Skip to main content
Top
Published in: European Radiology 8/2021

01-08-2021 | Acute Pulmonary Embolism | Chest

Dual-energy CT performance in acute pulmonary embolism: a meta-analysis

Authors: Caterina B. Monti, Moreno Zanardo, Andrea Cozzi, Simone Schiaffino, Pietro Spagnolo, Francesco Secchi, Carlo N. De Cecco, Francesco Sardanelli

Published in: European Radiology | Issue 8/2021

Login to get access

Abstract

Objectives

To evaluate the diagnostic performance of dual-energy computed tomography (DECT) with regard to its post-processing techniques, namely linear blending (LB), iodine maps (IM), and virtual monoenergetic (VM) reconstructions, in diagnosing acute pulmonary embolism (PE).

Methods

This meta-analysis was conducted according to PRISMA. A systematic search on MEDLINE and EMBASE was performed in December 2019, looking for articles reporting the diagnostic performance of DECT on a per-patient level. Diagnostic performance meta-analyses were conducted grouping study parts according to DECT post-processing methods. Correlations between radiation or contrast dose and publication year were appraised.

Results

Seventeen studies entered the analysis. Only lobar and segmental acute PE were considered, subsegmental acute PE being excluded from analysis due to data heterogeneity or lack of data. LB alone was assessed in 6 study parts accounting for 348 patients, showing a pooled sensitivity of 0.87 and pooled specificity of 0.93. LB and IM together were assessed in 14 study parts accounting for 1007 patients, with a pooled sensitivity of 0.89 and pooled specificity of 0.90. LB, IM, and VM together were assessed in 2 studies (for a total 144 patients) and showed a pooled sensitivity of 0.90 and pooled specificity of 0.90. The area under the curve for LB alone, and LB together with IM was 0.93 (not available for studies using LB, IM and VM because of paucity of data). Radiation and contrast dose did not decrease with increasing year of publication.

Conclusions

Considering the published performance of single-energy CT in diagnosing acute PE, either dual-energy or single-energy computed tomography can be comparably used for the detection of acute PE.

