Skip to main content
Erschienen in: European Radiology 5/2016

09.08.2015 | Cardiac

Technical feasibility and validation of a coronary artery calcium scoring system using CT coronary angiography images

verfasst von: Christopher W. Pavitt, Katie Harron, Alistair C. Lindsay, Sayeh Zielke, Robin Ray, Daniel Gordon, Michael B. Rubens, Simon P. Padley, Edward D. Nicol

Erschienen in: European Radiology | Ausgabe 5/2016

Einloggen, um Zugang zu erhalten

Abstract

Objectives

We validate a novel CT coronary angiography (CCTA) coronary calcium scoring system.

Methods

Calcium was quantified on CCTA images using a new patient-specific attenuation threshold: mean + 2SD of intra-coronary contrast density (HU). Using 335 patient data sets a conversion factor (CF) for predicting CACS from CCTA scores (CCTAS) was derived and validated in a separate cohort (n = 168). Bland–Altman analysis and weighted kappa for MESA centiles and Agatston risk groupings were calculated.

Results

Multivariable linear regression yielded a CF: CACS = (1.185 × CCTAS) + (0.002 × CCTAS × attenuation threshold). When applied to CCTA data sets there was excellent correlation (r = 0.95; p < 0.0001) and agreement (mean difference −10.4 [95 % limits of agreement −258.9 to 238.1]) with traditional calcium scores. Agreement was better for calcium scores below 500; however, MESA percentile agreement was better for high risk patients. Risk stratification was excellent (Agatston groups k = 0.88 and MESA centiles k = 0.91). Eliminating the dedicated CACS scan decreased patient radiation exposure by approximately one-third.

Conclusion

CCTA calcium scores can accurately predict CACS using a simple, individualized, semiautomated approach reducing acquisition time and radiation exposure when evaluating patients for CAD. This method is not affected by the ROI location, imaging protocol, or tube voltage strengthening its clinical applicability.

