Skip to main content
Erschienen in: Skeletal Radiology 11/2013

01.11.2013 | Scientific Article

Characterization of soft tissue masses: can quantitative diffusion weighted imaging reliably distinguish cysts from solid masses?

verfasst von: Ty K. Subhawong, Daniel J. Durand, Gaurav K. Thawait, Michael A. Jacobs, Laura M. Fayad

Erschienen in: Skeletal Radiology | Ausgabe 11/2013

Einloggen, um Zugang zu erhalten

Abstract

Objective

To investigate the accuracy of quantitative diffusion-weighted imaging (DWI) with apparent diffusion coefficient (ADC) mapping for characterizing soft tissue masses (STMs) as cysts or solid masses.

Materials and methods

This IRB-approved retrospective study included 36 subjects with 37 STMs imaged by conventional MRI (T1-weighted, T2-weighted, contrast-enhanced T1-weighted sequences) and DWI (b-values 50, 400, 800 s/mm2) with ADC mapping. STMs were defined as non-solid cysts by histology or clinical follow-up, and as solid by histology. For each STM, ADC values (range, mean) were recorded by two observers. Differences between ADC values in cysts and solid STMs were compared using Wilcoxon rank-sum and receiver-operating characteristic (ROC) analysis.

Results

There were higher minimum (1.65 vs 0.68, p = 0.003) and mean (2.31 vs 1.45, p = 0.005) ADC values in cysts than solid STMs respectively. Areas under the ROC for minimum and mean ADC values were 0.82 and 0.81 respectively. Using threshold ADC values of 1.8 (minimum) or 2.5 (mean) yielded a sensitivity of 60 % and 80 % respectively, and a specificity of 100 % for classifying a STM as a cyst; for tumors with high fluid–signal intensity, the performance of these threshold values was maintained.

