Skip to main content
Top
Published in: Journal of Nuclear Cardiology 5/2022

11-06-2021 | Positron Emission Tomography | Original Article

13N-ammonia positron emission tomography-derived endocardial strain for the assessment of ischemia using feature-tracking in high-resolution cine imaging

Authors: Masateru Kawakubo, Michinobu Nagao, Atsushi Yamamoto, Risako Nakao, Yuka Matsuo, Kenji Fukushim, Eri Watanabe, Akiko Sakai, Masayuki Sasaki, Shuji Sakai

Published in: Journal of Nuclear Cardiology | Issue 5/2022

Login to get access

Abstract

Background

Assessing endocardial strain using a single 13N-ammonia positron emission tomography (PET) scan would be clinically useful, given the association between ischemia and myocardial deformation. However, no software has been developed for strain analysis using PET. We evaluated the clinical potential of feature tracking-derived strain values measured using PET, based on associations with the myocardial flow reserve (MFR).

Methods and Results

This retrospective study included 95 coronary artery disease patients who underwent myocardial 13N-ammonia PET. Semi-automatic measurements were made using a feature-tracking technique during myocardial cine imaging, and values were calculated using a 16-segment model. Adenosine-stressed global circumferential strain (CS) and global longitudinal strain (LS) values were compared with global MFR values. Stressed and resting global strain values were also compared. Global strain values were significantly lower in 39 patients with abnormal MFRs [< 2.0] than in 56 patients with normal MFRs [≥ 2.0]. The global CS values in the stressed state were significantly decreased than the resting state values in patients with abnormal MFRs.

