Abstract
Objective
To evaluate the correlation between aortic root calcification (ARC) markers and coronary artery calcification (CAC) derived from coronary artery calcium scoring (CACS) and their ability to predict obstructive coronary artery disease (CAD).
Methods
We retrospectively analyzed 189 patients (47% male, age 60.3 ± 11.1 years) with an intermediate probability of CAD who underwent clinically indicated CACS and coronary CT angiography (CCTA). ARC markers [aortic root calcium score (ARCS) and volume (ARCV)] were calculated and compared to CAC markers: coronary artery calcium score (CACS), volume (CACV), and mass (CACM). CCTA datasets were visually evaluated for significant CAD (stenosis ≥ 50%) and the ability of ARC markers to predict obstructive CAD was assessed.
Results
ARCS (mean 67.7 ± 189.5) and ARCV (mean 67.3 ± 184.7) showed significant differences between patients with and without CAC (109.4 ± 238.6 vs 9.42 ± 31.4, p < 0.0001; 108.5 ± 232.4 vs 9.9 ± 30.5, p < 0.0001). A strong correlation was found for ARCS and ARCV with CACS, CACM, and CACV (all p < 0.0001). In a multivariate analysis, ARCS (OR 1.09, p = 0.033) and ARCV (OR 1.12, p = 0.046) were independent markers for CAC. Using a receiver-operating characteristics analysis, the AUC to detect severe CAC was 0.71 (p < 0.0001) and 0.71 (p < 0.0001) for ARCS and ARCV, respectively. ARCS (0.67, p < 0.0001) and ARCV (0.68, p < 0.0001) showed discriminatory power for predicting obstructive CAD, yielding sensitivities 61 and 78% and specificities of 62 and 80%, respectively.
Conclusion
ARC markers are associated with and independently predict the presence of CAC and obstructive CAD. Further testing is required in patients with severe ARC and significant CAD in order to reliably obtain these markers from thoracic-CT or X-ray for proper risk classification.
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Abbreviations
- ARC:
-
Aortic root calcification
- ARCS:
-
Aortic root calcification score
- ARCV:
-
Aortic root calcification volume
- BMI:
-
Body mass index
- CACS:
-
Coronary artery calcium score
- CACM:
-
Coronary artery calcium mass
- CACV:
-
Coronary artery calcium volume
- CAD:
-
Coronary artery disease
- CCTA:
-
Coronary computed tomographic angiography
- CI:
-
Confidence interval
- DSCT:
-
Dual-source CT
- LAD:
-
Left anterior descending
- LCX:
-
Left circumflex
- LM:
-
Left main
- NPV:
-
Negative predictive value
- PPV:
-
Positive predictive value
- RCA:
-
Right coronary artery
- SD:
-
Standard deviation
References
Greenland P, Bonow RO, Brundage BH, Budoff MJ, Eisenberg MJ, Grundy SM, Lauer MS, Post WS, Raggi P, Redberg RF, Rodgers GP, Shaw LJ, Taylor AJ, Weintraub WS et al (2007) F. American College of Cardiology Foundation Clinical Expert Consensus Task, I. Society of Atherosclerosis, Prevention, T. Society of Cardiovascular Computed, ACCF/AHA 2007 clinical expert consensus document on coronary artery calcium scoring by computed tomography in global cardiovascular risk assessment and in evaluation of patients with chest pain: a report of the American College of Cardiology Foundation Clinical Expert Consensus Task Force (ACCF/AHA Writing Committee to Update the 2000 Expert Consensus Document on Electron Beam Computed Tomography) developed in collaboration with the Society of Atherosclerosis Imaging and Prevention and the Society of Cardiovascular Computed Tomography. J Am Coll Cardiol 49(3):378–402
Silverman MG, Blaha MJ, Krumholz HM, Budoff MJ, Blankstein R, Sibley CT, Agatston A, Blumenthal RS, Nasir K (2014) Impact of coronary artery calcium on coronary heart disease events in individuals at the extremes of traditional risk factor burden: the Multi-Ethnic Study of Atherosclerosis. Eur Heart J 35(33):2232–2241
Bauer RW, Thilo C, Chiaramida SA, Vogl TJ, Costello P, Schoepf UJ (2009) Noncalcified atherosclerotic plaque burden at coronary CT angiography: a better predictor of ischemia at stress myocardial perfusion imaging than calcium score and stenosis severity, AJR. Am J Roentgenol 193(2):410–418
Thilo C, Gebregziabher M, Mayer FB, Zwerner PL, Costello P, Schoepf UJ (2010) Correlation of regional distribution and morphological pattern of calcification at CT coronary artery calcium scoring with non-calcified plaque formation and stenosis. Eur Radiol 20(4):855–861
Nasir K, Katz R, Al-Mallah M, Takasu J, Shavelle DM, Carr JJ, Kronmal R, Blumenthal RS, O’Brien K, Budoff MJ (2010) Relationship of aortic valve calcification with coronary artery calcium severity: the Multi-Ethnic Study of Atherosclerosis (MESA). J Cardiovasc Comput Tomogr 4(1):41–46
Oberoi S, Schoepf UJ, Meyer M, Henzler T, Rowe GW, Costello P, Nance JW (2013) Progression of arterial stiffness and coronary atherosclerosis: longitudinal evaluation by cardiac CT. AJR Am J Roentgenol 200(4):798–804
