Skip to main content
Top
Published in: The International Journal of Cardiovascular Imaging 5/2012

01-06-2012 | Original Paper

Very small calcifications are detected and scored in the coronary arteries from small voxel MDCT images using a new automated/calibrated scoring method with statistical and patient specific plaque definitions

Authors: Ben A. Arnold, Ping Xiang, Matthew J. Budoff, Song Shou Mao

Published in: The International Journal of Cardiovascular Imaging | Issue 5/2012

Login to get access

Abstract

A negative (zero) Agatston coronary calcium score (CCS) by current methods confers a very low risk for hard coronary events during the next years. However, controversy remains on how to use a negative score since some hard events still occur. We report on a new method with improved detection sensitivity for very small calcifications with the potential to more confidently rule out early atherosclerotic disease. Seventy-eight (78) patients with negative Agatston scores by conventional methods with 2.5 mm slices were selected from routine GE 64 MDCT scans. Each scan was reconstructed a second time from the same data to create 0.625 mm isotropic voxels. The 2.5 mm images were manually scored by the usual Agatston method using the GE SmartScore™ software. Both the 2.5 and 0.625 mm image sets were scored with a new automated and calibrated method (N-vivo™, Image Analysis). The software automatically computes dual scoring thresholds that are statistically defined and specific for each patient, scanner, and scan. The images were hybrid calibrated by simultaneous scanned phantoms in combination with in vivo blood/muscle references. The output reported the calibrated mass scores along with the number of plaques using 18 pt, 3-D connectivity criteria. A CCS Test phantom with known CaHA microspheres was used to validate the method. Twenty-three percent (18 of 78) of the patients with negative Agatston scores by the conventional method scored positive for coronary calcifications by the N-vivo method. The number of small plaques scored per patient varied from 1 to 4. One patient with a single small calcification suffered a hard coronary event during the CT scan. All of the detected plaques were located in the proximal heart. The conventional CCS method misclassified 23% of these patients as having negative coronary calcium scores. The N-vivo automated scoring method with small voxel CT images increased the detection sensitivity of small calcifications with no increase in radiation dose. Detection of small coronary calcified plaques occult to conventional scoring methods may increase the negative predictive power of calcium scoring and may improve plaque composition analysis.
Literature
1.
go back to reference Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R (1990) Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol 15(4):827–832PubMedCrossRef Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R (1990) Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol 15(4):827–832PubMedCrossRef
2.
go back to reference Budoff MJ, Achenbach S, Blumenthal RS, Carr JJ et al (2006) Assessment of coronary artery disease by cardiac computed tomography: a scientific statement from the American heart association committee on cardiovascular imaging and intervention, Council on cardiovascular radiology and intervention, and committee on cardiac imaging, Council on clinical cardiology. Circulation 114(16):1761–1791PubMedCrossRef Budoff MJ, Achenbach S, Blumenthal RS, Carr JJ et al (2006) Assessment of coronary artery disease by cardiac computed tomography: a scientific statement from the American heart association committee on cardiovascular imaging and intervention, Council on cardiovascular radiology and intervention, and committee on cardiac imaging, Council on clinical cardiology. Circulation 114(16):1761–1791PubMedCrossRef
3.