Conclusions

This study applied endocardial feature-tracking to 13N-ammonia PET, and the results suggested that blood flow and myocardial motility could be clinically assessed in ischemic patients using a single PET scan.
Appendix
Available only for authorised users
Literature
1.
go back to reference Carvajal-Juarez I, Monroy-Gonzalez A, Espinola-Zavaleta N, Meave-Gonzalez A, Alexanderson-Rosas E (2019) PET/CT with 13N-ammonia: PET/CT with 13N-ammonia. Ann Nucl Cardiol 5:63–68CrossRef Carvajal-Juarez I, Monroy-Gonzalez A, Espinola-Zavaleta N, Meave-Gonzalez A, Alexanderson-Rosas E (2019) PET/CT with 13N-ammonia: PET/CT with 13N-ammonia. Ann Nucl Cardiol 5:63–68CrossRef
2.
go back to reference Fiechter M, Ghadri JR, Gebhard C, Fuchs TA, Pazhenkottil AP, Nkoulou RN et al (2012) Diagnostic value of 13N-ammonia myocardial perfusion PET: Added value of myocardial flow reserve. J Nucl Med 53:1230–1234CrossRef Fiechter M, Ghadri JR, Gebhard C, Fuchs TA, Pazhenkottil AP, Nkoulou RN et al (2012) Diagnostic value of 13N-ammonia myocardial perfusion PET: Added value of myocardial flow reserve. J Nucl Med 53:1230–1234CrossRef
3.
go back to reference Giubbini R, Peli A, Milan E, Sciagrà R, Camoni L, Albano D et al (2018) Comparison between the summed difference score and myocardial blood flow measured by 13N-ammonia. J Nucl Cardiol 2:1621–1628CrossRef Giubbini R, Peli A, Milan E, Sciagrà R, Camoni L, Albano D et al (2018) Comparison between the summed difference score and myocardial blood flow measured by 13N-ammonia. J Nucl Cardiol 2:1621–1628CrossRef
4.
go back to reference Fathala A, Aboulkheir M, Shoukri MM, Alsergani H (2019) Diagnostic accuracy of 13 N-ammonia myocardial perfusion imaging with PET-CT in the detection of coronary artery disease. Cardiovasc Diagn Ther 9:35–42CrossRef Fathala A, Aboulkheir M, Shoukri MM, Alsergani H (2019) Diagnostic accuracy of 13 N-ammonia myocardial perfusion imaging with PET-CT in the detection of coronary artery disease. Cardiovasc Diagn Ther 9:35–42CrossRef
5.
go back to reference Herzog BA, Husmann L, Valenta I, Gaemperli O, Siegrist PT, Tay FM et al (2009) Long-term prognostic value of 13N-ammonia myocardial perfusion positron emission tomography. Added value of coronary flow reserve. J Am Coll Cardiol 54:150–156CrossRef Herzog BA, Husmann L, Valenta I, Gaemperli O, Siegrist PT, Tay FM et al (2009) Long-term prognostic value of 13N-ammonia myocardial perfusion positron emission tomography. Added value of coronary flow reserve. J Am Coll Cardiol 54:150–156CrossRef
7.
go back to reference Khorsand A, Graf S, Eidherr H, Wadsak W, Kletter K, Sochor H et al (2005) Gated cardiac 13N-NH3 PET for assessment of left ventricular volumes, mass, and ejection fraction: Comparison with electrocardiography-gated 18F-FDG PET. J Nucl Med 46:2009–2013PubMed Khorsand A, Graf S, Eidherr H, Wadsak W, Kletter K, Sochor H et al (2005) Gated cardiac 13N-NH3 PET for assessment of left ventricular volumes, mass, and ejection fraction: Comparison with electrocardiography-gated 18F-FDG PET. J Nucl Med 46:2009–2013PubMed
8.
go back to reference Nagao M, Hatakenaka M, Matsuo Y, Kamitani T, Higuchi K, Shikata F et al (2012) Subendocardial contractile impairment in chronic ischemic myocardium: Assessment by strain analysis of 3T tagged CMR. J Cardiovasc Magn Reson 14:14CrossRef Nagao M, Hatakenaka M, Matsuo Y, Kamitani T, Higuchi K, Shikata F et al (2012) Subendocardial contractile impairment in chronic ischemic myocardium: Assessment by strain analysis of 3T tagged CMR. J Cardiovasc Magn Reson 14:14CrossRef
9.
go back to reference Kido T, Nagao M, Kido T, Kurata A, Miyagawa M, Ogimoto A et al (2013) Stress/rest circumferential strain in non-ischemia, ischemia, and infarction: Quantification by 3 tesla tagged magnetic resonance imaging. Circ J 77:1235–1241CrossRef Kido T, Nagao M, Kido T, Kurata A, Miyagawa M, Ogimoto A et al (2013) Stress/rest circumferential strain in non-ischemia, ischemia, and infarction: Quantification by 3 tesla tagged magnetic resonance imaging. Circ J 77:1235–1241CrossRef
10.
go back to reference Driss AB, Lepage BDC, Sfaxi A, Hakim M, Elhadad S, Tabet JY et al (2020) Strain predicts left ventricular functional recovery after acute myocardial infarction with systolic dysfunction. Int J Cardiol 307:1–7CrossRef Driss AB, Lepage BDC, Sfaxi A, Hakim M, Elhadad S, Tabet JY et al (2020) Strain predicts left ventricular functional recovery after acute myocardial infarction with systolic dysfunction. Int J Cardiol 307:1–7CrossRef
11.
go back to reference Stathogiannis K, Mor-Avi V, Rashedi N, Lang RM, Patel AR (2020) Regional myocardial strain by cardiac magnetic resonance feature tracking for detection of scar in ischemic heart disease. Magn Reson Imaging 68:190–196CrossRef Stathogiannis K, Mor-Avi V, Rashedi N, Lang RM, Patel AR (2020) Regional myocardial strain by cardiac magnetic resonance feature tracking for detection of scar in ischemic heart disease. Magn Reson Imaging 68:190–196CrossRef
