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Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients
OBJECTIVES: The blood of patients with anemia demonstrates distinctly lower attenuation in unenhanced CT images. However, the frequent usage of intravenous contrast hampers evaluation of anemia. Spectral detector computed tomography (SDCT) allows for reconstruction of virtual non-contrast images (VN...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8128794/ https://www.ncbi.nlm.nih.gov/pubmed/33241515 http://dx.doi.org/10.1007/s00330-020-07497-y |
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author | Zopfs, D. Rinneburger, M. Pinto dos Santos, D. Reimer, R. P. Laukamp, K. R. Maintz, D. Lennartz, S. Große Hokamp, N. |
author_facet | Zopfs, D. Rinneburger, M. Pinto dos Santos, D. Reimer, R. P. Laukamp, K. R. Maintz, D. Lennartz, S. Große Hokamp, N. |
author_sort | Zopfs, D. |
collection | PubMed |
description | OBJECTIVES: The blood of patients with anemia demonstrates distinctly lower attenuation in unenhanced CT images. However, the frequent usage of intravenous contrast hampers evaluation of anemia. Spectral detector computed tomography (SDCT) allows for reconstruction of virtual non-contrast images (VNC) from contrast-enhanced data (CE). The purpose of this study was to evaluate whether VNC allow for prediction of anemia. METHODS: Five hundred twenty-two patients with CE-SDCT of the chest and accessible serum hemoglobin (HbS) were retrospectively included. Patients were assigned to three groups (severe anemia, moderate/mild anemia, and healthy) based on recent lab tests (≤ 7 days) for HbS following gender and the WHO definition of anemia. CT attenuation was determined using two ROI in the left ventricular lumen and one ROI in the descending thoracic aorta. ROI were placed on CE and copied to VNC. ANOVA, linear regression, and receiver operating characteristics were used for statistic evaluation. RESULTS: Average HbS was 11.6 ± 2.4 g/dl. Attenuation on VNC showed significant differences between healthy patients, patients with mild/moderate anemia, and severely anemic patients (all p ≤ 0.05). Applying cutoffs of 39.2/37.6 HU and 33.6/32.7 HU allowed to differentiate between healthy, mild/moderately, and severely anemic men/women (AUC 0.857/0.833 and 0.879/0.932). A linear relationship between HbS and attenuation on VNC was established (r(2) = 0.54, HbS = − 0.875 + 0.329 × HU). CONCLUSIONS: An approximation of HbS and presence of anemia can be conducted based on simple attenuation measurements in contrast-enhanced SDCT examinations enabled by VNC imaging. KEY POINTS: • While the attenuation of blood is a previously described biomarker for anemia in non-contrast images, virtual non-contrast images from spectral detector CT circumvent this limitation and allow for diagnosis of anemia in contrast-enhanced scans. • Attenuation of blood in virtual non-contrast images derived from spectral detector CT shows a moderate correlation to serum hemoglobin levels. • Presence of anemia be estimated in virtual non-contrast images using proposed cutoffs of 39.2 HU and 37.6 HU for men and women, respectively, to differentiate between healthy and anemic patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-020-07497-y. |
format | Online Article Text |
id | pubmed-8128794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-81287942021-05-24 Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients Zopfs, D. Rinneburger, M. Pinto dos Santos, D. Reimer, R. P. Laukamp, K. R. Maintz, D. Lennartz, S. Große Hokamp, N. Eur Radiol Computed Tomography OBJECTIVES: The blood of patients with anemia demonstrates distinctly lower attenuation in unenhanced CT images. However, the frequent usage of intravenous contrast hampers evaluation of anemia. Spectral detector computed tomography (SDCT) allows for reconstruction of virtual non-contrast images (VNC) from contrast-enhanced data (CE). The purpose of this study was to evaluate whether VNC allow for prediction of anemia. METHODS: Five hundred twenty-two patients with CE-SDCT of the chest and accessible serum hemoglobin (HbS) were retrospectively included. Patients were assigned to three groups (severe anemia, moderate/mild anemia, and healthy) based on recent lab tests (≤ 7 days) for HbS following gender and the WHO definition of anemia. CT attenuation was determined using two ROI in the left ventricular lumen and one ROI in the descending thoracic aorta. ROI were placed on CE and copied to VNC. ANOVA, linear regression, and receiver operating characteristics were used for statistic evaluation. RESULTS: Average HbS was 11.6 ± 2.4 g/dl. Attenuation on VNC showed significant differences between healthy patients, patients with mild/moderate anemia, and severely anemic patients (all p ≤ 0.05). Applying cutoffs of 39.2/37.6 HU and 33.6/32.7 HU allowed to differentiate between healthy, mild/moderately, and severely anemic men/women (AUC 0.857/0.833 and 0.879/0.932). A linear relationship between HbS and attenuation on VNC was established (r(2) = 0.54, HbS = − 0.875 + 0.329 × HU). CONCLUSIONS: An approximation of HbS and presence of anemia can be conducted based on simple attenuation measurements in contrast-enhanced SDCT examinations enabled by VNC imaging. KEY POINTS: • While the attenuation of blood is a previously described biomarker for anemia in non-contrast images, virtual non-contrast images from spectral detector CT circumvent this limitation and allow for diagnosis of anemia in contrast-enhanced scans. • Attenuation of blood in virtual non-contrast images derived from spectral detector CT shows a moderate correlation to serum hemoglobin levels. • Presence of anemia be estimated in virtual non-contrast images using proposed cutoffs of 39.2 HU and 37.6 HU for men and women, respectively, to differentiate between healthy and anemic patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-020-07497-y. Springer Berlin Heidelberg 2020-11-25 2021 /pmc/articles/PMC8128794/ /pubmed/33241515 http://dx.doi.org/10.1007/s00330-020-07497-y Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Computed Tomography Zopfs, D. Rinneburger, M. Pinto dos Santos, D. Reimer, R. P. Laukamp, K. R. Maintz, D. Lennartz, S. Große Hokamp, N. Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title | Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title_full | Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title_fullStr | Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title_full_unstemmed | Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title_short | Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients |
title_sort | evaluating anemia using contrast-enhanced spectral detector ct of the chest in a large cohort of 522 patients |
topic | Computed Tomography |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8128794/ https://www.ncbi.nlm.nih.gov/pubmed/33241515 http://dx.doi.org/10.1007/s00330-020-07497-y |
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