The Association of CT-measured Cardiac Indices with Lung Involvement and Clinical Outcome in Patients with COVID-19

Vahid Eslami, Alireza Abrishami, Ehsan Zarei, Nastaran Khalili, Zahra Baharvand, Morteza Sanei-Taheri, Vahid Eslami, Alireza Abrishami, Ehsan Zarei, Nastaran Khalili, Zahra Baharvand, Morteza Sanei-Taheri

Abstract

Rationale and objectives: Cardiac indices can predict disease severity and survival in a multitude of respiratory and cardiovascular diseases. Herein, we hypothesized that CT-measured cardiac indices are correlated with severity of lung involvement and can predict survival in patients with COVID-19.

Materials and methods: Eighty-seven patients with confirmed COVID-19 who underwent chest CT were enrolled. Cardiac indices including pulmonary artery-to-aorta ratio (PA/A), cardiothoracic ratio (CTR), epicardial adipose tissue (EAT) thickness and EAT density, inferior vena cava diameter, and transverse-to-anteroposterior trachea ratio were measured by non-enhanced CT. Logistic regression and Cox-regression analyses evaluated the association of cardiac indices with patients' outcome (death vs discharge). Linear regression analysis was used to assess the relationship between the extent of lung involvement (based on CT score) and cardiac indices.

Results: Mean (±SD) age of patients was 54.55 (±15.3) years old; 65.5% were male. Increased CTR (>0.49) was seen in 52.9% of patients and was significantly associated with increased odds and hazard of death (odds ratio [OR] = 12.5, p = 0.005; hazard ratio = 11.4, p = 0.006). PA/A >1 was present in 20.7% of patients and displayed a nonsignificant increase in odds of death (OR = 1.9, p = 0.36). Furthermore, extensive lung involvement was positively associated with elevated CTR and increased PA/A (p = 0.001).

Conclusion: CT-measured cardiac indices might have predictive value regarding survival and extent of lung involvement in hospitalized patients with COVID-19 and could possibly be used for the risk stratification of these patients and for guiding therapy decision-making. In particular, increased CTR is prevalent in patients with COVID-19 and is a powerful predictor of mortality.

Keywords: COVID-19; Cardiothoracic ratio; cardiac; computed tomography; prognosis; pulmonary artery.

Copyright © 2020 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.

Figures

Figure 1
Figure 1
(A and B). Axial images of chest computed tomography (CT) showing measurement of cardiac indices. (A) CT-derived cardiothoracic ratio: The short arrow depicts the greatest transverse cardiac diameter and the longer arrow indicates the greatest transverse thoracic diameter. The thoracic diameter would normally be taken few centimeters caudal to this image; at the level of the dome of the hemidiaphragm (It has been included at this level only to simulate the measurement and to complete the figure). (B) CT-derived pulmonary artery-to-aorta ratio (PA/A).
Figure 2
Figure 2
(A and B). EAT thickness and density measurements were made at three levels (A) Corresponding to measurements at 25%, 50%, and 75% level of the RV wall. Of these three measurements, (B) the mean value was considered as EAT thickness and was included in the analysis. EAT density was also measured at these three levels. The area of interest was defined by manual delineation of the pericardium and then density was calculated in a workstation by specific software. (Color version of figure is available online.)
Figure 3
Figure 3
(A and B). Cumulative hazard function of death in patients according to (A) pulmonary artery-to-aorta ratio and (B) cardiothoracic ratio. Outcome was defined as death or discharge and length of hospitalization was considered as time to outcome in the cox regression analysis. (Color version of figure is available online.)
Figure 4
Figure 4
(A–H). A 45-year-old man presented with dry cough, dyspnea (SpO2: 88%) and abdominal pain without history of any comorbidity. Computed tomography (CT) images (A and B) obtained 5 days after the onset of symptoms show patchy ground-glass opacity in both lungs with increased pulmonary artery-to-aorta ratio (1.07) and (C and D) normal cardiothoracic ratio (0.46). CT images (E and F) obtained 28 days after symptoms onset show evolution of the area of ground glass opacities with reticular pattern and normal pulmonary artery-to-aorta ratio (1.00) and (G and H) normal cardiothoracic ratio (0.43). The patient was discharged after 26 days.

