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The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies

PURPOSE: Positron emission tomography (PET) attenuation correction (AC) in positron emission tomography‐magnetic resonance (PET/MR) scanners constitutes a critical and barely explored issue in spinal cord investigation, mainly due to the limitations in accounting for highly attenuating bone structur...

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Autores principales: Brancato, Valentina, Borrelli, Pasquale, Alfano, Vincenzo, Picardi, Marco, Mascalchi, Mario, Nicolai, Emanuele, Salvatore, Marco, Aiello, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293017/
https://www.ncbi.nlm.nih.gov/pubmed/34369590
http://dx.doi.org/10.1002/mp.15149
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author Brancato, Valentina
Borrelli, Pasquale
Alfano, Vincenzo
Picardi, Marco
Mascalchi, Mario
Nicolai, Emanuele
Salvatore, Marco
Aiello, Marco
author_facet Brancato, Valentina
Borrelli, Pasquale
Alfano, Vincenzo
Picardi, Marco
Mascalchi, Mario
Nicolai, Emanuele
Salvatore, Marco
Aiello, Marco
author_sort Brancato, Valentina
collection PubMed
description PURPOSE: Positron emission tomography (PET) attenuation correction (AC) in positron emission tomography‐magnetic resonance (PET/MR) scanners constitutes a critical and barely explored issue in spinal cord investigation, mainly due to the limitations in accounting for highly attenuating bone structures which surround the spinal canal. Our study aims at evaluating the clinical suitability of MR‐driven AC (MRAC) for 18‐fluorodeoxy‐glucose positron emission tomography ((18)F‐FDG‐PET) in spinal cord. METHODS: Thirty‐six patients, undergoing positron emission tomography‐computed tomography (PET/CT) and PET/MR in the same session for oncological examination, were retrospectively analyzed. For each patient, raw PET data from PET/MR scanner were reconstructed with 4‐ and 5‐class MRAC maps, generated by hybrid PET/MR system (PET_MRAC4 and PET_MRAC5, respectively, where PET_MRAC is PET images reconstructed using MR‐based attenuation correction map), and an AC map derived from CT data after a custom co‐registration pipeline (PET_rCTAC, where PET_rCTAC is PET images reconstructed using CT‐based attenuation correction map), which served as reference. Mean PET standardized uptake values ([Formula: see text]) were extracted from the three reconstructed PET images by regions of interest (ROIs) identified on T2‐weighted MRI, in the spinal cord, lumbar cerebrospinal fluid (CSF), and vertebral marrow at five levels (C2, C5, T6, T12, and L3). [Formula: see text] values from PET_MRAC4 and PET_MRAC5 were compared with each other and with the reference by means of paired t‐test, and correlated using Pearson's correlation (r) to assess their consistency. Cohen's d was calculated to assess the magnitude of differences between PET images. RESULTS: [Formula: see text] values from PET_MRAC4 were lower than those from PET_MRAC5 in almost all analyzed ROIs, with a mean difference ranging from 0.03 to 0.26 (statistically significant in the vertebral marrow at C2 and C5, spinal cord at T6 and T2, and CSF at L3). This was also confirmed by the effect size, with highest values at low spinal levels (d = 0.45 at T12 in spinal cord, d = 0.95 at L3 in CSF). [Formula: see text] values from PET_MRAC4 and PET_MRAC5 showed a very good correlation (0.81 < r < 0.97, p < 0.05) in all spinal ROIs. Underestimation of [Formula: see text] between PET_MRAC4 and PET_rCTAC was observed at each level, with a mean difference ranging from 0.02 to 0.32 (statistically significant in the vertebral marrow at C2 and T6, and CSF at L3). Although PET_MRAC5 underestimates PET_rCTAC (mean difference ranging from 0.02 to 0.3), an overall decrease in effect size could be observed for PET_MRAC5, mainly at lower spinal levels (T12, L3). [Formula: see text] from both PET_MRAC4 and PET_MRAC5 methods showed r value from good to very good with respect to PET_rCTAC (0.67 < r < 0.9 and 0.73 < r < 0.94, p < 0.05, respectively). CONCLUSIONS: Our results showed that neglecting bones in AC can underestimate the FDG uptake measurement of the spinal cord. The inclusion of bones in MRAC is far from negligible and improves the AC in spinal cord, mainly at low spinal levels. Therefore, care must be taken in the spinal canal region, and the use of AC map reconstruction methods accounting for bone structures could be beneficial.