Key Points

Coronary calcium scores can be reliably determined on contrast-enhanced cardiac CT
This score can accurately risk stratify patients
Elimination of a dedicated calcium scan reduces patient radiation by a third
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat 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):827–832CrossRefPubMed 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):827–832CrossRefPubMed
2.
Zurück zum Zitat McClelland RL, Chung H, Detrano R, Post W, Kronmal RA (2006) Distribution of coronary artery calcium by race, gender, and age: results from the Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 113(1):30–37CrossRefPubMed McClelland RL, Chung H, Detrano R, Post W, Kronmal RA (2006) Distribution of coronary artery calcium by race, gender, and age: results from the Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 113(1):30–37CrossRefPubMed
3.
Zurück zum Zitat Greenland P, LaBree L, Azen SP, Doherty TM, Detrano RC (2004) Coronary artery calcium score combined with Framingham score for risk prediction in asymptomatic individuals. JAMA 291(2):210–215CrossRefPubMed Greenland P, LaBree L, Azen SP, Doherty TM, Detrano RC (2004) Coronary artery calcium score combined with Framingham score for risk prediction in asymptomatic individuals. JAMA 291(2):210–215CrossRefPubMed
4.
Zurück zum Zitat Dharampal AS, Rossi A, Dedic A, Cademartiri F, Papadopoulou SL, Weustink AC et al (2013) Restriction of the referral of patients with stable angina for CT coronary angiography by clinical evaluation and calcium score: impact on clinical decision making. Eur Radiol 23(10):2676–2686CrossRefPubMed Dharampal AS, Rossi A, Dedic A, Cademartiri F, Papadopoulou SL, Weustink AC et al (2013) Restriction of the referral of patients with stable angina for CT coronary angiography by clinical evaluation and calcium score: impact on clinical decision making. Eur Radiol 23(10):2676–2686CrossRefPubMed
5.
Zurück zum Zitat Min JK, Dunning A, Lin FY, Achenbach S, Al-Mallah M, Budoff MJ et al (2011) Age- and sex-related differences in all-cause mortality risk based on coronary computed tomography angiography findings results from the international multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter Registry) of 23,854 patients without known coronary artery disease. J Am Coll Cardiol 58(8):849–860CrossRefPubMed Min JK, Dunning A, Lin FY, Achenbach S, Al-Mallah M, Budoff MJ et al (2011) Age- and sex-related differences in all-cause mortality risk based on coronary computed tomography angiography findings results from the international multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter Registry) of 23,854 patients without known coronary artery disease. J Am Coll Cardiol 58(8):849–860CrossRefPubMed
6.
Zurück zum Zitat Shaw LJ, Hausleiter J, Achenbach S, Al-Mallah M, Berman DS, Budoff MJ et al (2013) Coronary computed tomographic angiography as a gatekeeper to invasive diagnostic and surgical procedures: results from the multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter) Registry. J Am Coll Cardiol 60(20):2103–2114CrossRef Shaw LJ, Hausleiter J, Achenbach S, Al-Mallah M, Berman DS, Budoff MJ et al (2013) Coronary computed tomographic angiography as a gatekeeper to invasive diagnostic and surgical procedures: results from the multicenter CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter) Registry. J Am Coll Cardiol 60(20):2103–2114CrossRef
7.
Zurück zum Zitat Hadamitzky M, Distler R, Meyer T, Hein F, Kastrati A, Martinoff S et al (2011) Prognostic value of coronary computed tomographic angiography in comparison with calcium scoring and clinical risk scores. Circ Cardiovasc Imaging 4(1):16–23CrossRefPubMed Hadamitzky M, Distler R, Meyer T, Hein F, Kastrati A, Martinoff S et al (2011) Prognostic value of coronary computed tomographic angiography in comparison with calcium scoring and clinical risk scores. Circ Cardiovasc Imaging 4(1):16–23CrossRefPubMed
8.
Zurück zum Zitat Achenbach S, Marwan M, Ropers D, Schepis T, Pflederer T, Anders K et al (2010) Coronary computed tomography angiography with a consistent dose below 1 mSv using prospectively electrocardiogram-triggered high-pitch spiral acquisition. Eur Heart J 31(3):340–346CrossRefPubMed Achenbach S, Marwan M, Ropers D, Schepis T, Pflederer T, Anders K et al (2010) Coronary computed tomography angiography with a consistent dose below 1 mSv using prospectively electrocardiogram-triggered high-pitch spiral acquisition. Eur Heart J 31(3):340–346CrossRefPubMed
