Skip to main content

Advertisement

Log in

Risk assessment of acute pulmonary embolism utilizing coronary artery calcifications in patients that have undergone CT pulmonary angiography and transthoracic echocardiography

  • Chest
  • Published:
European Radiology Aims and scope Submit manuscript

A Correction to this article was published on 17 November 2020

This article has been updated

Abstract

Objective

To evaluate the relation of coronary artery calcifications (CAC) on non-ECG-gated CT pulmonary angiography (CTPA) with short-term mortality in patients with acute pulmonary embolism (PE).

Methods

We retrospectively included all in-patients between May 2007 and December 2014 with an ICD-9 code for acute PE and CTPA and transthoracic echocardiography available. CAC was qualitatively graded as absent, mild, moderate, or severe. Relations of CAC with overall and PE-related 30-day mortality were assessed using logistic regression analyses. The independence of those relations was assessed using a nested approach, first adjusting for age and gender, then for RV strain, peak troponin T, and cardiovascular risk factors for an overall model.

Results

Four hundred seventy-nine patients were included (63 ± 16 years, 52.8% women, 47.2% men). In total, 253 (52.8%) had CAC—mild: 143 (29.9%); moderate: 89 (18.6%); severe: 21 (4.4%). Overall mortality was 8.8% (n = 42) with higher mortality with any CAC (12.6% vs. 4.4% without; odds ratio [OR] 3.1 [95%CI 2.1–14.5]; p = 0.002). Mortality with severe (19.0%; OR 5.1 [95%CI 1.4–17.9]; p = 0.011), moderate (11.2%; OR 2.7 [95%CI 1.1–6.8]; p = 0.031), and mild CAC (12.6%; OR 3.1 [95%CI 1.4–6.9]; p = 0.006) was higher than without. OR adjusted for age and gender was 2.7 (95%CI 1.0–7.1; p = 0.050) and 2.6 (95%CI 0.9–7.1; p = 0.069) for the overall model. PE-related mortality was 4.0% (n = 19) with higher mortality with any CAC (5.9% vs. 1.8% without; OR 3.5 [95%CI 1.1–10.7]; p = 0.028). PE-related mortality with severe CAC was 9.5% (OR 5.8 [95%CI 1.0–34.0]; p = 0.049), with moderate CAC 6.7% (OR 4.0 [95%CI 1.1–14.6]; p = 0.033), and with mild 4.9% (OR 2.9 [95%CI 0.8–9.9]; p = 0.099). OR adjusted for age and gender was 4.2 (95%CI 0.9–20.7; p = 0.074) and 3.4 (95%CI 0.7–17.4; p = 0.141) for the overall model. Patients with sub-massive PE showed similar results.

Conclusion

CAC is frequent in acute PE patients and associated with short-term mortality. Visual assessment of CAC may serve as an easy, readily available tool for early risk stratification in those patients.

Key Points

• Coronary artery calcification assessed on computed tomography pulmonary angiography is frequent in patients with acute pulmonary embolism.

• Coronary artery calcification assessed on computed tomography pulmonary angiography is associated with 30-day overall and PE-related mortality in patients with acute pulmonary embolism.

• Coronary artery calcification assessed on computed tomography pulmonary angiography may serve as an additional, easy readily available tool for early risk stratification in those patients.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Change history

Abbreviations

CAC:

Coronary artery calcification

CI:

Confidence interval

CTPA:

Computed tomography pulmonary angiography

ICD:

International classification for disease

NT-proBNP:

N-terminal prohormone of brain natriuretic peptide

OR:

Odds ratio

PACS:

Picture archiving and communication system

PE:

Pulmonary embolism

RV:

Right ventricle/right ventricular

RV/LV:

Right to left ventricular ratio

TAPSE:

Tricuspid annular plane systolic excursion

TTE:

Transthoracic echocardiography

References

  1. Konstantinides SV, Meyer G, Becattini C et al (2019) 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS): The Task Force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Respir J. 2019 Oct 9;54(3):1901647. https://doi.org/10.1183/13993003.01647-2019

  2. Lualdi JC, Goldhaber SZ (1995) Right ventricular dysfunction after acute pulmonary embolism: pathophysiologic factors, detection, and therapeutic implications. Am Heart J 130:1276–1282

    Article  CAS  Google Scholar 

  3. Matthews JC, McLaughlin V (2008) Acute right ventricular failure in the setting of acute pulmonary embolism or chronic pulmonary hypertension: a detailed review of the pathophysiology, diagnosis, and management. Curr Cardiol Rev 4:49–59

    Article  Google Scholar 

  4. Parast L, Cai B, Bedayat A et al (2012) Statistical methods for predicting mortality in patients diagnosed with acute pulmonary embolism. Acad Radiol 19:1465–1473