Key Points

• Dual-energy CT displayed pooled sensitivity and specificity of 0.87 and 0.93 for linear blending alone, 0.89 and 0.90 for linear blending and iodine maps, and 0.90 and 0.90 for linear blending iodine maps, and virtual monoenergetic reconstructions.
• The performance of dual-energy CT for patient management is not superior to that reported in literature for single-energy CT (0.83 sensitivity and 0.96 specificity).
• Dual-energy CT did not yield substantial advantages in the identification of patients with acute pulmonary embolism compared to single-energy techniques.
Appendix
Available only for authorised users
Literature
1.
go back to reference Essien E-O, Rali P, Mathai SC (2019) Pulmonary embolism. Med Clin North Am 103:549–564CrossRef Essien E-O, Rali P, Mathai SC (2019) Pulmonary embolism. Med Clin North Am 103:549–564CrossRef
2.
go back to reference Huisman MV, Barco S, Cannegieter SC et al (2018) Pulmonary embolism. Nat Rev Dis Primers 4:18028CrossRef Huisman MV, Barco S, Cannegieter SC et al (2018) Pulmonary embolism. Nat Rev Dis Primers 4:18028CrossRef
3.
go back to reference Lavorini F, Di Bello V, De Rimini M et al (2013) Diagnosis and treatment of pulmonary embolism: a multidisciplinary approach. Multidiscip Respir Med 8:75CrossRef Lavorini F, Di Bello V, De Rimini M et al (2013) Diagnosis and treatment of pulmonary embolism: a multidisciplinary approach. Multidiscip Respir Med 8:75CrossRef
4.
go back to reference Konstantinides SV, Meyer G, Becattini C et al (2020) 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS). Eur Heart J 41:543–603CrossRef Konstantinides SV, Meyer G, Becattini C et al (2020) 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS). Eur Heart J 41:543–603CrossRef
5.
go back to reference Stein PD, Fowler SE, Goodman LR et al (2006) Multidetector computed tomography for acute pulmonary embolism. N Engl J Med 354:2317–2327CrossRef Stein PD, Fowler SE, Goodman LR et al (2006) Multidetector computed tomography for acute pulmonary embolism. N Engl J Med 354:2317–2327CrossRef
6.
go back to reference McCollough CH, Leng S, Yu L, Fletcher JG (2015) Dual- and multi-energy CT: principles, technical approaches, and clinical applications. Radiology 276:637–653CrossRef McCollough CH, Leng S, Yu L, Fletcher JG (2015) Dual- and multi-energy CT: principles, technical approaches, and clinical applications. Radiology 276:637–653CrossRef
7.
go back to reference Martin SS, van Assen M, Griffith LP et al (2018) Dual-energy CT pulmonary angiography: quantification of disease burden and impact on management. Curr Radiol Rep 6:36CrossRef Martin SS, van Assen M, Griffith LP et al (2018) Dual-energy CT pulmonary angiography: quantification of disease burden and impact on management. Curr Radiol Rep 6:36CrossRef
8.
go back to reference Ko JP, Brandman S, Stember J, Naidich DP (2012) Dual-energy computed tomography. J Thorac Imaging 27:7–22CrossRef Ko JP, Brandman S, Stember J, Naidich DP (2012) Dual-energy computed tomography. J Thorac Imaging 27:7–22CrossRef
9.
go back to reference van Hamersvelt RW, Eijsvoogel NG, Mihl C et al (2018) Contrast agent concentration optimization in CTA using low tube voltage and dual-energy CT in multiple vendors: a phantom study. Int J Cardiovasc Imaging 34:1265–1275CrossRef van Hamersvelt RW, Eijsvoogel NG, Mihl C et al (2018) Contrast agent concentration optimization in CTA using low tube voltage and dual-energy CT in multiple vendors: a phantom study. Int J Cardiovasc Imaging 34:1265–1275CrossRef
10.
go back to reference Alis J, Latson LA, Haramati LB, Shmukler A (2018) Navigating the pulmonary perfusion map. J Comput Assist Tomogr 42:840–849CrossRef Alis J, Latson LA, Haramati LB, Shmukler A (2018) Navigating the pulmonary perfusion map. J Comput Assist Tomogr 42:840–849CrossRef
11.
go back to reference Petritsch B, Kosmala A, Gassenmaier T et al (2017) Diagnosis of pulmonary artery embolism: comparison of single-source CT and 3rd generation dual-source CT using a dual-energy protocol regarding image quality and radiation dose. Rofo 189:527–536CrossRef Petritsch B, Kosmala A, Gassenmaier T et al (2017) Diagnosis of pulmonary artery embolism: comparison of single-source CT and 3rd generation dual-source CT using a dual-energy protocol regarding image quality and radiation dose. Rofo 189:527–536CrossRef
