Skip to main content
Top
Published in: European Radiology 1/2020

01-01-2020 | Magnetic Resonance Imaging | Musculoskeletal

Color-coded virtual non-calcium dual-energy CT for the depiction of bone marrow edema in patients with acute knee trauma: a multireader diagnostic accuracy study

Authors: Christian Booz, Jochen Nöske, Lukas Lenga, Simon S. Martin, Ibrahim Yel, Katrin Eichler, Tatjana Gruber-Rouh, Nicole Huizinga, Moritz H. Albrecht, Thomas J. Vogl, Julian L. Wichmann

Published in: European Radiology | Issue 1/2020

Login to get access

Abstract

Objectives

To evaluate the diagnostic accuracy of dual-energy computed tomography (CT) virtual non-calcium (VNCa) reconstructions for the depiction of traumatic knee bone marrow edema.

Methods

Fifty-seven patients (mean age, 50 years; range, 20–82 years) with acute knee trauma further divided into 30 women and 27 men, who had undergone third-generation dual-source dual-energy CT and 3-T magnetic resonance imaging (MRI) within 7 days between January 2017 and May 2018, were retrospectively analyzed. Six radiologists, blinded to clinical and MRI information, independently analyzed conventional grayscale dual-energy CT series for fractures; after 8 weeks, readers evaluated color-coded VNCa reconstructions for the presence of bone marrow edema in six femoral and six tibial regions. Quantitative analysis of CT numbers on VNCa reconstructions was performed by a seventh radiologist. Two additional radiologists, blinded to clinical and CT information, analyzed MRI series in consensus to define the reference standard. Sensitivity, specificity, and the area under the curve (AUC) were the primary metrics of diagnostic accuracy.

Results

MRI revealed 197 areas with bone marrow edema (91/342 femoral, 106/342 tibial). In the qualitative analysis, VNCa showed high overall sensitivity (1108/1182 [94%]) and specificity (2789/2922 [95%]) for depicting bone marrow edema. The AUC was 0.96 (femur) and 0.97 (tibia). A cutoff value of − 51 Hounsfield units (HU) provided high sensitivity (102/106 [96%]) and specificity (229/236 [97%]) for differentiating tibial bone marrow edema.

Conclusions

In both quantitative and qualitative analyses, dual-energy CT VNCa reconstructions yielded excellent diagnostic accuracy for depicting traumatic knee bone marrow edema compared with MRI.

