Skip to main content
Top
Published in: European Radiology 10/2007

01-10-2007 | Breast

Quantitative diffusion-weighted MR imaging in the differential diagnosis of breast lesion

Authors: C. Marini, C. Iacconi, M. Giannelli, A. Cilotti, M. Moretti, C. Bartolozzi

Published in: European Radiology | Issue 10/2007

Login to get access

Abstract

The role of diffusion-weighted magnetic resonance imaging (DWI) to differentiate breast lesions in vivo was evaluated. Sixty women (mean age, 53 years) with 81 breast lesions were enrolled. A coronal echo planar imaging (EPI) sequence sensitised to diffusion (b value=1,000 s/mm2) was added to standard MR. The mean diffusivity (MD) was calculated. Differences in MD among cysts, benign lesions and malignant lesions were evaluated, and the sensitivity and specificity of DWI to diagnose malignant and benign lesions were calculated. The diagnosis was 18 cysts, 21 benign and 42 malignant nodules. MD values (mean±SD ×10−3 mm2/s) were (1.48±0.37) for benign lesions, (0.95±0.18) for malignant lesions and (2.25±0.26) for cysts. Different MD values characterized different malignant breast lesion types. A MD threshold value of 1.1×10−3 mm2/s discriminated malignant breast lesions from benign lesions with a specificity of 81% and sensitivity of 80%. Choosing a cut-off of 1.31×10−3 mm2/s (MD of malignant lesions -2 SD), the specificity would be 67% with a sensitivity of 100%. Thus, MD values, related to tumor cellularity, provide reliable information to differentiate malignant breast lesions from benign ones. Quantitative DWI is not time-consuming and can be easily inserted into standard clinical breast MR imaging protocols.
Literature
1.
go back to reference Swedish Organised Service Screening Evaluation Group (2006) Reduction in breast cancer mortality from the organised service screening with mammography: validation with alternative analytic methods. Cancer Epidemiol Biomarkers Prev 15:52–56CrossRef Swedish Organised Service Screening Evaluation Group (2006) Reduction in breast cancer mortality from the organised service screening with mammography: validation with alternative analytic methods. Cancer Epidemiol Biomarkers Prev 15:52–56CrossRef
2.
go back to reference Taplin SH, Rutter CM, Elmore JG, Seger D, White D, Brenner RJ (2000) Accuracy of screening mammography using single versus independent double interpretation. AJR Am J Roentgenol 174:1257–1262PubMed Taplin SH, Rutter CM, Elmore JG, Seger D, White D, Brenner RJ (2000) Accuracy of screening mammography using single versus independent double interpretation. AJR Am J Roentgenol 174:1257–1262PubMed
3.
go back to reference Cole EB, Pisano ED, Kistner EO, Muller KE, Brown ME, Feig SA, Jong RA, Maidment ADA, Staiger MJ, Kuzmiak SM, Freimanis RI, Lesko N, Rosen EL, Walsh R, Williford M, Braeuning MP (2003) Diagnostic accuracy of digital mammography in patients with dense breasts who underwent problem-solving mammography: effects of image processing and lesion type. Radiology 226:153–160PubMedCrossRef Cole EB, Pisano ED, Kistner EO, Muller KE, Brown ME, Feig SA, Jong RA, Maidment ADA, Staiger MJ, Kuzmiak SM, Freimanis RI, Lesko N, Rosen EL, Walsh R, Williford M, Braeuning MP (2003) Diagnostic accuracy of digital mammography in patients with dense breasts who underwent problem-solving mammography: effects of image processing and lesion type. Radiology 226:153–160PubMedCrossRef
4.