12.
go back to reference McInnes MDF, Moher D, Thombs BD et al (2009) Preferred Reporting Items for a Systematic Review and Meta-analysis of Diagnostic Test Accuracy Studies. JAMA 319:388 McInnes MDF, Moher D, Thombs BD et al (2009) Preferred Reporting Items for a Systematic Review and Meta-analysis of Diagnostic Test Accuracy Studies. JAMA 319:388
13.
go back to reference Raslan IA, Chong J, Gallix B, Lee TC, McDonald EG (2018) Rates of overtreatment and treatment-related adverse effects among patients with subsegmental pulmonary embolism. JAMA Intern Med 178:1272 Raslan IA, Chong J, Gallix B, Lee TC, McDonald EG (2018) Rates of overtreatment and treatment-related adverse effects among patients with subsegmental pulmonary embolism. JAMA Intern Med 178:1272
14.
go back to reference QUADAS-2 | Bristol Medical School: population health sciences | University of Bristol QUADAS-2 | Bristol Medical School: population health sciences | University of Bristol
16.
go back to reference Guo J, Riebler A (2018) Meta4diag : Bayesian bivariate meta-analysis of diagnostic test studies for routine practice. J Stat Softw 83 Guo J, Riebler A (2018) Meta4diag : Bayesian bivariate meta-analysis of diagnostic test studies for routine practice. J Stat Softw 83
18.
go back to reference McGrath TA, McInnes MDF, Langer FW, Hong J, Korevaar DA, Bossuyt PMM (2017) Treatment of multiple test readers in diagnostic accuracy systematic reviews-meta-analyses of imaging studies. Eur J Radiol 93:59–64 McGrath TA, McInnes MDF, Langer FW, Hong J, Korevaar DA, Bossuyt PMM (2017) Treatment of multiple test readers in diagnostic accuracy systematic reviews-meta-analyses of imaging studies. Eur J Radiol 93:59–64
19.
go back to reference Egger M, Davey Smith G, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315:629–634CrossRef Egger M, Davey Smith G, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315:629–634CrossRef
20.
go back to reference Kröger JR, Gerhardt F, Dumitrescu D et al (2019) Diagnosis of pulmonary hypertension using spectral-detector CT. Int J Cardiol 285:80–85CrossRef Kröger JR, Gerhardt F, Dumitrescu D et al (2019) Diagnosis of pulmonary hypertension using spectral-detector CT. Int J Cardiol 285:80–85CrossRef
21.
go back to reference Grob D, Smit E, Prince J et al (2019) Iodine maps from subtraction CT or dual-energy CT to detect pulmonary emboli with CT angiography: a multiple-observer study. Radiology 292:197–205CrossRef Grob D, Smit E, Prince J et al (2019) Iodine maps from subtraction CT or dual-energy CT to detect pulmonary emboli with CT angiography: a multiple-observer study. Radiology 292:197–205CrossRef
22.
go back to reference Geyer LL, Scherr M, Körner M et al (2012) Imaging of acute pulmonary embolism using a dual energy CT system with rapid kVp switching: initial results. Eur J Radiol 81:3711–3718CrossRef Geyer LL, Scherr M, Körner M et al (2012) Imaging of acute pulmonary embolism using a dual energy CT system with rapid kVp switching: initial results. Eur J Radiol 81:3711–3718CrossRef
23.
go back to reference Sueyoshi E, Tsutsui S, Hayashida T, Ashizawa K, Sakamoto I, Uetani M (2011) Quantification of lung perfusion blood volume (lung PBV) by dual-energy CT in patients with and without pulmonary embolism: preliminary results. Eur J Radiol 80:e505–e509 Sueyoshi E, Tsutsui S, Hayashida T, Ashizawa K, Sakamoto I, Uetani M (2011) Quantification of lung perfusion blood volume (lung PBV) by dual-energy CT in patients with and without pulmonary embolism: preliminary results. Eur J Radiol 80:e505–e509
24.
go back to reference Bauer RW, Kerl JM, Weber E et al (2011) Lung perfusion analysis with dual energy CT in patients with suspected pulmonary embolism - influence of window settings on the diagnosis of underlying pathologies of perfusion defects. Eur J Radiol 80:476–482CrossRef Bauer RW, Kerl JM, Weber E et al (2011) Lung perfusion analysis with dual energy CT in patients with suspected pulmonary embolism - influence of window settings on the diagnosis of underlying pathologies of perfusion defects. Eur J Radiol 80:476–482CrossRef
