Skip to main content
Top
Published in: European Radiology 6/2017

Open Access 01-06-2017 | Cardiac

Diagnostic value of transmural perfusion ratio derived from dynamic CT-based myocardial perfusion imaging for the detection of haemodynamically relevant coronary artery stenosis

Authors: Adriaan Coenen, Marisa M. Lubbers, Akira Kurata, Atsushi Kono, Admir Dedic, Raluca G. Chelu, Marcel L. Dijkshoorn, Alexia Rossi, Robert-Jan M. van Geuns, Koen Nieman

Published in: European Radiology | Issue 6/2017

Login to get access

Abstract

Objectives

To investigate the additional value of transmural perfusion ratio (TPR) in dynamic CT myocardial perfusion imaging for detection of haemodynamically significant coronary artery disease compared with fractional flow reserve (FFR).

Methods

Subjects with suspected or known coronary artery disease were prospectively included and underwent a CT-MPI examination. From the CT-MPI time-point data absolute myocardial blood flow (MBF) values were temporally resolved using a hybrid deconvolution model. An absolute MBF value was measured in the suspected perfusion defect. TPR was defined as the ratio between the subendocardial and subepicardial MBF. TPR and MBF results were compared with invasive FFR using a threshold of 0.80.

Results

Forty-three patients and 94 territories were analysed. The area under the receiver operator curve was larger for MBF (0.78) compared with TPR (0.65, P = 0.026). No significant differences were found in diagnostic classification between MBF and TPR with a territory-based accuracy of 77 % (67-86 %) for MBF compared with 70 % (60-81 %) for TPR. Combined MBF and TPR classification did not improve the diagnostic classification.

Conclusions

Dynamic CT-MPI-based transmural perfusion ratio predicts haemodynamically significant coronary artery disease. However, diagnostic performance of dynamic CT-MPI-derived TPR is inferior to quantified MBF and has limited incremental value.