12.
go back to reference Berry C, Mangion K, Pathan F (2018) Spotlight on strain following myocardial infarction. JACC Cardiovasc Imaging 11:1445–1447CrossRef Berry C, Mangion K, Pathan F (2018) Spotlight on strain following myocardial infarction. JACC Cardiovasc Imaging 11:1445–1447CrossRef
13.
go back to reference Reindl M, Tiller C, Holzknecht M, Lechner I, Beck A, Plappert D et al (2019) Prognostic implications of global longitudinal strain by feature-tracking cardiac magnetic resonance in ST-elevation myocardial infarction. Circ Cardiovasc Imaging 12:e009404CrossRef Reindl M, Tiller C, Holzknecht M, Lechner I, Beck A, Plappert D et al (2019) Prognostic implications of global longitudinal strain by feature-tracking cardiac magnetic resonance in ST-elevation myocardial infarction. Circ Cardiovasc Imaging 12:e009404CrossRef
14.
go back to reference Mordi I, Bezerra H, Carrick D, Tzemos N (2015) The combined incremental prognostic value of LVEF, late gadolinium enhancement, and global circumferential strain assessed by CMR. JACC Cardiovasc Imaging 8:540–549CrossRef Mordi I, Bezerra H, Carrick D, Tzemos N (2015) The combined incremental prognostic value of LVEF, late gadolinium enhancement, and global circumferential strain assessed by CMR. JACC Cardiovasc Imaging 8:540–549CrossRef
15.
go back to reference Kawakubo M, Yamasaki Y, Kamitani T, Sagiyama K, Matsuura Y, Hino T et al (2019) Clinical usefulness of right ventricular 3D area strain in the assessment of treatment effects of balloon pulmonary angioplasty in chronic thromboembolic pulmonary hypertension: Comparison with 2D feature-tracking MRI. Eur Radiol 29:4583–4592CrossRef Kawakubo M, Yamasaki Y, Kamitani T, Sagiyama K, Matsuura Y, Hino T et al (2019) Clinical usefulness of right ventricular 3D area strain in the assessment of treatment effects of balloon pulmonary angioplasty in chronic thromboembolic pulmonary hypertension: Comparison with 2D feature-tracking MRI. Eur Radiol 29:4583–4592CrossRef
16.
go back to reference Kawakubo M, Nagao M, Ishizaki U, Shiina Y, Inai K, Yamasaki Y et al (2019) Feature-tracking MRI fractal analysis of right ventricular remodeling in adults with congenitally corrected transposition of the great arteries. Radiol Cardiothorac Imaging 1:e190026CrossRef Kawakubo M, Nagao M, Ishizaki U, Shiina Y, Inai K, Yamasaki Y et al (2019) Feature-tracking MRI fractal analysis of right ventricular remodeling in adults with congenitally corrected transposition of the great arteries. Radiol Cardiothorac Imaging 1:e190026CrossRef
17.
go back to reference Dilsizian V, Bacharach SL, Beanlands RS, Bergmann SR, Delbeke D, Dorbala S et al (2016) ASNC imaging guidelines/SNMMI procedure standard for positron emission tomography (PET) nuclear cardiology procedures. J Nucl Cardiol 23:1187–1226CrossRef Dilsizian V, Bacharach SL, Beanlands RS, Bergmann SR, Delbeke D, Dorbala S et al (2016) ASNC imaging guidelines/SNMMI procedure standard for positron emission tomography (PET) nuclear cardiology procedures. J Nucl Cardiol 23:1187–1226CrossRef
18.
go back to reference Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK et al (2002) Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart. J Cardiovasc Magn Reson 4:203–210CrossRef Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK et al (2002) Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart. J Cardiovasc Magn Reson 4:203–210CrossRef
19.
go back to reference Germano G, Erel J, Kiat H, Kavanagh PB, Berman DS (1997) Quantitative LVEF and qualitative regional function from gated thallium-201 perfusion SPECT. J Nucl Med 38:749–754PubMed Germano G, Erel J, Kiat H, Kavanagh PB, Berman DS (1997) Quantitative LVEF and qualitative regional function from gated thallium-201 perfusion SPECT. J Nucl Med 38:749–754PubMed
20.
go back to reference Yamasaki Y, Abe K, Kamitani T, Hosokawa K, Kawakubo M, Sagiyama K et al (2020) Balloon pulmonary angioplasty improves right atrial reservoir and conduit functions in chronic thromboembolic pulmonary hypertension. Eur Heart J Cardiovasc Imaging 21:855–862CrossRef Yamasaki Y, Abe K, Kamitani T, Hosokawa K, Kawakubo M, Sagiyama K et al (2020) Balloon pulmonary angioplasty improves right atrial reservoir and conduit functions in chronic thromboembolic pulmonary hypertension. Eur Heart J Cardiovasc Imaging 21:855–862CrossRef
21.
go back to reference Mangion K, Burke NMM, McComb C, Carrick D, Woodward R, Berry C (2019) Feature-tracking myocardial strain in healthy adults- a magnetic resonance study at 3.0 tesla. Sci Rep 9:3239CrossRef Mangion K, Burke NMM, McComb C, Carrick D, Woodward R, Berry C (2019) Feature-tracking myocardial strain in healthy adults- a magnetic resonance study at 3.0 tesla. Sci Rep 9:3239CrossRef