    Article  Google Scholar 

  5. Zuin M, Rigatelli G, Faggian G, Zonzin P, Roncon L (2016) Short-term outcome of patients with history of significant coronary artery disease following acute pulmonary embolism. Eur J Intern Med 34:e16–e17

    Article  Google Scholar 

  6. Hecht HS, Cronin P, Blaha MJ et al (2017) 2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: A report of the Society of Cardiovascular Computed Tomography and Society of Thoracic Radiology. J Cardiovasc Comput Tomogr 11:74–84

    Article  Google Scholar 

  7. Budoff MJ, Young R, Lopez VA et al (2013) Progression of coronary calcium and incident coronary heart disease events: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 61:1231–1239

    Article  CAS  Google Scholar 

  8. Williams MC, Morley NCD, Muir KC, Reid JH, van Beek EJR, Murchison JT (2019) Coronary artery calcification is associated with mortality independent of pulmonary embolism severity: a retrospective cohort study. Clin Radiol 74:973.e7-973.e14.

  9. Jaff MR, McMurtry MS, Archer SL et al (2011) Management of massive and submassive pulmonary embolism, iliofemoral deep vein thrombosis, and chronic thromboembolic pulmonary hypertension: a scientific statement from the American Heart Association. Circulation 123:1788–1830

    Article  Google Scholar 

  10. Carroll BJ, Heidinger BH, Dabreo DC et al (2018) Multimodality Assessment of Right Ventricular Strain in Patients With Acute Pulmonary Embolism. Am J Cardiol 122:175–181

    Article  Google Scholar 

  11. Mohebali D, Heidinger BH, Feldman SA et al (2020) Right ventricular strain in patients with pulmonary embolism and syncope. J Thromb Thrombolysis 50:157–164

    Article  Google Scholar 

  12. Matos JD, Balachandran I, Heidinger BH et al (2020) Mitral annular plane systolic excursion and tricuspid annular plane systolic excursion for risk stratification of acute pulmonary embolism. Echocardiography 37:1008–1013

    Article  Google Scholar 

  13. Chiles C, Duan F, Gladish GW et al (2015) Association of coronary artery calcification and mortality in the national lung screening trial: a comparison of three scoring methods. Radiology 276:82–90

    Article  Google Scholar 

  14. Shemesh J, Henschke CI, Shaham D et al (2010) Ordinal scoring of coronary artery calcifications on low-dose CT scans of the chest is predictive of death from cardiovascular disease. Radiology 257:541–548

    Article  Google Scholar 

  15. Dirrichs T, Penzkofer T, Reinartz SD, Kraus T, Mahnken AH, Kuhl CK (2015) Extracoronary thoracic and coronary artery calcifications on chest ct for lung cancer screening: association with established cardiovascular risk factors - the "CT-Risk" trial. Acad Radiol 22:880–889

    Article  Google Scholar 

  16. Kiryu S, Raptopoulos V, Baptista J, Hatabu H (2003) Increased prevalence of coronary artery calcification in patients with suspected pulmonary embolism. Acad Radiol 10:840–845

    Article  Google Scholar 

  17. Johnson C, Khalilzadeh O, Novelline RA, Choy G (2014) Coronary artery calcification is often not reported in pulmonary CT angiography in patients with suspected pulmonary embolism: an opportunity to improve diagnosis of acute coronary syndrome. AJR Am J Roentgenol 202:725–729

    Article  Google Scholar 

  18. van der Bijl N, Klok FA, Huisman MV, de Roos A, Kroft LJ (2016) Coronary or thoracic artery calcium score in provoked and unprovoked pulmonary embolism: a case-control study. J Thromb Haemost 14:931–935

    Article  Google Scholar 

  19. Hong C, Zhu F, Du D, Pilgram TK, Sicard GA, Bae KT (2005) Coronary artery calcification and risk factors for atherosclerosis in patients with venous thromboembolism. Atherosclerosis 183:169–174

    Article  CAS  Google Scholar 

  20. Gondrie MJ, Mali WP, Jacobs PC, Oen AL, van der Graaf Y (2010) Cardiovascular disease: prediction with ancillary aortic findings on chest CT scans in routine practice. Radiology 257:549–559

    Article  Google Scholar 

  21. Gondrie MJ, van der Graaf Y, Jacobs PC, Oen AL, Mali WP (2011) The association of incidentally detected heart valve calcification with future cardiovascular events. Eur Radiol 21:963–973

    Article  Google Scholar 

  22. Lu MT, Demehri S, Cai T et al (2012) Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism. AJR Am J Roentgenol 198:1353–1360

