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18F-sodium fluoride PET/CT provides prognostic clarity compared to calcium and Framingham risk scoring when addressing whole-heart arterial calcification

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European Journal of Nuclear Medicine and Molecular Imaging Aims and scope Submit manuscript

Abstract

Aims

To investigate the benefit of utilizing 18F-sodium fluoride (NaF) PET/CT over calcium and Framingham scoring for potential preventative coronary artery disease (CAD) intervention.

Methods and results

This retrospective study included 136 participants (ages 21–75, BMI 18–43 kg/m2): 86 healthy controls and 50 patients. CT heart segmentations were superimposed onto PET images and standard uptake values (SUV) were calculated by a semi-auto segmentation method of drawing volumes of interest around the heart. Intergroup comparisons were made matching 37 patient/control pairs based on age, gender, and BMI. ROC curves were generated to determine how well SUV and Framingham methods predicted patient status. Regressions including all 136 participants were performed between SUV, age, and BMI. Patients exhibited higher average SUV (SUVmean; P = 0.006) and Framingham scores (P = 0.02) than controls. However, ROC curves indicated that SUVmean could discriminate patients from controls (AUC = 0.63, P = 0.049), but Framingham scores could not (AUC = 0.44, P = 0.38). Calcium scores and maximum SUV (SUVmax) did not differ between patients and controls. SUVmean correlated with age and BMI among females (age, partial R2 = 0.16, P = 0.001; BMI, partial R2 = 0.12, P = 0.004) and males (age, partial R2 = 0.28, P < 0.0001; BMI, partial R2 = 0.22, P < 0.0001).

Conclusion

Unlike calcium scores, NaF PET/CT-derived values differed between patients and controls. Framingham risk score patterns echoed those of SUVmean, but were not sensitive enough to predict patient status. SUVmean values increased with age and BMI. Therefore, incorporation of NaF PET/CT into routine prognostic CAD assessment might prove beneficial for assessing early stage plaque calcification in coronary arteries.

Trial registration

ClinicalTrials.gov (NCT01724749).

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References

  1. Irkle A, Vesey AT, Lewis DY, Skepper JN, JLE B, Dweck MR, et al. Identifying active vascular microcalcification by 18F-sodium fluoride positron emission tomography. Nature Communications. 2015;6(1).

  2. Fleg JL, Stone GW, Fayad ZA, Hatsukami GJF, TS KF, Ohayon J, et al. Detection of high-risk atherosclerotic plaque: report of the NHLBI Working Group on current status and future directions. JACC Cardiovasc Imaging. 2012;5(9):941–55.

    Article  Google Scholar 

  3. Roger VL, Go AS, Lloyd-Jones DM, Adams RJ, Berry JD, Brown TM, et al. Heart disease and stroke statistics--2011 update: a report from the American Heart Association. Circulation. 2011;123(4):18–209.

    Article  Google Scholar 

  4. Lloyd-Jones D, Adams RJ, Brown TM, Carnethon M, Dai S, De Simone G, et al. Executive summary: heart disease and stroke statistics—2010 update: a report from the American Heart Association. Circulation. 2010;121(7):948–54.

    Article  Google Scholar 

  5. Siontis GC, Mavridis D, Greenwood JP, Coles B, Nikolakopoulou A, Jüni P, et al. Outcomes of non-invasive diagnostic modalities for the detection of coronary artery disease: network meta-analysis of diagnostic randomised controlled trials. BMJ. 2018.

  6. Malguria N, Zimmerman S, Fishman EK. Coronary artery calcium scoring. Journal of Computer Assisted Tomography. 2018;42(6):887–97.

    Article  Google Scholar 

  7. Willemink MJ, Werf NRVD, Nieman K, Greuter MJ, Koweek LM, Fleischmann D. Coronary artery calcium: a technical argument for a new scoring method. Journal of Cardiovascular Computed Tomography. 2018.

  8. Rumberger JA, Kaufman L. A rosetta stone for coronary calcium risk stratification: Agatston, volume, and mass scores in 11,490 individuals. AJR Am J Roentgenol. 2003;181(3):743–8.

    Article  Google Scholar 

  9. Ulzheimer S, Kalender WA. Assessment of calcium scoring performance in cardiac computed tomography. Eur Radiol. 2003;13(3):484–97.

    Article  Google Scholar 

  10. Blomberg BA, Thomassen A, Takx RAP, Vilstrup MH, Hess S, Nielsen AL, et al. Delayed sodium 18F-fluoride PET/CT imaging does not improve quantification of vascular calcification metabolism: Results from the CAMONA study. Journal of Nuclear Cardiology. 2013;21(2):293–304.

