Literature DB >> 20387137

Combined quantitative analysis of attenuation corrected and non-corrected myocardial perfusion SPECT: Method development and clinical validation.

Yuan Xu1, Mathews Fish, James Gerlach, Mark Lemley, Daniel S Berman, Guido Germano, Piotr J Slomka.   

Abstract

BACKGROUND: Attenuation corrected myocardial perfusion SPECT (AC-MPS) has been demonstrated to improve the specificity of detecting coronary artery disease (CAD) by visual analysis which utilizes both non-corrected (NC) and AC data. However, the combined automated quantification of NC and AC-MPS has not been previously described. We aimed to develop a combined quantitative analysis from AC and NC data to improve the accuracy of automated detection of CAD from AC-MPS.
METHODS: Stress total perfusion deficit (TPD) values were generated by standard analysis for NC (NC-TPD), AC (AC-TPD) and by combined NC-AC analysis (NA-TPD), in which the hypoperfusion severity in each polar map location was defined as the average of AC and NC severity computed by comparison with separate AC and NC normal limits. Ischemic TPD was also calculated as the difference between stress TPD and rest TPD for each measure. Stress/rest Tc-99m sestamibi MPS studies in 650 patients with correlating coronary angiography and in 345 patients with a low-likelihood (LLk) of CAD were used to assess diagnostic performance of combined NC-AC analysis.
RESULTS: NA-TPD had a higher receiver-operator-characteristic area under the curve (ROC-AUC) (0.87) than NC-TPD (0.85; P < .01) or AC-TPD (0.85; P < .01) for detection of stenosis >or=70% in angiographic group. It also had higher specificity (75%) vs NC-TPD (65%; P < .0001), or AC-TPD (70%; P = .016). In LLk group, the normalcy rate of NA-TPD (95%) was higher than for NC-TPD (90%; P < .01) and similar to AC-TPD (94%; P = NS). NA-TPD had higher ROC-AUC than that for 17-segment expert visual scoring of stress scans in angiographic group (0.84; P = .01), comparable accuracy (81%) and similar normalcy rates (95% vs 97%; P = NS). Ischemic TPD by combined NC-AC analysis had higher ROC-AUC than that for any ischemic measure. Similar to stress NA-TPD, it also obtained the similar performance results as compared with ischemic TPD based on NC or AC and higher sensitivity (89% vs 85%; P = .0295) as compared with ischemic visual score in angiographic group.
CONCLUSION: Combined NC-AC MPS quantification using either stress or ischemic TPD shows significant improvements for ROC-AUC and specificity of MPS in the detection of CAD compared with standard NC-MPS or AC-MPS and comparable performance to expert visual scoring. This technique may lead to an enhancement in a fully automated quantification for the perfusion analysis by AC-MPS.

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Year:  2010        PMID: 20387137      PMCID: PMC2935899          DOI: 10.1007/s12350-010-9220-8

Source DB:  PubMed          Journal:  J Nucl Cardiol        ISSN: 1071-3581            Impact factor:   5.952


  22 in total

1.  American Society of Nuclear Cardiology and Society of Nuclear Medicine joint position statement: attenuation correction of myocardial perfusion SPECT scintigraphy.

Authors:  Gary V Heller; Jonathan Links; Timothy M Bateman; Jack A Ziffer; Edward Ficaro; Mylan C Cohen; Robert C Hendel
Journal:  J Nucl Cardiol       Date:  2004 Mar-Apr       Impact factor: 5.952

2.  Improved coronary disease detection with quantitative attenuation-corrected Tl-201 images.

Authors:  Mathew Shotwell; Balkrishna M Singh; Charlotte Fortman; Brian D Bauman; Jennifer Lukes; Myron C Gerson
Journal:  J Nucl Cardiol       Date:  2002 Jan-Feb       Impact factor: 5.952

3.  Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

Authors:  E R DeLong; D M DeLong; D L Clarke-Pearson
Journal:  Biometrics       Date:  1988-09       Impact factor: 2.571

4.  Analysis of probability as an aid in the clinical diagnosis of coronary-artery disease.

Authors:  G A Diamond; J S Forrester
Journal:  N Engl J Med       Date:  1979-06-14       Impact factor: 91.245

5.  Automatic quantification of ejection fraction from gated myocardial perfusion SPECT.

Authors:  G Germano; H Kiat; P B Kavanagh; M Moriel; M Mazzanti; H T Su; K F Van Train; D S Berman
Journal:  J Nucl Med       Date:  1995-11       Impact factor: 10.057

6.  Attenuation correction and gating synergistically improve the diagnostic accuracy of myocardial perfusion SPECT.

Authors:  Jonathan M Links; E Gordon DePuey; Raymond Taillefer; Lewis C Becker
Journal:  J Nucl Cardiol       Date:  2002 Mar-Apr       Impact factor: 5.952

7.  Automated quality control for segmentation of myocardial perfusion SPECT.

Authors:  Yuan Xu; Paul Kavanagh; Mathews Fish; James Gerlach; Amit Ramesh; Mark Lemley; Sean Hayes; Daniel S Berman; Guido Germano; Piotr J Slomka
Journal:  J Nucl Med       Date:  2009-08-18       Impact factor: 10.057

8.  Quantitative Tc-99m sestamibi attenuation-corrected SPECT: development and multicenter trial validation of myocardial perfusion stress gender-independent normal database in an obese population.

