Intrahepatic cholangiocarcinoma: can imaging phenotypes predict survival and tumor genetics?

Abdom Radiol (NY). 2018 Oct;43(10):2665-2672. doi: 10.1007/s00261-018-1505-4.

Abstract

Purpose: On computed tomography (CT), intrahepatic cholangiocarcinomas (ICC) are a visibly heterogeneous group of tumors. The purpose of this study was to investigate the associations between CT imaging phenotypes, patient survival, and known genetic markers.

Methods: A retrospective study was performed with 66 patients with surgically resected ICC. Pre-surgical CT images of ICC were assessed by radiologists blinded to tumor genetics and patient clinical data. Associations between qualitative imaging features and overall survival (OS) and disease-free survival (DFS) were performed with Cox proportional hazards regression and visualized with Kaplan-Meier plots. Associations between radiographic features and genetic pathways (IDH1, Chromatin and RAS-MAPK) were assessed with Fisher's Exact test and the Wilcoxon Rank sum test where appropriate and corrected for multiple comparisons within each pathway using the False Discovery Rate correction.

Results: Three imaging features were significantly associated with a higher risk of death: necrosis (hazard ratio (HR) 2.95 95% CI 1.44-6.04, p = 0.029), satellite nodules (HR 3.29, 95% CI:1.35-8.02, p = 0.029), and vascular encasement (HR 2.63, 95% CI 1.28-5.41, p = 0.029). Additionally, with each increase in axial size, the risk of death increased (HR 1.14, 95% CI 1.03-1.26, p = 0.029). Similar to findings for OS, satellite nodules (HR 3.81, 95% CI 1.88-7.71, p = 0.002) and vascular encasement (HR 2.25, 95% CI 1.24-4.06, p = 0.019) were associated with increased risk of recurrence/death. No significant associations were found between radiographic features and genes in the IDH1, Chromatin or RAS-MAPK pathways (p = 0.63-84).

Conclusion: This preliminary analysis of resected ICC suggests associations between CT imaging features and OS and DFS. No association was identified between imaging features and currently known genetic pathways.

Keywords: Cholangiocarcinoma; Radiogenomics; Radiomics; Survival.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Bile Duct Neoplasms / diagnostic imaging*
  • Bile Duct Neoplasms / genetics
  • Bile Duct Neoplasms / mortality
  • Cholangiocarcinoma / diagnostic imaging*
  • Cholangiocarcinoma / genetics
  • Cholangiocarcinoma / mortality
  • Contrast Media
  • Female
  • Humans
  • Male
  • Middle Aged
  • Phenotype
  • Radiographic Image Interpretation, Computer-Assisted
  • Retrospective Studies
  • Risk Factors
  • Survival Rate
  • Tomography, X-Ray Computed*

Substances

  • Contrast Media