Skip to main content
Top
Published in: European Radiology 12/2018

01-12-2018 | Computed Tomography

Impact of dual-energy CT post-processing to differentiate venous thrombosis from iodine flux artefacts

Authors: Jakob Weiss, Christoph Schabel, Ahmed E. Othman, Georg Bier, Konstantin Nikolaou, Fabian Bamberg, Malte N. Bongers

Published in: European Radiology | Issue 12/2018

Login to get access

Abstract

Objectives

To investigate the accuracy of dual-energy (DE) CT-based iodine maps (IM) and noise-optimised monoenergetic extrapolations (MEI+) at 40 keV for the detection and differentiation of venous thrombosis (VT) from iodine flux artefacts (IFA) in comparison to portal-venous phase CT (CTPV).

Methods

Ninety-nine patients were enrolled in this study. In all patients, VT or IFA was suspected on contrast-enhanced CT and confirmed by follow-up CT or colour-coded ultrasound. All examinations were performed on a third-generation dual-source CT system in DE mode during portal-venous phase. CTPV, IM and 40-keV MEI+ were reconstructed and independently evaluated by two radiologists for the presence/absence of VT and/or IFA. Diagnostic confidence was rated on a three-point scale (3 = high confidence). Quantitative parameters were obtained by calculating contrast-to-noise ratios (CNRs), iodine content and thrombus volume. Diagnostic accuracy was assessed by calculating receiver operating characteristics (ROC) of CNR.

Results

Diagnostic confidence was significantly higher for IM and MEI+ [both 3 (2-3)] compared to CTPV [2 (1-3); p ≤ 0.03]. ROC analysis revealed significantly higher AUC values and increased sensitivity for IM and MEI+ (AUC = 88%/sensitivity = 79.1% and 86%/73.1%) than for CTPV (75%/61.2%; p ≤ 0.01). Thrombus volume was significantly higher in MEI+ than in IM and CTPV (p < 0.001). CNR of thrombosis was significantly higher in IM [11.5 (8.5-14.5), p < 0.001) and MEI+ [10.9 (8.8-15.5), p < 0.001] than in CTPV [8.2 (5.8-11.4)]. Iodine quantification revealed significantly lower results in VT than in IFA [0.55 mg/ml (0.23-0.90) and 1.81 (1.60-2.12) mg/ml; p < 0.001].

Conclusions

IM and MEI+ 40 keV showed significantly higher diagnostic confidence and accuracy for the detection and differentiation of VT from IFA in comparison to CTPV.