    Article  Google Scholar 

  11. Blomberg BA, Thomassen A, Jong PAD, Lam MG, Diederichsen AC, Olsen MH, et al. Coronary fluorine-18-sodium fluoride uptake is increased in healthy adults with an unfavorable cardiovascular risk profile. Nuclear Medicine Communications. 2017;38(11):1007–14.

    Article  CAS  Google Scholar 

  12. Blomberg BA, Jong PAD, Thomassen A, Lam MGE, Vach W, Olsen MH, et al. Thoracic aorta calcification but not inflammation is associated with increased cardiovascular disease risk: results of the CAMONA study. European Journal of Nuclear Medicine and Molecular Imaging. 2016;44(2):249–58.

    Article  Google Scholar 

  13. Dweck MR, Chow MW, Joshi NV, Williams MC, Jones C, Fletcher AM, et al. Coronary arterial 18F-sodium fluoride uptake: a novel marker of plaque biology. J Am Coll Cardiol. 2012;59(17):1539–48.

    Article  CAS  Google Scholar 

  14. Joshi NV, Vesey AT, Williams MC, Shah AS, Calvert PA, Craighead FH, et al. 18F-fluoride positron emission tomography for identification of ruptured and high-risk coronary atherosclerotic plaques: a prospective clinical trial. Lancet. 2014;383(9918):705–13.

    Article  Google Scholar 

  15. Moss AJ, Doris MK, Andrews JPM, Bing R, Daghem M, van Beek EJR, et al. Molecular coronary plaque imaging using (18)F-fluoride. Circ Cardiovasc Imaging. 2019;12(8):e008574.

    Article  Google Scholar 

  16. Li L, Li X, Jia Y, Fan J, Wang H, Fan C, et al. Sodium-fluoride PET-CT for the non-invasive evaluation of coronary plaques in symptomatic patients with coronary artery disease: a cross-correlation study with intravascular ultrasound. Eur J Nucl Med Mol Imaging. 2018;45(12):2181–9.

    Article  CAS  Google Scholar 

  17. Blomberg BA, Thomassen A, Jong PAD, Simonsen JA, Lam MGEH, Nielsen AL, et al. Impact of personal characteristics and technical factors on quantification of sodium 18F-fluoride uptake in human arteries: prospective evaluation of healthy subjects. Journal of Nuclear Medicine. 2015;56(10):1534–40.

    Article  CAS  Google Scholar 

  18. Tarkin JM, Dweck MR, Evans NR, Takx RAP, Brown AJ, Tawakol A, et al. Imaging atherosclerosis. Circulation Research. 2016;118:750–69.

    Article  CAS  Google Scholar 

  19. Mortality GBD. Causes of Death C. Global, regional, and national age-sex specific all cause and cause-specific mortality for 240 causes of death, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet. 2015;385(9963):117–71.

    Article  Google Scholar 

  20. Tarkin JM, Dweck MR, Evans NR, Takx RAP, Brown AJ, Tawakol A, et al. Imaging atherosclerosis. Circulation Research. 2016;118:750–69.

    Article  CAS  Google Scholar 

  21. Beheshti M, Saboury B, Mehta NN, Torigian DA, Werner T, Mohler E, et al. Detection and global quantification of cardiovascular molecular calcification by fluoro18-fluoride positron emission tomography/computed tomography--a novel concept. Hell J Nucl Med. 2011;14:114–21.20.

    PubMed  Google Scholar 

  22. Yoon W, Crisostomo P, Halandras P, Bechara C, Aulivola B. The utility of the Agatston calcium score in predicting carotid plaque vulnerability. Annals of Vascular Surgery. 2018;48:6–7.

    Article  Google Scholar 

  23. Al-Mallah MH. Coronary artery calcium scoring: do we need more prognostic data prior to adoption in clinical practice. JACC: Cardiovascular Imaging. 2018;11(12):1807–9.

    PubMed  Google Scholar 

  24. Allam AHA, Thompson RC, Eskander MA, Ali MAM, Sadek A, Rowan CJ, et al. Is coronary calcium scoring too late? Total body arterial calcium burden in patients without known CAD and normal MPI. Journal of Nuclear Cardiology. 2017;25(6):1990–8.

