Skip to main content
Top
Published in: European Radiology 2/2020

01-02-2020 | Cardiac

Myocardial extracellular volume quantification in cardiac CT: comparison of the effects of two different iterative reconstruction algorithms with MRI as a reference standard

Authors: Takafumi Emoto, Masafumi Kidoh, Seitaro Oda, Takeshi Nakaura, Yasunori Nagayama, Akira Sasao, Yoshinori Funama, Satoshi Araki, Seiji Takashio, Kenji Sakamoto, Eiichiro Yamamoto, Koichi Kaikita, Kenichi Tsujita, Yasuyuki Yamashita

Published in: European Radiology | Issue 2/2020

Login to get access

Abstract

Objectives

To compare the effects of hybrid iterative reconstruction (HIR) and model-based iterative reconstruction (MBIR) that incorporates a beam-hardening model for myocardial extracellular volume (ECV) quantification by cardiac CT using MRI as a reference standard.

Methods

In this retrospective study, a total of 34 patients were evaluated using cardiac CT and MRI. Paired CT image sets were created using HIR and MBIR with a beam-hardening model. We calculated mean absolute differences and correlations between the global mid-ventricular ECV derived from CT and MRI via Pearson correlation analysis. In addition, we performed qualitative analysis of image noise and beam-hardening artifacts on postcontrast images using a four-point scale: 1 = extensive, 2 = strong, 3 = mild, and 4 = minimal.

Results

The mean absolute difference between the ECV derived from CT and MRI for MBIR was significantly smaller than that for HIR (MBIR 3.74 ± 3.59%; HIR 4.95 ± 3.48%, p = 0.034). MBIR improved the correlation between the ECV derived from CT and MRI when compared with HIR (MBIR, r = 0.60, p < 0.001; HIR, r = 0.47, p = 0.006). In qualitative analysis, MBIR significantly reduced image noise and beam-hardening artifacts when compared with HIR ([image noise, MBIR 3.4 ± 0.7; HIR 2.1 ± 0.8, p < 0.001], [beam-hardening artifacts, MBIR 3.8 ± 0.4; HIR 2.6 ± 1.0, p < 0.001]).

Conclusions

MBIR with a beam-hardening model effectively reduced image noise and beam-hardening artifacts and improved myocardial ECV quantification when compared with HIR using MRI as a reference standard.