22.
go back to reference Sicari R, Cortigiani L (2017) The clinical use of stress echocardiography in ischemic heart disease. Cardiovasc Ultrasound 15:7CrossRef Sicari R, Cortigiani L (2017) The clinical use of stress echocardiography in ischemic heart disease. Cardiovasc Ultrasound 15:7CrossRef
23.
go back to reference Weiss AT, Berman DS, Lew AS, Nielsen J, Potkin B, Swan HJ et al (1987) Transient ischemic dilation of the left ventricle on stress thallium-201 scintigraphy: A marker of severe and extensive coronary artery disease. J Am Coll Cardiol 9:752–759CrossRef Weiss AT, Berman DS, Lew AS, Nielsen J, Potkin B, Swan HJ et al (1987) Transient ischemic dilation of the left ventricle on stress thallium-201 scintigraphy: A marker of severe and extensive coronary artery disease. J Am Coll Cardiol 9:752–759CrossRef
24.
go back to reference Eitel I, Stiermaier T, Lange T, Rommel KP, Koschalka A, Kowallick JT et al (2018) Cardiac magnetic resonance myocardial feature tracking for optimized prediction of cardiovascular events following myocardial infarction. JACC Cardiovasc Imaging 11:1433–1444CrossRef Eitel I, Stiermaier T, Lange T, Rommel KP, Koschalka A, Kowallick JT et al (2018) Cardiac magnetic resonance myocardial feature tracking for optimized prediction of cardiovascular events following myocardial infarction. JACC Cardiovasc Imaging 11:1433–1444CrossRef
25.
go back to reference Cheng A, Langer F, Rodriguez F, Criscione JC, Daughters GT, Miller DC et al (2005) Transmural cardiac strains in the lateral wall of the ovine left ventricle. Am J Physiol Hear Circ Physiol 288:1546–1556CrossRef Cheng A, Langer F, Rodriguez F, Criscione JC, Daughters GT, Miller DC et al (2005) Transmural cardiac strains in the lateral wall of the ovine left ventricle. Am J Physiol Hear Circ Physiol 288:1546–1556CrossRef
26.
go back to reference Kawakubo M, Arai H, Nagao M, Yamasaki Y, Sanui K, Nishimura H et al (2018) Global left ventricular area strain using standard two-dimensional cine magnetic resonance imaging with inter-slice interpolation. Cardiovasc Imaging Asia 2:187–193CrossRef Kawakubo M, Arai H, Nagao M, Yamasaki Y, Sanui K, Nishimura H et al (2018) Global left ventricular area strain using standard two-dimensional cine magnetic resonance imaging with inter-slice interpolation. Cardiovasc Imaging Asia 2:187–193CrossRef
27.
go back to reference Ishizaki U, Nagao M, Shiina Y, Inai K, Mori H, Takahashi T et al (2019) Global strain and dyssynchrony of the single ventricle predict adverse cardiac events after the Fontan procedure: Analysis using feature-tracking cine magnetic resonance imaging. J Cardiol 73:163–170CrossRef Ishizaki U, Nagao M, Shiina Y, Inai K, Mori H, Takahashi T et al (2019) Global strain and dyssynchrony of the single ventricle predict adverse cardiac events after the Fontan procedure: Analysis using feature-tracking cine magnetic resonance imaging. J Cardiol 73:163–170CrossRef
28.
go back to reference Schmidt B, Dick A, Treutlein M, Schiller P, Bunck AC, Maintz D et al (2017) Intra- and inter-observer reproducibility of global and regional magnetic resonance feature tracking derived strain parameters of the left and right ventricle. Eur J Radiol 89:97–105CrossRef Schmidt B, Dick A, Treutlein M, Schiller P, Bunck AC, Maintz D et al (2017) Intra- and inter-observer reproducibility of global and regional magnetic resonance feature tracking derived strain parameters of the left and right ventricle. Eur J Radiol 89:97–105CrossRef
29.
go back to reference Alfakih K, Plein S, Thiele H, Jones T, Ridgway JP, Sivananthan MU (2003) Normal human left and right ventricular dimensions for MRI as assessed by turbo gradient echo and steady-state free precession imaging sequences. J Magn Reson Imaging 17:323–329CrossRef Alfakih K, Plein S, Thiele H, Jones T, Ridgway JP, Sivananthan MU (2003) Normal human left and right ventricular dimensions for MRI as assessed by turbo gradient echo and steady-state free precession imaging sequences. J Magn Reson Imaging 17:323–329CrossRef
Metadata
Title
13N-ammonia positron emission tomography-derived endocardial strain for the assessment of ischemia using feature-tracking in high-resolution cine imaging
Authors
Masateru Kawakubo
Michinobu Nagao
Atsushi Yamamoto
Risako Nakao
Yuka Matsuo
Kenji Fukushim
Eri Watanabe
Akiko Sakai
Masayuki Sasaki
Shuji Sakai
Publication date
11-06-2021
Publisher
Springer International Publishing
Published in
Journal of Nuclear Cardiology / Issue 5/2022
Print ISSN: 1071-3581
Electronic ISSN: 1532-6551
DOI
https://doi.org/10.1007/s12350-021-02677-9

Other articles of this Issue 5/2022

Journal of Nuclear Cardiology 5/2022 Go to the issue