go back to reference Arnold BA, Budoff MJ, Xiang P, Child J, Mao SS (2009) Detection of very small calcifications by automated coronary calcium scoring with patient specific plaque definitions and hybrid phantom calibration. J Cardiovasc Comput Tomogr 3:S-40 Arnold BA, Budoff MJ, Xiang P, Child J, Mao SS (2009) Detection of very small calcifications by automated coronary calcium scoring with patient specific plaque definitions and hybrid phantom calibration. J Cardiovasc Comput Tomogr 3:S-40
4.
go back to reference Arnold BA, Xiang P, Mao SS, Budoff MJ (2010) Peak SNR in automated coronary calcium scoring: selecting CT scan parameters and statistically defined scoring thresholds. Med Phys 37(7):3621–3632PubMedCrossRef Arnold BA, Xiang P, Mao SS, Budoff MJ (2010) Peak SNR in automated coronary calcium scoring: selecting CT scan parameters and statistically defined scoring thresholds. Med Phys 37(7):3621–3632PubMedCrossRef
5.
go back to reference Roijers RB, Dutta RK, Cleutjens PM et al (2008) Early calcifications in human coronary arteries as determined with a proton microprobe. Anal Chem 80(1):55–61PubMedCrossRef Roijers RB, Dutta RK, Cleutjens PM et al (2008) Early calcifications in human coronary arteries as determined with a proton microprobe. Anal Chem 80(1):55–61PubMedCrossRef
6.
go back to reference Mautner GC, Mautner SL, Froehlich J et al (1994) Coronary artery calcification: assessment with electron-beam CT and histomorphometric correlation. Radiology 192(3):619–623PubMed Mautner GC, Mautner SL, Froehlich J et al (1994) Coronary artery calcification: assessment with electron-beam CT and histomorphometric correlation. Radiology 192(3):619–623PubMed
7.
go back to reference Rumberger JA, Simons DB, Fitzpatrick LA, Sheedy PF, Schwartz RS (1995) Coronary artery calcium area by electron-beam computed tomography and coronary atherosclerotic plaque area: a histopathologic correlative study. Circulation 92(8):2157–2162PubMedCrossRef Rumberger JA, Simons DB, Fitzpatrick LA, Sheedy PF, Schwartz RS (1995) Coronary artery calcium area by electron-beam computed tomography and coronary atherosclerotic plaque area: a histopathologic correlative study. Circulation 92(8):2157–2162PubMedCrossRef
8.
go back to reference Schmermund A, Baumgart D, Mohlenkamp S et al (2001) Natural history and topographic pattern of progression of coronary calcification in symptomatic patients: an electron-beam CT study. Arterioscler Thromb Vasc Biol 21(3):421–426PubMedCrossRef Schmermund A, Baumgart D, Mohlenkamp S et al (2001) Natural history and topographic pattern of progression of coronary calcification in symptomatic patients: an electron-beam CT study. Arterioscler Thromb Vasc Biol 21(3):421–426PubMedCrossRef
9.
go back to reference Sangiorgi G, Rumberger JA et al (1998) Arterial calcification and not lumen stenosis is highly correlated with atherosclerotic plaque burden in humans: a histologic study of 723 coronary artery segments using nondecalcifying methodology. J Am Coll Cardiol 31(3):126–133PubMedCrossRef Sangiorgi G, Rumberger JA et al (1998) Arterial calcification and not lumen stenosis is highly correlated with atherosclerotic plaque burden in humans: a histologic study of 723 coronary artery segments using nondecalcifying methodology. J Am Coll Cardiol 31(3):126–133PubMedCrossRef
10.
go back to reference Ehara S, Kobayashi Y et al (2004) Spotty calcification typifies the culprit plaque in patients with acute myocardial infarction: an intravascular ultrasound study. Circulation 110(22):3424–3429PubMedCrossRef Ehara S, Kobayashi Y et al (2004) Spotty calcification typifies the culprit plaque in patients with acute myocardial infarction: an intravascular ultrasound study. Circulation 110(22):3424–3429PubMedCrossRef
11.
go back to reference Schmid K, McSharry WO, Pameijer CH et al (1980) Chemical and physicochemical studies on the mineral deposits of the human atherosclerotic aorta. Atherosclerosis 37(2):199–210PubMedCrossRef Schmid K, McSharry WO, Pameijer CH et al (1980) Chemical and physicochemical studies on the mineral deposits of the human atherosclerotic aorta. Atherosclerosis 37(2):199–210PubMedCrossRef
12.