Key Points

• MBIR with a beam-hardening model effectively reduced image noise and beam-hardening artifacts.
• The mean absolute difference between the global mid-ventricular ECV derived from CT and MRI for MBIR was significantly smaller than that for conventional HIR.
• MBIR provided more accurate myocardial CT number and improved ECV quantification when compared with HIR.
Literature
1.
go back to reference Disertori M, Rigoni M, Pace N et al (2016) Myocardial fibrosis assessment by LGE is a powerful predictor of ventricular tachyarrhythmias in ischemic and nonischemic LV dysfunction: a meta-analysis. JACC Cardiovasc Imaging 9(9):1046–1055 Disertori M, Rigoni M, Pace N et al (2016) Myocardial fibrosis assessment by LGE is a powerful predictor of ventricular tachyarrhythmias in ischemic and nonischemic LV dysfunction: a meta-analysis. JACC Cardiovasc Imaging 9(9):1046–1055
2.
go back to reference Grobner T, Prischl FC (2007) Gadolinium and nephrogenic systemic fibrosis. Kidney Int 72(3):260–264CrossRef Grobner T, Prischl FC (2007) Gadolinium and nephrogenic systemic fibrosis. Kidney Int 72(3):260–264CrossRef
3.
go back to reference Haaf P, Garg P, Messroghli DR, Broadbent DA, Greenwood JP, Plein S (2016) Cardiac T1 mapping and extracellular volume (ECV) in clinical practice: a comprehensive review. J Cardiovasc Magn Reson 18(1):89CrossRef Haaf P, Garg P, Messroghli DR, Broadbent DA, Greenwood JP, Plein S (2016) Cardiac T1 mapping and extracellular volume (ECV) in clinical practice: a comprehensive review. J Cardiovasc Magn Reson 18(1):89CrossRef
4.
go back to reference Hassani C, Ronco A, Prosper AE, Dissanayake S, Cen SY, Lee C (2018) Forward-projected model-based iterative reconstruction in screening low-dose chest CT: comparison with adaptive iterative dose reduction 3D. AJR Am J Roentgenol 211(3):548–556CrossRef Hassani C, Ronco A, Prosper AE, Dissanayake S, Cen SY, Lee C (2018) Forward-projected model-based iterative reconstruction in screening low-dose chest CT: comparison with adaptive iterative dose reduction 3D. AJR Am J Roentgenol 211(3):548–556CrossRef
5.
go back to reference Jablonowski R, Wilson MW, Do L, Hetts SW, Saeed M (2015) Multidetector CT measurement of myocardial extracellular volume in acute patchy and contiguous infarction: validation with microscopic measurement. Radiology 274(2):370–378CrossRef Jablonowski R, Wilson MW, Do L, Hetts SW, Saeed M (2015) Multidetector CT measurement of myocardial extracellular volume in acute patchy and contiguous infarction: validation with microscopic measurement. Radiology 274(2):370–378CrossRef
6.
go back to reference Jessen KA, Shrimpton PC, Geleijns J, Panzer W, Tosi G (1999) Dosimetry for optimisation of patient protection in computed tomography. Appl Radiat Isot 50(1):165–172CrossRef Jessen KA, Shrimpton PC, Geleijns J, Panzer W, Tosi G (1999) Dosimetry for optimisation of patient protection in computed tomography. Appl Radiat Isot 50(1):165–172CrossRef
7.
go back to reference Kurita Y, Kitagawa K, Kurobe Y et al (2016) Estimation of myocardial extracellular volume fraction with cardiac CT in subjects without clinical coronary artery disease: a feasibility study. J Cardiovasc Comput Tomogr 10(3):237–241CrossRef Kurita Y, Kitagawa K, Kurobe Y et al (2016) Estimation of myocardial extracellular volume fraction with cardiac CT in subjects without clinical coronary artery disease: a feasibility study. J Cardiovasc Comput Tomogr 10(3):237–241CrossRef
8.
go back to reference Latus H, Gummel K, Klingel K et al (2015) Focal myocardial fibrosis assessed by late gadolinium enhancement cardiovascular magnetic resonance in children and adolescents with dilated cardiomyopathy. J Cardiovasc Magn Reson 17:34CrossRef Latus H, Gummel K, Klingel K et al (2015) Focal myocardial fibrosis assessed by late gadolinium enhancement cardiovascular magnetic resonance in children and adolescents with dilated cardiomyopathy. J Cardiovasc Magn Reson 17:34CrossRef
9.