Key Points

The transmural perfusion ratio from dynamic CT-MPI predicts functional obstructive coronary artery disease
Performance of the transmural perfusion ratio is inferior to quantified myocardial blood flow
The incremental value of the transmural perfusion ratio is limited
Literature
1.
go back to reference Nagel E, Klein C, Paetsch I et al (2003) Magnetic resonance perfusion measurements for the noninvasive detection of coronary artery disease. Circulation 108:432–437CrossRefPubMed Nagel E, Klein C, Paetsch I et al (2003) Magnetic resonance perfusion measurements for the noninvasive detection of coronary artery disease. Circulation 108:432–437CrossRefPubMed
2.
go back to reference Uren NG, Melin JA, De Bruyne B, Wijns W, Baudhuin T, Camici PG (1994) Relation between myocardial blood flow and the severity of coronary-artery stenosis. N Engl J Med 330:1782–1788CrossRefPubMed Uren NG, Melin JA, De Bruyne B, Wijns W, Baudhuin T, Camici PG (1994) Relation between myocardial blood flow and the severity of coronary-artery stenosis. N Engl J Med 330:1782–1788CrossRefPubMed
3.
go back to reference Bamberg F, Klotz E, Flohr T et al (2010) Dynamic myocardial stress perfusion imaging using fast dual-source CT with alternating table positions: initial experience. Eur Radiol 20:1168–1173CrossRefPubMed Bamberg F, Klotz E, Flohr T et al (2010) Dynamic myocardial stress perfusion imaging using fast dual-source CT with alternating table positions: initial experience. Eur Radiol 20:1168–1173CrossRefPubMed
4.
go back to reference Rossi A, Merkus D, Klotz E, Mollet N, de Feyter PJ, Krestin GP (2014) Stress myocardial perfusion: imaging with multidetector CT. Radiology 270:25–46CrossRefPubMed Rossi A, Merkus D, Klotz E, Mollet N, de Feyter PJ, Krestin GP (2014) Stress myocardial perfusion: imaging with multidetector CT. Radiology 270:25–46CrossRefPubMed
5.
go back to reference Bamberg F, Becker A, Schwarz F et al (2011) Detection of hemodynamically significant coronary artery stenosis: incremental diagnostic value of dynamic CT-based myocardial perfusion imaging. Radiology 260:689–698CrossRefPubMed Bamberg F, Becker A, Schwarz F et al (2011) Detection of hemodynamically significant coronary artery stenosis: incremental diagnostic value of dynamic CT-based myocardial perfusion imaging. Radiology 260:689–698CrossRefPubMed
6.
go back to reference Greif M, von Ziegler F, Bamberg F et al (2013) CT stress perfusion imaging for detection of haemodynamically relevant coronary stenosis as defined by FFR. Heart 99:1004–1011CrossRefPubMed Greif M, von Ziegler F, Bamberg F et al (2013) CT stress perfusion imaging for detection of haemodynamically relevant coronary stenosis as defined by FFR. Heart 99:1004–1011CrossRefPubMed
7.
go back to reference Rossi A, Dharampal A, Wragg A et al (2014) Diagnostic performance of hyperaemic myocardial blood flow index obtained by dynamic computed tomography: does it predict functionally significant coronary lesions? Eur Heart J Cardiovasc Imaging 15:85–94CrossRefPubMed Rossi A, Dharampal A, Wragg A et al (2014) Diagnostic performance of hyperaemic myocardial blood flow index obtained by dynamic computed tomography: does it predict functionally significant coronary lesions? Eur Heart J Cardiovasc Imaging 15:85–94CrossRefPubMed
8.
go back to reference Ishida M, Kitagawa K, Ichihara T et al (2016) Underestimation of myocardial blood flow by dynamic perfusion CT: explanations by two-compartment model analysis and limited temporal sampling of dynamic CT. J Cardiovasc Comput Tomogr 10(3):207–214 Ishida M, Kitagawa K, Ichihara T et al (2016) Underestimation of myocardial blood flow by dynamic perfusion CT: explanations by two-compartment model analysis and limited temporal sampling of dynamic CT. J Cardiovasc Comput Tomogr 10(3):207–214
9.
go back to reference Duncker DJ, Koller A, Merkus D, Canty JM Jr (2015) Regulation of coronary blood flow in health and ischemic heart disease. Prog Cardiovasc Dis 57:409–422CrossRefPubMed Duncker DJ, Koller A, Merkus D, Canty JM Jr (2015) Regulation of coronary blood flow in health and ischemic heart disease. Prog Cardiovasc Dis 57:409–422CrossRefPubMed
10.