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spelling pubmed-92930172022-07-20 The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies Brancato, Valentina Borrelli, Pasquale Alfano, Vincenzo Picardi, Marco Mascalchi, Mario Nicolai, Emanuele Salvatore, Marco Aiello, Marco Med Phys QUANTITATIVE IMAGING AND IMAGE PROCESSING PURPOSE: Positron emission tomography (PET) attenuation correction (AC) in positron emission tomography‐magnetic resonance (PET/MR) scanners constitutes a critical and barely explored issue in spinal cord investigation, mainly due to the limitations in accounting for highly attenuating bone structures which surround the spinal canal. Our study aims at evaluating the clinical suitability of MR‐driven AC (MRAC) for 18‐fluorodeoxy‐glucose positron emission tomography ((18)F‐FDG‐PET) in spinal cord. METHODS: Thirty‐six patients, undergoing positron emission tomography‐computed tomography (PET/CT) and PET/MR in the same session for oncological examination, were retrospectively analyzed. For each patient, raw PET data from PET/MR scanner were reconstructed with 4‐ and 5‐class MRAC maps, generated by hybrid PET/MR system (PET_MRAC4 and PET_MRAC5, respectively, where PET_MRAC is PET images reconstructed using MR‐based attenuation correction map), and an AC map derived from CT data after a custom co‐registration pipeline (PET_rCTAC, where PET_rCTAC is PET images reconstructed using CT‐based attenuation correction map), which served as reference. Mean PET standardized uptake values ([Formula: see text]) were extracted from the three reconstructed PET images by regions of interest (ROIs) identified on T2‐weighted MRI, in the spinal cord, lumbar cerebrospinal fluid (CSF), and vertebral marrow at five levels (C2, C5, T6, T12, and L3). [Formula: see text] values from PET_MRAC4 and PET_MRAC5 were compared with each other and with the reference by means of paired t‐test, and correlated using Pearson's correlation (r) to assess their consistency. Cohen's d was calculated to assess the magnitude of differences between PET images. RESULTS: [Formula: see text] values from PET_MRAC4 were lower than those from PET_MRAC5 in almost all analyzed ROIs, with a mean difference ranging from 0.03 to 0.26 (statistically significant in the vertebral marrow at C2 and C5, spinal cord at T6 and T2, and CSF at L3). This was also confirmed by the effect size, with highest values at low spinal levels (d = 0.45 at T12 in spinal cord, d = 0.95 at L3 in CSF). [Formula: see text] values from PET_MRAC4 and PET_MRAC5 showed a very good correlation (0.81 < r < 0.97, p < 0.05) in all spinal ROIs. Underestimation of [Formula: see text] between PET_MRAC4 and PET_rCTAC was observed at each level, with a mean difference ranging from 0.02 to 0.32 (statistically significant in the vertebral marrow at C2 and T6, and CSF at L3). Although PET_MRAC5 underestimates PET_rCTAC (mean difference ranging from 0.02 to 0.3), an overall decrease in effect size could be observed for PET_MRAC5, mainly at lower spinal levels (T12, L3). [Formula: see text] from both PET_MRAC4 and PET_MRAC5 methods showed r value from good to very good with respect to PET_rCTAC (0.67 < r < 0.9 and 0.73 < r < 0.94, p < 0.05, respectively). CONCLUSIONS: Our results showed that neglecting bones in AC can underestimate the FDG uptake measurement of the spinal cord. The inclusion of bones in MRAC is far from negligible and improves the AC in spinal cord, mainly at low spinal levels. Therefore, care must be taken in the spinal canal region, and the use of AC map reconstruction methods accounting for bone structures could be beneficial. John Wiley and Sons Inc. 2021-09-13 2021-10 /pmc/articles/PMC9293017/ /pubmed/34369590 http://dx.doi.org/10.1002/mp.15149 Text en © 2021 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle QUANTITATIVE IMAGING AND IMAGE PROCESSING
Brancato, Valentina
Borrelli, Pasquale
Alfano, Vincenzo
Picardi, Marco
Mascalchi, Mario
Nicolai, Emanuele
Salvatore, Marco
Aiello, Marco
The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title_full The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title_fullStr The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title_full_unstemmed The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title_short The impact of MR‐based attenuation correction in spinal cord FDG‐PET/MR imaging for neurological studies
title_sort impact of mr‐based attenuation correction in spinal cord fdg‐pet/mr imaging for neurological studies
topic QUANTITATIVE IMAGING AND IMAGE PROCESSING
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293017/
https://www.ncbi.nlm.nih.gov/pubmed/34369590
http://dx.doi.org/10.1002/mp.15149
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