Skip to main content
Top
Published in: EJNMMI Research 1/2019

Open Access 01-12-2019 | Computed Tomography | Original research

Phase analysis single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) detects dyssynchrony in myocardial scar and increases specificity of MPI

Authors: John P. Bois, Chris Scott, Panithaya Chareonthaitawee, Raymond J. Gibbons, Martin Rodriguez-Porcel

Published in: EJNMMI Research | Issue 1/2019

Login to get access

Abstract

Background

Myocardial perfusion imaging (MPI) with single-photon emission computed tomography (SPECT) is commonly used to assess patients with cardiovascular disease. However, in certain scenarios, it may have limited specificity in the identification of hemodynamically significant coronary artery disease (e.g., false positive), potentially resulting in additional unnecessary testing and treatment. Phase analysis (PA) is an emerging, highly reproducible quantitative technology that can differentiate normal myocardial activation (synchrony) from myocardial scar (dyssynchrony). The objective of this study is to determine if PA can improve the specificity SPECT MPI.

Methods

An initial cohort of 340 patients (derivation cohort), referred for SPECT-MPI, was prospectively enrolled. Resting MPI studies were assessed for resting perfusion defects (scar). These were utilized as the reference standard for scar. Subsequently, we collected a second independent validation cohort of 138 patients and tested the potential of PA to reclassify patients for the diagnosis of “scar” or “no scar.” Patients were assigned to three categories depending upon their pre-test probability of scar based on multiple clinical and imaging parameters: ≤ 10% (no scar), 11–74% (indeterminate), and ≥ 75% (scar). The ability of PA variables to reclassify patients with scar to a higher group and those without scar to a lower group was then determined using the net reclassification index (NRI).

Results

Entropy (≥ 59%) was independently associated with scar in both patient cohorts with an odds ratio greater than five. Furthermore, when added to multiple clinical/imaging variables, the use of entropy significantly improved the area under the curve for assessment of scar (0.67 vs. 0.59, p = 0.04). The use of entropy correctly reclassified 24% of patients without scar, by clinical model, to a lower risk category (as determined by pre-test probability) with an overall NRI of 18% in this validation cohort.

Discussion

The use of PA entropy can improve the specificity of SPECT MPI and may serve as a useful adjunctive tool to the interpreting physician. The current study determined the optimal PA parameters to detect scar (derivation cohort) and applied these parameters to a second, independent, patient group and noted that entropy (≥ 59%) was independently associated with scar in both patient cohorts. Therefore, PA, which requires no additional imaging time or radiation, enhances the diagnostic capabilities of SPECT MPI.