25.
go back to reference Lee CW, Seo JB, Song JW et al (2011) Evaluation of computer-aided detection and dual energy software in detection of peripheral pulmonary embolism on dual-energy pulmonary CT angiography. Eur Radiol 21:54–62CrossRef Lee CW, Seo JB, Song JW et al (2011) Evaluation of computer-aided detection and dual energy software in detection of peripheral pulmonary embolism on dual-energy pulmonary CT angiography. Eur Radiol 21:54–62CrossRef
26.
go back to reference Zhang LJ, Yang GF, Zhao YE, Zhou CS, Lu GM (2009) Detection of pulmonary embolism using dual-energy computed tomography and correlation with cardiovascular measurements: a preliminary study. Acta Radiol 50:892–901 Zhang LJ, Yang GF, Zhao YE, Zhou CS, Lu GM (2009) Detection of pulmonary embolism using dual-energy computed tomography and correlation with cardiovascular measurements: a preliminary study. Acta Radiol 50:892–901
27.
go back to reference Fink C, Johnson TR, Michaely HJ et al (2008) Dual-energy CT angiography of the lung in patients with suspected pulmonary embolism: initial results. Rofo 180:879–883PubMed Fink C, Johnson TR, Michaely HJ et al (2008) Dual-energy CT angiography of the lung in patients with suspected pulmonary embolism: initial results. Rofo 180:879–883PubMed
28.
go back to reference Thieme SF, Becker CR, Hacker M, Nikolaou K, Reiser MF, Johnson TR (2008) Dual energy CT for the assessment of lung perfusion-correlation to scintigraphy. Eur J Radiol 68:369–374 Thieme SF, Becker CR, Hacker M, Nikolaou K, Reiser MF, Johnson TR (2008) Dual energy CT for the assessment of lung perfusion-correlation to scintigraphy. Eur J Radiol 68:369–374
29.
go back to reference Masy M, Giordano J, Petyt G et al (2018) Dual-energy CT (DECT) lung perfusion in pulmonary hypertension: concordance rate with V/Q scintigraphy in diagnosing chronic thromboembolic pulmonary hypertension (CTEPH). Eur Radiol 28:5100–5110CrossRef Masy M, Giordano J, Petyt G et al (2018) Dual-energy CT (DECT) lung perfusion in pulmonary hypertension: concordance rate with V/Q scintigraphy in diagnosing chronic thromboembolic pulmonary hypertension (CTEPH). Eur Radiol 28:5100–5110CrossRef
30.
go back to reference Okada M, Nomura T, Nakashima Y, Kunihiro Y, Kido S (2018) Histogram-pattern analysis of the lung perfused blood volume for assessment of pulmonary thromboembolism. Diagn Interv Radiol 24:139–145 Okada M, Nomura T, Nakashima Y, Kunihiro Y, Kido S (2018) Histogram-pattern analysis of the lung perfused blood volume for assessment of pulmonary thromboembolism. Diagn Interv Radiol 24:139–145
31.
go back to reference Leithner D, Wichmann JL, Vogl TJ et al (2017) Virtual monoenergetic imaging and iodine perfusion maps improve diagnostic accuracy of dual-energy computed tomography pulmonary angiography with suboptimal contrast attenuation. Invest Radiol 52:659–665CrossRef Leithner D, Wichmann JL, Vogl TJ et al (2017) Virtual monoenergetic imaging and iodine perfusion maps improve diagnostic accuracy of dual-energy computed tomography pulmonary angiography with suboptimal contrast attenuation. Invest Radiol 52:659–665CrossRef
32.
go back to reference Weiss J, Notohamiprodjo M, Bongers M et al (2017) Effect of noise-optimized monoenergetic postprocessing on diagnostic accuracy for detecting incidental pulmonary embolism in portal-venous phase dual-energy computed tomography. Invest Radiol 52:142–147CrossRef Weiss J, Notohamiprodjo M, Bongers M et al (2017) Effect of noise-optimized monoenergetic postprocessing on diagnostic accuracy for detecting incidental pulmonary embolism in portal-venous phase dual-energy computed tomography. Invest Radiol 52:142–147CrossRef
33.
go back to reference Li X, Chen GZ, Zhao YE et al (2017) Radiation optimized dual-source dual-energy computed tomography pulmonary angiography: intra-individual and inter-individual comparison. Acad Radiol 24:13–21CrossRef Li X, Chen GZ, Zhao YE et al (2017) Radiation optimized dual-source dual-energy computed tomography pulmonary angiography: intra-individual and inter-individual comparison. Acad Radiol 24:13–21CrossRef