Conclusion

Diffusion-weighted imaging with ADC mapping provides a non-contrast MRI alternative for the characterization of STMs as cysts or solid masses. Threshold ADC values exist that provide 100 % specificity for differentiating cysts and solid STMs, even for tumors of high fluid–signal intensity on T2-weighted images.
Literatur
1.
Zurück zum Zitat Gielen JLMA, De Schepper AM, Vanhoenacker F, Parizel PM, Wang XL, Sciot R, et al. Accuracy of MRI in characterization of soft tissue tumors and tumor-like lesions. A prospective study in 548 patients. Eur Radiol. 2004;14(12):2320–30.PubMedCrossRef Gielen JLMA, De Schepper AM, Vanhoenacker F, Parizel PM, Wang XL, Sciot R, et al. Accuracy of MRI in characterization of soft tissue tumors and tumor-like lesions. A prospective study in 548 patients. Eur Radiol. 2004;14(12):2320–30.PubMedCrossRef
2.
Zurück zum Zitat Wu JS, Hochman MG. Soft-tissue tumors and tumorlike lesions: a systematic imaging approach. Radiology. 2009;253(2):297–316.PubMedCrossRef Wu JS, Hochman MG. Soft-tissue tumors and tumorlike lesions: a systematic imaging approach. Radiology. 2009;253(2):297–316.PubMedCrossRef
3.
Zurück zum Zitat Frassica FJ, Khanna JA, McCarthy EF. The role of MR imaging in soft tissue tumor evaluation: perspective of the orthopedic oncologist and musculoskeletal pathologist. Magn Reson Imaging Clin N Am. 2000;8(4):915–27.PubMed Frassica FJ, Khanna JA, McCarthy EF. The role of MR imaging in soft tissue tumor evaluation: perspective of the orthopedic oncologist and musculoskeletal pathologist. Magn Reson Imaging Clin N Am. 2000;8(4):915–27.PubMed
4.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M. MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology. 1986;161(2):401–7.PubMed Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M. MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology. 1986;161(2):401–7.PubMed
5.
Zurück zum Zitat Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia. 2009;11(2):102–25.PubMed Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, et al. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia. 2009;11(2):102–25.PubMed
6.
Zurück zum Zitat Khoo MMY, Tyler PA, Saifuddin A, Padhani AR. Diffusion-weighted imaging (DWI) in musculoskeletal MRI: a critical review. Skeletal Radiol. 2011;40(6):665–81.PubMedCrossRef Khoo MMY, Tyler PA, Saifuddin A, Padhani AR. Diffusion-weighted imaging (DWI) in musculoskeletal MRI: a critical review. Skeletal Radiol. 2011;40(6):665–81.PubMedCrossRef
7.
Zurück zum Zitat Costa FM, Ferreira EC, Vianna EM. Diffusion-weighted magnetic resonance imaging for the evaluation of musculoskeletal tumors. Magn Reson Imaging Clin N Am. 2011;19(1):159–80.PubMedCrossRef Costa FM, Ferreira EC, Vianna EM. Diffusion-weighted magnetic resonance imaging for the evaluation of musculoskeletal tumors. Magn Reson Imaging Clin N Am. 2011;19(1):159–80.PubMedCrossRef
8.
Zurück zum Zitat Einarsdóttir H, Karlsson M, Wejde J, Bauer HCF. Diffusion-weighted MRI of soft tissue tumours. Eur Radiol. 2004;14(6):959–63.PubMedCrossRef Einarsdóttir H, Karlsson M, Wejde J, Bauer HCF. Diffusion-weighted MRI of soft tissue tumours. Eur Radiol. 2004;14(6):959–63.PubMedCrossRef
9.
Zurück zum Zitat Maeda M, Matsumine A, Kato H, Kusuzaki K, Maier SE, Uchida A, et al. Soft-tissue tumors evaluated by line-scan diffusion-weighted imaging: influence of myxoid matrix on the apparent diffusion coefficient. J Magn Reson Imaging. 2007;25(6):1199–204.PubMedCrossRef Maeda M, Matsumine A, Kato H, Kusuzaki K, Maier SE, Uchida A, et al. Soft-tissue tumors evaluated by line-scan diffusion-weighted imaging: influence of myxoid matrix on the apparent diffusion coefficient. J Magn Reson Imaging. 2007;25(6):1199–204.PubMedCrossRef
10.
Zurück zum Zitat Nagata S, Nishimura H, Uchida M, Sakoda J, Tonan T, Hiraoka K, et al. Diffusion-weighted imaging of soft tissue tumors: usefulness of the apparent diffusion coefficient for differential diagnosis. Radiat Med. 2008;26(5):287–95.PubMedCrossRef Nagata S, Nishimura H, Uchida M, Sakoda J, Tonan T, Hiraoka K, et al. Diffusion-weighted imaging of soft tissue tumors: usefulness of the apparent diffusion coefficient for differential diagnosis. Radiat Med. 2008;26(5):287–95.PubMedCrossRef
