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Published in: European Radiology 6/2021

Open Access 01-06-2021 | Computed Tomography | Computed Tomography

Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients

Authors: D. Zopfs, M. Rinneburger, D. Pinto dos Santos, R. P. Reimer, K. R. Laukamp, D. Maintz, S. Lennartz, N. Große Hokamp

Published in: European Radiology | Issue 6/2021

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Abstract

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 (r2 = 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.
Appendix
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Literature
1.
go back to reference Kassebaum NJ, Jasrasaria R, Naghavi M et al (2014) A systematic analysis of global anemia burden from 1990 to 2010. Blood 123(5):615–624CrossRef Kassebaum NJ, Jasrasaria R, Naghavi M et al (2014) A systematic analysis of global anemia burden from 1990 to 2010. Blood 123(5):615–624CrossRef
2.
go back to reference de Benoist B (2008) Worldwide prevalence of anaemia 1993-2005 of: WHO Global Database of anaemia. World Health Organization, Geneva de Benoist B (2008) Worldwide prevalence of anaemia 1993-2005 of: WHO Global Database of anaemia. World Health Organization, Geneva
3.
go back to reference Busti F, Marchi G, Ugolini S, Castagna A, Girelli D (2018) Anemia and iron deficiency in cancer patients: role of iron replacement therapy. Pharmaceuticals (Basel) 11(4):94CrossRef Busti F, Marchi G, Ugolini S, Castagna A, Girelli D (2018) Anemia and iron deficiency in cancer patients: role of iron replacement therapy. Pharmaceuticals (Basel) 11(4):94CrossRef
4.
go back to reference McLean E, Cogswell M, Egli I, Wojdyla D, de Benoist B (2009) Worldwide prevalence of anaemia, WHO Vitamin and Mineral Nutrition Information System, 1993-2005. Public Health Nutr 12(4):444–454CrossRef McLean E, Cogswell M, Egli I, Wojdyla D, de Benoist B (2009) Worldwide prevalence of anaemia, WHO Vitamin and Mineral Nutrition Information System, 1993-2005. Public Health Nutr 12(4):444–454CrossRef
5.
go back to reference Wójtowicz J, Rzymski K, Czarnecki R (1983) Severe anaemia: its CT findings in the cardiovascular system. Eur J Radiol 3(2):108–111PubMed Wójtowicz J, Rzymski K, Czarnecki R (1983) Severe anaemia: its CT findings in the cardiovascular system. Eur J Radiol 3(2):108–111PubMed
6.
go back to reference Lan H, Nishihara S, Nishitani H (2010) Accuracy of computed tomography attenuation measurements for diagnosing anemia. Jpn J Radiol 28(1):53–57CrossRef Lan H, Nishihara S, Nishitani H (2010) Accuracy of computed tomography attenuation measurements for diagnosing anemia. Jpn J Radiol 28(1):53–57CrossRef
7.
go back to reference Doppman JL, Rienmuller R, Lissner J (1981) The visualized interventricular septum on cardiac computed tomography: a clue to the presence of severe anemia. J Comput Assist Tomogr 5(2):157–160CrossRef Doppman JL, Rienmuller R, Lissner J (1981) The visualized interventricular septum on cardiac computed tomography: a clue to the presence of severe anemia. J Comput Assist Tomogr 5(2):157–160CrossRef
8.
go back to reference Corcoran HL, Cook DE, Proto AV (1988) Diagnosis of anemia on computed tomography scans of the thorax. J Comput Tomogr 12(2):116–121CrossRef Corcoran HL, Cook DE, Proto AV (1988) Diagnosis of anemia on computed tomography scans of the thorax. J Comput Tomogr 12(2):116–121CrossRef
9.
go back to reference Title RS, Harper K, Nelson E, Evans T, Tello R (2005) Observer performance in assessing anemia on thoracic CT. AJR Am J Roentgenol 185(5):1240–1244CrossRef Title RS, Harper K, Nelson E, Evans T, Tello R (2005) Observer performance in assessing anemia on thoracic CT. AJR Am J Roentgenol 185(5):1240–1244CrossRef
10.
go back to reference Zhou Q-Q, Yu Y-S, Chen Y-C et al (2018) Optimal threshold for the diagnosis of anemia severity on unenhanced thoracic CT: a preliminary study. Eur J Radiol 108:236–241CrossRef Zhou Q-Q, Yu Y-S, Chen Y-C et al (2018) Optimal threshold for the diagnosis of anemia severity on unenhanced thoracic CT: a preliminary study. Eur J Radiol 108:236–241CrossRef
11.
go back to reference Kamel EM, Rizzo E, Duchosal MA et al (2008) Radiological profile of anemia on unenhanced MDCT of the thorax. Eur Radiol 18(9):1863–1868CrossRef Kamel EM, Rizzo E, Duchosal MA et al (2008) Radiological profile of anemia on unenhanced MDCT of the thorax. Eur Radiol 18(9):1863–1868CrossRef
12.