Key Points

• Dual-energy CT (DECT) virtual non-calcium (VNCa) reconstructions are highly accurate in depicting bone marrow edema of the femur and tibia.
• Diagnostic confidence, image noise, and image quality were rated as equivalent in VNCa reconstructions and MRI (magnetic resonance imaging) series.
• VNCa images may serve as an alternative imaging approach to MRI.
Literature
1.
go back to reference Bretlau T, Tuxøe J, Larsen L, Jørgensen U, Thomsen HS, Lausten GS (2002) Bone bruise in the acutely injured knee. Knee Surg Sports Traumatol Arthrosc 10:96–101 Bretlau T, Tuxøe J, Larsen L, Jørgensen U, Thomsen HS, Lausten GS (2002) Bone bruise in the acutely injured knee. Knee Surg Sports Traumatol Arthrosc 10:96–101
2.
go back to reference Davies NH, Niall D, King LJ, Lavelle J, Healy JC (2004) Magnetic resonance imaging of bone bruising in the acutely injured knee—short-term outcome. Clin Radiol 59:439–445 Davies NH, Niall D, King LJ, Lavelle J, Healy JC (2004) Magnetic resonance imaging of bone bruising in the acutely injured knee—short-term outcome. Clin Radiol 59:439–445
3.
go back to reference Vincken PW, Ter Braak BP, van Erkel AR, Coerkamp EG, Mallens WM, Bloem JL (2006) Clinical consequences of bone bruise around the knee. Eur Radiol 16:97–107 Vincken PW, Ter Braak BP, van Erkel AR, Coerkamp EG, Mallens WM, Bloem JL (2006) Clinical consequences of bone bruise around the knee. Eur Radiol 16:97–107
4.
go back to reference Mandalia V, Fogg AJ, Chari R, Murray J, Beale A, Henson JH (2005) Bone bruising of the knee. Clin Radiol 60:627–636 Mandalia V, Fogg AJ, Chari R, Murray J, Beale A, Henson JH (2005) Bone bruising of the knee. Clin Radiol 60:627–636
5.
go back to reference Nakamae A, Engebretsen L, Bahr R, Krosshaug T, Ochi M (2006) Natural history of bone bruises after acute knee injury: clinical outcome and histopathological findings. Knee Surg Sports Traumatol Arthrosc 14:1252–1258 Nakamae A, Engebretsen L, Bahr R, Krosshaug T, Ochi M (2006) Natural history of bone bruises after acute knee injury: clinical outcome and histopathological findings. Knee Surg Sports Traumatol Arthrosc 14:1252–1258
6.
go back to reference Oda H, Igarashi M, Sase H, Sase T, Yamamoto S (2008) Bone bruise in magnetic resonance imaging strongly correlates with the production of joint effusion and with knee osteoarthritis. J Orthop Sci 13:7–15 Oda H, Igarashi M, Sase H, Sase T, Yamamoto S (2008) Bone bruise in magnetic resonance imaging strongly correlates with the production of joint effusion and with knee osteoarthritis. J Orthop Sci 13:7–15
7.
go back to reference Yao L, Lee J (1988) Occult intraosseous fracture: detection with MR imaging. Radiology 167:749–751CrossRef Yao L, Lee J (1988) Occult intraosseous fracture: detection with MR imaging. Radiology 167:749–751CrossRef
8.
go back to reference Morsbach F, Desbiolles L, Raupach R, Leschka S, Schmidt B, Alkadhi H (2017) Noise texture deviation: a measure for quantifying artifacts in computed tomography images with iterative reconstructions. Invest Radiol 52:87–94 Morsbach F, Desbiolles L, Raupach R, Leschka S, Schmidt B, Alkadhi H (2017) Noise texture deviation: a measure for quantifying artifacts in computed tomography images with iterative reconstructions. Invest Radiol 52:87–94
9.
go back to reference Mustonen A, Koskinen SK, Kiuru MJ (2005) Acute knee trauma: analysis of multidetector computed tomography findings and comparison with conventional radiography. Acta Radiol 46:866–874CrossRef Mustonen A, Koskinen SK, Kiuru MJ (2005) Acute knee trauma: analysis of multidetector computed tomography findings and comparison with conventional radiography. Acta Radiol 46:866–874CrossRef
10.
go back to reference Boks SS, Vroegindeweij D, Koes BW, Hunink MG, Bierma-Zeinstra SM (2006) Follow-up of occult bone lesions detected at MR imaging: systematic review. Radiology 238:853–862 Boks SS, Vroegindeweij D, Koes BW, Hunink MG, Bierma-Zeinstra SM (2006) Follow-up of occult bone lesions detected at MR imaging: systematic review. Radiology 238:853–862
11.
