Skip to main content
Top
Published in: The International Journal of Cardiovascular Imaging 4/2015

Open Access 01-04-2015 | Original Paper

Predicting pulmonary hypertension with standard computed tomography pulmonary angiography

Authors: Onno A. Spruijt, Harm-Jan Bogaard, Martijn W. Heijmans, Rutger J. Lely, Mariëlle C. van de Veerdonk, Frances S. de Man, Nico Westerhof, Anton Vonk-Noordegraaf

Published in: The International Journal of Cardiovascular Imaging | Issue 4/2015

Login to get access

Abstract

The most common feature of pulmonary hypertension (PH) on computed tomography pulmonary angiography (CTPA) is an increased diameter-ratio of the pulmonary artery to the ascending aorta (PA/AAAX). The aim of this study was to investigate whether combining PA/AAAX measurements with ventricular measurements improves the predictive value of CTPA for precapillary PH. Three predicting models were analysed using baseline CTPA scans of 51 treatment naïve precapillary PH patients and 25 non-PH controls: model 1: PA/AAAX only; model 2: PA/AAAX combined with the ratio of the right ventricular and left ventricular diameter measured on the axial view (RV/LVAX); model 3: PA/AAAX combined with the RV/LV-ratio measured on a four chamber view (RV/LV4CH). Prediction models were compared using multivariable binary logistic regression, ROC analyses and decision curve analyses (DCA). Multivariable binary logistic regression showed an improvement of the predictive value of model 2 (−2LL = 26.48) and 3 (−2LL = 21.03) compared to model 1 (−2LL = 21.03). ROC analyses showed significantly higher AUCs of model 2 and 3 compared to model 1 (p = 0.011 and p = 0.007, respectively). DCA showed an increased clinical benefit of model 2 and 3 compared to model 1. The predictive value of model 2 and 3 were almost equal. We found an optimal cut-off value for the RV/LV-ratio for predicting precapillary PH of RV/LV ≥ 1.20. The predictive value of CTPA for precapillary PH improves when ventricular and pulmonary artery measurements are combined. A PA/AAAX ≥ 1 or a RV/LVAX ≥ 1.20 needs further diagnostic evaluation to rule out or confirm the diagnosis.
Literature
1.
go back to reference Galie N, Hoeper MM, Humbert M, Torbicki A, Vachiery JL, Barbera JA, Beghetti M, Corris P, Gaine S, Gibbs JS, Gomez-Sanchez MA, Jondeau G, Klepetko W, Opitz C, Peacock A, Rubin L, Zellweger M, Simonneau G (2009) Guidelines for the diagnosis and treatment of pulmonary hypertension. Eur Respir J 34:1219–12163CrossRefPubMed Galie N, Hoeper MM, Humbert M, Torbicki A, Vachiery JL, Barbera JA, Beghetti M, Corris P, Gaine S, Gibbs JS, Gomez-Sanchez MA, Jondeau G, Klepetko W, Opitz C, Peacock A, Rubin L, Zellweger M, Simonneau G (2009) Guidelines for the diagnosis and treatment of pulmonary hypertension. Eur Respir J 34:1219–12163CrossRefPubMed
2.
go back to reference Vonk Noordegraaf A, Galie N (2011) The role of the right ventricle in pulmonary arterial hypertension. Eur Respir Rev 20:243–253CrossRefPubMed Vonk Noordegraaf A, Galie N (2011) The role of the right ventricle in pulmonary arterial hypertension. Eur Respir Rev 20:243–253CrossRefPubMed
3.
go back to reference Ling Y, Johnson MK, Kiely DG, Condliffe R, Elliot CA, Gibbs JS, Howard LS, Pepke-Zaba J, Sheares KK, Corris PA, Fisher AJ, Lordan JL, Gaine S, Coghlan JG, Wort SJ, Gatzoulis MA, Peacock AJ (2012) Changing demographics, epidemiology, and survival of incident pulmonary arterial hypertension: results from the pulmonary hypertension registry of the United Kingdom and Ireland. Am J Respir Crit Care Med 186:790–796CrossRefPubMed Ling Y, Johnson MK, Kiely DG, Condliffe R, Elliot CA, Gibbs JS, Howard LS, Pepke-Zaba J, Sheares KK, Corris PA, Fisher AJ, Lordan JL, Gaine S, Coghlan JG, Wort SJ, Gatzoulis MA, Peacock AJ (2012) Changing demographics, epidemiology, and survival of incident pulmonary arterial hypertension: results from the pulmonary hypertension registry of the United Kingdom and Ireland. Am J Respir Crit Care Med 186:790–796CrossRefPubMed
