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Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion
PURPOSE: Global and regional liver function assessments are important for defining the magnitude and spatial distribution of dose to preserve functional liver parenchyma and reduce incidence of hepatotoxicity from radiation therapy for intrahepatic cancer treatment. This individualized liver functio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048078/ https://www.ncbi.nlm.nih.gov/pubmed/35496263 http://dx.doi.org/10.1016/j.adro.2022.100942 |
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author | Simeth, Josiah Aryal, Madhava Owen, Dawn Cuneo, Kyle Lawrence, Theodore S. Cao, Yue |
author_facet | Simeth, Josiah Aryal, Madhava Owen, Dawn Cuneo, Kyle Lawrence, Theodore S. Cao, Yue |
author_sort | Simeth, Josiah |
collection | PubMed |
description | PURPOSE: Global and regional liver function assessments are important for defining the magnitude and spatial distribution of dose to preserve functional liver parenchyma and reduce incidence of hepatotoxicity from radiation therapy for intrahepatic cancer treatment. This individualized liver function-guided radiation therapy strategy is critical for patients with heterogeneous and poor liver function, often observed in cirrhotic patients treated for hepatocellular carcinoma. This study aimed to validate k(1) as a measure of global and regional function through comparison with 2 well-regarded global function measures: indocyanine green retention (ICGR) and albumin-bilirubin (ALBI). METHODS AND MATERIALS: Seventy-nine dynamic gadoxetic acid enhanced magnetic resonance imaging scans were acquired in 40 patients with hepatocellular carcinoma in institutional review board approved prospective protocols. Portal venous perfusion (k(pv)) was quantified from gadoxetic acid enhanced magnetic resonance imaging using a dual-input 2-compartment model, and gadoxetic acid uptake rate (k(1)) was fitted using a linearized single-input 2-compartment model chosen for robust k(1) estimation. Four image-derived measures of global liver function were tested: (1) mean k(1) multiplied by liver volume (k(1)V(L)) (functional volume), (2) mean k(1) multiplied by blood distribution volume (k(1)V(dis))(,) (3) mean k(pv), and (4) liver volume (V(L)). The measure's correlation with corresponding ICGR and ALBI tests was assessed using linear regression. Voxel-wise similarity between k(1) and k(pv) was compared using Spearman ranked correlation. RESULTS: Significant correlations (P < .05) with ICGR and ALBI were found for k(1)V(L), k(1)V(dis), and V(L) (in order of strength), but not for mean [Formula: see text] (pv) [Formula: see text] The mean ranked correlation coefficient between k(1) and k(pv) maps was 0.09. k(1) and k(pv) maps were predominantly mismatched in patients with poor liver function. CONCLUSIONS: The metric combining function and liver volume (k(1)V(L)) was a stronger measure of global liver function compared with perfusion or liver volume alone, especially in patients with poor liver function. Gadoxetic acid uptake rate is promising for both global and regional liver function. |
format | Online Article Text |
id | pubmed-9048078 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90480782022-04-29 Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion Simeth, Josiah Aryal, Madhava Owen, Dawn Cuneo, Kyle Lawrence, Theodore S. Cao, Yue Adv Radiat Oncol Scientific Article PURPOSE: Global and regional liver function assessments are important for defining the magnitude and spatial distribution of dose to preserve functional liver parenchyma and reduce incidence of hepatotoxicity from radiation therapy for intrahepatic cancer treatment. This individualized liver function-guided radiation therapy strategy is critical for patients with heterogeneous and poor liver function, often observed in cirrhotic patients treated for hepatocellular carcinoma. This study aimed to validate k(1) as a measure of global and regional function through comparison with 2 well-regarded global function measures: indocyanine green retention (ICGR) and albumin-bilirubin (ALBI). METHODS AND MATERIALS: Seventy-nine dynamic gadoxetic acid enhanced magnetic resonance imaging scans were acquired in 40 patients with hepatocellular carcinoma in institutional review board approved prospective protocols. Portal venous perfusion (k(pv)) was quantified from gadoxetic acid enhanced magnetic resonance imaging using a dual-input 2-compartment model, and gadoxetic acid uptake rate (k(1)) was fitted using a linearized single-input 2-compartment model chosen for robust k(1) estimation. Four image-derived measures of global liver function were tested: (1) mean k(1) multiplied by liver volume (k(1)V(L)) (functional volume), (2) mean k(1) multiplied by blood distribution volume (k(1)V(dis))(,) (3) mean k(pv), and (4) liver volume (V(L)). The measure's correlation with corresponding ICGR and ALBI tests was assessed using linear regression. Voxel-wise similarity between k(1) and k(pv) was compared using Spearman ranked correlation. RESULTS: Significant correlations (P < .05) with ICGR and ALBI were found for k(1)V(L), k(1)V(dis), and V(L) (in order of strength), but not for mean [Formula: see text] (pv) [Formula: see text] The mean ranked correlation coefficient between k(1) and k(pv) maps was 0.09. k(1) and k(pv) maps were predominantly mismatched in patients with poor liver function. CONCLUSIONS: The metric combining function and liver volume (k(1)V(L)) was a stronger measure of global liver function compared with perfusion or liver volume alone, especially in patients with poor liver function. Gadoxetic acid uptake rate is promising for both global and regional liver function. Elsevier 2022-03-16 /pmc/articles/PMC9048078/ /pubmed/35496263 http://dx.doi.org/10.1016/j.adro.2022.100942 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Scientific Article Simeth, Josiah Aryal, Madhava Owen, Dawn Cuneo, Kyle Lawrence, Theodore S. Cao, Yue Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title | Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title_full | Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title_fullStr | Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title_full_unstemmed | Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title_short | Gadoxetic Acid Uptake Rate as a Measure of Global and Regional Liver Function as Compared With Indocyanine Green Retention, Albumin-Bilirubin Score, and Portal Venous Perfusion |
title_sort | gadoxetic acid uptake rate as a measure of global and regional liver function as compared with indocyanine green retention, albumin-bilirubin score, and portal venous perfusion |
topic | Scientific Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048078/ https://www.ncbi.nlm.nih.gov/pubmed/35496263 http://dx.doi.org/10.1016/j.adro.2022.100942 |
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