go back to reference Virmani R, Burke AP, Kolodgie FD, Farb A (2003) Pathology of the thin-cap fibroatheroma. J Interv Cardiol 16(3):267–272PubMedCrossRef Virmani R, Burke AP, Kolodgie FD, Farb A (2003) Pathology of the thin-cap fibroatheroma. J Interv Cardiol 16(3):267–272PubMedCrossRef
13.
go back to reference Friedrich GJ, Moes NY, Muhlberger VA, Gabl C, Mikuz G, Hausmann D, Fitzgerald PJ, Yock PG (1994) Detection of intralesional calcium by intracoronary ultrasound depends on the histologic pattern. Am Heart J 128(3):435–441PubMedCrossRef Friedrich GJ, Moes NY, Muhlberger VA, Gabl C, Mikuz G, Hausmann D, Fitzgerald PJ, Yock PG (1994) Detection of intralesional calcium by intracoronary ultrasound depends on the histologic pattern. Am Heart J 128(3):435–441PubMedCrossRef
14.
go back to reference Leber AW, Becker A, Knez A et al (2006) Accuracy of 64-slice computed tomography to classify and quantify plaque volumes in the proximal coronary system, a comparative study using intravascular ultrasound. J Am Coll Cardiol 47(3):672–677PubMedCrossRef Leber AW, Becker A, Knez A et al (2006) Accuracy of 64-slice computed tomography to classify and quantify plaque volumes in the proximal coronary system, a comparative study using intravascular ultrasound. J Am Coll Cardiol 47(3):672–677PubMedCrossRef
15.
go back to reference Leber AW, Knez A, Becker A, von Ziegler F, Nikolaou K, Rist C, Reiser M, White C, Steinbeck G, Boekstegers P (2004) Accuracy of multidetector spiral computed tomography in identifying and differentiating the composition of coronary atherosclerotic plaques: a comparative study with intracoronary ultrasound. J Am Coll Cardiol 43(7):1241–1247PubMedCrossRef Leber AW, Knez A, Becker A, von Ziegler F, Nikolaou K, Rist C, Reiser M, White C, Steinbeck G, Boekstegers P (2004) Accuracy of multidetector spiral computed tomography in identifying and differentiating the composition of coronary atherosclerotic plaques: a comparative study with intracoronary ultrasound. J Am Coll Cardiol 43(7):1241–1247PubMedCrossRef
16.
go back to reference Achenbach S, Moselewski F, Ropers D, Ferencik M, Hoffmann U, MacNeill B, Pohle K, Baum U, Anders K, Jang IK, Daniel WG, Brady TJ (2004) Detection of calcified and noncalcified coronary atherosclerotic plaque by contrast-enhanced, submillimeter multidetector spiral computed tomography: a segment-based comparison with intravascular ultrasound. Circulation 109(1):14–17PubMedCrossRef Achenbach S, Moselewski F, Ropers D, Ferencik M, Hoffmann U, MacNeill B, Pohle K, Baum U, Anders K, Jang IK, Daniel WG, Brady TJ (2004) Detection of calcified and noncalcified coronary atherosclerotic plaque by contrast-enhanced, submillimeter multidetector spiral computed tomography: a segment-based comparison with intravascular ultrasound. Circulation 109(1):14–17PubMedCrossRef
17.
go back to reference Rasouli ML, Shavelle DM, French WJ, McKay CR, Budoff MJ (2006) Assessment of coronary plaque morphology by contrast-enhanced computed tomographic angiography comparison with intravascular ultrasound. Coron Artery Dis 17(4):359–364PubMedCrossRef Rasouli ML, Shavelle DM, French WJ, McKay CR, Budoff MJ (2006) Assessment of coronary plaque morphology by contrast-enhanced computed tomographic angiography comparison with intravascular ultrasound. Coron Artery Dis 17(4):359–364PubMedCrossRef
18.
go back to reference Arnold BA (2007) Calibration of tissue densities in computerized tomography. US Patent No: 7,292,721 Arnold BA (2007) Calibration of tissue densities in computerized tomography. US Patent No: 7,292,721
19.
go back to reference Arnold BA, Reed J (2009) Automatic detection and quantification of coronary and aortic calcium. US Patent No: 7,558,611 Arnold BA, Reed J (2009) Automatic detection and quantification of coronary and aortic calcium. US Patent No: 7,558,611
20.