Conclusion

The use of PA entropy significantly improved the specificity of SPECT MPI and could influence the labeling of a patient as having or not having myocardial scar and thereby may influence not only diagnostic reporting but also potentially prognostic determination and therapeutic decision-making.
Literature
1.
go back to reference Lloyd-Jones D, Adams R, Carnethon M, De Simone G, Ferguson TB, Flegal K, et al. Heart disease and stroke statistics–2009 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2009;119(3):e21–181.PubMed Lloyd-Jones D, Adams R, Carnethon M, De Simone G, Ferguson TB, Flegal K, et al. Heart disease and stroke statistics–2009 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2009;119(3):e21–181.PubMed
2.
go back to reference Berrington de Gonzalez A, Kim KP, Smith-Bindman R, McAreavey D. Myocardial perfusion scans: projected population cancer risks from current levels of use in the United States. Circulation. 2010;122(23):2403–10.CrossRef Berrington de Gonzalez A, Kim KP, Smith-Bindman R, McAreavey D. Myocardial perfusion scans: projected population cancer risks from current levels of use in the United States. Circulation. 2010;122(23):2403–10.CrossRef
3.
go back to reference Arbab-Zadeh A. Stress testing and non-invasive coronary angiography in patients with suspected coronary artery disease: time for a new paradigm. Heart Int. 2012;7(1):e2.CrossRef Arbab-Zadeh A. Stress testing and non-invasive coronary angiography in patients with suspected coronary artery disease: time for a new paradigm. Heart Int. 2012;7(1):e2.CrossRef
4.
go back to reference Schinkel AF, Bax JJ, Elhendy A, van Domburg RT, Valkema R, Vourvouri E, et al. Long-term prognostic value of dobutamine stress echocardiography compared with myocardial perfusion scanning in patients unable to perform exercise tests. Am J Med. 2004;117(1):1–9.CrossRef Schinkel AF, Bax JJ, Elhendy A, van Domburg RT, Valkema R, Vourvouri E, et al. Long-term prognostic value of dobutamine stress echocardiography compared with myocardial perfusion scanning in patients unable to perform exercise tests. Am J Med. 2004;117(1):1–9.CrossRef
5.
go back to reference Brown KA, Altland E, Rowen M. Prognostic value of normal technetium-99m-sestamibi cardiac imaging. J Nucl Med. 1994;35(4):554–7.PubMed Brown KA, Altland E, Rowen M. Prognostic value of normal technetium-99m-sestamibi cardiac imaging. J Nucl Med. 1994;35(4):554–7.PubMed
6.
go back to reference Geleijnse ML, Elhendy A, van Domburg RT, Cornel JH, Reijs AE, Fioretti PM. Prognostic significance of normal dobutamine-atropine stress sestamibi scintigraphy in women with chest pain. Am J Cardiol. 1996;77(12):1057–61.CrossRef Geleijnse ML, Elhendy A, van Domburg RT, Cornel JH, Reijs AE, Fioretti PM. Prognostic significance of normal dobutamine-atropine stress sestamibi scintigraphy in women with chest pain. Am J Cardiol. 1996;77(12):1057–61.CrossRef
7.
go back to reference Elhendy A, Schinkel A, Bax JJ, van Domburg RT, Poldermans D. Long-term prognosis after a normal exercise stress Tc-99m sestamibi SPECT study. J Nucl Cardiol. 2003;10(3):261–6.CrossRef Elhendy A, Schinkel A, Bax JJ, van Domburg RT, Poldermans D. Long-term prognosis after a normal exercise stress Tc-99m sestamibi SPECT study. J Nucl Cardiol. 2003;10(3):261–6.CrossRef
8.
go back to reference Mancia G, De Backer G, Dominiczak A, Cifkova R, Fagard R, Germano G, et al. 2007 guidelines for the management of arterial hypertension: the task force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). J Hypertens. 2007;25(6):1105–87.CrossRef Mancia G, De Backer G, Dominiczak A, Cifkova R, Fagard R, Germano G, et al. 2007 guidelines for the management of arterial hypertension: the task force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). J Hypertens. 2007;25(6):1105–87.CrossRef
9.