go back to reference Lee HJ, Im DJ, Youn JC et al (2016) Myocardial extracellular volume fraction with dual-energy equilibrium contrast-enhanced cardiac CT in nonischemic cardiomyopathy: a prospective comparison with cardiac MR imaging. Radiology 280(1):49–57CrossRef Lee HJ, Im DJ, Youn JC et al (2016) Myocardial extracellular volume fraction with dual-energy equilibrium contrast-enhanced cardiac CT in nonischemic cardiomyopathy: a prospective comparison with cardiac MR imaging. Radiology 280(1):49–57CrossRef
10.
go back to reference Lurz JA, Luecke C, Lang D et al (2018) CMR-derived extracellular volume fraction as a marker for myocardial fibrosis: the importance of coexisting myocardial inflammation. JACC Cardiovasc Imaging 11(1):38–45 Lurz JA, Luecke C, Lang D et al (2018) CMR-derived extracellular volume fraction as a marker for myocardial fibrosis: the importance of coexisting myocardial inflammation. JACC Cardiovasc Imaging 11(1):38–45
11.
go back to reference Maeda E, Tomizawa N, Kanno S et al (2017) The feasibility of Forward-projected model-based Iterative Reconstruction SoluTion (FIRST) for coronary 320-row computed tomography angiography: a pilot study. J Cardiovasc Comput Tomogr 11(1):40–45CrossRef Maeda E, Tomizawa N, Kanno S et al (2017) The feasibility of Forward-projected model-based Iterative Reconstruction SoluTion (FIRST) for coronary 320-row computed tomography angiography: a pilot study. J Cardiovasc Comput Tomogr 11(1):40–45CrossRef
12.
go back to reference Messroghli DR, Moon JC, Ferreira VM et al (2017) Clinical recommendations for cardiovascular magnetic resonance mapping of T1, T2, T2* and extracellular volume: a consensus statement by the Society for Cardiovascular Magnetic Resonance (SCMR) endorsed by the European Association for Cardiovascular Imaging (EACVI). J Cardiovasc Magn Reson 19(1):75CrossRef Messroghli DR, Moon JC, Ferreira VM et al (2017) Clinical recommendations for cardiovascular magnetic resonance mapping of T1, T2, T2* and extracellular volume: a consensus statement by the Society for Cardiovascular Magnetic Resonance (SCMR) endorsed by the European Association for Cardiovascular Imaging (EACVI). J Cardiovasc Magn Reson 19(1):75CrossRef
13.
go back to reference Moon JC, Messroghli DR, Kellman P et al (2013) Myocardial T1 mapping and extracellular volume quantification: a Society for Cardiovascular Magnetic Resonance (SCMR) and CMR Working Group of the European Society of cardiology consensus statement. J Cardiovasc Magn Reson 15:92CrossRef Moon JC, Messroghli DR, Kellman P et al (2013) Myocardial T1 mapping and extracellular volume quantification: a Society for Cardiovascular Magnetic Resonance (SCMR) and CMR Working Group of the European Society of cardiology consensus statement. J Cardiovasc Magn Reson 15:92CrossRef
14.
go back to reference Nacif MS, Kawel N, Lee JJ et al (2012) Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT. Radiology 264(3):876–883CrossRef Nacif MS, Kawel N, Lee JJ et al (2012) Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT. Radiology 264(3):876–883CrossRef
15.
go back to reference Nomura Y, Higaki T, Fujita M et al (2017) Effects of iterative reconstruction algorithms on computer-assisted detection (CAD) software for lung nodules in ultra-low-dose CT for lung cancer screening. Acad Radiol 24(2):124–130CrossRef Nomura Y, Higaki T, Fujita M et al (2017) Effects of iterative reconstruction algorithms on computer-assisted detection (CAD) software for lung nodules in ultra-low-dose CT for lung cancer screening. Acad Radiol 24(2):124–130CrossRef
16.
go back to reference Oda S, Emoto T, Nakaura T et al (2019) Myocardial late iodine enhancement and extracellular volume quantification with dual-layer spectral detector dual-energy cardiac CT. Radiology: Cardiothoracic Imaging 1(1):e180003 Oda S, Emoto T, Nakaura T et al (2019) Myocardial late iodine enhancement and extracellular volume quantification with dual-layer spectral detector dual-energy cardiac CT. Radiology: Cardiothoracic Imaging 1(1):e180003
17.