go back to reference Nunes LW, Schnall MD, Orel SG (2001) Update of breast MR imaging architectural interpretation model. Radiology 219:484–494PubMed Nunes LW, Schnall MD, Orel SG (2001) Update of breast MR imaging architectural interpretation model. Radiology 219:484–494PubMed
5.
go back to reference Jacobs MA, Barker PB, Bluemke DA, Maranto C, Arnold A, Herskovits EH, Bhujwalla Z (2003) Benign and malignant breast lesions: diagnosis with multiparametric MR imaging. Radiology 229:225–232PubMedCrossRef Jacobs MA, Barker PB, Bluemke DA, Maranto C, Arnold A, Herskovits EH, Bhujwalla Z (2003) Benign and malignant breast lesions: diagnosis with multiparametric MR imaging. Radiology 229:225–232PubMedCrossRef
6.
go back to reference Huang W, Fisher PR, Dulaimy K, Tudorica LA, O’Hea B, Button (2004) Detection of breast malignancy: diagnostic MR protocol for improved specificity. Radiology 232:585–591PubMedCrossRef Huang W, Fisher PR, Dulaimy K, Tudorica LA, O’Hea B, Button (2004) Detection of breast malignancy: diagnostic MR protocol for improved specificity. Radiology 232:585–591PubMedCrossRef
7.
go back to reference Pediconi F, Catalano C, Occhiato R, Venditti F, Fraioli F, Napoli A, Kirchin MA, Passariello R (2005) Breast lesion detection and characterization at contrast-enhanced MR mammography: gadobenate dimeglumine versus gadopentetate dimeglumine. Radiology 237:45–56PubMedCrossRef Pediconi F, Catalano C, Occhiato R, Venditti F, Fraioli F, Napoli A, Kirchin MA, Passariello R (2005) Breast lesion detection and characterization at contrast-enhanced MR mammography: gadobenate dimeglumine versus gadopentetate dimeglumine. Radiology 237:45–56PubMedCrossRef
8.
go back to reference Preda A, Novikov V, Moglich M, Floyd E, Turetschek K, Shames DM, Roberts TP, Corot C, Carter WO, Brasch RC (2005) Magnetic resonance characterization of tumor microvessels in experimental breast tumors using a slow clearance blood pool contrast agent (carboxymethyldextran-A2-Gd-DOTA) with histopathological correlation. Eur Radiol 15:2268–2275PubMedCrossRef Preda A, Novikov V, Moglich M, Floyd E, Turetschek K, Shames DM, Roberts TP, Corot C, Carter WO, Brasch RC (2005) Magnetic resonance characterization of tumor microvessels in experimental breast tumors using a slow clearance blood pool contrast agent (carboxymethyldextran-A2-Gd-DOTA) with histopathological correlation. Eur Radiol 15:2268–2275PubMedCrossRef
9.
go back to reference Morakkabati-Spitz N, Leutner C, Schild H, Traeber F, Kuhl C (2005) Diagnostic usefulness of segmental and linear enhancement in dynamic breast MRI. Eur Radiol 15:2010–2017PubMedCrossRef Morakkabati-Spitz N, Leutner C, Schild H, Traeber F, Kuhl C (2005) Diagnostic usefulness of segmental and linear enhancement in dynamic breast MRI. Eur Radiol 15:2010–2017PubMedCrossRef
10.
go back to reference Oshida K, Nagashima T, Ueda T, Yagata H, Tanabe N, Nakano S, Nikaidou T, Funatsu H, Hashimoto H, Miyazaki M (2005) Pharmacokinetic analysis of ductal carcinoma in situ of the breast using dynamic MR mammography. Eur Radiol 15:1353–1360PubMedCrossRef Oshida K, Nagashima T, Ueda T, Yagata H, Tanabe N, Nakano S, Nikaidou T, Funatsu H, Hashimoto H, Miyazaki M (2005) Pharmacokinetic analysis of ductal carcinoma in situ of the breast using dynamic MR mammography. Eur Radiol 15:1353–1360PubMedCrossRef
11.
go back to reference Basser PJ, Mattiello J, Le Bihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin-echo. J Magn Reson B 103:247–254PubMedCrossRef Basser PJ, Mattiello J, Le Bihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin-echo. J Magn Reson B 103:247–254PubMedCrossRef
12.