4.
go back to reference Badesch DB, Raskob GE, Elliott CG, Krichman AM, Farber HW, Frost AE, Barst RJ, Benza RL, Liou TG, Turner M, Giles S, Feldkircher K, Miller DP, McGoon MD (2010) Pulmonary arterial hypertension: baseline characteristics from the REVEAL Registry. Chest 137:376–387CrossRefPubMed Badesch DB, Raskob GE, Elliott CG, Krichman AM, Farber HW, Frost AE, Barst RJ, Benza RL, Liou TG, Turner M, Giles S, Feldkircher K, Miller DP, McGoon MD (2010) Pulmonary arterial hypertension: baseline characteristics from the REVEAL Registry. Chest 137:376–387CrossRefPubMed
5.
go back to reference Strange G, Gabbay E, Kermeen F, Williams T, Carrington M, Stewart S, Keogh A (2013) Time from symptoms to definitive diagnosis of idiopathic pulmonary arterial hypertension: the delay study. Pulm Circ 3:89–94CrossRefPubMedCentralPubMed Strange G, Gabbay E, Kermeen F, Williams T, Carrington M, Stewart S, Keogh A (2013) Time from symptoms to definitive diagnosis of idiopathic pulmonary arterial hypertension: the delay study. Pulm Circ 3:89–94CrossRefPubMedCentralPubMed
6.
go back to reference Wilkens H, Grimminger F, Hoeper M, Stahler G, Ehlken B, Plesnila-Frank C, Berger K, Resch A, Ghofrani A (2010) Burden of pulmonary arterial hypertension in Germany. Respir Med 104:902–910CrossRefPubMed Wilkens H, Grimminger F, Hoeper M, Stahler G, Ehlken B, Plesnila-Frank C, Berger K, Resch A, Ghofrani A (2010) Burden of pulmonary arterial hypertension in Germany. Respir Med 104:902–910CrossRefPubMed
7.
go back to reference Brown LM, Chen H, Halpern S, Taichman D, McGoon MD, Farber HW, Frost AE, Liou TG, Turner M, Feldkircher K, Miller DP, Elliott CG (2011) Delay in recognition of pulmonary arterial hypertension: factors identified from the REVEAL Registry. Chest 140:19–26CrossRefPubMedCentralPubMed Brown LM, Chen H, Halpern S, Taichman D, McGoon MD, Farber HW, Frost AE, Liou TG, Turner M, Feldkircher K, Miller DP, Elliott CG (2011) Delay in recognition of pulmonary arterial hypertension: factors identified from the REVEAL Registry. Chest 140:19–26CrossRefPubMedCentralPubMed
8.
go back to reference Humbert M, Gerry Coghlan J, Khanna D (2012) Early detection and management of pulmonary arterial hypertension. Eur Respir Rev 21:306–312CrossRefPubMed Humbert M, Gerry Coghlan J, Khanna D (2012) Early detection and management of pulmonary arterial hypertension. Eur Respir Rev 21:306–312CrossRefPubMed
9.
go back to reference Humbert M, Sitbon O, Chaouat A, Bertocchi M, Habib G, Gressin V, Yaici A, Weitzenblum E, Cordier JF, Chabot F, Dromer C, Pison C, Reynaud-Gaubert M, Haloun A, Laurent M, Hachulla E, Cottin V, Degano B, Jais X, Montani D, Souza R, Simonneau G (2010) Survival in patients with idiopathic, familial, and anorexigen-associated pulmonary arterial hypertension in the modern management era. Circulation 122:156–163CrossRefPubMed Humbert M, Sitbon O, Chaouat A, Bertocchi M, Habib G, Gressin V, Yaici A, Weitzenblum E, Cordier JF, Chabot F, Dromer C, Pison C, Reynaud-Gaubert M, Haloun A, Laurent M, Hachulla E, Cottin V, Degano B, Jais X, Montani D, Souza R, Simonneau G (2010) Survival in patients with idiopathic, familial, and anorexigen-associated pulmonary arterial hypertension in the modern management era. Circulation 122:156–163CrossRefPubMed
10.