go back to reference Ohta Y, Kitao S, Watanabe T et al (2017) Measurement of myocardial extracellular volume fraction from iodine density images using single-source, dual-energy computed tomography: a feasibility study. J Comput Assist Tomogr 41(5):750–756CrossRef Ohta Y, Kitao S, Watanabe T et al (2017) Measurement of myocardial extracellular volume fraction from iodine density images using single-source, dual-energy computed tomography: a feasibility study. J Comput Assist Tomogr 41(5):750–756CrossRef
18.
go back to reference Song JS, Lee JM, Sohn JY, Yoon JH, Han JK, Choi BI (2015) Hybrid iterative reconstruction technique for liver CT scans for image noise reduction and image quality improvement: evaluation of the optimal iterative reconstruction strengths. Radiol Med 120(3):259–267CrossRef Song JS, Lee JM, Sohn JY, Yoon JH, Han JK, Choi BI (2015) Hybrid iterative reconstruction technique for liver CT scans for image noise reduction and image quality improvement: evaluation of the optimal iterative reconstruction strengths. Radiol Med 120(3):259–267CrossRef
20.
go back to reference Tomizawa N, Nojo T, Akahane M, Torigoe R, Kiryu S, Ohtomo K (2012) Adaptive iterative dose reduction in coronary CT angiography using 320-row CT: assessment of radiation dose reduction and image quality. J Cardiovasc Comput Tomogr 6(5):318–324CrossRef Tomizawa N, Nojo T, Akahane M, Torigoe R, Kiryu S, Ohtomo K (2012) Adaptive iterative dose reduction in coronary CT angiography using 320-row CT: assessment of radiation dose reduction and image quality. J Cardiovasc Comput Tomogr 6(5):318–324CrossRef
21.
go back to reference Uhlig J, Lücke C, Vliegenthart R et al (2019) Acute adverse events in cardiac MR imaging with gadolinium-based contrast agents: results from the European Society of Cardiovascular Radiology (ESCR) MRCT Registry in 72,839 patients. Eur Radiol 29(7):3686–3695CrossRef Uhlig J, Lücke C, Vliegenthart R et al (2019) Acute adverse events in cardiac MR imaging with gadolinium-based contrast agents: results from the European Society of Cardiovascular Radiology (ESCR) MRCT Registry in 72,839 patients. Eur Radiol 29(7):3686–3695CrossRef
22.
go back to reference von Knobelsdorff-Brenkenhoff F, Schulz-Menger J (2016) Role of cardiovascular magnetic resonance in the guidelines of the European Society of Cardiology. J Cardiovasc Magn Reson 18:6CrossRef von Knobelsdorff-Brenkenhoff F, Schulz-Menger J (2016) Role of cardiovascular magnetic resonance in the guidelines of the European Society of Cardiology. J Cardiovasc Magn Reson 18:6CrossRef
23.
go back to reference Willemink MJ, Noel PB (2019) The evolution of image reconstruction for CT-from filtered back projection to artificial intelligence. Eur Radiol 29(5):2185–2195CrossRef Willemink MJ, Noel PB (2019) The evolution of image reconstruction for CT-from filtered back projection to artificial intelligence. Eur Radiol 29(5):2185–2195CrossRef
24.
go back to reference Wu R, Hori M, Onishi H et al (2018) Effects of reconstruction technique on the quality of abdominal CT angiography: a comparison between forward projected model-based iterative reconstruction solution (FIRST) and conventional reconstruction methods. Eur J Radiol 106:100–105CrossRef Wu R, Hori M, Onishi H et al (2018) Effects of reconstruction technique on the quality of abdominal CT angiography: a comparison between forward projected model-based iterative reconstruction solution (FIRST) and conventional reconstruction methods. Eur J Radiol 106:100–105CrossRef
Metadata
Title
Myocardial extracellular volume quantification in cardiac CT: comparison of the effects of two different iterative reconstruction algorithms with MRI as a reference standard
Authors
Takafumi Emoto
Masafumi Kidoh
Seitaro Oda
Takeshi Nakaura
Yasunori Nagayama
Akira Sasao
Yoshinori Funama
Satoshi Araki
Seiji Takashio
Kenji Sakamoto
Eiichiro Yamamoto
Koichi Kaikita
Kenichi Tsujita
Yasuyuki Yamashita
Publication date
01-02-2020
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 2/2020
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06418-y

Other articles of this Issue 2/2020

European Radiology 2/2020 Go to the issue