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Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications
PURPOSE: Calculation of extracellular volume fraction (ECV) currently receives increasing interest as a potential biomarker for non-invasive assessment of liver fibrosis. ECV calculation requires hematocrit (Hct) sampling, which might be difficult to obtain in a high-throughput radiology department....
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8435519/ https://www.ncbi.nlm.nih.gov/pubmed/34109447 http://dx.doi.org/10.1007/s00261-021-03140-6 |
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author | Mesropyan, Narine Kupczyk, Patrick Isaak, Alexander Endler, Christoph Faron, Anton Dold, Leona Sprinkart, Alois M. Pieper, Claus C. Kuetting, Daniel Attenberger, Ulrike Luetkens, Julian A. |
author_facet | Mesropyan, Narine Kupczyk, Patrick Isaak, Alexander Endler, Christoph Faron, Anton Dold, Leona Sprinkart, Alois M. Pieper, Claus C. Kuetting, Daniel Attenberger, Ulrike Luetkens, Julian A. |
author_sort | Mesropyan, Narine |
collection | PubMed |
description | PURPOSE: Calculation of extracellular volume fraction (ECV) currently receives increasing interest as a potential biomarker for non-invasive assessment of liver fibrosis. ECV calculation requires hematocrit (Hct) sampling, which might be difficult to obtain in a high-throughput radiology department. The aim of this study was to generate synthetic ECV for hepatic applications without the need for Hct sampling. METHODS: In this prospective study participants underwent liver MRI. T1 mapping was performed before and after contrast administration. Blood Hct was obtained prior to MRI. We hypothesized that the relationship between Hct and longitudinal relaxation rate of blood (R1 = 1/T1(blood)) could be calibrated and used to generate the equation for synthetic Htc and ECV calculation. Conventional and synthetic ECV were calculated. Pearson correlation, linear regression and Bland–Altman method were used for statistical analysis. RESULTS: 180 consecutive patients were divided into derivation (n = 90) and validation (n = 90) cohorts. In the derivation cohort, native R1(blood) and Hct showed a linear relationship (Hct(MOLLI) = 98.04 × (1/T1(blood)) − 33.17, R(2) = 0.75, P < 0.001), which was used to calculate synthetic ECV in the validation and whole study cohorts. Synthetic and conventional ECV showed significant correlations in the derivation, validation and in the whole study cohorts (r = 0.99, 0.97 and 0.99, respectively, P < 0.001, respectively) with minimal bias according to the Bland–Altman analysis. CONCLUSION: Synthetic ECV seems to offer an alternative method for non-invasive quantification of the hepatic ECV. It may potentially overcome an important barrier to clinical implementation of ECV and thus, enable broader use of hepatic ECV in routine clinical practice. |
format | Online Article Text |
id | pubmed-8435519 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-84355192021-09-24 Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications Mesropyan, Narine Kupczyk, Patrick Isaak, Alexander Endler, Christoph Faron, Anton Dold, Leona Sprinkart, Alois M. Pieper, Claus C. Kuetting, Daniel Attenberger, Ulrike Luetkens, Julian A. Abdom Radiol (NY) Special Section: Diffuse Liver Disease PURPOSE: Calculation of extracellular volume fraction (ECV) currently receives increasing interest as a potential biomarker for non-invasive assessment of liver fibrosis. ECV calculation requires hematocrit (Hct) sampling, which might be difficult to obtain in a high-throughput radiology department. The aim of this study was to generate synthetic ECV for hepatic applications without the need for Hct sampling. METHODS: In this prospective study participants underwent liver MRI. T1 mapping was performed before and after contrast administration. Blood Hct was obtained prior to MRI. We hypothesized that the relationship between Hct and longitudinal relaxation rate of blood (R1 = 1/T1(blood)) could be calibrated and used to generate the equation for synthetic Htc and ECV calculation. Conventional and synthetic ECV were calculated. Pearson correlation, linear regression and Bland–Altman method were used for statistical analysis. RESULTS: 180 consecutive patients were divided into derivation (n = 90) and validation (n = 90) cohorts. In the derivation cohort, native R1(blood) and Hct showed a linear relationship (Hct(MOLLI) = 98.04 × (1/T1(blood)) − 33.17, R(2) = 0.75, P < 0.001), which was used to calculate synthetic ECV in the validation and whole study cohorts. Synthetic and conventional ECV showed significant correlations in the derivation, validation and in the whole study cohorts (r = 0.99, 0.97 and 0.99, respectively, P < 0.001, respectively) with minimal bias according to the Bland–Altman analysis. CONCLUSION: Synthetic ECV seems to offer an alternative method for non-invasive quantification of the hepatic ECV. It may potentially overcome an important barrier to clinical implementation of ECV and thus, enable broader use of hepatic ECV in routine clinical practice. Springer US 2021-06-10 2021 /pmc/articles/PMC8435519/ /pubmed/34109447 http://dx.doi.org/10.1007/s00261-021-03140-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Special Section: Diffuse Liver Disease Mesropyan, Narine Kupczyk, Patrick Isaak, Alexander Endler, Christoph Faron, Anton Dold, Leona Sprinkart, Alois M. Pieper, Claus C. Kuetting, Daniel Attenberger, Ulrike Luetkens, Julian A. Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title | Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title_full | Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title_fullStr | Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title_full_unstemmed | Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title_short | Synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
title_sort | synthetic extracellular volume fraction without hematocrit sampling for hepatic applications |
topic | Special Section: Diffuse Liver Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8435519/ https://www.ncbi.nlm.nih.gov/pubmed/34109447 http://dx.doi.org/10.1007/s00261-021-03140-6 |
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