go back to reference Lell MM, Ruehm SG, Kramer M et al (2009) Cranial computed tomography angiography with automated bone subtraction: a feasibility study. Invest Radiol 44:38–43CrossRef Lell MM, Ruehm SG, Kramer M et al (2009) Cranial computed tomography angiography with automated bone subtraction: a feasibility study. Invest Radiol 44:38–43CrossRef
12.
go back to reference Nicolaou S, Liang T, Murphy DT, Korzan JR, Ouellette H, Munk P (2012) Dual-energy CT: a promising new technique for assessment of the musculoskeletal system. AJR Am J Roentgenol 199:78–86 Nicolaou S, Liang T, Murphy DT, Korzan JR, Ouellette H, Munk P (2012) Dual-energy CT: a promising new technique for assessment of the musculoskeletal system. AJR Am J Roentgenol 199:78–86
13.
go back to reference Mallinson PI, Coupal TM, McLaughlin PD, Nicolaou S, Munk PL, Ouellette HA (2016) Dual-energy CT for the musculoskeletal system. Radiology 281:690–707 Mallinson PI, Coupal TM, McLaughlin PD, Nicolaou S, Munk PL, Ouellette HA (2016) Dual-energy CT for the musculoskeletal system. Radiology 281:690–707
14.
go back to reference Wichmann JL, Booz C, Wesarg S et al (2014) Dual-energy CT–based phantomless in vivo three-dimensional bone mineral density assessment of the lumbar spine. Radiology 271:778–784CrossRef Wichmann JL, Booz C, Wesarg S et al (2014) Dual-energy CT–based phantomless in vivo three-dimensional bone mineral density assessment of the lumbar spine. Radiology 271:778–784CrossRef
15.
go back to reference Petritsch B, Kosmala A, Weng AM et al (2017) Vertebral compression fractures: third-generation dual-energy CT for detection of bone marrow edema at visual and quantitative analyses. Radiology 284:161–168CrossRef Petritsch B, Kosmala A, Weng AM et al (2017) Vertebral compression fractures: third-generation dual-energy CT for detection of bone marrow edema at visual and quantitative analyses. Radiology 284:161–168CrossRef
16.
go back to reference Kaup M, Wichmann JL, Scholtz JE et al (2016) Dual-energy CT–based display of bone marrow edema in osteoporotic vertebral compression fractures: impact on diagnostic accuracy of radiologists with varying levels of experience in correlation to MR imaging. Radiology 280:510–519CrossRef Kaup M, Wichmann JL, Scholtz JE et al (2016) Dual-energy CT–based display of bone marrow edema in osteoporotic vertebral compression fractures: impact on diagnostic accuracy of radiologists with varying levels of experience in correlation to MR imaging. Radiology 280:510–519CrossRef
17.
go back to reference Wang CK, Tsai JM, Chuang MT, Wang MT, Huang KY, Lin RM (2013) Bone marrow edema in vertebral compression fractures: detection with dual-energy CT. Radiology 269:525–533 Wang CK, Tsai JM, Chuang MT, Wang MT, Huang KY, Lin RM (2013) Bone marrow edema in vertebral compression fractures: detection with dual-energy CT. Radiology 269:525–533
18.
go back to reference Kosmala A, Weng AM, Heidemeier A et al (2017) Multiple myeloma and dual-energy CT: diagnostic accuracy of virtual noncalcium technique for detection of bone marrow infiltration of the spine and pelvis. Radiology 286:205–213CrossRef Kosmala A, Weng AM, Heidemeier A et al (2017) Multiple myeloma and dual-energy CT: diagnostic accuracy of virtual noncalcium technique for detection of bone marrow infiltration of the spine and pelvis. Radiology 286:205–213CrossRef
19.
go back to reference Frellesen C, Azadegan M, Martin SS et al (2018) Dual-energy computed tomography-based display of bone marrow edema in incidental vertebral compression fractures: diagnostic accuracy and characterization in oncological patients undergoing routine staging computed tomography. Invest Radiol 53:409–416CrossRef Frellesen C, Azadegan M, Martin SS et al (2018) Dual-energy computed tomography-based display of bone marrow edema in incidental vertebral compression fractures: diagnostic accuracy and characterization in oncological patients undergoing routine staging computed tomography. Invest Radiol 53:409–416CrossRef
20.
