Evaluation of texture analysis for the differential diagnosis of focal nodular hyperplasia from hepatocellular adenoma on contrast-enhanced CT images

Abdom Radiol (NY). 2019 Apr;44(4):1323-1330. doi: 10.1007/s00261-018-1788-5.

Abstract

Purpose: To explore the value of CT texture analysis (CTTA) for differentiation of focal nodular hyperplasia (FNH) from hepatocellular adenoma (HCA) on contrast-enhanced CT (CECT).

Methods: This is a retrospective, IRB-approved study conducted in a single institution. A search of the medical records between 2008 and 2017 revealed 48 patients with 70 HCA and 50 patients with 62 FNH. All lesions were histologically proven and with available pre-operative CECT imaging. Hepatic arterial phase (HAP) and portal venous phase (PVP) were used for CTTA. Textural features were extracted using a commercially available research software (TexRAD). The differences between textural parameters of FNH and HCA were assessed using the Mann-Whitney U test and the AUROC were calculated. CTTA parameters showing significant difference in rank sum test were used for binary logistic regression analysis. A p value < 0.05 was considered statistically significant.

Results: On HAP images, mean, mpp, and skewness were significantly higher in FNH than in HCA on unfiltered images (p ≤ 0.007); SD, entropy, and mpp on filtered analysis (p ≤ 0.006). On PVP, mean, mpp, and skewness in FNH were significantly different from HCA (p ≤ 0.001) on unfiltered images, while entropy and kurtosis were significantly higher in FNH on filtered images (p ≤ 0.018). The multivariate logistic regression analysis indicated that the mean, mpp, and entropy of medium-level and coarse-level filtered images on HAP were independent predictors for the diagnosis of HCA and a model based on all these parameters showed the largest AUROC (0.824).

Conclusions: Multiple explored CTTA parameters are significantly different between FNH and HCA on CECT.

Keywords: Computer tomography; Focal nodular hyperplasia; Hepatocellular adenoma; Liver; Texture analysis.

MeSH terms

  • Adenoma, Liver Cell / diagnostic imaging*
  • Adolescent
  • Adult
  • Contrast Media*
  • Diagnosis, Differential
  • Female
  • Focal Nodular Hyperplasia / diagnostic imaging*
  • Humans
  • Image Enhancement / methods*
  • Liver / diagnostic imaging
  • Liver Neoplasms / diagnostic imaging*
  • Male
  • Middle Aged
  • Retrospective Studies
  • Tomography, X-Ray Computed / methods*
  • Young Adult

Substances

  • Contrast Media