go back to reference McCollough CH, Kaufmann RB, Cameron BM, Katz DJ, Sheedy PF, Peyser PA (1995) Electron-beam CT: use of a calibration phantom to reduce variability in calcium quantization. Radiology 196(1):159–165PubMed McCollough CH, Kaufmann RB, Cameron BM, Katz DJ, Sheedy PF, Peyser PA (1995) Electron-beam CT: use of a calibration phantom to reduce variability in calcium quantization. Radiology 196(1):159–165PubMed
21.
go back to reference Arnold BA, Matthew J, Budoff MJ, Child J, Ping Xiang P, Song S, Mao SS (2010) Coronary calcium test phantom containing true CaHA microspheres for evaluation of advanced CT calcium scoring methods. J Cardiovasc Comput Tomogr 4(5):322–329PubMedCrossRef Arnold BA, Matthew J, Budoff MJ, Child J, Ping Xiang P, Song S, Mao SS (2010) Coronary calcium test phantom containing true CaHA microspheres for evaluation of advanced CT calcium scoring methods. J Cardiovasc Comput Tomogr 4(5):322–329PubMedCrossRef
22.
go back to reference Haber R, Becker A, Leber A et al (2001) Correlation of coronary calcification and angiographically documented stenoses in patients with suspected coronary artery disease: results of 1, 764 patients. J Am Coll Cardiol 37(2):451–457CrossRef Haber R, Becker A, Leber A et al (2001) Correlation of coronary calcification and angiographically documented stenoses in patients with suspected coronary artery disease: results of 1, 764 patients. J Am Coll Cardiol 37(2):451–457CrossRef
23.
go back to reference Hoffmann U, Moselewski F, Nieman K, Jang I-K, Ferencik M, Rahman AM, Cury RC, Abbara S, Joneidi-Jafari H, Achenbach S, Brady TJ (2006) Noninvasive assessment of plaque morphology and composition in culprit and stable lesions in acute coronary syndrome and stable lesions in stable angina by multidetector computed tomography. J Am Coll Cardiol 47(8):1655–1662PubMedCrossRef Hoffmann U, Moselewski F, Nieman K, Jang I-K, Ferencik M, Rahman AM, Cury RC, Abbara S, Joneidi-Jafari H, Achenbach S, Brady TJ (2006) Noninvasive assessment of plaque morphology and composition in culprit and stable lesions in acute coronary syndrome and stable lesions in stable angina by multidetector computed tomography. J Am Coll Cardiol 47(8):1655–1662PubMedCrossRef
24.
go back to reference Knez A, Becker A, Leber A et al (2004) Relation of coronary calcium scores by electron beam tomography to obstructive disease in 2, 115 symptomatic patients. Am J Cardiol 93(9):1150–1162PubMedCrossRef Knez A, Becker A, Leber A et al (2004) Relation of coronary calcium scores by electron beam tomography to obstructive disease in 2, 115 symptomatic patients. Am J Cardiol 93(9):1150–1162PubMedCrossRef
25.
go back to reference Budoff MJ, Raggi P, Berman D et al (2002) Continuous probabilistic prediction of angiographically significant coronary artery disease using electron beam tomography. Circulation 105(15):1791–1796PubMedCrossRef Budoff MJ, Raggi P, Berman D et al (2002) Continuous probabilistic prediction of angiographically significant coronary artery disease using electron beam tomography. Circulation 105(15):1791–1796PubMedCrossRef
26.
go back to reference Rumberger JA, Schwartz RS, Simons DB, Sheedy PF III, Edwards WD, Fitzpatrick LA (1994) Relation of coronary calcium determined by electron-beam computed tomography and lumen narrowing determined by autopsy. Am J Cardiol 73(16):1169–1173PubMedCrossRef Rumberger JA, Schwartz RS, Simons DB, Sheedy PF III, Edwards WD, Fitzpatrick LA (1994) Relation of coronary calcium determined by electron-beam computed tomography and lumen narrowing determined by autopsy. Am J Cardiol 73(16):1169–1173PubMedCrossRef
27.
go back to reference Budoff MJ (2006) Prevalence of soft plaque detection with computed tomography. J Am Coll Cardiol 48(2):319–321PubMedCrossRef Budoff MJ (2006) Prevalence of soft plaque detection with computed tomography. J Am Coll Cardiol 48(2):319–321PubMedCrossRef
28.