go back to reference Jung C, Groth M, Bley TA et al (2012) Assessment of anemia during CT pulmonary angiography. Eur J Radiol 81(12):4196–4202CrossRef Jung C, Groth M, Bley TA et al (2012) Assessment of anemia during CT pulmonary angiography. Eur J Radiol 81(12):4196–4202CrossRef
13.
go back to reference Foster M, Nolan RL, Lam M (2003) Prediction of anemia on unenhanced computed tomography of the thorax. Can Assoc Radiol J 54(1):26–30PubMed Foster M, Nolan RL, Lam M (2003) Prediction of anemia on unenhanced computed tomography of the thorax. Can Assoc Radiol J 54(1):26–30PubMed
14.
go back to reference Chaudhry AA, Gul M, Chaudhry A, Sheikh M, Dunkin J (2015) Quantitative evaluation of noncontrast computed tomography of the head for assessment of anemia. J Comput Assist Tomogr 39(6):842–848CrossRef Chaudhry AA, Gul M, Chaudhry A, Sheikh M, Dunkin J (2015) Quantitative evaluation of noncontrast computed tomography of the head for assessment of anemia. J Comput Assist Tomogr 39(6):842–848CrossRef
15.
go back to reference Bruni SG, Patafio FM, Dufton JA, Nolan RL, Islam O (2013) The assessment of anemia from attenuation values of cranial venous drainage on unenhanced computed tomography of the head. Can Assoc Radiol J 64(1):46–50CrossRef Bruni SG, Patafio FM, Dufton JA, Nolan RL, Islam O (2013) The assessment of anemia from attenuation values of cranial venous drainage on unenhanced computed tomography of the head. Can Assoc Radiol J 64(1):46–50CrossRef
16.
go back to reference Black DF, Rad AE, Gray LA, Campeau NG, Kallmes DF (2011) Cerebral venous sinus density on noncontrast CT correlates with hematocrit. AJNR Am J Neuroradiol 32(7):1354–1357CrossRef Black DF, Rad AE, Gray LA, Campeau NG, Kallmes DF (2011) Cerebral venous sinus density on noncontrast CT correlates with hematocrit. AJNR Am J Neuroradiol 32(7):1354–1357CrossRef
17.
go back to reference Hokamp NG, Maintz D, Shapira N, Chang DH, Noël PB (2020) Technical background of a novel detector-based approach to dual-energy computed tomography. Diagn Interv Radiol 26(1):68–71CrossRef Hokamp NG, Maintz D, Shapira N, Chang DH, Noël PB (2020) Technical background of a novel detector-based approach to dual-energy computed tomography. Diagn Interv Radiol 26(1):68–71CrossRef
19.
go back to reference Laukamp KR, Ho V, Obmann VC et al (2019) Virtual non-contrast for evaluation of liver parenchyma and vessels: results from 25 patients using multi-phase spectral-detector CT. Acta Radiol 61(8):1143–1152 Laukamp KR, Ho V, Obmann VC et al (2019) Virtual non-contrast for evaluation of liver parenchyma and vessels: results from 25 patients using multi-phase spectral-detector CT. Acta Radiol 61(8):1143–1152
20.
go back to reference Toepker M, Moritz T, Krauss B et al (2012) Virtual non-contrast in second-generation, dual-energy computed tomography: reliability of attenuation values. Eur J Radiol 81(3):e398–e405CrossRef Toepker M, Moritz T, Krauss B et al (2012) Virtual non-contrast in second-generation, dual-energy computed tomography: reliability of attenuation values. Eur J Radiol 81(3):e398–e405CrossRef
21.
go back to reference Ananthakrishnan L, Rajiah P, Ahn R et al (2017) Spectral detector CT-derived virtual non-contrast images: comparison of attenuation values with unenhanced CT. Abdom Radiol (NY) 42(3):702–709CrossRef Ananthakrishnan L, Rajiah P, Ahn R et al (2017) Spectral detector CT-derived virtual non-contrast images: comparison of attenuation values with unenhanced CT. Abdom Radiol (NY) 42(3):702–709CrossRef
22.
go back to reference Sauter AP, Muenzel D, Dangelmaier J et al (2018) Dual-layer spectral computed tomography: virtual non-contrast in comparison to true non-contrast images. Eur J Radiol 104:108–114CrossRef Sauter AP, Muenzel D, Dangelmaier J et al (2018) Dual-layer spectral computed tomography: virtual non-contrast in comparison to true non-contrast images. Eur J Radiol 104:108–114CrossRef
25.
go back to reference Pasricha S-R, Colman K, Centeno-Tablante E, Garcia-Casal M-N, Peña-Rosas J-P (2018) Revisiting WHO haemoglobin thresholds to define anaemia in clinical medicine and public health. Lancet Haematol 5(2):e60–e62 Pasricha S-R, Colman K, Centeno-Tablante E, Garcia-Casal M-N, Peña-Rosas J-P (2018) Revisiting WHO haemoglobin thresholds to define anaemia in clinical medicine and public health. Lancet Haematol 5(2):e60–e62
26.