Key Points

Iodine maps and noise-optimised monoenergetic extrapolations at 40 keV increase diagnostic confidence and accuracy for the detection and differentiation of venous thrombosis from iodine flux artefacts.
Dual-energy post-processing can significantly increase contrast-to-noise ratio and the sensitivity for the diagnosis of venous thrombosis
Iodine load in venous thrombosis is significantly lower than in iodine flux artefacts
Literature
2.
go back to reference Liebman HA, O'Connell C (2016) Incidental venous thromboembolic events in cancer patients: what we know in 2016. Thromb Res 140(Suppl 1):S18–S20CrossRef Liebman HA, O'Connell C (2016) Incidental venous thromboembolic events in cancer patients: what we know in 2016. Thromb Res 140(Suppl 1):S18–S20CrossRef
3.
go back to reference Ikushima S, Ono R, Fukuda K, Sakayori M, Awano N, Kondo K (2016) Trousseau's syndrome: cancer-associated thrombosis. Jpn J Clin Oncol 46:204–208CrossRef Ikushima S, Ono R, Fukuda K, Sakayori M, Awano N, Kondo K (2016) Trousseau's syndrome: cancer-associated thrombosis. Jpn J Clin Oncol 46:204–208CrossRef
4.
go back to reference Di Nisio M, Ferrante N, De Tursi M et al (2010) Incidental venous thromboembolism in ambulatory cancer patients receiving chemotherapy. Thromb Haemost 104:1049-1054CrossRef Di Nisio M, Ferrante N, De Tursi M et al (2010) Incidental venous thromboembolism in ambulatory cancer patients receiving chemotherapy. Thromb Haemost 104:1049-1054CrossRef
5.
go back to reference Ageno W, Squizzato A, Togna A et al (2012) Incidental diagnosis of a deep vein thrombosis in consecutive patients undergoing a computed tomography scan of the abdomen: a retrospective cohort study. J Thromb Haemost 10:158–160CrossRef Ageno W, Squizzato A, Togna A et al (2012) Incidental diagnosis of a deep vein thrombosis in consecutive patients undergoing a computed tomography scan of the abdomen: a retrospective cohort study. J Thromb Haemost 10:158–160CrossRef
6.
go back to reference Bongers MN, Schabel C, Krauss B et al (2015) Noise-optimized virtual monoenergetic images and iodine maps for the detection of venous thrombosis in second-generation dual-energy CT (DECT): an ex vivo phantom study. Eur Radiol 25:1655–1664CrossRef Bongers MN, Schabel C, Krauss B et al (2015) Noise-optimized virtual monoenergetic images and iodine maps for the detection of venous thrombosis in second-generation dual-energy CT (DECT): an ex vivo phantom study. Eur Radiol 25:1655–1664CrossRef
7.
go back to reference Karande GY, Hedgire SS, Sanchez Y et al (2016) Advanced imaging in acute and chronic deep vein thrombosis. Cardiovasc Diagn Ther 6:493–507CrossRef Karande GY, Hedgire SS, Sanchez Y et al (2016) Advanced imaging in acute and chronic deep vein thrombosis. Cardiovasc Diagn Ther 6:493–507CrossRef
8.
go back to reference Huisman MV, Klok FA (2013) Diagnostic management of acute deep vein thrombosis and pulmonary embolism. J Thromb Haemost 11:412–422CrossRef Huisman MV, Klok FA (2013) Diagnostic management of acute deep vein thrombosis and pulmonary embolism. J Thromb Haemost 11:412–422CrossRef
9.
go back to reference Grant KL, Flohr TG, Krauss B, Sedlmair M, Thomas C, Schmidt B (2014) Assessment of an advanced image-based technique to calculate virtual monoenergetic computed tomographic images from a dual-energy examination to improve contrast-to-noise ratio in examinations using iodinated contrast media. Invest Radiol 49:586–592CrossRef Grant KL, Flohr TG, Krauss B, Sedlmair M, Thomas C, Schmidt B (2014) Assessment of an advanced image-based technique to calculate virtual monoenergetic computed tomographic images from a dual-energy examination to improve contrast-to-noise ratio in examinations using iodinated contrast media. Invest Radiol 49:586–592CrossRef
10.
go back to reference Chandarana H, Megibow AJ, Cohen BA et al (2011) Iodine quantification with dual-energy CT: phantom study and preliminary experience with renal masses. AJR Am J Roentgenol 196:W693–W700CrossRef Chandarana H, Megibow AJ, Cohen BA et al (2011) Iodine quantification with dual-energy CT: phantom study and preliminary experience with renal masses. AJR Am J Roentgenol 196:W693–W700CrossRef
11.
go back to reference Qian LJ, Zhu J, Zhuang ZG et al (2012) Differentiation of neoplastic from bland macroscopic portal vein thrombi using dual-energy spectral CT imaging: a pilot study. Eur Radiol 22:2178–2185CrossRef Qian LJ, Zhu J, Zhuang ZG et al (2012) Differentiation of neoplastic from bland macroscopic portal vein thrombi using dual-energy spectral CT imaging: a pilot study. Eur Radiol 22:2178–2185CrossRef