References

    1. Huang C, Wang Y, Li X. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. The Lancet. 2020;395(10223):497–506.
    1. Zhu N, Zhang D, Wang W. A novel coronavirus from patients with pneumonia in China, 2019. N Engl J Med. 2020;382(8):727–733. doi: 10.1056/NEJMoa2001017. 2020/02//
    1. Guan WJ, Ni ZY, Hu Y. Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med. 2020 doi: 10.1056/NEJMoa2002032.
    1. Wu JT, Leung K, Bushman M. Estimating clinical severity of COVID-19 from the transmission dynamics in Wuhan, China. Nat Med. 2020;26(4):506–510. doi: 10.1038/s41591-020-0822-7.
    1. Tan L, Wang Q, Zhang D. Lymphopenia predicts disease severity of COVID-19: a descriptive and predictive study. Signal Transduct Targeted Ther. 2020;5(1):33. doi: 10.1038/s41392-020-0148-4. 2020/03/27.
    1. Terpos E, Ntanasis-Stathopoulos I, Elalamy I. Hematological findings and complications of COVID-19. Am J Hematol. 2020 doi: 10.1002/ajh.25829. 2020/04//
    1. Zouk AN, Gulati S, Xing D. Pulmonary artery enlargement is associated with pulmonary hypertension and decreased survival in severe cystic fibrosis: a cohort study. PLoS One. 2020;15(2) doi: 10.1371/journal.pone.0229173.
    1. Wells JM, Morrison JB, Bhatt SP. Pulmonary artery enlargement is associated with cardiac injury during severe exacerbations of COPD. Chest. 2016;149(5):1197–1204.
    1. Ogata H, Kumasawa J, Fukuma S. The cardiothoracic ratio and all-cause and cardiovascular disease mortality in patients undergoing maintenance hemodialysis: results of the MBD-5D study. Clin Exp Nephrol. 2017;21(5):797–806. doi: 10.1007/s10157-017-1380-2. 2017/10/01.
    1. Okute Y, Shoji T, Hayashi T. Cardiothoracic ratio as a predictor of cardiovascular events in a cohort of hemodialysis patients. J Atherosclerosis Thromb. 2017;24(4):412–421. doi: 10.5551/jat.36426.
    1. Kiraz K, Gökdeniz T, Kalaycıoglu E. Epicardial fat thickness is associated with severity of disease in patients with chronic obstructive pulmonary disease. Eur Rev Med Pharmacol Sci. 2016;20(21):4508–4515.
    1. Goeller M, Achenbach S, Marwan M. Epicardial adipose tissue density and volume are related to subclinical atherosclerosis, inflammation and major adverse cardiac events in asymptomatic subjects. J Cardiovasc Comput Tomogr. 2018;12(1):67–73. doi: 10.1016/j.jcct.2017.11.007.
    1. Milanese G, Silva M, Bruno L. Quantification of epicardial fat with cardiac CT angiography and association with cardiovascular risk factors in symptomatic patients: from the ALTER-BIO (Alternative Cardiovascular Bio-Imaging markers) registry. Diagn Interv Radiol. 2019;25(1):35–41. doi: 10.5152/dir.2018.18037.
    1. Nath J, Vacek JL, Heidenreich PA. A dilated inferior vena cava is a marker of poor survival. Am Heart J. 2006;151(3):730–735. doi: 10.1016/j.ahj.2005.04.023. 2006/03/01/
    1. Miller JB, Sen A, Strote SR. Inferior vena cava assessment in the bedside diagnosis of acute heart failure. Am J Emerg Med. 2012;30(5):778–783. doi: 10.1016/j.ajem.2011.04.008. 2012/06/01/
    1. Lippi G, Salvagno GL, Pegoraro M. Assessment of immune response to SARS-CoV-2 with fully automated MAGLUMI 2019-nCoV IgG and IgM chemiluminescence immunoassays. Clin Chem Lab Med. 2020 doi: 10.1515/cclm-2020-0473.
    1. Pan C, Chen L, Lu C. Lung recruitability in COVID-19–associated acute respiratory distress syndrome: a single-center observational study. Am J Resp Crit Care Med. 2020;201(10):1294–1297.
    1. Mahdavi A, Khalili N, Davarpanah AH. Radiologic management of COVID-19: preliminary experience of the Iranian Society of Radiology COVID-19 Consultant Group (ISRCC) Iranian J Radiol. 2020;17(2) doi: 10.5812/iranjradiol.102324.
    1. Miller J. Cardiac dimensions derived from helical CT: correlation with plain film radiography. Internet J Radiol. 2000;1(1)
    1. Gollub MJ, Panu N, Delaney H. Shall we report cardiomegaly at routine computed tomography of the chest? J Comput Assist Tomogr. 2012;36(1):67–71. doi: 10.1097/RCT.0b013e318241e585.
    1. Colombi D, Bodini FC, Petrini M. Well-aerated lung on admitting chest CT to predict adverse outcome in COVID-19 pneumonia. Radiology. 2020;0(0) doi: 10.1148/radiol.2020201433.
    1. Wynants L, Van Calster B, Bonten MMJ. Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal. BMJ. 2020;369:m1328. doi: 10.1136/bmj.m1328.
    1. Argulian E, Sud K, Vogel B. Right ventricular dilation in hospitalized patients with COVID-19 infection. JACC Cardiovasc Imaging. 2020 doi: 10.1016/j.jcmg.2020.05.010.