go back to reference Rosendorff C, Black HR, Cannon CP, Gersh BJ, Gore J, Izzo JL Jr, et al. Treatment of hypertension in the prevention and management of ischemic heart disease: a scientific statement from the American Heart Association Council for high blood pressure research and the councils on clinical cardiology and epidemiology and prevention. Circulation. 2007;115(21):2761–88.CrossRef Rosendorff C, Black HR, Cannon CP, Gersh BJ, Gore J, Izzo JL Jr, et al. Treatment of hypertension in the prevention and management of ischemic heart disease: a scientific statement from the American Heart Association Council for high blood pressure research and the councils on clinical cardiology and epidemiology and prevention. Circulation. 2007;115(21):2761–88.CrossRef
10.
go back to reference Fathala A. Myocardial perfusion scintigraphy: techniques, interpretation, indications and reporting. Ann Saudi Med. 2011;31(6):625–34.CrossRef Fathala A. Myocardial perfusion scintigraphy: techniques, interpretation, indications and reporting. Ann Saudi Med. 2011;31(6):625–34.CrossRef
11.
go back to reference van Dongen AJ, van Rijk PP. Minimizing liver, bowel, and gastric activity in myocardial perfusion SPECT. J Nucl Med. 2000;41(8):1315–7.PubMed van Dongen AJ, van Rijk PP. Minimizing liver, bowel, and gastric activity in myocardial perfusion SPECT. J Nucl Med. 2000;41(8):1315–7.PubMed
12.
go back to reference Miles J, Cullom SJ, Case JA. An introduction to attenuation correction. J Nucl Cardiol. 1999;6(4):449–57.CrossRef Miles J, Cullom SJ, Case JA. An introduction to attenuation correction. J Nucl Cardiol. 1999;6(4):449–57.CrossRef
13.
go back to reference DePuey EG, Guertler-Krawczynska E, Perkins JV, Robbins WL, Whelchel JD, Clements SD. Alterations in myocardial thallium-201 distribution in patients with chronic systemic hypertension undergoing single-photon emission computed tomography. Am J Cardiol. 1988;62(4):234–8.CrossRef DePuey EG, Guertler-Krawczynska E, Perkins JV, Robbins WL, Whelchel JD, Clements SD. Alterations in myocardial thallium-201 distribution in patients with chronic systemic hypertension undergoing single-photon emission computed tomography. Am J Cardiol. 1988;62(4):234–8.CrossRef
14.
go back to reference Holly TA, Abbott BG, Al-Mallah M, Calnon DA, Cohen MC, DiFilippo FP, et al. Single photon-emission computed tomography. J Nucl Cardiol. 2010;17(5):941–73.CrossRef Holly TA, Abbott BG, Al-Mallah M, Calnon DA, Cohen MC, DiFilippo FP, et al. Single photon-emission computed tomography. J Nucl Cardiol. 2010;17(5):941–73.CrossRef
15.
go back to reference Des Prez RD, Shaw LJ, Gillespie RL, Jaber WA, Noble GL, Soman P, et al. Cost-effectiveness of myocardial perfusion imaging: a summary of the currently available literature. J Nucl Cardiol. 2005;12(6):750–9.CrossRef Des Prez RD, Shaw LJ, Gillespie RL, Jaber WA, Noble GL, Soman P, et al. Cost-effectiveness of myocardial perfusion imaging: a summary of the currently available literature. J Nucl Cardiol. 2005;12(6):750–9.CrossRef
16.
go back to reference Chen J, Henneman MM, Trimble MA, Bax JJ, Borges-Neto S, Iskandrian AE, et al. Assessment of left ventricular mechanical dyssynchrony by phase analysis of ECG-gated SPECT myocardial perfusion imaging. J Nucl Cardiol. 2008;15(1):127–36.CrossRef Chen J, Henneman MM, Trimble MA, Bax JJ, Borges-Neto S, Iskandrian AE, et al. Assessment of left ventricular mechanical dyssynchrony by phase analysis of ECG-gated SPECT myocardial perfusion imaging. J Nucl Cardiol. 2008;15(1):127–36.CrossRef
17.
go back to reference Trimble MA, Velazquez EJ, Adams GL, Honeycutt EF, Pagnanelli RA, Barnhart HX, et al. Repeatability and reproducibility of phase analysis of gated single-photon emission computed tomography myocardial perfusion imaging used to quantify cardiac dyssynchrony. Nucl Med Commun. 2008;29(4):374–81.CrossRef Trimble MA, Velazquez EJ, Adams GL, Honeycutt EF, Pagnanelli RA, Barnhart HX, et al. Repeatability and reproducibility of phase analysis of gated single-photon emission computed tomography myocardial perfusion imaging used to quantify cardiac dyssynchrony. Nucl Med Commun. 2008;29(4):374–81.CrossRef
18.
go back to reference Lin X, Xu H, Zhao X, Folks RD, Garcia EV, Soman P, et al. Repeatability of left ventricular dyssynchrony and function parameters in serial gated myocardial perfusion SPECT studies. J Nucl Cardiol. 2010;17(5):811–6.CrossRef Lin X, Xu H, Zhao X, Folks RD, Garcia EV, Soman P, et al. Repeatability of left ventricular dyssynchrony and function parameters in serial gated myocardial perfusion SPECT studies. J Nucl Cardiol. 2010;17(5):811–6.CrossRef