9.
Zurück zum Zitat Gebhard C, Fiechter M, Fuchs TA, Ghadri JR, Herzog BA, Kuhn F et al (2013) Coronary artery calcium scoring: influence of adaptive statistical iterative reconstruction using 64-MDCT. Int J Cardiol 167(6):2932–2937CrossRefPubMed Gebhard C, Fiechter M, Fuchs TA, Ghadri JR, Herzog BA, Kuhn F et al (2013) Coronary artery calcium scoring: influence of adaptive statistical iterative reconstruction using 64-MDCT. Int J Cardiol 167(6):2932–2937CrossRefPubMed
10.
Zurück zum Zitat St Noble V, Douraghi-Zadeh D, Padley SPG, Rubens MB, Nicol ED (2014) Maximizing the clinical benefit of high-pitch, single-heartbeat CT coronary angiography in clinical practice. Clin Radiol 69(7):674–677CrossRefPubMed St Noble V, Douraghi-Zadeh D, Padley SPG, Rubens MB, Nicol ED (2014) Maximizing the clinical benefit of high-pitch, single-heartbeat CT coronary angiography in clinical practice. Clin Radiol 69(7):674–677CrossRefPubMed
11.
Zurück zum Zitat Castellano I, Nicol ED (2014) The murky world of effective dose for cardiovascular CT. J Am Coll Cardiol 64(9):956–957CrossRefPubMed Castellano I, Nicol ED (2014) The murky world of effective dose for cardiovascular CT. J Am Coll Cardiol 64(9):956–957CrossRefPubMed
13.
Zurück zum Zitat Bischoff B, Kantert C, Meyer T, Hadamitzky M, Martinoff S, Schömig A et al (2012) Cardiovascular risk assessment based on the quantification of coronary calcium in contrast-enhanced coronary computed tomography angiography. Eur Heart J Cardiovasc Imaging 13(6):468–475CrossRefPubMed Bischoff B, Kantert C, Meyer T, Hadamitzky M, Martinoff S, Schömig A et al (2012) Cardiovascular risk assessment based on the quantification of coronary calcium in contrast-enhanced coronary computed tomography angiography. Eur Heart J Cardiovasc Imaging 13(6):468–475CrossRefPubMed
14.
Zurück zum Zitat Otton JM, Lønborg JT, Boshell D, Feneley M, Hayen A, Sammel N et al (2012) A method for coronary artery calcium scoring using contrast-enhanced computed tomography. J Cardiovasc Comput Tomogr 6(1):37–44CrossRefPubMed Otton JM, Lønborg JT, Boshell D, Feneley M, Hayen A, Sammel N et al (2012) A method for coronary artery calcium scoring using contrast-enhanced computed tomography. J Cardiovasc Comput Tomogr 6(1):37–44CrossRefPubMed
15.
Zurück zum Zitat Voros S, Qian Z (2012) Agatston score tried and true: by contrast, can we quantify calcium on CTA? J Cardiovasc Comput Tomogr 6(1):45–57CrossRefPubMed Voros S, Qian Z (2012) Agatston score tried and true: by contrast, can we quantify calcium on CTA? J Cardiovasc Comput Tomogr 6(1):45–57CrossRefPubMed
16.
Zurück zum Zitat Ebersberger U, Eilot D, Goldenberg R, Lev A, Spears JR, Rowe GW et al (2013) Fully automated derivation of coronary artery calcium scores and cardiovascular risk assessment from contrast medium-enhanced coronary CT angiography studies. Eur Radiol 23(3):650–657CrossRefPubMed Ebersberger U, Eilot D, Goldenberg R, Lev A, Spears JR, Rowe GW et al (2013) Fully automated derivation of coronary artery calcium scores and cardiovascular risk assessment from contrast medium-enhanced coronary CT angiography studies. Eur Radiol 23(3):650–657CrossRefPubMed
17.
Zurück zum Zitat Bland JM, Altman DG (1999) Measuring agreement in method comparison studies. Stat Methods Med Res 8(2):135–160CrossRefPubMed Bland JM, Altman DG (1999) Measuring agreement in method comparison studies. Stat Methods Med Res 8(2):135–160CrossRefPubMed
18.
Zurück zum Zitat Chung H, McClelland RL, Katz R, Carr JJ, Budoff MJ (2008) Repeatability limits for measurement of coronary artery calcified plaque with cardiac CT in the Multi-Ethnic Study of Atherosclerosis. AJR Am J Roentgenol 190(2):W87–W92CrossRefPubMed Chung H, McClelland RL, Katz R, Carr JJ, Budoff MJ (2008) Repeatability limits for measurement of coronary artery calcified plaque with cardiac CT in the Multi-Ethnic Study of Atherosclerosis. AJR Am J Roentgenol 190(2):W87–W92CrossRefPubMed
19.
