors exhibiting complete response (CR) versus partial response (PR).

Results

The study sample included 19 biopsy specimens from tumors (mean size, 3.0 cm; grade 1, n = 6; grade 2, n = 9; grade 3, n = 4) in patients treated with a mean of two conventional chemoembolization sessions. Thirteen and six tumors exhibited CR and PR, respectively, at a mean of 116 days after treatment. Tumors with CR showed a significant increase in (P < .05) or trend toward (P < .1) greater (range, 1.49–3.50 fold) pretreatment chemotherapy-sensitivity and mitosis (ATF4, BAX, CCNE1, KIF11, NFX1, PPP3CA, SNX1, TOP2A, and TOP2B) gene mRNA expression compared with tumors with PR, in addition to lower CXCL10 levels (0.48-fold), and had significantly (P < .05) higher (1.65-fold) baseline VEGFA levels.

Conclusions

Genetic signatures may allow prechemoembolization stratification of tumor response probability, and gene analysis may therefore offer an opportunity to personalize locoregional therapy by enhancing treatment modality allocation. Further corroboration of identified markers and exploration of their respective predictive capacity thresholds is necessary.

Section snippets

Materials and Methods

Institutional review board approval was granted for this study. Patients provided written informed consent for HCC biopsy procedures.

Tumor Pathologic Characteristics, Chemoembolization Procedures, and Tumor Response Outcomes

The 38 tumors included in the genetic analysis included grades 1 (n = 9; 24%), 2 (n = 19; 50%), and 3 (n = 10; 26%). The 19 cases assessed for outcomes correlation included tumor grades 1 (n = 6; 32%), 2 (n = 9; 47%), and 3 (n = 4; 21%).

There were no chemoembolization procedure–related complications, although four of 36 patients (11%) required hospital readmission for management of postembolization syndrome. Eighteen of 19 patients (95%) in the outcomes correlation subset complied with the

Discussion

The present investigation characterized an HCC genetic panel and assessed the potential utility of its members as markers of chemoembolization response. In comparing the relative expression of 60 genes stratified by imaging response, 11 elements that showed a statistically evident differential manifestation in tumors that showed a CR versus a PR were identified. These hereditary units spanned genes related to DNA transcription (ATF4, NFX1, TOP2A, TOP2B), cell mitosis (CCNE1, KIF11), apoptosis (

Acknowledgments

This study was funded by the University of Illinois at Chicago Cancer Center in the form of a Junior Investigator Pilot Research Grant.

The authors thank Dr. Stefan J. Green and Vaiva Liakaite of the University of Illinois at Chicago Research Resources Center DNA Services Facility for their academic and technical expertise and assistance in planning and conducting genetic analyses for this investigation.

References (52)

  • J. Bruix et al.

    American Association for the Study of Liver Disease. Management of hepatocellular carcinoma: an update

    Hepatology

    (2011)
  • L. Marelli et al.

    Transarterial therapy for hepatocellular carcinoma: which technique is more effective? A systematic review of cohort and randomized studies

    Cardiovasc Intervent Radiol

    (2007)
  • A. Riaz et al.

    Radiologic-pathologic correlation of hepatocellular carcinoma treated with chemoembolization

    Cardiovasc Intervent Radiol

    (2010)
  • U. Stampfl et al.

    Efficacy and nontarget effects of transarterial chemoembolization in bridging of hepatocellular carcinoma patients to liver transplantation: a histopathologic study

    J Vasc Interv Radiol

    (2014)
  • X.Z. Wu et al.

    Hypoxia and hepatocellular carcinoma: The therapeutic target for hepatocellular carcinoma

    J Gastroenterol Hepatol

    (2007)
  • M. Boulin et al.

    Screening of anticancer drugs for chemoembolization of hepatocellular carcinoma

    Anticancer Drugs

    (2011)
  • S. Virmani et al.

    Comparison of hypoxia-inducible factor-1alpha expression before and after transcatheter arterial embolization in rabbit VX2 liver tumors

    J Vasc Interv Radiol

    (2008)
  • J.A. Forsythe et al.

    Activation of vascular endothelial growth factor gene transcription by hypoxia-inducible factor 1

    Mol Cell Biol

    (1996)
  • Y.N. Park et al.

    Increased expression of vascular endothelial growth factor and angiogenesis in the early stage of multistep hepatocarcinogenesis

    Arch Pathol Lab Med

    (2000)
  • R.T. Poon et al.

    Tumor microvessel density as a predictor of recurrence after resection of hepatocellular carcinoma: a prospective study

    J Clin Oncol

    (2002)
  • D. Marshall et al.