    Article  Google Scholar 

  25. Derlin T, Wisotzki C, Richter U, Apostolova I, Bannas P, Weber C, et al. In vivo imaging of mineral deposition in carotid plaque using 18F-sodium fluoride PET/CT: correlation with atherogenic risk factors. Journal of Nuclear Medicine. 2011;52(3):362–8.

    Article  Google Scholar 

  26. Morbelli S, Fiz F, Piccardo A, Picori L, Massollo M, Pestarino E, et al. Divergent determinants of 18F–NaF uptake and visible calcium deposition in large arteries: relationship with Framingham risk score. The International Journal of Cardiovascular Imaging. 2013;30(2):439–47.

    Article  Google Scholar 

  27. Raynor W, Houshmand S, Gholami S, Emamzadehfard S, Rajapakse CS, Blomberg AB, et al. Evolving role of molecular imaging with 18F-sodium fluoride PET/CT as a biomarker for calcium metabolism. Osteoporosis Reports. 2016;4:115–25.

    Article  Google Scholar 

  28. Czernin J, Satyamurthy N, Schiepers C. Molecular mechanisms of bone 18F-NaF deposition. Journal of Nuclear Medicine. 2010;51:1826–9.

    Article  CAS  Google Scholar 

  29. McKenney-Drake ML, Territo PR, Salavati A, Houshmand S, Persohn S, Liang Y, et al. (18) F-NaF PET imaging of early coronary artery calcification. JACC Cardiovasc Imaging. . https://doi.org/10.1016/j.jcmg.2015.02.026.

    PubMed  Google Scholar 

  30. Marsch E, Sluimer JC, Daemen MJ. Hypoxia in atherosclerosis and inflammation. Curr Opin Lipidol. 2013;24:393–400. https://doi.org/10.1097/MOL.0b013e32836484a4.

    Article  CAS  PubMed  Google Scholar 

  31. van der Valk FM, Kroon J, Potters WV, Thurlings RM, Bennink RJ, Verberne HJ, Nederveen AJ, Nieuwdorp M, Mulder WJ, Fayad ZA, van Buul JD, Stroes ES. In vivo imaging of enhanced leukocyte accumulation in atherosclerotic lesions in humans. J Am Coll Cardiol. 2014;64:1019– 1029. https://doi.org/10.1016/j.jacc.2014.06.11.

  32. Derlin T, Richter U, Bannas P, Begemann P, Buchert R, Mester J, et al. Feasibility of 18F-sodium fluoride PET/CT for imaging of atherosclerotic plaque. Journal of Nuclear Medicine. 2010;51(6):862–5.

    Article  Google Scholar 

  33. Libby P, Theroux P. Pathophysiology of coronary artery disease. Circulation. 2005;111(25):3481–8.

    Article  Google Scholar 

  34. Tiong AY, Brieger D. Inflammation and coronary artery disease. Am Heart J. 2005;150(1):11–8.

    Article  Google Scholar 

  35. Hanson MA, Fareed MT, Argenio SL, Agunwamba AO, Hanson TR. Coronary artery disease. Prim Care. 2013;40(1):1–16.

    Article  Google Scholar 

  36. Janssen T, Bannas P, Herrmann J, Veldhoen S, Busch JD, Treszl A, et al. Association of linear 18F-sodium fluoride accumulation in femoral arteries as a measure of diffuse calcification with cardiovascular risk factors: a PET/CT study. Journal of Nuclear Cardiology. 2013;20(4):569–77.

    Article  Google Scholar 

  37. Barquera S, Pedroza-Tobías A, Medina C, Hernández-Barrera L, Bibbins-Domingo K, Lozano R, et al. Global overview of the epidemiology of atherosclerotic cardiovascular disease. Archives of Medical Research. 2015;46(5):328–38.

    Article  Google Scholar 

  38. Wilson P. Established risk factor and coronary artery disease: The Framingham Study. American Journal of Hypertension. 1997;7(7):7–12.

    Google Scholar 

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Correspondence to Chamith S. Rajapakse.

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The CAMONA study was approved by the Danish National Health Committee on Health Research Ethics, registered at ClinicalTrials.gov (NCT01724749) and conducted in accordance with the Declaration of Helsinki. All participants provided written informed consent.

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Sorci, O., Batzdorf, A.S., Mayer, M. et al. 18F-sodium fluoride PET/CT provides prognostic clarity compared to calcium and Framingham risk scoring when addressing whole-heart arterial calcification. Eur J Nucl Med Mol Imaging 47, 1678–1687 (2020). https://doi.org/10.1007/s00259-019-04590-3

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