Quantitative Evaluation of Hepatic Microstructural Changes in Hepatocellular Carcinoma Using Diffusion Tensor Imaging

Aim: Magnetic resonance imaging (MRI) is a fundamental imaging modality in the diagnosis, management, and follow-up of hepatocellular carcinoma (HCC).Diffusion-based imaging techniques have been shown to potentially play a significant role in the characterization of focal liver lesions.The aim of this study was to evaluate the contribution of diffusion-weighted imaging (DWI) and diffusion tensor imaging (DTI) in the diagnosis of HCC by comparing DWI and DTI parameters with those of cirrhotic and non-pathological liver parenchyma. Materials and Methods:This retrospective study included 62 patients with HCC, 56 with cirrhosis, and 52 with non-pathological liver parenchyma who underwent 1.5-T MRI.DWI and DTI sequences were acquired using b-values of 50-800 sec/mm 2 and 20 diffusion-encoding directions.Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were calculated and compared across the groups.Results: ADC values were significantly lower and FA values significantly higher in HCC compared to cirrhotic and non-pathological parenchyma (p<0.05).Mean FA was 0.460.14for HCC, 0.390.08 for non-cancerous parenchyma, and 0.400.07for both cirrhotic and non-pathological parenchyma.An FA cut-off of 0.45 yielded 38.7% sensitivity and 94.2% specificity [area under the curve (AUC): 0.653, 95% confidence interval (CI): 0.554-0.751]vs. non-pathological parenchyma, and 62.9% sensitivity and 75.0%specificity (AUC: 0.649, 95% CI: 0.542-0.745)vs. cirrhotic parenchyma. Conclusion:FA values reflected moderate anisotropy in HCC, cirrhotic, and non-pathological liver parenchyma.Although FA differed significantly between HCC and non-malignant tissues, its modest sensitivity limits its utility as a stand-alone biomarker.

Authors

Publication Details

Journal
Namık Kemal Tıp Dergisi
Published
2025-10-07
DOI
https://doi.org/10.4274/nkmj.galenos.2025.71463
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantitative Evaluation of Hepatic Microstructural Changes in Hepatocellular Carcinoma Using Diffusion Tensor Imaging

Necdet Süt, Baran Serdar Sunal, Nermin Tunçbilek, İdris Kurt et al.
Namık Kemal Tıp Dergisi
Liver Disease Diagnosis and Treatment
article

Quantitative Evaluation of Hepatic Microstructural Changes in Hepatocellular Carcinoma Using Diffusion Tensor Imaging

Necdet Süt, Baran Serdar Sunal, Nermin Tunçbilek, İdris Kurt, Cihan Özgür, Derya Karabulut, Osman Kula
article en

Abstract

Aim: Magnetic resonance imaging (MRI) is a fundamental imaging modality in the diagnosis, management, and follow-up of hepatocellular carcinoma (HCC).Diffusion-based imaging techniques have been shown to potentially play a significant role in the characterization of focal liver lesions.The aim of this study was to evaluate the contribution of diffusion-weighted imaging (DWI) and diffusion tensor imaging (DTI) in the diagnosis of HCC by comparing DWI and DTI parameters with those of cirrhotic and non-pathological liver parenchyma. Materials and Methods:This retrospective study included 62 patients with HCC, 56 with cirrhosis, and 52 with non-pathological liver parenchyma who underwent 1.5-T MRI.DWI and DTI sequences were acquired using b-values of 50-800 sec/mm 2 and 20 diffusion-encoding directions.Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were calculated and compared across the groups.Results: ADC values were significantly lower and FA values significantly higher in HCC compared to cirrhotic and non-pathological parenchyma (p<0.05).Mean FA was 0.460.14for HCC, 0.390.08 for non-cancerous parenchyma, and 0.400.07for both cirrhotic and non-pathological parenchyma.An FA cut-off of 0.45 yielded 38.7% sensitivity and 94.2% specificity [area under the curve (AUC): 0.653, 95% confidence interval (CI): 0.554-0.751]vs. non-pathological parenchyma, and 62.9% sensitivity and 75.0%specificity (AUC: 0.649, 95% CI: 0.542-0.745)vs. cirrhotic parenchyma. Conclusion:FA values reflected moderate anisotropy in HCC, cirrhotic, and non-pathological liver parenchyma.Although FA differed significantly between HCC and non-malignant tissues, its modest sensitivity limits its utility as a stand-alone biomarker.

Namık Kemal Tıp DergisiVol. 13(3)
Openalex Percentile: Top 62%
Liver Disease Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.