11.
Zurück zum Zitat Van Rijswijk CSP, Kunz P, Hogendoorn PCW, Taminiau AHM, Doornbos J, Bloem JL. Diffusion-weighted MRI in the characterization of soft-tissue tumors. J Magn Reson Imaging. 2002;15(3):302–7.PubMedCrossRef Van Rijswijk CSP, Kunz P, Hogendoorn PCW, Taminiau AHM, Doornbos J, Bloem JL. Diffusion-weighted MRI in the characterization of soft-tissue tumors. J Magn Reson Imaging. 2002;15(3):302–7.PubMedCrossRef
12.
Zurück zum Zitat Jin G, An N, Jacobs MA, Li K. The role of parallel diffusion-weighted imaging and apparent diffusion coefficient (ADC) map values for evaluating breast lesions: preliminary results. Acad Radiol. 2010;17(4):456–63.PubMedCrossRef Jin G, An N, Jacobs MA, Li K. The role of parallel diffusion-weighted imaging and apparent diffusion coefficient (ADC) map values for evaluating breast lesions: preliminary results. Acad Radiol. 2010;17(4):456–63.PubMedCrossRef
13.
Zurück zum Zitat Teo EL, Strouse PJ, Hernandez RJ. MR imaging differentiation of soft-tissue hemangiomas from malignant soft-tissue masses. AJR Am J Roentgenol. 2000;174(6):1623–8.PubMedCrossRef Teo EL, Strouse PJ, Hernandez RJ. MR imaging differentiation of soft-tissue hemangiomas from malignant soft-tissue masses. AJR Am J Roentgenol. 2000;174(6):1623–8.PubMedCrossRef
14.
Zurück zum Zitat Moteki T, Horikoshi H, Endo K. Relationship between apparent diffusion coefficient and signal intensity in endometrial and other pelvic cysts. Magn Reson Imaging. 2002;20(6):463–70.PubMedCrossRef Moteki T, Horikoshi H, Endo K. Relationship between apparent diffusion coefficient and signal intensity in endometrial and other pelvic cysts. Magn Reson Imaging. 2002;20(6):463–70.PubMedCrossRef
15.
Zurück zum Zitat Jacobs MA, Ouwerkerk R, Kamel I, Bottomley PA, Bluemke DA, Kim HS. Proton, diffusion-weighted imaging, and sodium (23Na) MRI of uterine leiomyomata after MR-guided high-intensity focused ultrasound: a preliminary study. J Magn Reson Imaging. 2009;29(3):649–56.PubMedCrossRef Jacobs MA, Ouwerkerk R, Kamel I, Bottomley PA, Bluemke DA, Kim HS. Proton, diffusion-weighted imaging, and sodium (23Na) MRI of uterine leiomyomata after MR-guided high-intensity focused ultrasound: a preliminary study. J Magn Reson Imaging. 2009;29(3):649–56.PubMedCrossRef
16.
Zurück zum Zitat Ogura A, Hayakawa K, Miyati T, Maeda F, Miyai A, Saeki F, et al. Differentiation of hepatic tumors by use of image contrast with T2-weighted MRI. Radiol Phys Technol. 2009;2(1):54–7.PubMedCrossRef Ogura A, Hayakawa K, Miyati T, Maeda F, Miyai A, Saeki F, et al. Differentiation of hepatic tumors by use of image contrast with T2-weighted MRI. Radiol Phys Technol. 2009;2(1):54–7.PubMedCrossRef
17.
Zurück zum Zitat Ballesio L, Savelli S, Angeletti M, Porfiri LM, D’Ambrosio I, Maggi C, et al. Breast MRI: Are T2 IR sequences useful in the evaluation of breast lesions? Eur J Radiol. 2009;71(1):96–101.PubMedCrossRef Ballesio L, Savelli S, Angeletti M, Porfiri LM, D’Ambrosio I, Maggi C, et al. Breast MRI: Are T2 IR sequences useful in the evaluation of breast lesions? Eur J Radiol. 2009;71(1):96–101.PubMedCrossRef
18.
Zurück zum Zitat Ei Khouli RH, Jacobs MA, Mezban SD, Huang P, Kamel IR, Macura KJ, et al. Diffusion-weighted imaging improves the diagnostic accuracy of conventional 3.0-T breast MR imaging. Radiology. 2010;256(1):64–73.PubMedCrossRef Ei Khouli RH, Jacobs MA, Mezban SD, Huang P, Kamel IR, Macura KJ, et al. Diffusion-weighted imaging improves the diagnostic accuracy of conventional 3.0-T breast MR imaging. Radiology. 2010;256(1):64–73.PubMedCrossRef
19.
Zurück zum Zitat Aprile I, Iaiza F, Lavaroni A, Budai R, Dolso P, Scott CA, et al. Analysis of cystic intracranial lesions performed with fluid-attenuated inversion recovery MR imaging. AJNR Am J Neuroradiol. 1999;20(7):1259–67.PubMed Aprile I, Iaiza F, Lavaroni A, Budai R, Dolso P, Scott CA, et al. Analysis of cystic intracranial lesions performed with fluid-attenuated inversion recovery MR imaging. AJNR Am J Neuroradiol. 1999;20(7):1259–67.PubMed
20.