    The changing face of percutaneous image-guided biopsy: molecular profiling and genomic analysis in current practice

    J Vasc Interv Radiol

    (2013)
  • Y. Hoshida et al.

    Gene expression in fixed tissues and outcome in hepatocellular carcinoma

    N Engl J Med

    (2008)
  • M. Moriyama et al.

    Relevance network between chemosensitivity and transcriptome in human hepatoma cells

    Mol Cancer Ther

    (2003)
  • H.A. Kim et al.

    Hypoxia-specific gene expression for ischemic disease gene therapy

    Adv Drug Deliv Rev

    (2009)
  • NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) Hepatobiliary Cancers Version 2.2014 [cited 2014...
  • B. Solomon et al.

    Chemoembolization of hepatocellular carcinoma with cisplatin, doxorubicin, mitomycin-C, Ethiodol, and polyvinyl alcohol: prospective evaluation of response and survival in a U.S. population

    J Vasc Interv Radiol

    (1999)
  • J. Bruix et al.

    Clinical management of hepatocellular carcinoma. Conclusions of the Barcelona-2000 EASL conference. European Association for the Study of the Liver

    J Hepatol

    (2001)
  • R. Gillmore et al.

    EASL and mRECIST responses are independent prognostic factors for survival in hepatocellular cancer patients treated with transarterial embolization

    J Hepatol

    (2011)
  • J. Brownell et al.

    Molecular pathways: hepatitis C virus, CXCL10, and the inflammatory road to liver cancer

    Clin Cancer Res

    (2013)
  • C.D. Mann et al.

    Prognostic molecular markers in hepatocellular carcinoma: a systematic review

    Eur J Cancer

    (2007)
  • Affymetrix Product Spotlight: New QuantiGene 80 Plex Assay. Available from:...
  • D.E. Ramsey et al.

    Chemoembolization of hepatocellular carcinoma

    J Vasc Interv Radiol

    (2002)
  • U. Warrior et al.

    Application of QuantiGene nucleic acid quantification technology for high throughput screening

    J Biomol Screen

    (2000)
  • R.D. Barber et al.

    GAPDH as a housekeeping gene: analysis of GAPDH mRNA expression in a panel of 72 human tissues

    Physiol Genomics

    (2005)
  • F.S. Philips et al.

    Acute cell death in proliferating tissues in rats

    Cancer Res

    (1967)
  • H.E. Skipper

    Kinetics of mammary tumor cell growth and implications for therapy

    Cancer

    (1971)
  • Cited by (16)

    • Targeting TOP2B as a vulnerability in aging and aging-related diseases

      2024, Biochimica et Biophysica Acta - Molecular Basis of Disease
    • Correlating serum alpha-fetoprotein in hepatocellular carcinoma with response to Yttrium-90 transarterial radioembolization with glass microspheres (TheraSphere™)

      2020, HPB
      Citation Excerpt :

      Although measurement of AFP-L3 has been examined as a screening tool for HCC,36 further work is needed to investigate its role as a marker for patients undergoing TARE. Other investigators have demonstrated the existence of a tumor gene signature associated with a complete response compared to partial response, as per the modified RECIST criteria, in patients treated with chemoembolization.37 In patients treated with radioembolization, changes in serum expression of angiogenic growth factors were blunted by treatment with concurrent sorafenib.38

    • Gene Signature Associated with Upregulation of the Wnt/β-Catenin Signaling Pathway Predicts Tumor Response to Transarterial Embolization

      2017, Journal of Vascular and Interventional Radiology
      Citation Excerpt :

      Interestingly, six of the 11 significant and marginally significant genes they identified are associated with the Wnt/β-catenin signaling pathway: BAX (27), CCNE1 (28), PP3CA (29), SNX1 (30), VEGFA (31,32), and CXCL10 (33). Further work to dissect the role of this signaling pathway in controlling response to embolization is warranted, potentially by combining our mutation-level analysis with the expression-level analysis in the study of Gaba et al (26). The approach presented here differs from that of Gaba et al (26) in several important ways, specifically (i) the focus on response to embolization to identify a hypoxia-specific signature, (ii) the use of gene mutation analysis rather than gene expression analysis and employment of next-generation sequence techniques, (iii) the inclusion of a large panel of mutations, (iv) the focus on a multivariate approach to take into account potential interactions, (v) the use of machine learning algorithms to identify a predictive gene signature that could predict tumor response, and (vi) the combination of HCC and non-HCC histologies to identify potentially common signaling pathways of hypoxia sensitivity.

    • A step closer to individualization of hepatocellular carcinoma therapy

      2015, Journal of Vascular and Interventional Radiology
    View all citing articles on Scopus

    None of the authors have identified a conflict of interest.

    View full text