go back to reference George RT, Arbab-Zadeh A, Miller JM et al (2009) Adenosine stress 64- and 256-row detector computed tomography angiography and perfusion imaging: a pilot study evaluating the transmural extent of perfusion abnormalities to predict atherosclerosis causing myocardial ischemia. Circ Cardiovasc Imaging 2:174–182CrossRefPubMedPubMedCentral George RT, Arbab-Zadeh A, Miller JM et al (2009) Adenosine stress 64- and 256-row detector computed tomography angiography and perfusion imaging: a pilot study evaluating the transmural extent of perfusion abnormalities to predict atherosclerosis causing myocardial ischemia. Circ Cardiovasc Imaging 2:174–182CrossRefPubMedPubMedCentral
11.
go back to reference Flohr TG, Stierstorfer K, Ulzheimer S, Bruder H, Primak AN, McCollough CH (2005) Image reconstruction and image quality evaluation for a 64-slice CT scanner with z-flying focal spot. Med Phys 32:2536–2547CrossRefPubMed Flohr TG, Stierstorfer K, Ulzheimer S, Bruder H, Primak AN, McCollough CH (2005) Image reconstruction and image quality evaluation for a 64-slice CT scanner with z-flying focal spot. Med Phys 32:2536–2547CrossRefPubMed
12.
go back to reference Niemann T, Henry S, Faivre JB et al (2013) Clinical evaluation of automatic tube voltage selection in chest CT angiography. Eur Radiol 23:2643–2651CrossRefPubMed Niemann T, Henry S, Faivre JB et al (2013) Clinical evaluation of automatic tube voltage selection in chest CT angiography. Eur Radiol 23:2643–2651CrossRefPubMed
13.
go back to reference Mahnken AH, Klotz E, Pietsch H et al (2010) Quantitative whole heart stress perfusion CT imaging as noninvasive assessment of hemodynamics in coronary artery stenosis: preliminary animal experience. Investig Radiol 45:298–305 Mahnken AH, Klotz E, Pietsch H et al (2010) Quantitative whole heart stress perfusion CT imaging as noninvasive assessment of hemodynamics in coronary artery stenosis: preliminary animal experience. Investig Radiol 45:298–305
14.
go back to reference Mahnken AH, Bruners P, Katoh M, Wildberger JE, Gunther RW, Buecker A (2006) Dynamic multi-section CT imaging in acute myocardial infarction: preliminary animal experience. Eur Radiol 16:746–752CrossRefPubMed Mahnken AH, Bruners P, Katoh M, Wildberger JE, Gunther RW, Buecker A (2006) Dynamic multi-section CT imaging in acute myocardial infarction: preliminary animal experience. Eur Radiol 16:746–752CrossRefPubMed
15.
go back to reference Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675CrossRefPubMed Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675CrossRefPubMed
17.
go back to reference Genders TS, Spronk S, Stijnen T, Steyerberg EW, Lesaffre E, Hunink MG (2012) Methods for calculating sensitivity and specificity of clustered data: a tutorial. Radiology 265:910–916CrossRefPubMed Genders TS, Spronk S, Stijnen T, Steyerberg EW, Lesaffre E, Hunink MG (2012) Methods for calculating sensitivity and specificity of clustered data: a tutorial. Radiology 265:910–916CrossRefPubMed
18.
go back to reference Bossuyt PM, Reitsma JB, Bruns DE et al (2003) The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration. Ann Intern Med 138:1–12CrossRef Bossuyt PM, Reitsma JB, Bruns DE et al (2003) The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration. Ann Intern Med 138:1–12CrossRef
19.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRefPubMed
20.
go back to reference Bache RJ, Schwartz JS (1982) Effect of perfusion pressure distal to a coronary stenosis on transmural myocardial blood flow. Circulation 65:928–935CrossRefPubMed Bache RJ, Schwartz JS (1982) Effect of perfusion pressure distal to a coronary stenosis on transmural myocardial blood flow. Circulation 65:928–935CrossRefPubMed
21.
go back to reference Barmeyer AA, Stork A, Muellerleile K et al (2007) Contrast-enhanced cardiac MR imaging in the detection of reduced coronary flow velocity reserve. Radiology 243:377–385CrossRefPubMed Barmeyer AA, Stork A, Muellerleile K et al (2007) Contrast-enhanced cardiac MR imaging in the detection of reduced coronary flow velocity reserve. Radiology 243:377–385CrossRefPubMed
22.