Zurück zum Zitat Baur A, Huber A, Arbogast S, Dürr HR, Zysk S, Wendtner C, et al. Diffusion-weighted imaging of tumor recurrencies and posttherapeutical soft-tissue changes in humans. Eur Radiol. 2001;11(5):828–33.PubMedCrossRef Baur A, Huber A, Arbogast S, Dürr HR, Zysk S, Wendtner C, et al. Diffusion-weighted imaging of tumor recurrencies and posttherapeutical soft-tissue changes in humans. Eur Radiol. 2001;11(5):828–33.PubMedCrossRef
21.
Zurück zum Zitat Sugahara T, Korogi Y, Kochi M, Ikushima I, Shigematu Y, Hirai T, et al. Usefulness of diffusion-weighted MRI with echo-planar technique in the evaluation of cellularity in gliomas. J Magn Reson Imaging. 1999;9(1):53–60.PubMedCrossRef Sugahara T, Korogi Y, Kochi M, Ikushima I, Shigematu Y, Hirai T, et al. Usefulness of diffusion-weighted MRI with echo-planar technique in the evaluation of cellularity in gliomas. J Magn Reson Imaging. 1999;9(1):53–60.PubMedCrossRef
22.
Zurück zum Zitat Taouli B, Koh D-M. Diffusion-weighted MR imaging of the liver. Radiology. 2010;254(1):47–66.PubMedCrossRef Taouli B, Koh D-M. Diffusion-weighted MR imaging of the liver. Radiology. 2010;254(1):47–66.PubMedCrossRef
23.
Zurück zum Zitat Oka K, Yakushiji T, Sato H, Yorimitsu S, Hayashida Y, Yamashita Y, et al. Ability of diffusion-weighted imaging for the differential diagnosis between chronic expanding hematomas and malignant soft tissue tumors. J Magn Reson Imaging. 2008;28(5):1195–200.PubMedCrossRef Oka K, Yakushiji T, Sato H, Yorimitsu S, Hayashida Y, Yamashita Y, et al. Ability of diffusion-weighted imaging for the differential diagnosis between chronic expanding hematomas and malignant soft tissue tumors. J Magn Reson Imaging. 2008;28(5):1195–200.PubMedCrossRef
24.
Zurück zum Zitat Siegel MJ. Magnetic resonance imaging of musculoskeletal soft tissue masses. Radiol Clin N Am. 2001;39(4):701–20.PubMedCrossRef Siegel MJ. Magnetic resonance imaging of musculoskeletal soft tissue masses. Radiol Clin N Am. 2001;39(4):701–20.PubMedCrossRef
25.
Zurück zum Zitat Atlas SW, DuBois P, Singer MB, Lu D. Diffusion measurements in intracranial hematomas: implications for MR imaging of acute stroke. AJNR Am J Neuroradiol. 2000;21(7):1190–4.PubMed Atlas SW, DuBois P, Singer MB, Lu D. Diffusion measurements in intracranial hematomas: implications for MR imaging of acute stroke. AJNR Am J Neuroradiol. 2000;21(7):1190–4.PubMed
26.
Zurück zum Zitat Unal O, Koparan HI, Avcu S, Kalender AM, Kisli E. The diagnostic value of diffusion-weighted magnetic resonance imaging in soft tissue abscesses. Eur J Radiol. 2011;77(3):490–4.PubMedCrossRef Unal O, Koparan HI, Avcu S, Kalender AM, Kisli E. The diagnostic value of diffusion-weighted magnetic resonance imaging in soft tissue abscesses. Eur J Radiol. 2011;77(3):490–4.PubMedCrossRef
27.
Zurück zum Zitat Harish S, Chiavaras MM, Kotnis N, Rebello R. MR imaging of skeletal soft tissue infection: utility of diffusion-weighted imaging in detecting abscess formation. Skeletal Radiol. 2011;40(3):285–94.PubMedCrossRef Harish S, Chiavaras MM, Kotnis N, Rebello R. MR imaging of skeletal soft tissue infection: utility of diffusion-weighted imaging in detecting abscess formation. Skeletal Radiol. 2011;40(3):285–94.PubMedCrossRef
28.
Zurück zum Zitat Kransdorf MJ, Jelinek JS, Moser Jr RP, Utz JA, Brower AC, Hudson TM, et al. Soft-tissue masses: diagnosis using MR imaging. AJR Am J Roentgenol. 1989;153(3):541–7.PubMedCrossRef Kransdorf MJ, Jelinek JS, Moser Jr RP, Utz JA, Brower AC, Hudson TM, et al. Soft-tissue masses: diagnosis using MR imaging. AJR Am J Roentgenol. 1989;153(3):541–7.PubMedCrossRef
29.
Zurück zum Zitat Murphey MD, Gibson MS, Jennings BT, Crespo-Rodríguez AM, Fanburg-Smith J, Gajewski DA. From the archives of the AFIP: Imaging of synovial sarcoma with radiologic-pathologic correlation. Radiographics. 2006;26(5):1543–65.PubMedCrossRef Murphey MD, Gibson MS, Jennings BT, Crespo-Rodríguez AM, Fanburg-Smith J, Gajewski DA. From the archives of the AFIP: Imaging of synovial sarcoma with radiologic-pathologic correlation. Radiographics. 2006;26(5):1543–65.PubMedCrossRef
30.
Zurück zum Zitat Razek A, Nada N, Ghaniem M, Elkhamary S. Assessment of soft tissue tumours of the extremities with diffusion echoplanar MR imaging. Radiol Med. 2012;117(1):96–101.PubMedCrossRef Razek A, Nada N, Ghaniem M, Elkhamary S. Assessment of soft tissue tumours of the extremities with diffusion echoplanar MR imaging. Radiol Med. 2012;117(1):96–101.PubMedCrossRef