34.
go back to reference Cai XR, Feng YZ, Qiu L et al (2015) Iodine distribution map in dual-energy computed tomography pulmonary artery imaging with rapid kVp switching for the diagnostic analysis and quantitative evaluation of acute pulmonary embolism. Acad Radiol 22:743–751CrossRef Cai XR, Feng YZ, Qiu L et al (2015) Iodine distribution map in dual-energy computed tomography pulmonary artery imaging with rapid kVp switching for the diagnostic analysis and quantitative evaluation of acute pulmonary embolism. Acad Radiol 22:743–751CrossRef
35.
go back to reference Okada M, Kunihiro Y, Nakashima Y et al (2015) Added value of lung perfused blood volume images using dual-energy CT for assessment of acute pulmonary embolism. Eur J Radiol 84:172–177CrossRef Okada M, Kunihiro Y, Nakashima Y et al (2015) Added value of lung perfused blood volume images using dual-energy CT for assessment of acute pulmonary embolism. Eur J Radiol 84:172–177CrossRef
36.
go back to reference Thieme SF, Meinel FG, Graef A, Helck AD, Reiser MF, Johnson TR (2014) Dual-energy CT pulmonary angiography in patients with suspected pulmonary embolism: value for the detection and quantification of pulmonary venous congestion. Br J Radiol 87:20140079 Thieme SF, Meinel FG, Graef A, Helck AD, Reiser MF, Johnson TR (2014) Dual-energy CT pulmonary angiography in patients with suspected pulmonary embolism: value for the detection and quantification of pulmonary venous congestion. Br J Radiol 87:20140079
37.
go back to reference Ho LM, Yoshizumi TT, Hurwitz LM et al (2009) Dual energy versus single energy MDCT: measurement of radiation dose using adult abdominal imaging protocols. Acad Radiol 16:1400–1407CrossRef Ho LM, Yoshizumi TT, Hurwitz LM et al (2009) Dual energy versus single energy MDCT: measurement of radiation dose using adult abdominal imaging protocols. Acad Radiol 16:1400–1407CrossRef
38.
go back to reference Abdellatif W, Ebada MA, Alkanj S et al (2020) Diagnostic accuracy of dual-energy CT in detection of acute pulmonary embolism: a systematic review and meta-analysis. Can Assoc Radiol J :084653712090206 Abdellatif W, Ebada MA, Alkanj S et al (2020) Diagnostic accuracy of dual-energy CT in detection of acute pulmonary embolism: a systematic review and meta-analysis. Can Assoc Radiol J :084653712090206
39.
go back to reference Weidman EK, Plodkowski AJ, Halpenny DF et al (2018) Dual-energy CT angiography for detection of pulmonary emboli: incremental benefit of iodine maps. Radiology 289:546–553CrossRef Weidman EK, Plodkowski AJ, Halpenny DF et al (2018) Dual-energy CT angiography for detection of pulmonary emboli: incremental benefit of iodine maps. Radiology 289:546–553CrossRef
40.
go back to reference Lee J, Kim KW, Choi SH, Huh J, Park SH (2015) Systematic review and meta-analysis of studies evaluating diagnostic test accuracy: a practical review for clinical researchers-part II. Statistical methods of meta-analysis. Korean J Radiol 16:1188 Lee J, Kim KW, Choi SH, Huh J, Park SH (2015) Systematic review and meta-analysis of studies evaluating diagnostic test accuracy: a practical review for clinical researchers-part II. Statistical methods of meta-analysis. Korean J Radiol 16:1188
41.
go back to reference Safriel Y, Zinn H (2002) CT pulmonary angiography in the detection of pulmonary emboli. Clin Imaging 26:101–105CrossRef Safriel Y, Zinn H (2002) CT pulmonary angiography in the detection of pulmonary emboli. Clin Imaging 26:101–105CrossRef
42.
go back to reference Johnson TRC (2012) Dual-energy CT: general principles. AJR Am J Roentgenol.AJR Am J Roentgenol 199:S3–S8 Johnson TRC (2012) Dual-energy CT: general principles. AJR Am J Roentgenol.AJR Am J Roentgenol 199:S3–S8
Metadata
Title
Dual-energy CT performance in acute pulmonary embolism: a meta-analysis
Authors
Caterina B. Monti
Moreno Zanardo
Andrea Cozzi
Simone Schiaffino
Pietro Spagnolo
Francesco Secchi
Carlo N. De Cecco
Francesco Sardanelli
Publication date
01-08-2021
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 8/2021
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-020-07633-8

Other articles of this Issue 8/2021

European Radiology 8/2021 Go to the issue