Takasu J, Katz R, Nasir K, Carr JJ, Wong N, Detrano R, Budoff MJ (2008) Relationships of thoracic aortic wall calcification to cardiovascular risk factors: the Multi-Ethnic Study of Atherosclerosis (MESA). Am Heart J 155(4):765–771
Adar A, Erkan H, Gokdeniz T, Karadeniz A, Cavusoglu IG, Onalan O (2015) Aortic arch calcification is strongly associated with coronary artery calcification. Vasa 44(2):106–114
Blanke P, Spira EM, Ionasec R, Meinel FG, Ebersberger U, Scheuering M, Canstein C, Flohr TG, Langer M, Schoepf UJ (2014) Semiautomated quantification of aortic annulus dimensions on cardiac CT for TAVR. JACC Cardiovasc Imaging 7(3):320–322
Blanke P, Schoepf UJ, Leipsic JA (2013) CT in transcatheter aortic valve replacement. Radiology 269(3):650–669
Escobedo C, Schoenhagen P (2013) Aortic root imaging in the era of transcatheter aortic valve implantation/transcatheter aortic valve replacement. Rev Esp Cardiol (Engl Ed) 66(11):839–841
Pressman GS, Crudu V, Parameswaran-Chandrika A, Romero-Corral A, Purushottam B, Figueredo VM (2011) Can total cardiac calcium predict the coronary calcium score? Int J Cardiol 146(2):202–206
Jeon DS, Atar S, Brasch AV, Luo H, Mirocha J, Naqvi TZ, Kraus R, Berman DS, Siegel RJ (2001) Association of mitral annulus calcification, aortic valve sclerosis and aortic root calcification with abnormal myocardial perfusion single photon emission tomography in subjects age ≤ 65 years old. J Am Coll Cardiol 38(7):1988–1993
Wu FZ, Wu MT (2015) SCCT guidelines for the interpretation and reporting of coronary CT angiography: a report of the Society of Cardiovascular Computed Tomography Guidelines Committee. J Cardiovasc Comput Tomogr 9(2):e3
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):827–832
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(3):837–845
Landis JR, Koch GG (1977) An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers. Biometrics 33(2):363–374
Hu X, Frellesen C, Kerl JM, Bauer RW, Beeres M, Bodelle B, Lehnert T, Vogl TJ, Wichmann JL (2015) Association of aortic root calcification severity with the extent of coronary artery calcification assessed by calcium-scoring dual-source computed tomography. Eur J Radiol 84(10):1910–1914
Nafakhi H, Al-Nafakh HA, Al-Mosawi AA, Al Garaty F (2015) Correlations between aortic root calcification and coronary artery atherosclerotic markers assessed using multidetector computed tomography. Acad Radiol 22(3):357–362
Stewart BF, Siscovick D, Lind BK, Gardin JM, Gottdiener JS, Smith VE, Kitzman DW, Otto CM (1997) Clinical factors associated with calcific aortic valve disease. Cardiovascular health study. J Am Coll Cardiol 29(3):630–634
Liyanage L, Lee NJ, Cook T, Herrmann HC, Jagasia D, Litt H, Han Y (2016) The impact of gender on cardiovascular system calcification in very elderly patients with severe aortic stenosis. Int J Cardiovasc Imaging 32(1):173–179
Henein M, Hallgren P, Holmgren A, Sorensen K, Ibrahimi P, Kofoed KF, Larsen LH, Hassager C (2015) Aortic root, not valve, calcification correlates with coronary artery calcification in patients with severe aortic stenosis: a two-center study. Atherosclerosis 243(2):631–637
Rivera JJ, Nasir K, Katz R, Takasu J, Allison M, Wong ND, Barr RG, Carr JJ, Blumenthal RS, Budoff MJ (2009) Relationship of thoracic aortic calcium to coronary calcium and its progression [from the Multi-Ethnic Study of Atherosclerosis (MESA)]. Am J Cardiol 103(11):1562–1567
Budoff MJ, Nasir K, Katz R, Takasu J, Carr JJ, Wong ND, Allison M, Lima JA, Detrano R, Blumenthal RS, Kronmal R (2011) Thoracic aortic calcification and coronary heart disease events: the multi-ethnic study of atherosclerosis (MESA). Atherosclerosis 215(1):196–202
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Dr. Schoepf receives research support from Astellas, Bayer, Bracco, GE, Medrad, and Siemens. Drs. Schoepf, De Cecco, and Varga-Szemes are consultants for Guerbet. All other authors have no conflicts of interest to disclose.
Christian Tesche is an exchange visiting scholar supported by a grant from the Fulbright Visiting Scholar Program of the U.S. Department of State, Bureau of Educational and Cultural Affairs (ECA). This single-center study was approved by the local Institutional Review Board and written informed consent was obtained from all individual patients included in the study. The study was performed in compliance with HIPAA regulations. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Tesche, C., De Cecco, C.N., Stubenrauch, A. et al. Correlation and predictive value of aortic root calcification markers with coronary artery calcification and obstructive coronary artery disease. Radiol med 122, 113–120 (2017). https://doi.org/10.1007/s11547-016-0707-5
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DOI: https://doi.org/10.1007/s11547-016-0707-5