go back to reference Moselewski F, Ropers D, Pohle K, Hoffmann U, Ferencik M, Chan RC, Cury RC, Abbara S, Jang IK, Brady TJ, Daniel WG, Achenbach S (2004) Comparison of measurement of cross-sectional coronary atherosclerotic plaque and vessel areas by 16-slice multi detector computed tomography versus intravascular ultrasound. Am J Cardiol 94(10):1294–1297PubMedCrossRef Moselewski F, Ropers D, Pohle K, Hoffmann U, Ferencik M, Chan RC, Cury RC, Abbara S, Jang IK, Brady TJ, Daniel WG, Achenbach S (2004) Comparison of measurement of cross-sectional coronary atherosclerotic plaque and vessel areas by 16-slice multi detector computed tomography versus intravascular ultrasound. Am J Cardiol 94(10):1294–1297PubMedCrossRef
29.
go back to reference Rosen BND, Fernandes V, McClelland RL, Carr JJ, Detrano R, Bluemke DA, Lima JAC (2009) Relationship between baseline coronary calcium score and demonstration of coronary artery stenoses during follow-up: MESA (multi-ethnic study of atherosclerosis). JACC Cardiovasc Imaging 2(10):1175–1183PubMedCrossRef Rosen BND, Fernandes V, McClelland RL, Carr JJ, Detrano R, Bluemke DA, Lima JAC (2009) Relationship between baseline coronary calcium score and demonstration of coronary artery stenoses during follow-up: MESA (multi-ethnic study of atherosclerosis). JACC Cardiovasc Imaging 2(10):1175–1183PubMedCrossRef
30.
go back to reference Rubinshtein R, Gaspar T, Halon DA, Goldstein J, Peled N, Lewis BS (2007) Prevalence and extent of obstructive coronary artery disease in patients with zero or low calcium score undergoing 64-slice cardiac multidetector computed tomography for evaluation of a chest pain syndrome. Am J Cardiol 99:472–475PubMedCrossRef Rubinshtein R, Gaspar T, Halon DA, Goldstein J, Peled N, Lewis BS (2007) Prevalence and extent of obstructive coronary artery disease in patients with zero or low calcium score undergoing 64-slice cardiac multidetector computed tomography for evaluation of a chest pain syndrome. Am J Cardiol 99:472–475PubMedCrossRef
31.
go back to reference Marwan M, Ropers D, Pflederer T, Daniel WG, Achenbach S (2009) Clinical characteristics of patients with obstructive coronary lesions in the absence of coronary calcification: an evaluation by coronary CT angiography. Heart 95:1056–1060PubMedCrossRef Marwan M, Ropers D, Pflederer T, Daniel WG, Achenbach S (2009) Clinical characteristics of patients with obstructive coronary lesions in the absence of coronary calcification: an evaluation by coronary CT angiography. Heart 95:1056–1060PubMedCrossRef
32.
go back to reference Van der Bijl N, de Bruin PW, Geleijns J, Bax JJ, Schuijf JD, de Roos A, Kroft LJM (2010) Assessment of coronary artery calcium by using volumetric 320-row multi-detector computed tomography: comparison of 0.5 mm with 3.0 mm slice reconstructions. Int J Cardiovasc Imaging 26(4):473–482PubMedCrossRef Van der Bijl N, de Bruin PW, Geleijns J, Bax JJ, Schuijf JD, de Roos A, Kroft LJM (2010) Assessment of coronary artery calcium by using volumetric 320-row multi-detector computed tomography: comparison of 0.5 mm with 3.0 mm slice reconstructions. Int J Cardiovasc Imaging 26(4):473–482PubMedCrossRef
33.
go back to reference Moselewski F, O’Donnell CJ, Achenbach S, Ferencik M, Massaro J, Nguyen A, Cury RC, Abbara S, Jang I-K, Brady TJ, Hoffmann U (2005) Calcium concentration of individual coronary calcified plaques as measured by multidetector row computed tomography. Circulation 111(24):3236–3241PubMedCrossRef Moselewski F, O’Donnell CJ, Achenbach S, Ferencik M, Massaro J, Nguyen A, Cury RC, Abbara S, Jang I-K, Brady TJ, Hoffmann U (2005) Calcium concentration of individual coronary calcified plaques as measured by multidetector row computed tomography. Circulation 111(24):3236–3241PubMedCrossRef
Metadata
Title
Very small calcifications are detected and scored in the coronary arteries from small voxel MDCT images using a new automated/calibrated scoring method with statistical and patient specific plaque definitions
Authors
Ben A. Arnold
Ping Xiang
Matthew J. Budoff
Song Shou Mao
Publication date
01-06-2012
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 5/2012
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-011-9914-2

Other articles of this Issue 5/2012

The International Journal of Cardiovascular Imaging 5/2012 Go to the issue