19.
go back to reference Galt JR, Garcia EV, Robbins WL. Effects of myocardial wall thickness on SPECT quantification. IEEE Trans Med Imaging. 1990;9(2):144–50.CrossRef Galt JR, Garcia EV, Robbins WL. Effects of myocardial wall thickness on SPECT quantification. IEEE Trans Med Imaging. 1990;9(2):144–50.CrossRef
20.
go back to reference Pazhenkottil AP, Buechel RR, Herzog BA, Nkoulou RN, Valenta I, Fehlmann U, et al. Ultrafast assessment of left ventricular dyssynchrony from nuclear myocardial perfusion imaging on a new high-speed gamma camera. Eur J Nucl Med Mol Imaging. 2010;37(11):2086–92.CrossRef Pazhenkottil AP, Buechel RR, Herzog BA, Nkoulou RN, Valenta I, Fehlmann U, et al. Ultrafast assessment of left ventricular dyssynchrony from nuclear myocardial perfusion imaging on a new high-speed gamma camera. Eur J Nucl Med Mol Imaging. 2010;37(11):2086–92.CrossRef
21.
go back to reference Li D, Zhou Y, Feng J, Yuan D, Cao K, Garcia EV, et al. Impact of image reconstruction on phase analysis of ECG-gated myocardial perfusion SPECT studies. Nucl Med Commun. 2009;30(9):700–5.CrossRef Li D, Zhou Y, Feng J, Yuan D, Cao K, Garcia EV, et al. Impact of image reconstruction on phase analysis of ECG-gated myocardial perfusion SPECT studies. Nucl Med Commun. 2009;30(9):700–5.CrossRef
22.
go back to reference Aljaroudi W, Koneru J, Heo J, Iskandrian AE. Impact of ischemia on left ventricular dyssynchrony by phase analysis of gated single photon emission computed tomography myocardial perfusion imaging. J Nucl Cardiol. 2011;18(1):36–42.CrossRef Aljaroudi W, Koneru J, Heo J, Iskandrian AE. Impact of ischemia on left ventricular dyssynchrony by phase analysis of gated single photon emission computed tomography myocardial perfusion imaging. J Nucl Cardiol. 2011;18(1):36–42.CrossRef
23.
go back to reference Boogers MM, Van Kriekinge SD, Henneman MM, Ypenburg C, Van Bommel RJ, Boersma E, et al. Quantitative gated SPECT-derived phase analysis on gated myocardial perfusion SPECT detects left ventricular dyssynchrony and predicts response to cardiac resynchronization therapy. J Nucl Med. 2009;50(5):718–25.CrossRef Boogers MM, Van Kriekinge SD, Henneman MM, Ypenburg C, Van Bommel RJ, Boersma E, et al. Quantitative gated SPECT-derived phase analysis on gated myocardial perfusion SPECT detects left ventricular dyssynchrony and predicts response to cardiac resynchronization therapy. J Nucl Med. 2009;50(5):718–25.CrossRef
24.
go back to reference Kass DA. An epidemic of dyssynchrony: but what does it mean? J Am Coll Cardiol. 2008;51(1):12–7.CrossRef Kass DA. An epidemic of dyssynchrony: but what does it mean? J Am Coll Cardiol. 2008;51(1):12–7.CrossRef
25.
go back to reference Skulstad H, Edvardsen T, Urheim S, Rabben SI, Stugaard M, Lyseggen E, et al. Postsystolic shortening in ischemic myocardium: active contraction or passive recoil? Circulation. 2002;106(6):718–24.CrossRef Skulstad H, Edvardsen T, Urheim S, Rabben SI, Stugaard M, Lyseggen E, et al. Postsystolic shortening in ischemic myocardium: active contraction or passive recoil? Circulation. 2002;106(6):718–24.CrossRef
26.
go back to reference Pislaru C, Anagnostopoulos PC, Seward JB, Greenleaf JF, Belohlavek M. Higher myocardial strain rates during isovolumic relaxation phase than during ejection characterize acutely ischemic myocardium. J Am Coll Cardiol. 2002;40(8):1487–94.CrossRef Pislaru C, Anagnostopoulos PC, Seward JB, Greenleaf JF, Belohlavek M. Higher myocardial strain rates during isovolumic relaxation phase than during ejection characterize acutely ischemic myocardium. J Am Coll Cardiol. 2002;40(8):1487–94.CrossRef
27.
go back to reference Germano G, Kavanagh PB, Waechter P, Areeda J, Van Kriekinge S, Sharir T, et al. A new algorithm for the quantitation of myocardial perfusion SPECT. I: technical principles and reproducibility. J Nucl Med. 2000;41(4):712–9.PubMed Germano G, Kavanagh PB, Waechter P, Areeda J, Van Kriekinge S, Sharir T, et al. A new algorithm for the quantitation of myocardial perfusion SPECT. I: technical principles and reproducibility. J Nucl Med. 2000;41(4):712–9.PubMed