    Article  Google Scholar 

  23. Pruszczyk P, Goliszek S, Lichodziejewska B et al (2014) Prognostic value of echocardiography in normotensive patients with acute pulmonary embolism. JACC Cardiovasc Imaging 7:553–560

    Article  Google Scholar 

  24. Fernandez C, Bova C, Sanchez O et al (2015) Validation of a model for identification of patients at intermediate to high risk for complications associated with acute symptomatic pulmonary embolism. Chest 148:211–218

    Article  Google Scholar 

  25. Yamashita Y, Morimoto T, Amano H et al (2020) Usefulness of simplified pulmonary embolism severity index score for identification of patients with low-risk pulmonary embolism and active cancer: from the COMMAND VTE registry. Chest 157:636–644

    Article  Google Scholar 

  26. Barrios D, Rosa-Salazar V, Jimenez D et al (2016) Right heart thrombi in pulmonary embolism. Eur Respir J 48:1377–1385

    Article  Google Scholar 

  27. Kang DK, Thilo C, Schoepf UJ et al (2011) CT signs of right ventricular dysfunction: prognostic role in acute pulmonary embolism. JACC Cardiovasc Imaging 4:841–849

    Article  Google Scholar 

  28. Bach AG, Nansalmaa B, Kranz J et al (2015) CT pulmonary angiography findings that predict 30-day mortality in patients with acute pulmonary embolism. Eur J Radiol 84:332–337

    Article  Google Scholar 

  29. Aviram G, Soikher E, Bendet A et al (2016) Prediction of mortality in pulmonary embolism based on left atrial volume measured on CT pulmonary angiography. Chest 149:667–675

    Article  Google Scholar 

  30. Meinel FG, Nance JW Jr, Schoepf UJ et al (2015) Predictive value of computed tomography in acute pulmonary embolism: systematic review and meta-analysis. Am J Med 128:747–759 e742

    Article  Google Scholar 

  31. Aviram G, Rogowski O, Gotler Y et al (2008) Real-time risk stratification of patients with acute pulmonary embolism by grading the reflux of contrast into the inferior vena cava on computerized tomographic pulmonary angiography. J Thromb Haemost 6:1488–1493

    Article  CAS  Google Scholar 

  32. Sverzellati N, Arcadi T, Salvolini L et al (2016) Under-reporting of cardiovascular findings on chest CT. Radiol Med 121:190–199

    Article  Google Scholar 

  33. Munden RF, Carter BW, Chiles C et al (2018) Managing incidental findings on thoracic CT: mediastinal and cardiovascular findings. A White Paper of the ACR Incidental Findings Committee. J Am Coll Radiol 15:1087–1096

    Article  Google Scholar 

  34. Aujesky D, Obrosky DS, Stone RA et al (2005) Derivation and validation of a prognostic model for pulmonary embolism. Am J Respir Crit Care Med 172:1041–1046

    Article  Google Scholar 

Download references

Funding

The authors state that this work has not received any funding.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Diana E. Litmanovich.

Ethics declarations

Guarantor

The scientific guarantor of this publication is Diana Litmanovich.

Conflict of interest

The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article.

Statistics and biometry

One of the authors has significant statistical expertise.

Informed consent

Written informed consent was waived by the Institutional Review Board.

Ethical approval

Institutional Review Board approval was obtained.

Study subjects or cohorts overlap

Some study subjects or cohorts have been previously reported in:

1. Carroll BJ, Heidinger BH, Dabreo DC et al (2018) Multimodality assessment of right ventricular strain in patients with acute pulmonary embolism. Am J Cardiol 122:175-181

2. Mohebali D, Heidinger BH, Feldman SA et al (2019) Right ventricular strain in patients with pulmonary embolism and syncope. J Thromb Thrombolysis. 10.1007/s11239-019-01976-w

3. Matos JD, Heidinger BH, Dabreo DC et al (2020, in press) Mitral annular plane systolic excursion and tricuspid annular plane systolic excursion for risk stratification of acute pulmonary embolism. Echocardiography

Methodology

• retrospective

• observational

• performed at one institution

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The original online version of this article was revised: The spelling of Rachael R. Kirkbride’s name was incorrect.

Electronic supplementary material

ESM 1

(DOCX 20 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Heidinger, B.H., DaBreo, D., Kirkbride, R.R. et al. Risk assessment of acute pulmonary embolism utilizing coronary artery calcifications in patients that have undergone CT pulmonary angiography and transthoracic echocardiography. Eur Radiol 31, 2809–2818 (2021). https://doi.org/10.1007/s00330-020-07385-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00330-020-07385-5

Keywords

Navigation