Authors:  Gabriel B Grossman; Ernest V Garcia; Timothy M Bateman; Gary V Heller; Lynne L Johnson; Russell D Folks; S James Cullom; James R Galt; James A Case; Cesar A Santana; Raghuveer K Halkar
Journal:  J Nucl Cardiol       Date:  2004 May-Jun       Impact factor: 5.952

9.  Simultaneous transmission/emission myocardial perfusion tomography. Diagnostic accuracy of attenuation-corrected 99mTc-sestamibi single-photon emission computed tomography.

Authors:  E P Ficaro; J A Fessler; P D Shreve; J N Kritzman; P A Rose; J R Corbett
Journal:  Circulation       Date:  1996-02-01       Impact factor: 29.690

10.  Multicenter investigation comparing a highly efficient half-time stress-only attenuation correction approach against standard rest-stress Tc-99m SPECT imaging.

Authors:  Timothy M Bateman; Gary V Heller; A Iain McGhie; Staci A Courter; Robert A Golub; James A Case; S James Cullom
Journal:  J Nucl Cardiol       Date:  2009-06-23       Impact factor: 5.952

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  27 in total

Review 1.  Quantitative analysis of perfusion studies: strengths and pitfalls.

Authors:  Piotr Slomka; Yuan Xu; Daniel Berman; Guido Germano
Journal:  J Nucl Cardiol       Date:  2012-04       Impact factor: 5.952

2.  Fully automated wall motion and thickening scoring system for myocardial perfusion SPECT: method development and validation in large population.

Authors:  Piotr J Slomka; Daniel S Berman; Yuan Xu; Paul Kavanagh; Sean W Hayes; Sharmila Dorbala; Mathews Fish; Guido Germano
Journal:  J Nucl Cardiol       Date:  2012-01-26       Impact factor: 5.952

3.  Direct quantification of left ventricular motion and thickening changes using rest-stress myocardial perfusion SPECT.

Authors:  Shahryar Karimi-Ashtiani; Reza Arsanjani; Mathews Fish; Paul Kavanagh; Guido Germano; Daniel Berman; Piotr Slomka
Journal:  J Nucl Med       Date:  2012-08-07       Impact factor: 10.057

Review 4.  Quantitative Clinical Nuclear Cardiology, Part 1: Established Applications.

Authors:  Ernest V Garcia; Piotr Slomka; Jonathan B Moody; Guido Germano; Edward P Ficaro
Journal:  J Nucl Med       Date:  2019-11       Impact factor: 10.057

5.  Clinical value of supine and upright myocardial perfusion imaging in obese patients using the D-SPECT camera.

Authors:  Simona Ben-Haim; Omar Almukhailed; Johanne Neill; Piotr Slomka; Rayjanah Allie; Dalia Shiti; Daniel S Berman; Jamshed Bomanji
Journal:  J Nucl Cardiol       Date:  2014-01-30       Impact factor: 5.952

6.  Two-position supine/prone myocardial perfusion SPECT (MPS) imaging improves visual inter-observer correlation and agreement.

Authors:  Reza Arsanjani; Sean W Hayes; Mathews Fish; Aryeh Shalev; Rine Nakanishi; Louise E J Thomson; John D Friedman; Guido Germano; Daniel S Berman; Piotr Slomka
Journal:  J Nucl Cardiol       Date:  2014-05-08       Impact factor: 5.952

7.  Improved accuracy of myocardial perfusion SPECT for the detection of coronary artery disease using a support vector machine algorithm.

Authors:  Reza Arsanjani; Yuan Xu; Damini Dey; Matthews Fish; Sharmila Dorbala; Sean Hayes; Daniel Berman; Guido Germano; Piotr Slomka
Journal:  J Nucl Med       Date:  2013-03-12       Impact factor: 10.057

8.  Comparison of fully automated computer analysis and visual scoring for detection of coronary artery disease from myocardial perfusion SPECT in a large population.

Authors:  Reza Arsanjani; Yuan Xu; Sean W Hayes; Mathews Fish; Mark Lemley; James Gerlach; Sharmila Dorbala; Daniel S Berman; Guido Germano; Piotr Slomka
Journal:  J Nucl Med       Date:  2013-01-11       Impact factor: 10.057

Review 9.  Automated Quantitative Nuclear Cardiology Methods.

Authors:  Manish Motwani; Daniel S Berman; Guido Germano; Piotr Slomka
Journal:  Cardiol Clin       Date:  2015-10-20       Impact factor: 2.213

10.  Improved accuracy of myocardial perfusion SPECT for detection of coronary artery disease by machine learning in a large population.

Authors:  Reza Arsanjani; Yuan Xu; Damini Dey; Vishal Vahistha; Aryeh Shalev; Rine Nakanishi; Sean Hayes; Mathews Fish; Daniel Berman; Guido Germano; Piotr J Slomka
Journal:  J Nucl Cardiol       Date:  2013-05-24       Impact factor: 5.952

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