28.
go back to reference Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK, et al. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart. A statement for healthcare professionals from the Cardiac Imaging Committee of the Council on Clinical Cardiology of the American Heart Association. Circulation. 2002;105(4):539–42.CrossRef Cerqueira MD, Weissman NJ, Dilsizian V, Jacobs AK, Kaul S, Laskey WK, et al. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart. A statement for healthcare professionals from the Cardiac Imaging Committee of the Council on Clinical Cardiology of the American Heart Association. Circulation. 2002;105(4):539–42.CrossRef
29.
go back to reference O'Connor MK, Hammell T, Gibbons RJ. In vitro validation of a simple tomographic technique for estimation of percentage myocardium at risk using methoxyisobutyl isonitrile technetium 99m (sestamibi). Eur J Nucl Med. 1990;17(1–2):69–76.CrossRef O'Connor MK, Hammell T, Gibbons RJ. In vitro validation of a simple tomographic technique for estimation of percentage myocardium at risk using methoxyisobutyl isonitrile technetium 99m (sestamibi). Eur J Nucl Med. 1990;17(1–2):69–76.CrossRef
30.
go back to reference Tilkemeier PL, Bourque J, Doukky R, Sanghani R, Weinberg RL. ASNC imaging guidelines for nuclear cardiology procedures: standardized reporting of nuclear cardiology procedures. J Nucl Cardiol. 2017;24(6):2064–128.CrossRef Tilkemeier PL, Bourque J, Doukky R, Sanghani R, Weinberg RL. ASNC imaging guidelines for nuclear cardiology procedures: standardized reporting of nuclear cardiology procedures. J Nucl Cardiol. 2017;24(6):2064–128.CrossRef
31.
go back to reference Trimble MA, Borges-Neto S, Smallheiser S, Chen J, Honeycutt EF, Shaw LK, et al. Evaluation of left ventricular mechanical dyssynchrony as determined by phase analysis of ECG-gated SPECT myocardial perfusion imaging in patients with left ventricular dysfunction and conduction disturbances. J Nucl Cardiol. 2007;14(3):298–307.CrossRef Trimble MA, Borges-Neto S, Smallheiser S, Chen J, Honeycutt EF, Shaw LK, et al. Evaluation of left ventricular mechanical dyssynchrony as determined by phase analysis of ECG-gated SPECT myocardial perfusion imaging in patients with left ventricular dysfunction and conduction disturbances. J Nucl Cardiol. 2007;14(3):298–307.CrossRef
32.
go back to reference Shannon CE. The mathematical theory of communication. 1963. MD Computing. 1997;14(4):306–17.PubMed Shannon CE. The mathematical theory of communication. 1963. MD Computing. 1997;14(4):306–17.PubMed
33.
go back to reference Patel MR, Peterson ED, Dai D, Brennan JM, Redberg RF, Anderson HV, et al. Low diagnostic yield of elective coronary angiography. N Engl J Med. 2010;362(10):886–95.CrossRef Patel MR, Peterson ED, Dai D, Brennan JM, Redberg RF, Anderson HV, et al. Low diagnostic yield of elective coronary angiography. N Engl J Med. 2010;362(10):886–95.CrossRef
34.
go back to reference Pryor DB, Harrell FE Jr, Lee KL, Califf RM, Rosati RA. Estimating the likelihood of significant coronary artery disease. Am J Med. 1983;75(5):771–80.CrossRef Pryor DB, Harrell FE Jr, Lee KL, Califf RM, Rosati RA. Estimating the likelihood of significant coronary artery disease. Am J Med. 1983;75(5):771–80.CrossRef
35.
go back to reference Gibbons RJ. What is the evidence? A call for scientific rigor: Fourteenth Annual Mario S. Verani, MD, Memorial Lecture. J Nucl Cardiol. 2017;24(2):625–48.CrossRef Gibbons RJ. What is the evidence? A call for scientific rigor: Fourteenth Annual Mario S. Verani, MD, Memorial Lecture. J Nucl Cardiol. 2017;24(2):625–48.CrossRef
36.
go back to reference Hoffman RM, Clanon DL, Littenberg B, Frank JJ, Peirce JC. Using the free-to-total prostate-specific antigen ratio to detect prostate cancer in men with nonspecific elevations of prostate-specific antigen levels. J Gen Intern Med. 2000;15(10):739–48.CrossRef Hoffman RM, Clanon DL, Littenberg B, Frank JJ, Peirce JC. Using the free-to-total prostate-specific antigen ratio to detect prostate cancer in men with nonspecific elevations of prostate-specific antigen levels. J Gen Intern Med. 2000;15(10):739–48.CrossRef