go back to reference Duan X, Arbique G, Guild J, Xi Y, Anderson J (2018) Technical note: quantitative accuracy evaluation for spectral images from a detector-based spectral CT scanner using an iodine phantom. Med Phys 45(5):2048–2053CrossRef Duan X, Arbique G, Guild J, Xi Y, Anderson J (2018) Technical note: quantitative accuracy evaluation for spectral images from a detector-based spectral CT scanner using an iodine phantom. Med Phys 45(5):2048–2053CrossRef
27.
go back to reference Ding Y, Richter A, Stiller W, Kauczor H-U, Weber TF (2019) Association between true non-contrast and virtual non-contrast vertebral bone CT attenuation values determined using dual-layer spectral detector CT. Eur J Radiol 121:108740CrossRef Ding Y, Richter A, Stiller W, Kauczor H-U, Weber TF (2019) Association between true non-contrast and virtual non-contrast vertebral bone CT attenuation values determined using dual-layer spectral detector CT. Eur J Radiol 121:108740CrossRef
28.
go back to reference Große Hokamp N, Gilkeson R, Jordan MK et al (2019) Virtual monoenergetic images from spectral detector CT as a surrogate for conventional CT images: unaltered attenuation characteristics with reduced image noise. Eur J Radiol 117:49–55CrossRef Große Hokamp N, Gilkeson R, Jordan MK et al (2019) Virtual monoenergetic images from spectral detector CT as a surrogate for conventional CT images: unaltered attenuation characteristics with reduced image noise. Eur J Radiol 117:49–55CrossRef
29.
go back to reference Davenport MS, Perazella MA, Yee J et al (2020) Use of intravenous iodinated contrast media in patients with kidney disease: consensus statements from the American College of Radiology and the National Kidney Foundation. Radiology 294(3):660–668CrossRef Davenport MS, Perazella MA, Yee J et al (2020) Use of intravenous iodinated contrast media in patients with kidney disease: consensus statements from the American College of Radiology and the National Kidney Foundation. Radiology 294(3):660–668CrossRef
30.
go back to reference Thomsen HS, Morcos SK (2005) In which patients should serum creatinine be measured before iodinated contrast medium administration? Eur Radiol 15(4):749–754CrossRef Thomsen HS, Morcos SK (2005) In which patients should serum creatinine be measured before iodinated contrast medium administration? Eur Radiol 15(4):749–754CrossRef
31.
go back to reference van der Molen AJ, Reimer P, Dekkers IA et al (2018) Post-contrast acute kidney injury. Part 2: risk stratification, role of hydration and other prophylactic measures, patients taking metformin and chronic dialysis patients. Recommendations for updated ESUR Contrast Medium Safety Committee guidelines. Eur Radiol 28(7):2856–2869CrossRef van der Molen AJ, Reimer P, Dekkers IA et al (2018) Post-contrast acute kidney injury. Part 2: risk stratification, role of hydration and other prophylactic measures, patients taking metformin and chronic dialysis patients. Recommendations for updated ESUR Contrast Medium Safety Committee guidelines. Eur Radiol 28(7):2856–2869CrossRef
32.
go back to reference Pantel H, Stensland KD, Hashim J, Rosenblatt M (2017) Is measurement of renal function necessary for all trauma patients before iodinated contrast administration? Emerg Radiol 24(5):541–546CrossRef Pantel H, Stensland KD, Hashim J, Rosenblatt M (2017) Is measurement of renal function necessary for all trauma patients before iodinated contrast administration? Emerg Radiol 24(5):541–546CrossRef
34.
go back to reference American College of Radiology (2015) ACR manual on contrast media, 10th edn. American College of Radiology, Reston. American College of Radiology (2015) ACR manual on contrast media, 10th edn. American College of Radiology, Reston.
35.
go back to reference Javadi S, Elsherif S, Bhosale P et al (2020) Quantitative attenuation accuracy of virtual non-enhanced imaging compared to that of true non-enhanced imaging on dual-source dual-energy CT. Abdom Radiol (NY) 45(4):1100–1109 Javadi S, Elsherif S, Bhosale P et al (2020) Quantitative attenuation accuracy of virtual non-enhanced imaging compared to that of true non-enhanced imaging on dual-source dual-energy CT. Abdom Radiol (NY) 45(4):1100–1109
Metadata
Title
Evaluating anemia using contrast-enhanced spectral detector CT of the chest in a large cohort of 522 patients
Authors
D. Zopfs
M. Rinneburger
D. Pinto dos Santos
R. P. Reimer
K. R. Laukamp
D. Maintz
S. Lennartz
N. Große Hokamp
Publication date
01-06-2021
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 6/2021
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-020-07497-y

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