    1. Richardson S, Hirsch JS, Narasimhan M. Presenting characteristics, comorbidities, and outcomes among 5700 patients hospitalized with COVID-19 in the New York City area. JAMA. 2020;323(20):2052–2059. doi: 10.1001/jama.2020.6775. PubMed PMID: 32320003; PubMed Central PMCID: PMCPMC7177629 Regeneron outside the submitted work. Dr Becker reported serving on the scientific advisory board for Nihon Kohden and receiving grants from the National Institutes of Health, United Therapeutics, Philips, Zoll, and Patient-Centered Outcomes Research Institute outside the submitted work. Dr Cohen reported receiving personal fees from Infervision outside the submitted work. No other disclosures were reported. eng.
    1. Iyer AS, Wells JM, Vishin S. CT scan-measured pulmonary artery to aorta ratio and echocardiography for detecting pulmonary hypertension in severe COPD. Chest. 2014;145(4):824–832. doi: 10.1378/chest.13-1422.
    1. Spagnolo P, Cozzi A, Foà RA. CT-derived pulmonary vascular metrics and clinical outcome in COVID-19 patients. Quant Imaging Med Surg. 2020;10(6):1325–1333. doi: 10.21037/qims-20-546.
    1. Madjid M, Safavi-Naeini P, Solomon SD. Potential effects of coronaviruses on the cardiovascular system: a review. JAMA Cardiol. 2020 doi: 10.1001/jamacardio.2020.1286.
    1. Zhou F, Yu T, Du R. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet. 2020;395(10229):1054–1062. doi: 10.1016/s0140-6736(20)30566-3. 2020/03//
    1. Guzik TJ, Mohiddin SA, Dimarco A. COVID-19 and the cardiovascular system: implications for risk assessment, diagnosis, and treatment options. Cardiovasc Res. 2020 doi: 10.1093/cvr/cvaa106.
    1. Vieillard-Baron A, Prin S, Chergui K. Echo-Doppler demonstration of acute cor pulmonale at the bedside in the medical intensive care unit. Am J Respir Crit Care Med. 2002;166(10):1310–1319. doi: 10.1164/rccm.200202-146CC.
    1. Salehi S, Abedi A, Balakrishnan S. Coronavirus disease 2019 (COVID-19): a systematic review of imaging findings in 919 patients. AJR Am J Roentgenol. 2020:1–7. doi: 10.2214/ajr.20.23034.
    1. Chung M, Bernheim A, Mei X. CT imaging features of 2019 novel Coronavirus (2019-nCoV) Radiology. 2020;295(1):202–207. doi: 10.1148/radiol.2020200230. 2020/04/01.
    1. Qanadli SD, Beigelman-Aubry C, Rotzinger DC. Vascular changes detected with thoracic CT in Coronavirus disease (COVID-19) might be significant determinants for accurate diagnosis and optimal patient management. AJR Am J Roentgenol. 2020 doi: 10.2214/ajr.20.23185. 2020/04//:W1.
    1. Dangis A, Gieraerts C, Bruecker YD. Accuracy and reproducibility of low-dose submillisievert chest CT for the diagnosis of COVID-19. Radiol Cardiothorac Imaging. 2020;2(2) doi: 10.1148/ryct.2020200196.
    1. Galiè N, Humbert M, Vachiery J-L. ESC/ERS guidelines for the diagnosis and treatment of pulmonary hypertension: the joint task force for the diagnosis and treatment of pulmonary hypertension of the European Society of Cardiology (ESC) and the European Respiratory Society (ERS) endorsed by: Association for European Paediatric and Congenital Cardiology (AEPC), International Society for Heart and Lung Transplantation (ISHLT) Eur Resp J. 2015;46(4):903–975.
    1. Coste F, Benlala I, Dournes G. Assessing pulmonary hypertension in COPD. Is there a role for computed tomography? Int J Chron Obstruct Pulmon Dis. 2019;14:2065–2079. doi: 10.2147/COPD.S207363.
    1. Hoeper MM, Lee SH, Voswinckel R. Complications of right heart catheterization procedures in patients with pulmonary hypertension in experienced centers. J Am Coll Cardiol. 2006;48(12):2546–2552. doi: 10.1016/j.jacc.2006.07.061.
    1. Winklhofer S, Berger N, Ruder T, et al. Cardiothoracic ratio in postmortem computed tomography: reliability and threshold for the diagnosis of cardiomegaly. 2014;10(1):44-49.
    1. Hota P., Simpson S. Going beyond cardiomegaly: evaluation of cardiac chamber enlargement at non–electrocardiographically gated multidetector CT: current techniques, limitations, and clinical implications. 2019;1(1) doi: 10.1002/bjs.18002610104.
    1. Skulstad H, Cosyns B, Popescu BA. COVID-19 pandemic and cardiac imaging: EACVI recommendations on precautions, indications, prioritization, and protection for patients and healthcare personnel. Eur Heart J Cardiovasc Imaging. 2020;21(6):592–598. doi: 10.1093/ehjci/jeaa072.

Source: PubMed

3
購読する