37.
go back to reference Pencina MJ, D'Agostino RB Sr, D'Agostino RB Jr, Vasan RS. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med. 2008;27(2):157–72 discussion 207-12.CrossRef Pencina MJ, D'Agostino RB Sr, D'Agostino RB Jr, Vasan RS. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med. 2008;27(2):157–72 discussion 207-12.CrossRef
38.
go back to reference Chen CC, Shen TY, Chang MC, Hung GU, Chen WC, Kao CH, et al. Stress-induced myocardial ischemia is associated with early post-stress left ventricular mechanical dyssynchrony as assessed by phase analysis of 201Tl gated SPECT myocardial perfusion imaging. Eur J Nucl Med Mol Imaging. 2012;39(12):1904–9.CrossRef Chen CC, Shen TY, Chang MC, Hung GU, Chen WC, Kao CH, et al. Stress-induced myocardial ischemia is associated with early post-stress left ventricular mechanical dyssynchrony as assessed by phase analysis of 201Tl gated SPECT myocardial perfusion imaging. Eur J Nucl Med Mol Imaging. 2012;39(12):1904–9.CrossRef
39.
go back to reference Huang WS, Huang CH, Lee CL, Chen CP, Hung GU, Chen J. Relation of early post-stress left ventricular dyssynchrony and the extent of angiographic coronary artery disease. J Nucl Cardiol. 2014;21(6):1048–56.CrossRef Huang WS, Huang CH, Lee CL, Chen CP, Hung GU, Chen J. Relation of early post-stress left ventricular dyssynchrony and the extent of angiographic coronary artery disease. J Nucl Cardiol. 2014;21(6):1048–56.CrossRef
40.
go back to reference Hida S, Chikamori T, Tanaka H, Igarashi Y, Shiba C, Usui Y, et al. Diagnostic value of left ventricular dyssynchrony after exercise and at rest in the detection of multivessel coronary artery disease on single-photon emission computed tomography. Circulat J. 2012;76(8):1942–52.CrossRef Hida S, Chikamori T, Tanaka H, Igarashi Y, Shiba C, Usui Y, et al. Diagnostic value of left ventricular dyssynchrony after exercise and at rest in the detection of multivessel coronary artery disease on single-photon emission computed tomography. Circulat J. 2012;76(8):1942–52.CrossRef
41.
go back to reference Igarashi Y, Chikamori T, Hida S, Tanaka H, Shiba C, Usui Y, et al. Usefulness of phase analysis to differentiate ischemic and non-ischemic etiologies of left ventricular systolic dysfunction in patients with heart failure. Circulat J. 2014;78(1):141–50.CrossRef Igarashi Y, Chikamori T, Hida S, Tanaka H, Shiba C, Usui Y, et al. Usefulness of phase analysis to differentiate ischemic and non-ischemic etiologies of left ventricular systolic dysfunction in patients with heart failure. Circulat J. 2014;78(1):141–50.CrossRef
42.
go back to reference Singh H, Patel CD, Sharma P, Naik N, Singh S, Narang R. Does perfusion pattern influence stress-induced changes in left ventricular mechanical dyssynchrony on thallium-201-gated SPECT myocardial perfusion imaging? J Nucl Cardiol. 2015;22(1):36–43.CrossRef Singh H, Patel CD, Sharma P, Naik N, Singh S, Narang R. Does perfusion pattern influence stress-induced changes in left ventricular mechanical dyssynchrony on thallium-201-gated SPECT myocardial perfusion imaging? J Nucl Cardiol. 2015;22(1):36–43.CrossRef
43.
go back to reference Federspiel JJ, Mudrick DW, Shah BR, Stearns SC, Masoudi FA, Cowper PA, et al. Patterns and predictors of stress testing modality after percutaneous coronary stenting: data from the NCDR®. JACC Cardiovasc Imaging. 2012;5(10):969–80.CrossRef Federspiel JJ, Mudrick DW, Shah BR, Stearns SC, Masoudi FA, Cowper PA, et al. Patterns and predictors of stress testing modality after percutaneous coronary stenting: data from the NCDR®. JACC Cardiovasc Imaging. 2012;5(10):969–80.CrossRef
Metadata
Title
Phase analysis single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) detects dyssynchrony in myocardial scar and increases specificity of MPI
Authors
John P. Bois
Chris Scott
Panithaya Chareonthaitawee
Raymond J. Gibbons
Martin Rodriguez-Porcel
Publication date
01-12-2019
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2019
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/s13550-019-0476-y

Other articles of this Issue 1/2019

EJNMMI Research 1/2019 Go to the issue