go back to reference Galie N, Rubin L, Hoeper M, Jansa P, Al-Hiti H, Meyer G, Chiossi E, Kusic-Pajic A, Simonneau G (2008) Treatment of patients with mildly symptomatic pulmonary arterial hypertension with bosentan (EARLY study): a double-blind, randomised controlled trial. Lancet 371:2093–2100CrossRefPubMed Galie N, Rubin L, Hoeper M, Jansa P, Al-Hiti H, Meyer G, Chiossi E, Kusic-Pajic A, Simonneau G (2008) Treatment of patients with mildly symptomatic pulmonary arterial hypertension with bosentan (EARLY study): a double-blind, randomised controlled trial. Lancet 371:2093–2100CrossRefPubMed
11.
go back to reference Tan RT, Kuzo R, Goodman LR, Siegel R, Haasler GB, Presberg KW (1998) Utility of CT scan evaluation for predicting pulmonary hypertension in patients with parenchymal lung disease. medical college of wisconsin lung transplant group. Chest 113:1250–1256CrossRefPubMed Tan RT, Kuzo R, Goodman LR, Siegel R, Haasler GB, Presberg KW (1998) Utility of CT scan evaluation for predicting pulmonary hypertension in patients with parenchymal lung disease. medical college of wisconsin lung transplant group. Chest 113:1250–1256CrossRefPubMed
12.
go back to reference Ng CS, Wells AU, Padley SP (1999) A CT sign of chronic pulmonary arterial hypertension: the ratio of main pulmonary artery to aortic diameter. J Thorac Imaging 14:270–278CrossRefPubMed Ng CS, Wells AU, Padley SP (1999) A CT sign of chronic pulmonary arterial hypertension: the ratio of main pulmonary artery to aortic diameter. J Thorac Imaging 14:270–278CrossRefPubMed
13.
go back to reference Sanal S, Aronow WS, Ravipati G, Maguire GP, Belkin RN, Lehrman SG (2006) Prediction of moderate or severe pulmonary hypertension by main pulmonary artery diameter and main pulmonary artery diameter/ascending aorta diameter in pulmonary embolism. Cardiol Rev 14:213–214CrossRefPubMed Sanal S, Aronow WS, Ravipati G, Maguire GP, Belkin RN, Lehrman SG (2006) Prediction of moderate or severe pulmonary hypertension by main pulmonary artery diameter and main pulmonary artery diameter/ascending aorta diameter in pulmonary embolism. Cardiol Rev 14:213–214CrossRefPubMed
14.
go back to reference Rajaram S, Swift AJ, Capener D, Elliot CA, Condliffe R, Davies C, Hill C, Hurdman J, Kidling R, Akil M, Wild JM, Kiely DG (2012) Comparison of the diagnostic utility of cardiac magnetic resonance imaging, computed tomography, and echocardiography in assessment of suspected pulmonary arterial hypertension in patients with connective tissue disease. J Rheumatol 39:1265–1274CrossRefPubMed Rajaram S, Swift AJ, Capener D, Elliot CA, Condliffe R, Davies C, Hill C, Hurdman J, Kidling R, Akil M, Wild JM, Kiely DG (2012) Comparison of the diagnostic utility of cardiac magnetic resonance imaging, computed tomography, and echocardiography in assessment of suspected pulmonary arterial hypertension in patients with connective tissue disease. J Rheumatol 39:1265–1274CrossRefPubMed
15.
go back to reference Edwards PD, Bull RK, Coulden R (1998) CT measurement of main pulmonary artery diameter. Br J Radiol 71:1018–1020CrossRefPubMed Edwards PD, Bull RK, Coulden R (1998) CT measurement of main pulmonary artery diameter. Br J Radiol 71:1018–1020CrossRefPubMed
16.
go back to reference Chan AL, Juarez MM, Shelton DK, MacDonald T, Li CS, Lin TC, Albertson TE (2011) Novel computed tomographic chest metrics to detect pulmonary hypertension. BMC Med Imaging 11:7CrossRefPubMedCentralPubMed Chan AL, Juarez MM, Shelton DK, MacDonald T, Li CS, Lin TC, Albertson TE (2011) Novel computed tomographic chest metrics to detect pulmonary hypertension. BMC Med Imaging 11:7CrossRefPubMedCentralPubMed
17.