31.
Zurück zum Zitat Koh D-M, Collins DJ. Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol. 2007;188(6):1622–35.PubMedCrossRef Koh D-M, Collins DJ. Diffusion-weighted MRI in the body: applications and challenges in oncology. AJR Am J Roentgenol. 2007;188(6):1622–35.PubMedCrossRef
32.
Zurück zum Zitat Malayeri AA, El Khouli RH, Zaheer A, Jacobs MA, Corona-Villalobos CP, Kamel IR, et al. Principles and applications of diffusion-weighted imaging in cancer detection, staging, and treatment follow-up. Radiographics. 2011;31(6):1773–91.PubMedCrossRef Malayeri AA, El Khouli RH, Zaheer A, Jacobs MA, Corona-Villalobos CP, Kamel IR, et al. Principles and applications of diffusion-weighted imaging in cancer detection, staging, and treatment follow-up. Radiographics. 2011;31(6):1773–91.PubMedCrossRef
33.
Zurück zum Zitat Bogner W, Gruber S, Pinker K, Grabner G, Stadlbauer A, Weber M, et al. Diffusion-weighted MR for differentiation of breast lesions at 3.0 T: how does selection of diffusion protocols affect diagnosis? Radiology. 2009;253(2):341–51.PubMedCrossRef Bogner W, Gruber S, Pinker K, Grabner G, Stadlbauer A, Weber M, et al. Diffusion-weighted MR for differentiation of breast lesions at 3.0 T: how does selection of diffusion protocols affect diagnosis? Radiology. 2009;253(2):341–51.PubMedCrossRef
34.
Zurück zum Zitat Clark CA, Le Bihan D. Water diffusion compartmentation and anisotropy at high b values in the human brain. Magn Reson Med. 2000;44(6):852–9.PubMedCrossRef Clark CA, Le Bihan D. Water diffusion compartmentation and anisotropy at high b values in the human brain. Magn Reson Med. 2000;44(6):852–9.PubMedCrossRef
35.
Zurück zum Zitat Chandarana H, Lee VS, Hecht E, Taouli B, Sigmund EE. Comparison of biexponential and monoexponential model of diffusion weighted imaging in evaluation of renal lesions: preliminary experience. Invest Radiol. 2011;46(5):285–91.PubMed Chandarana H, Lee VS, Hecht E, Taouli B, Sigmund EE. Comparison of biexponential and monoexponential model of diffusion weighted imaging in evaluation of renal lesions: preliminary experience. Invest Radiol. 2011;46(5):285–91.PubMed
36.
Zurück zum Zitat De Schepper AM, De Beuckeleer L, Vandevenne J, Somville J. Magnetic resonance imaging of soft tissue tumors. Eur Radiol. 2000;10(2):213–23.PubMedCrossRef De Schepper AM, De Beuckeleer L, Vandevenne J, Somville J. Magnetic resonance imaging of soft tissue tumors. Eur Radiol. 2000;10(2):213–23.PubMedCrossRef
37.
Zurück zum Zitat Jacobson JA. Musculoskeletal ultrasound and MRI: which do I choose? Semin Musculoskelet Radiol. 2005;9(2):135–49.PubMedCrossRef Jacobson JA. Musculoskeletal ultrasound and MRI: which do I choose? Semin Musculoskelet Radiol. 2005;9(2):135–49.PubMedCrossRef
38.
Zurück zum Zitat Ward EE, Jacobson JA, Fessell DP, Hayes CW, van Holsbeeck M. Sonographic detection of Baker’s cysts: comparison with MR imaging. AJR Am J Roentgenol. 2001;176(2):373–80.PubMedCrossRef Ward EE, Jacobson JA, Fessell DP, Hayes CW, van Holsbeeck M. Sonographic detection of Baker’s cysts: comparison with MR imaging. AJR Am J Roentgenol. 2001;176(2):373–80.PubMedCrossRef
39.
Zurück zum Zitat Wu S, Tu R, Liu G, Shi Y. Role of ultrasound in the diagnosis of common soft tissue lesions of the limbs. Ultrasound Q. 2013;29(1):67–71.PubMedCrossRef Wu S, Tu R, Liu G, Shi Y. Role of ultrasound in the diagnosis of common soft tissue lesions of the limbs. Ultrasound Q. 2013;29(1):67–71.PubMedCrossRef
Metadaten
Titel
Characterization of soft tissue masses: can quantitative diffusion weighted imaging reliably distinguish cysts from solid masses?
verfasst von
Ty K. Subhawong
Daniel J. Durand
Gaurav K. Thawait
Michael A. Jacobs
Laura M. Fayad
Publikationsdatum
01.11.2013
Verlag
Springer Berlin Heidelberg
Erschienen in
Skeletal Radiology / Ausgabe 11/2013
Print ISSN: 0364-2348
Elektronische ISSN: 1432-2161
DOI
https://doi.org/10.1007/s00256-013-1703-7

Weitere Artikel der Ausgabe 11/2013

Skeletal Radiology 11/2013 Zur Ausgabe

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.