go back to reference Pache G, Krauss B, Strohm P et al (2010) Dual-energy CT virtual noncalcium technique: detecting posttraumatic bone marrow lesions—feasibility study. Radiology 256:617–624CrossRef Pache G, Krauss B, Strohm P et al (2010) Dual-energy CT virtual noncalcium technique: detecting posttraumatic bone marrow lesions—feasibility study. Radiology 256:617–624CrossRef
21.
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
22.
go back to reference Müller ME, Koch P, Nazarian S et al (1990) Tibia/fibula = 4. In: Müller ME, Nazarian S, Koch P, Schatzker J (eds) The comprehensive classification of fractures of long bones. Springer-Verlag Berlin Heidelberg, pp 148–191 Müller ME, Koch P, Nazarian S et al (1990) Tibia/fibula = 4. In: Müller ME, Nazarian S, Koch P, Schatzker J (eds) The comprehensive classification of fractures of long bones. Springer-Verlag Berlin Heidelberg, pp 148–191
23.
go back to reference Genders TS, Spronk S, Stijnen T, Steyerberg EW, Lesaffre E, Hunink MG (2012) Methods for calculating sensitivity and specificity of clustered data: a tutorial. Radiology 265:910–916 Genders TS, Spronk S, Stijnen T, Steyerberg EW, Lesaffre E, Hunink MG (2012) Methods for calculating sensitivity and specificity of clustered data: a tutorial. Radiology 265:910–916
24.
go back to reference Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 55:159–174CrossRef Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 55:159–174CrossRef
25.
go back to reference Ai S, Qu M, Glazebrook KN et al (2014) Use of dual-energy CT and virtual non-calcium techniques to evaluate post-traumatic bone bruises in knees in the subacute setting. Skeletal Radiol 43:1289–1295CrossRef Ai S, Qu M, Glazebrook KN et al (2014) Use of dual-energy CT and virtual non-calcium techniques to evaluate post-traumatic bone bruises in knees in the subacute setting. Skeletal Radiol 43:1289–1295CrossRef
26.
go back to reference Cao JX, Wang YM, Kong XQ, Yang C, Wang P (2015) Good interrater reliability of a new grading system in detecting traumatic bone marrow lesions in the knee by dual energy CT virtual non-calcium images. Eur J Radiol 84:1109–1115 Cao JX, Wang YM, Kong XQ, Yang C, Wang P (2015) Good interrater reliability of a new grading system in detecting traumatic bone marrow lesions in the knee by dual energy CT virtual non-calcium images. Eur J Radiol 84:1109–1115
27.
go back to reference Sanders TG, Medynski MA, Feller JF, Lawhorn KW (2000) Bone contusion patterns of the knee at MR imaging: footprint of the mechanism of injury. Radiographics 20:135–151 Sanders TG, Medynski MA, Feller JF, Lawhorn KW (2000) Bone contusion patterns of the knee at MR imaging: footprint of the mechanism of injury. Radiographics 20:135–151
28.
go back to reference Laor T, Jaramillo D (2009) MR imaging insights into skeletal maturation: what is normal? Radiology 250:28–38CrossRef Laor T, Jaramillo D (2009) MR imaging insights into skeletal maturation: what is normal? Radiology 250:28–38CrossRef
29.
go back to reference Vogler JB 3rd, Murphy WA (1988) Bone marrow imaging. Radiology 168:679–693 Vogler JB 3rd, Murphy WA (1988) Bone marrow imaging. Radiology 168:679–693
30.
go back to reference Sun C, Miao F, Wang X et al (2008) An initial qualitative study of dual-energy CT in the knee ligaments. Surg Radiol Anat 30:443–447CrossRef Sun C, Miao F, Wang X et al (2008) An initial qualitative study of dual-energy CT in the knee ligaments. Surg Radiol Anat 30:443–447CrossRef
31.
go back to reference Barr MS, Anderson MW (2002) The knee: bone marrow abnormalities. Radiol Clin North Am 40:1109–1120CrossRef Barr MS, Anderson MW (2002) The knee: bone marrow abnormalities. Radiol Clin North Am 40:1109–1120CrossRef
Metadata
Title
Color-coded virtual non-calcium dual-energy CT for the depiction of bone marrow edema in patients with acute knee trauma: a multireader diagnostic accuracy study
Authors
Christian Booz
Jochen Nöske
Lukas Lenga
Simon S. Martin
Ibrahim Yel
Katrin Eichler
Tatjana Gruber-Rouh
Nicole Huizinga
Moritz H. Albrecht
Thomas J. Vogl
Julian L. Wichmann
Publication date
01-01-2020
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 1/2020
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06304-7

Other articles of this Issue 1/2020

European Radiology 1/2020 Go to the issue