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Updated: Jun 5, 2026

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Published on: February 2, 2024
Gene expression signature of the gross morphology in hepatocellular carcinoma
Ayano Murakata1, Shinji Tanaka, Kaoru Mogushi
1Department of Hepato-Biliary-Pancreatic Surgery, Tokyo, Japan.
Objective:
To evaluate the gene expression signature of hepatocellular carcinoma (HCC) in relation to the gross morphology.
Background:
Eggel's nodular type of HCC is morphologically subclassified into the single nodular (SN) type, the single nodular type with extranodular growth (SNEG), and the confluent multinodular (CM) type, but their biomolecular differences remain unclear.
Methods:
The clinicopathological characteristics and genome-wide gene expressions were analyzed in 275 patients with nodular-type HCC (124 SN-type, 91 SNEG-type, and 60 CM-type) who received curative hepatectomy.
Results:
Significantly poor prognosis was recognized in CM types in overall survival (P = 0.0020) and recurrence-free survival (P = 0.0066). Analysis of the genome-wide expression patterns revealed significant difference of CM-type HCC from either SN- or SNEG-type HCC. In particular, a stem cell marker EpCAM was dominantly expressed in CM-type HCC. Immunohistochemical studies confirmed the specific expression of EpCAM in HCC cancer cells of CM type. In multivariate analysis, the gross morphology of CM type was significantly associated with EpCAM expression (P = 0.0092), α-fetoprotein (P = 0.0424), "lens culinaris agglutinin-reactive fraction of α-fetoprotein" level (P = 0.0288), and the portal vein invasion (P = 0.0150). Furthermore, EpCAM was predictive for poor prognosis in overall and recurrence-free survivals of patients with CM-type HCC (P = 0.0082 and P = 0.0043, respectively).
Conclusion:
Our studies suggest that the distinct signature of gene expression is closely related to morphological progression in HCC. Especially, EpCAM might play a critical role in the aggressiveness of CM-type HCC.
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