Cargando…
The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma
PURPOSE: To assess the effectiveness of tri-exponential Intra-Voxel Incoherent Motion (tri-IVIM) MRI in preoperatively identifying microvascular invasion (MVI) in hepatocellular carcinoma (HCC). PATIENTS AND METHODS: In this prospective study, 67 patients with HCC were included. Metrics from bi-expo...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10547827/ https://www.ncbi.nlm.nih.gov/pubmed/37799828 http://dx.doi.org/10.2147/JHC.S433948 |
_version_ | 1785115140520148992 |
---|---|
author | Zhang, Yunfei Sheng, Ruofan Yang, Chun Dai, Yongming Zeng, Mengsu |
author_facet | Zhang, Yunfei Sheng, Ruofan Yang, Chun Dai, Yongming Zeng, Mengsu |
author_sort | Zhang, Yunfei |
collection | PubMed |
description | PURPOSE: To assess the effectiveness of tri-exponential Intra-Voxel Incoherent Motion (tri-IVIM) MRI in preoperatively identifying microvascular invasion (MVI) in hepatocellular carcinoma (HCC). PATIENTS AND METHODS: In this prospective study, 67 patients with HCC were included. Metrics from bi-exponential IVIM (bi-IVIM) and tri-IVIM were calculated. Subgroup comparisons were analyzed using the independent Student’s t-test or Mann–Whitney U-test. Logistic regression was performed to explore clinical risk factors. Diagnostic performance was assessed using receiver operating characteristic (ROC) curves, calibration curves and decision curve analysis. RESULTS: MVI-positive HCCs exhibited significantly lower true diffusion coefficient (D(t)) from bi-IVIM, as well as fast-diffusion coefficients (D(f)) and slow-diffusion coefficients (D(s)) from tri-IVIM, compared to MVI-negative HCCs (p < 0.05). Tumor size and alpha-fetoprotein (AFP) were identified as risk factors. The combination of tri-IVIM-derived metrics (D(s) and D(f)) yielded higher diagnostic accuracy (AUC = 0.808) compared to bi-IVIM (AUC = 0.741). A predictive model based on a nomogram was constructed using D(s), D(f), tumor size, and AFP, resulting in the highest diagnostic accuracy (AUC = 0.859). Decision curve analysis indicated that the constructed model, provided the highest net benefit by accurately stratifying the risk of MVI, followed by tri-IVIM and bi-IVIM. CONCLUSION: Tri-IVIM can provide information on perfusion and diffusion for evaluating MVI in HCC. Additionally, tri-IVIM outperformed bi-IVIM in identifying MVI-positive HCC. By integrating clinical risk factors and metrics from tri-IVIM, a predictive nomogram exhibited the highest diagnostic accuracy, potentially aiding in the noninvasive and preoperative assessment of MVI. |
format | Online Article Text |
id | pubmed-10547827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-105478272023-10-05 The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma Zhang, Yunfei Sheng, Ruofan Yang, Chun Dai, Yongming Zeng, Mengsu J Hepatocell Carcinoma Original Research PURPOSE: To assess the effectiveness of tri-exponential Intra-Voxel Incoherent Motion (tri-IVIM) MRI in preoperatively identifying microvascular invasion (MVI) in hepatocellular carcinoma (HCC). PATIENTS AND METHODS: In this prospective study, 67 patients with HCC were included. Metrics from bi-exponential IVIM (bi-IVIM) and tri-IVIM were calculated. Subgroup comparisons were analyzed using the independent Student’s t-test or Mann–Whitney U-test. Logistic regression was performed to explore clinical risk factors. Diagnostic performance was assessed using receiver operating characteristic (ROC) curves, calibration curves and decision curve analysis. RESULTS: MVI-positive HCCs exhibited significantly lower true diffusion coefficient (D(t)) from bi-IVIM, as well as fast-diffusion coefficients (D(f)) and slow-diffusion coefficients (D(s)) from tri-IVIM, compared to MVI-negative HCCs (p < 0.05). Tumor size and alpha-fetoprotein (AFP) were identified as risk factors. The combination of tri-IVIM-derived metrics (D(s) and D(f)) yielded higher diagnostic accuracy (AUC = 0.808) compared to bi-IVIM (AUC = 0.741). A predictive model based on a nomogram was constructed using D(s), D(f), tumor size, and AFP, resulting in the highest diagnostic accuracy (AUC = 0.859). Decision curve analysis indicated that the constructed model, provided the highest net benefit by accurately stratifying the risk of MVI, followed by tri-IVIM and bi-IVIM. CONCLUSION: Tri-IVIM can provide information on perfusion and diffusion for evaluating MVI in HCC. Additionally, tri-IVIM outperformed bi-IVIM in identifying MVI-positive HCC. By integrating clinical risk factors and metrics from tri-IVIM, a predictive nomogram exhibited the highest diagnostic accuracy, potentially aiding in the noninvasive and preoperative assessment of MVI. Dove 2023-09-29 /pmc/articles/PMC10547827/ /pubmed/37799828 http://dx.doi.org/10.2147/JHC.S433948 Text en © 2023 Zhang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Zhang, Yunfei Sheng, Ruofan Yang, Chun Dai, Yongming Zeng, Mengsu The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title | The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title_full | The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title_fullStr | The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title_full_unstemmed | The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title_short | The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma |
title_sort | feasibility of using tri-exponential intra-voxel incoherent motion dwi for identifying the microvascular invasion in hepatocellular carcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10547827/ https://www.ncbi.nlm.nih.gov/pubmed/37799828 http://dx.doi.org/10.2147/JHC.S433948 |
work_keys_str_mv | AT zhangyunfei thefeasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT shengruofan thefeasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT yangchun thefeasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT daiyongming thefeasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT zengmengsu thefeasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT zhangyunfei feasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT shengruofan feasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT yangchun feasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT daiyongming feasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma AT zengmengsu feasibilityofusingtriexponentialintravoxelincoherentmotiondwiforidentifyingthemicrovascularinvasioninhepatocellularcarcinoma |