12.
go back to reference Ascenti G, Sofia C, Mazziotti S et al (2016) Dual-energy CT with iodine quantification in distinguishing between bland and neoplastic portal vein thrombosis in patients with hepatocellular carcinoma. Clin Radiol 71:938.e931–938.e939CrossRef Ascenti G, Sofia C, Mazziotti S et al (2016) Dual-energy CT with iodine quantification in distinguishing between bland and neoplastic portal vein thrombosis in patients with hepatocellular carcinoma. Clin Radiol 71:938.e931–938.e939CrossRef
13.
go back to reference Wichmann JL, Gillott MR, De Cecco CN et al (2016) Dual-energy computed tomography angiography of the lower extremity runoff: impact of noise-optimized virtual monochromatic imaging on image quality and diagnostic accuracy. Invest Radiol 51:139-146CrossRef Wichmann JL, Gillott MR, De Cecco CN et al (2016) Dual-energy computed tomography angiography of the lower extremity runoff: impact of noise-optimized virtual monochromatic imaging on image quality and diagnostic accuracy. Invest Radiol 51:139-146CrossRef
14.
go back to reference Albrecht MH, Scholtz JE, Husers K et al (2016) Advanced image-based virtual monoenergetic dual-energy CT angiography of the abdomen: optimization of kiloelectron volt settings to improve image contrast. Eur Radiol 26:1863–1870CrossRef Albrecht MH, Scholtz JE, Husers K et al (2016) Advanced image-based virtual monoenergetic dual-energy CT angiography of the abdomen: optimization of kiloelectron volt settings to improve image contrast. Eur Radiol 26:1863–1870CrossRef
15.
go back to reference Albrecht MH, Trommer J, Wichmann JL et al (2016) Comprehensive comparison of virtual monoenergetic and linearly blended reconstruction techniques in third-generation dual-source dual-energy computed tomography angiography of the thorax and abdomen. Invest Radiol 51:582–590CrossRef Albrecht MH, Trommer J, Wichmann JL et al (2016) Comprehensive comparison of virtual monoenergetic and linearly blended reconstruction techniques in third-generation dual-source dual-energy computed tomography angiography of the thorax and abdomen. Invest Radiol 51:582–590CrossRef
16.
go back to reference Weiss J, Notohamiprodjo M, Bongers M et al (2016) Effect of noise-optimized monoenergetic postprocessing on diagnostic accuracy for detecting incidental pulmonary embolism in portal-venous phase dual-energy computed tomography. Invest Radiol 52:142–147 Weiss J, Notohamiprodjo M, Bongers M et al (2016) Effect of noise-optimized monoenergetic postprocessing on diagnostic accuracy for detecting incidental pulmonary embolism in portal-venous phase dual-energy computed tomography. Invest Radiol 52:142–147
17.
go back to reference Schabel C, Bongers M, Sedlmair M et al (2014) Assessment of the hepatic veins in poor contrast conditions using dual energy CT: evaluation of a novel monoenergetic extrapolation software algorithm. Rofo 186:591–597CrossRef Schabel C, Bongers M, Sedlmair M et al (2014) Assessment of the hepatic veins in poor contrast conditions using dual energy CT: evaluation of a novel monoenergetic extrapolation software algorithm. Rofo 186:591–597CrossRef
18.
go back to reference Stiegler H, Arbogast H, Nees S, Halder A, Grau A, Riess H (1989) Thrombectomy, lysis, or heparin treatment: concurrent therapies of deep vein thrombosis: therapy and experimental studies. Semin Thromb Hemost 15:250–258CrossRef Stiegler H, Arbogast H, Nees S, Halder A, Grau A, Riess H (1989) Thrombectomy, lysis, or heparin treatment: concurrent therapies of deep vein thrombosis: therapy and experimental studies. Semin Thromb Hemost 15:250–258CrossRef
19.
go back to reference Kistner RL, Sparkuhl MD (1979) Surgery in acute and chronic venous disease. Surgery 85:31–43PubMed Kistner RL, Sparkuhl MD (1979) Surgery in acute and chronic venous disease. Surgery 85:31–43PubMed
20.
go back to reference Mori H, Hayashi K, Uetani M, Matsuoka Y, Iwao M, Maeda H (1987) High-attenuation recent thrombus of the portal vein: CT demonstration and clinical significance. Radiology 163:353–356CrossRef Mori H, Hayashi K, Uetani M, Matsuoka Y, Iwao M, Maeda H (1987) High-attenuation recent thrombus of the portal vein: CT demonstration and clinical significance. Radiology 163:353–356CrossRef