Zurück zum Zitat Budoff MJ, Nasir K, McClelland RL, Detrano R, Wong N, Blumenthal RS et al (2009) Coronary calcium predicts events better with absolute calcium scores than age-sex-race/ethnicity percentiles: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 53(4):345–352CrossRefPubMedPubMedCentral Budoff MJ, Nasir K, McClelland RL, Detrano R, Wong N, Blumenthal RS et al (2009) Coronary calcium predicts events better with absolute calcium scores than age-sex-race/ethnicity percentiles: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 53(4):345–352CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Van der Bijl N, Joemai RMS, Geleijns J, Bax JJ, Schuijf JD, de Roos A et al (2010) Assessment of Agatston coronary artery calcium score using contrast-enhanced CT coronary angiography. AJR Am J Roentgenol 195(6):1299–1305CrossRefPubMed Van der Bijl N, Joemai RMS, Geleijns J, Bax JJ, Schuijf JD, de Roos A et al (2010) Assessment of Agatston coronary artery calcium score using contrast-enhanced CT coronary angiography. AJR Am J Roentgenol 195(6):1299–1305CrossRefPubMed
21.
Zurück zum Zitat Joshi PH, Blaha MJ, Blumenthal RS, Blankstein R, Nasir K (2012) What is the role of calcium scoring in the age of coronary computed tomographic angiography? J Nucl Cardiol 19(6):1226–1235CrossRefPubMed Joshi PH, Blaha MJ, Blumenthal RS, Blankstein R, Nasir K (2012) What is the role of calcium scoring in the age of coronary computed tomographic angiography? J Nucl Cardiol 19(6):1226–1235CrossRefPubMed
22.
Zurück zum Zitat Miller JM, Rochitte CE, Dewey M, Arbab-Zadeh A, Niinuma H, Gottlieb I et al (2008) Diagnostic performance of coronary angiography by 64-row CT. N Engl J Med 359(22):2324–2336CrossRefPubMed Miller JM, Rochitte CE, Dewey M, Arbab-Zadeh A, Niinuma H, Gottlieb I et al (2008) Diagnostic performance of coronary angiography by 64-row CT. N Engl J Med 359(22):2324–2336CrossRefPubMed
23.
Zurück zum Zitat Budoff MJ, Shaw LJ, Liu ST, Weinstein SR, Mosler TP, Tseng PH et al (2007) Long-term prognosis associated with coronary calcification: observations from a registry of 25,253 patients. J Am Coll Cardiol 49(18):1860–1870CrossRefPubMed Budoff MJ, Shaw LJ, Liu ST, Weinstein SR, Mosler TP, Tseng PH et al (2007) Long-term prognosis associated with coronary calcification: observations from a registry of 25,253 patients. J Am Coll Cardiol 49(18):1860–1870CrossRefPubMed
24.
Zurück zum Zitat Durhan G, Hazırolan T, Sunman H, Karakaya J, Karçaaltıncaba M, Aytemir K et al (2015) Does coronary calcium scoring with a SCORE better predict significant coronary artery stenosis than without? Correlation with computed tomography coronary angiography. Eur Radiol 25(3):776–784CrossRefPubMed Durhan G, Hazırolan T, Sunman H, Karakaya J, Karçaaltıncaba M, Aytemir K et al (2015) Does coronary calcium scoring with a SCORE better predict significant coronary artery stenosis than without? Correlation with computed tomography coronary angiography. Eur Radiol 25(3):776–784CrossRefPubMed
25.
Zurück zum Zitat Hong C, Becker CR, Schoepf UJ, Ohnesorge B, Bruening R, Reiser MF (2002) Coronary artery calcium: absolute quantification in nonenhanced and contrast-enhanced multi-detector row CT studies. Radiology 223(2):474–480CrossRefPubMed Hong C, Becker CR, Schoepf UJ, Ohnesorge B, Bruening R, Reiser MF (2002) Coronary artery calcium: absolute quantification in nonenhanced and contrast-enhanced multi-detector row CT studies. Radiology 223(2):474–480CrossRefPubMed
26.
Zurück zum Zitat Ghadri JR, Goetti R, Fiechter M, Pazhenkottil AP, Küest SM, Nkoulou RN et al (2011) Inter-scan variability of coronary artery calcium scoring assessed on 64-multidetector computed tomography vs. dual-source computed tomography: a head-to-head comparison. Eur Heart J 32(15):1865–1874CrossRefPubMed Ghadri JR, Goetti R, Fiechter M, Pazhenkottil AP, Küest SM, Nkoulou RN et al (2011) Inter-scan variability of coronary artery calcium scoring assessed on 64-multidetector computed tomography vs. dual-source computed tomography: a head-to-head comparison. Eur Heart J 32(15):1865–1874CrossRefPubMed
Metadaten
Titel
Technical feasibility and validation of a coronary artery calcium scoring system using CT coronary angiography images
verfasst von
Christopher W. Pavitt
Katie Harron
Alistair C. Lindsay
Sayeh Zielke
Robin Ray
Daniel Gordon
Michael B. Rubens
Simon P. Padley
Edward D. Nicol
Publikationsdatum
09.08.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 5/2016
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-015-3940-8

Weitere Artikel der Ausgabe 5/2016

European Radiology 5/2016 Zur Ausgabe

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.