go back to reference Le Bihan, Mangin Jf, Poupon C, Clark CA, Pappata S, Molko N, Chabriat H (2001) Diffusion tensor imaging: concepts and applications. J magn Reson Imaging 13:534–546PubMedCrossRef Le Bihan, Mangin Jf, Poupon C, Clark CA, Pappata S, Molko N, Chabriat H (2001) Diffusion tensor imaging: concepts and applications. J magn Reson Imaging 13:534–546PubMedCrossRef
13.
go back to reference Cosottini M, Giannelli M, Siciliano G, Lazzarotti G, Michelassi MC, Del Corona A, Bartolozzi C, Murri L (2005) Diffusion-tensor MR imaging of corticospinal tract in amyotrophic lateral sclerosis and progressive muscular atrophy. Radiology 237:258–264PubMedCrossRef Cosottini M, Giannelli M, Siciliano G, Lazzarotti G, Michelassi MC, Del Corona A, Bartolozzi C, Murri L (2005) Diffusion-tensor MR imaging of corticospinal tract in amyotrophic lateral sclerosis and progressive muscular atrophy. Radiology 237:258–264PubMedCrossRef
14.
go back to reference Basser PJ, Jones DK (2002) Diffusion-tensor MRI: theory, experimental design and data analysis. NMR Biomed 15:456–467PubMedCrossRef Basser PJ, Jones DK (2002) Diffusion-tensor MRI: theory, experimental design and data analysis. NMR Biomed 15:456–467PubMedCrossRef
15.
go back to reference Neil J, Miller J, Mukherjee P, Huppi S (2002) Diffusion tensor imaging of normal and injured developing human brain—a technical review. NMR Biomed 15:543–552PubMedCrossRef Neil J, Miller J, Mukherjee P, Huppi S (2002) Diffusion tensor imaging of normal and injured developing human brain—a technical review. NMR Biomed 15:543–552PubMedCrossRef
16.
go back to reference Lu S, Ahn D, Johnson G, Law M, Zagzag D, Grossman RI (2004) Diffusion-tensor MR imaging of intracranial neoplasia and associated peritumoral edema: introduction of the tumor infiltration index. Radiology 232:221–228PubMedCrossRef Lu S, Ahn D, Johnson G, Law M, Zagzag D, Grossman RI (2004) Diffusion-tensor MR imaging of intracranial neoplasia and associated peritumoral edema: introduction of the tumor infiltration index. Radiology 232:221–228PubMedCrossRef
17.
go back to reference Hamstra DA, Chenevert TL, Moffat BA, Johnson TD, Meyer CR, Mukherji SK, Quint DJ, Gebarski SS, Fan X, Tsien CI, Lawrence TS, Junck L, Rehemtulla A, Ross BD (2005) Evaluation of the functional diffusion map as an early biomarker of time-to-progression and overall survival in high-grade glioma. Proc Natl Acad Sci USA 102:16759–16764PubMedCrossRef Hamstra DA, Chenevert TL, Moffat BA, Johnson TD, Meyer CR, Mukherji SK, Quint DJ, Gebarski SS, Fan X, Tsien CI, Lawrence TS, Junck L, Rehemtulla A, Ross BD (2005) Evaluation of the functional diffusion map as an early biomarker of time-to-progression and overall survival in high-grade glioma. Proc Natl Acad Sci USA 102:16759–16764PubMedCrossRef
18.
go back to reference Bukte Y, Paksoy Y, Genc E, Uca AU (2005) Role of diffusion-weighted MR in differential diagnosis of intracranial cystic lesions. Clin Radiol 60:375–383PubMedCrossRef Bukte Y, Paksoy Y, Genc E, Uca AU (2005) Role of diffusion-weighted MR in differential diagnosis of intracranial cystic lesions. Clin Radiol 60:375–383PubMedCrossRef
19.
go back to reference Taouli B, Vilgrain V, Dumont E, Daire JL, Fan B, Menu Y (2003) Evaluation of liver diffusion isotropy and characterization of focal hepatic lesions with two single-shot echo-planar MR imaging sequences: prospective study in 66 patients. Radiology 226:71–78PubMedCrossRef Taouli B, Vilgrain V, Dumont E, Daire JL, Fan B, Menu Y (2003) Evaluation of liver diffusion isotropy and characterization of focal hepatic lesions with two single-shot echo-planar MR imaging sequences: prospective study in 66 patients. Radiology 226:71–78PubMedCrossRef