21.
go back to reference Paluch L, Nawrocka-Laskus E, Dabrowska A, Popiela T, Walecki J (2017) Ultrasound elastography for determination of the age of venous thrombi. evaluation of thrombus evolution in patients after sclerotherapy. Pol J Radiol 82:88–91CrossRef Paluch L, Nawrocka-Laskus E, Dabrowska A, Popiela T, Walecki J (2017) Ultrasound elastography for determination of the age of venous thrombi. evaluation of thrombus evolution in patients after sclerotherapy. Pol J Radiol 82:88–91CrossRef
22.
go back to reference Lim KE, Hsu WC, Hsu YY, Chu PH, Ng CJ (2004) Deep venous thrombosis: comparison of indirect multidetector CT venography and sonography of lower extremities in 26 patients. Clin Imaging 28:439–444CrossRef Lim KE, Hsu WC, Hsu YY, Chu PH, Ng CJ (2004) Deep venous thrombosis: comparison of indirect multidetector CT venography and sonography of lower extremities in 26 patients. Clin Imaging 28:439–444CrossRef
23.
go back to reference Nakaura T, Awai K, Oda S et al (2011) A low-kilovolt (peak) high-tube current technique improves venous enhancement and reduces the radiation dose at indirect multidetector-row CT venography: initial experience. J Comput Assist Tomogr 35:141–147CrossRef Nakaura T, Awai K, Oda S et al (2011) A low-kilovolt (peak) high-tube current technique improves venous enhancement and reduces the radiation dose at indirect multidetector-row CT venography: initial experience. J Comput Assist Tomogr 35:141–147CrossRef
24.
go back to reference Fujikawa A, Matsuoka S, Kuramochi K et al (2011) Vascular enhancement and image quality of CT venography: comparison of standard and low kilovoltage settings. AJR Am J Roentgenol 197:838–843CrossRef Fujikawa A, Matsuoka S, Kuramochi K et al (2011) Vascular enhancement and image quality of CT venography: comparison of standard and low kilovoltage settings. AJR Am J Roentgenol 197:838–843CrossRef
25.
go back to reference Loud PA, Katz DS, Bruce DA, Klippenstein DL, Grossman ZD (2001) Deep venous thrombosis with suspected pulmonary embolism: detection with combined CT venography and pulmonary angiography. Radiology 219:498–502CrossRef Loud PA, Katz DS, Bruce DA, Klippenstein DL, Grossman ZD (2001) Deep venous thrombosis with suspected pulmonary embolism: detection with combined CT venography and pulmonary angiography. Radiology 219:498–502CrossRef
26.
go back to reference Begemann PG, Bonacker M, Kemper J et al (2003) Evaluation of the deep venous system in patients with suspected pulmonary embolism with multi-detector CT: a prospective study in comparison to Doppler sonography. J Comput Assist Tomogr 27:399–409CrossRef Begemann PG, Bonacker M, Kemper J et al (2003) Evaluation of the deep venous system in patients with suspected pulmonary embolism with multi-detector CT: a prospective study in comparison to Doppler sonography. J Comput Assist Tomogr 27:399–409CrossRef
27.
go back to reference Oda S, Utsunomiya D, Awai K et al (2011) Indirect computed tomography venography with a low-tube-voltage technique: reduction in the radiation and contrast material dose—a prospective randomized study. J Comput Assist Tomogr 35:631–636CrossRef Oda S, Utsunomiya D, Awai K et al (2011) Indirect computed tomography venography with a low-tube-voltage technique: reduction in the radiation and contrast material dose—a prospective randomized study. J Comput Assist Tomogr 35:631–636CrossRef
28.
go back to reference Cho ES, Chung JJ, Kim S, Kim JH, Yu JS, Yoon CS (2013) CT venography for deep vein thrombosis using a low tube voltage (100 kVp) setting could increase venous enhancement and reduce the amount of administered iodine. Korean J Radiol 14:183–193CrossRef Cho ES, Chung JJ, Kim S, Kim JH, Yu JS, Yoon CS (2013) CT venography for deep vein thrombosis using a low tube voltage (100 kVp) setting could increase venous enhancement and reduce the amount of administered iodine. Korean J Radiol 14:183–193CrossRef
Metadata
Title
Impact of dual-energy CT post-processing to differentiate venous thrombosis from iodine flux artefacts
Authors
Jakob Weiss
Christoph Schabel
Ahmed E. Othman
Georg Bier
Konstantin Nikolaou
Fabian Bamberg
Malte N. Bongers
Publication date
01-12-2018
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 12/2018
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5534-8

Other articles of this Issue 12/2018

European Radiology 12/2018 Go to the issue