Surgery
Volume 147, Issue 3 , Pages 405-414, March 2010

Gene-expression phenotypes for vascular invasiveness of hepatocellular carcinomas

  • Shinji Tanaka, MD, PhD, FACS

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
    • Information Center for Medical Sciences, Tokyo Medical and Dental University, Tokyo, Japan
    • Corresponding Author InformationReprint requests: Shinji Tanaka, MD, PhD, FACS, Department of Hepato-Biliary-Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8519, Japan.
  • ,
  • Kaoru Mogushi, PhD

      Affiliations

    • Information Center for Medical Sciences, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Mahmut Yasen, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
    • Information Center for Medical Sciences, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Norio Noguchi, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Atsushi Kudo, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Noriaki Nakamura, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Koji Ito, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Yoshio Miki, MD, PhD

      Affiliations

    • Medical Research Institute, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Johji Inazawa, MD, PhD

      Affiliations

    • Medical Research Institute, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Hiroshi Tanaka, PhD

      Affiliations

    • Information Center for Medical Sciences, Tokyo Medical and Dental University, Tokyo, Japan
  • ,
  • Shigeki Arii, MD, PhD

      Affiliations

    • Department of Hepato-Biliary-Pancreatic Surgery, Tokyo Medical and Dental University, Tokyo, Japan

Accepted 29 September 2009. published online 30 November 2009.

Background

Gross vascular invasion is a well-established prognostic indicator in hepatocellular carcinoma (HCC), but the biological significance of microscopic invasion remains unclear.

Methods

Curatively resected primary HCCs were classified retrospectively into 3 groups: HCCs without vascular invasion (V0), HCCs with microvascular invasion (V1), and HCCs with macrovascular invasion (V2). Microarray profiling of patients with V0, V1, and V2 using Jonckheere-Terpstra (JT) tests and Wilcoxon rank sum tests was performed.

Results

Distinct patterns of gene expression were demonstrated between V0 and V2 groups; less (L) and highly (H) invasive phenotypes, respectively. It is noteworthy that 2 dendrograms by the hierarchical clustering provided exactly the same assignment results for V1 cases that were thus separated into L and H gene-expression phenotypes. Marked differences were found in overall (P < .001) and tumor-free survival (P < .001) between L and H gene-expression phenotypes. Multivariate analyses indicated that the phenotypes of the patterns of gene expression, rather than the clinicopathologic markers of vascular invasion, were independent predictors of tumor recurrence (P = .031). Using the gene-expression patterns identified by both JT and Wilcoxon rank sum test analyses, other V1 cases validated these differences in tumor-free survivals between gene-expression phenotypes within the group (P = .039).

Conclusion

Gene profiling suggested that microvascular invasiveness consisted of a classable mixture of 2 distinct phenotypes. Thus, gene-array analyses may have clinical benefit, because they may in fact be more predictive than other clinical factors.

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 Supported by Special Coordination Funds for Promoting Science & Technology (Japan Science & Technology Agency) and a Grant-in-Aid from the Ministry of Education, Culture, Sports, Science and Technology of Japan. S.T. is a recipient of the Japan Cancer Society Incitement Award and the Japan Society for the Promotion of Science Prize.

PII: S0039-6060(09)00607-2

doi:10.1016/j.surg.2009.09.037

Surgery
Volume 147, Issue 3 , Pages 405-414, March 2010