20.
go back to reference Sumi M, Takagi Y, Uetani M et al (2002) Diffusion-weighted echoplanar MR imaging of the salivary glands. AJR Am J Roentgenol 178:959–965PubMed Sumi M, Takagi Y, Uetani M et al (2002) Diffusion-weighted echoplanar MR imaging of the salivary glands. AJR Am J Roentgenol 178:959–965PubMed
21.
go back to reference Nagata S, Nishimura H, Uchida M, Hayabuchi N (2005) Usefulness of diffusion-weighted MRI in differentiating benign from malignant musculoskeletal tumors. Nippon Igaku Hoshasen Gakkai Zasshi 65:30–36PubMed Nagata S, Nishimura H, Uchida M, Hayabuchi N (2005) Usefulness of diffusion-weighted MRI in differentiating benign from malignant musculoskeletal tumors. Nippon Igaku Hoshasen Gakkai Zasshi 65:30–36PubMed
22.
go back to reference Woodhams R, Matsunaga K, Iwabuchi K, Kan S, Hata H, Kuranami M, Watanabe M, Hayakawa K (2005) Diffusion-weighted imaging of malignant breast tumors: the usefulness of apparent diffusion coefficient (ADC) value and ADC map for the detection of malignant breast tumors and evalution of cancer extension. J Comput Assist Tomogr 29:644–649PubMedCrossRef Woodhams R, Matsunaga K, Iwabuchi K, Kan S, Hata H, Kuranami M, Watanabe M, Hayakawa K (2005) Diffusion-weighted imaging of malignant breast tumors: the usefulness of apparent diffusion coefficient (ADC) value and ADC map for the detection of malignant breast tumors and evalution of cancer extension. J Comput Assist Tomogr 29:644–649PubMedCrossRef
23.
go back to reference Sinha S, Lucas-Quesada FA, Sinha U, DeBruhl N, Bassett LW (2002) In vivo diffusion-weighted MRI of the breast: potential for lesion characterization. J Magn Reson Imaging 15:693–704PubMedCrossRef Sinha S, Lucas-Quesada FA, Sinha U, DeBruhl N, Bassett LW (2002) In vivo diffusion-weighted MRI of the breast: potential for lesion characterization. J Magn Reson Imaging 15:693–704PubMedCrossRef
24.
go back to reference Guo Y, Cai YQ, Cai ZL, Gao YG, An NY, Ma L, Mahankali S, Gao JH (2002) Differentiation of clinically benign and malignant breast lesions using diffusion-weighted imaging. J Magn Reson Imaging 16:172–178PubMedCrossRef Guo Y, Cai YQ, Cai ZL, Gao YG, An NY, Ma L, Mahankali S, Gao JH (2002) Differentiation of clinically benign and malignant breast lesions using diffusion-weighted imaging. J Magn Reson Imaging 16:172–178PubMedCrossRef
25.
go back to reference Kinoshita T, Yashiro N, Ihara N, Funatu H, Fukum E, Narita M (2002) Diffusion-weighted half-fourier single-shot turbo spin echo imaging in breasr tumors: differentiation of invasive ductal carcinoma from fibroadenoma. J Comput Assist Tomogr 26:1042–1046PubMedCrossRef Kinoshita T, Yashiro N, Ihara N, Funatu H, Fukum E, Narita M (2002) Diffusion-weighted half-fourier single-shot turbo spin echo imaging in breasr tumors: differentiation of invasive ductal carcinoma from fibroadenoma. J Comput Assist Tomogr 26:1042–1046PubMedCrossRef
26.
go back to reference Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time dependent field gradient. J Chem Phys 42:288–292CrossRef Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time dependent field gradient. J Chem Phys 42:288–292CrossRef
27.
go back to reference Le Bihan D, Poupon C, Amadon A, Lethimonnier F (2006) Artifacts and pitfalls in diffusion MRI. J Magn Reson Imaging 24:478–488PubMedCrossRef Le Bihan D, Poupon C, