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Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study

BACKGROUND: The differentiation of minimal-fat—or low-fat—angiomyolipomas from other renal lesions is clinically challenging in conventional computed tomography. In this work, we have assessed the potential of grating-based x-ray phase-contrast computed tomography (GBPC-CT) for visualization and qua...

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Autores principales: Birnbacher, Lorenz, Braunagel, Margarita, Willner, Marian, Marschner, Mathias, De Marco, Fabio, Viermetz, Manuel, Auweter, Sigrid, Notohamiprodjo, Susan, Hellbach, Katharina, Notohamiprodjo, Mike, Staehler, Michael, Pfeiffer, Daniela, Reiser, Maximilian F., Pfeiffer, Franz, Herzen, Julia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104346/
https://www.ncbi.nlm.nih.gov/pubmed/37058505
http://dx.doi.org/10.1371/journal.pone.0279323
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author Birnbacher, Lorenz
Braunagel, Margarita
Willner, Marian
Marschner, Mathias
De Marco, Fabio
Viermetz, Manuel
Auweter, Sigrid
Notohamiprodjo, Susan
Hellbach, Katharina
Notohamiprodjo, Mike
Staehler, Michael
Pfeiffer, Daniela
Reiser, Maximilian F.
Pfeiffer, Franz
Herzen, Julia
author_facet Birnbacher, Lorenz
Braunagel, Margarita
Willner, Marian
Marschner, Mathias
De Marco, Fabio
Viermetz, Manuel
Auweter, Sigrid
Notohamiprodjo, Susan
Hellbach, Katharina
Notohamiprodjo, Mike
Staehler, Michael
Pfeiffer, Daniela
Reiser, Maximilian F.
Pfeiffer, Franz
Herzen, Julia
author_sort Birnbacher, Lorenz
collection PubMed
description BACKGROUND: The differentiation of minimal-fat—or low-fat—angiomyolipomas from other renal lesions is clinically challenging in conventional computed tomography. In this work, we have assessed the potential of grating-based x-ray phase-contrast computed tomography (GBPC-CT) for visualization and quantitative differentiation of minimal-fat angiomyolipomas (mfAMLs) and oncocytomas from renal cell carcinomas (RCCs) on ex vivo renal samples. MATERIALS AND METHODS: Laboratory GBPC-CT was performed at 40 kVp on 28 ex vivo kidney specimens including five angiomyolipomas with three minimal-fat (mfAMLs) and two high-fat (hfAMLs) subtypes as well as three oncocytomas and 20 RCCs with eight clear cell (ccRCCs), seven papillary (pRCCs) and five chromophobe RCC (chrRCC) subtypes. Quantitative values of conventional Hounsfield units (HU) and phase-contrast Hounsfield units (HUp) were determined and histogram analysis was performed on GBPC-CT and grating-based attenuation-contrast computed tomography (GBAC-CT) slices for each specimen. For comparison, the same specimens were imaged at a 3T magnetic resonance imaging (MRI) scanner. RESULTS: We have successfully matched GBPC-CT images with clinical MRI and histology, as GBPC-CT presented with increased soft tissue contrast compared to absorption-based images. GBPC-CT images revealed a qualitative and quantitative difference between mfAML samples (58±4 HUp) and oncocytomas (44±10 HUp, p = 0.057) and RCCs (ccRCCs: 40±12 HUp, p = 0.012; pRCCs: 43±9 HUp, p = 0.017; chrRCCs: 40±7 HUp, p = 0.057) in contrast to corresponding laboratory attenuation-contrast CT and clinical MRI, although not all differences were statistically significant. Due to the heterogeneity and lower signal of oncocytomas, quantitative differentiation of the samples based on HUp or in combination with HUs was not possible. CONCLUSIONS: GBPC-CT allows quantitative differentiation of minimal-fat angiomyolipomas from pRCCs and ccRCCs in contrast to absorption-based imaging and clinical MRI.
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spelling pubmed-101043462023-04-15 Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study Birnbacher, Lorenz Braunagel, Margarita Willner, Marian Marschner, Mathias De Marco, Fabio Viermetz, Manuel Auweter, Sigrid Notohamiprodjo, Susan Hellbach, Katharina Notohamiprodjo, Mike Staehler, Michael Pfeiffer, Daniela Reiser, Maximilian F. Pfeiffer, Franz Herzen, Julia PLoS One Research Article BACKGROUND: The differentiation of minimal-fat—or low-fat—angiomyolipomas from other renal lesions is clinically challenging in conventional computed tomography. In this work, we have assessed the potential of grating-based x-ray phase-contrast computed tomography (GBPC-CT) for visualization and quantitative differentiation of minimal-fat angiomyolipomas (mfAMLs) and oncocytomas from renal cell carcinomas (RCCs) on ex vivo renal samples. MATERIALS AND METHODS: Laboratory GBPC-CT was performed at 40 kVp on 28 ex vivo kidney specimens including five angiomyolipomas with three minimal-fat (mfAMLs) and two high-fat (hfAMLs) subtypes as well as three oncocytomas and 20 RCCs with eight clear cell (ccRCCs), seven papillary (pRCCs) and five chromophobe RCC (chrRCC) subtypes. Quantitative values of conventional Hounsfield units (HU) and phase-contrast Hounsfield units (HUp) were determined and histogram analysis was performed on GBPC-CT and grating-based attenuation-contrast computed tomography (GBAC-CT) slices for each specimen. For comparison, the same specimens were imaged at a 3T magnetic resonance imaging (MRI) scanner. RESULTS: We have successfully matched GBPC-CT images with clinical MRI and histology, as GBPC-CT presented with increased soft tissue contrast compared to absorption-based images. GBPC-CT images revealed a qualitative and quantitative difference between mfAML samples (58±4 HUp) and oncocytomas (44±10 HUp, p = 0.057) and RCCs (ccRCCs: 40±12 HUp, p = 0.012; pRCCs: 43±9 HUp, p = 0.017; chrRCCs: 40±7 HUp, p = 0.057) in contrast to corresponding laboratory attenuation-contrast CT and clinical MRI, although not all differences were statistically significant. Due to the heterogeneity and lower signal of oncocytomas, quantitative differentiation of the samples based on HUp or in combination with HUs was not possible. CONCLUSIONS: GBPC-CT allows quantitative differentiation of minimal-fat angiomyolipomas from pRCCs and ccRCCs in contrast to absorption-based imaging and clinical MRI. Public Library of Science 2023-04-14 /pmc/articles/PMC10104346/ /pubmed/37058505 http://dx.doi.org/10.1371/journal.pone.0279323 Text en © 2023 Birnbacher et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Birnbacher, Lorenz
Braunagel, Margarita
Willner, Marian
Marschner, Mathias
De Marco, Fabio
Viermetz, Manuel
Auweter, Sigrid
Notohamiprodjo, Susan
Hellbach, Katharina
Notohamiprodjo, Mike
Staehler, Michael
Pfeiffer, Daniela
Reiser, Maximilian F.
Pfeiffer, Franz
Herzen, Julia
Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title_full Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title_fullStr Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title_full_unstemmed Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title_short Quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: An ex vivo study
title_sort quantitative differentiation of minimal-fat angiomyolipomas from renal cell carcinomas using grating-based x-ray phase-contrast computed tomography: an ex vivo study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104346/
https://www.ncbi.nlm.nih.gov/pubmed/37058505
http://dx.doi.org/10.1371/journal.pone.0279323
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