go back to reference Corson N, Armato SG 3rd, Labby ZE, Straus C, Starkey A, Gomberg-Maitland M (2014) CT-based pulmonary artery measurements for the assessment of pulmonary hypertension. Acad Radiol 21:523–530CrossRefPubMedCentralPubMed Corson N, Armato SG 3rd, Labby ZE, Straus C, Starkey A, Gomberg-Maitland M (2014) CT-based pulmonary artery measurements for the assessment of pulmonary hypertension. Acad Radiol 21:523–530CrossRefPubMedCentralPubMed
18.
go back to reference Quiroz R, Kucher N, Schoepf UJ, Kipfmueller F, Solomon SD, Costello P, Goldhaber SZ (2004) Right ventricular enlargement on chest computed tomography: prognostic role in acute pulmonary embolism. Circulation 109:2401–2404CrossRefPubMed Quiroz R, Kucher N, Schoepf UJ, Kipfmueller F, Solomon SD, Costello P, Goldhaber SZ (2004) Right ventricular enlargement on chest computed tomography: prognostic role in acute pulmonary embolism. Circulation 109:2401–2404CrossRefPubMed
19.
go back to reference Dogan H, Kroft LJ, Huisman MV, van der Geest RJ, de Roos A (2007) Right ventricular function in patients with acute pulmonary embolism: analysis with electrocardiography-synchronized multi-detector row CT. Radiology 242:78–84CrossRefPubMed Dogan H, Kroft LJ, Huisman MV, van der Geest RJ, de Roos A (2007) Right ventricular function in patients with acute pulmonary embolism: analysis with electrocardiography-synchronized multi-detector row CT. Radiology 242:78–84CrossRefPubMed
20.
go back to reference Schoepf UJ, Kucher N, Kipfmueller F, Quiroz R, Costello P, Goldhaber SZ (2004) Right ventricular enlargement on chest computed tomography: a predictor of early death in acute pulmonary embolism. Circulation 110:3276–3280CrossRefPubMed Schoepf UJ, Kucher N, Kipfmueller F, Quiroz R, Costello P, Goldhaber SZ (2004) Right ventricular enlargement on chest computed tomography: a predictor of early death in acute pulmonary embolism. Circulation 110:3276–3280CrossRefPubMed
21.
go back to reference Vickers AJ, Elkin EB (2006) Decision curve analysis: a novel method for evaluating prediction models. Med Decis Mak 26:565–574CrossRef Vickers AJ, Elkin EB (2006) Decision curve analysis: a novel method for evaluating prediction models. Med Decis Mak 26:565–574CrossRef
22.
go back to reference Steyerberg EW, Vickers AJ, Cook NR, Gerds T, Gonen M, Obuchowski N, Pencina MJ, Kattan MW (2010) Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiol (Cambridge Mass) 21:128–138CrossRef Steyerberg EW, Vickers AJ, Cook NR, Gerds T, Gonen M, Obuchowski N, Pencina MJ, Kattan MW (2010) Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiol (Cambridge Mass) 21:128–138CrossRef
23.
go back to reference Stein PD, Matta F, Yaekoub AY, Goodman LR, Sostman HD, Weg JG, Hales CA, Hull RD, Leeper KV Jr, Beemath A, Saeed IM, Woodard PK (2009) Reconstructed 4-chamber views compared with axial imaging for assessment of right ventricular enlargement on CT pulmonary angiograms. J Thromb Thrombolysis 28:342–347CrossRefPubMed Stein PD, Matta F, Yaekoub AY, Goodman LR, Sostman HD, Weg JG, Hales CA, Hull RD, Leeper KV Jr, Beemath A, Saeed IM, Woodard PK (2009) Reconstructed 4-chamber views compared with axial imaging for assessment of right ventricular enlargement on CT pulmonary angiograms. J Thromb Thrombolysis 28:342–347CrossRefPubMed
Metadata
Title
Predicting pulmonary hypertension with standard computed tomography pulmonary angiography
Authors
Onno A. Spruijt
Harm-Jan Bogaard
Martijn W. Heijmans
Rutger J. Lely
Mariëlle C. van de Veerdonk
Frances S. de Man
Nico Westerhof
Anton Vonk-Noordegraaf
Publication date
01-04-2015
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 4/2015
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-015-0618-x

Other articles of this Issue 4/2015

The International Journal of Cardiovascular Imaging 4/2015 Go to the issue