go back to reference Danad I, Raijmakers PG, Harms HJ et al (2014) Impact of anatomical and functional severity of coronary atherosclerotic plaques on the transmural perfusion gradient: a [15O]H2O PET study. Eur Heart J 35:2094–2105CrossRefPubMed Danad I, Raijmakers PG, Harms HJ et al (2014) Impact of anatomical and functional severity of coronary atherosclerotic plaques on the transmural perfusion gradient: a [15O]H2O PET study. Eur Heart J 35:2094–2105CrossRefPubMed
23.
go back to reference Hosokawa K, Kurata A, Kido T et al (2011) Transmural perfusion gradient in adenosine triphosphate stress myocardial perfusion computed tomography. Circ J 75:1905–1912CrossRefPubMed Hosokawa K, Kurata A, Kido T et al (2011) Transmural perfusion gradient in adenosine triphosphate stress myocardial perfusion computed tomography. Circ J 75:1905–1912CrossRefPubMed
24.
go back to reference Ko BS, Cameron JD, Leung M et al (2012) Combined CT coronary angiography and stress myocardial perfusion imaging for hemodynamically significant stenoses in patients with suspected coronary artery disease: a comparison with fractional flow reserve. JACC Cardiovasc Imaging 5:1097–1111CrossRefPubMed Ko BS, Cameron JD, Leung M et al (2012) Combined CT coronary angiography and stress myocardial perfusion imaging for hemodynamically significant stenoses in patients with suspected coronary artery disease: a comparison with fractional flow reserve. JACC Cardiovasc Imaging 5:1097–1111CrossRefPubMed
25.
go back to reference Yang DH, Kim YH, Roh JH et al (2015) Stress myocardial perfusion CT in patients suspected of having coronary artery disease: visual and quantitative analysis-validation by using fractional flow reserve. Radiology 276:715–723CrossRefPubMed Yang DH, Kim YH, Roh JH et al (2015) Stress myocardial perfusion CT in patients suspected of having coronary artery disease: visual and quantitative analysis-validation by using fractional flow reserve. Radiology 276:715–723CrossRefPubMed
26.
go back to reference Huber AM, Leber V, Gramer BM et al (2013) Myocardium: dynamic versus single-shot CT perfusion imaging. Radiology 269:378–386CrossRefPubMed Huber AM, Leber V, Gramer BM et al (2013) Myocardium: dynamic versus single-shot CT perfusion imaging. Radiology 269:378–386CrossRefPubMed
27.
go back to reference Kono AK, Coenen A, Lubbers M et al (2014) Relative myocardial blood flow by dynamic computed tomographic perfusion imaging predicts hemodynamic significance of coronary stenosis better than absolute blood flow. Investig Radiol 49:801–807CrossRef Kono AK, Coenen A, Lubbers M et al (2014) Relative myocardial blood flow by dynamic computed tomographic perfusion imaging predicts hemodynamic significance of coronary stenosis better than absolute blood flow. Investig Radiol 49:801–807CrossRef
28.
go back to reference Wichmann JL, Meinel FG, Schoepf UJ et al (2015) Absolute versus relative myocardial blood flow by dynamic CT myocardial perfusion imaging in patients with anatomic coronary artery disease. AJR Am J Roentgenol 205:67–72CrossRef Wichmann JL, Meinel FG, Schoepf UJ et al (2015) Absolute versus relative myocardial blood flow by dynamic CT myocardial perfusion imaging in patients with anatomic coronary artery disease. AJR Am J Roentgenol 205:67–72CrossRef
29.
go back to reference Bamberg F, Marcus RP, Becker A et al (2014) Dynamic myocardial CT perfusion imaging for evaluation of myocardial ischemia as determined by MR imaging. JACC Cardiovasc Imaging 7:267–277CrossRefPubMed Bamberg F, Marcus RP, Becker A et al (2014) Dynamic myocardial CT perfusion imaging for evaluation of myocardial ischemia as determined by MR imaging. JACC Cardiovasc Imaging 7:267–277CrossRefPubMed
Metadata
Title
Diagnostic value of transmural perfusion ratio derived from dynamic CT-based myocardial perfusion imaging for the detection of haemodynamically relevant coronary artery stenosis
Authors
Adriaan Coenen
Marisa M. Lubbers
Akira Kurata
Atsushi Kono
Admir Dedic
Raluca G. Chelu
Marcel L. Dijkshoorn
Alexia Rossi
Robert-Jan M. van Geuns
Koen Nieman
Publication date
01-06-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 6/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-016-4567-0

Other articles of this Issue 6/2017

European Radiology 6/2017 Go to the issue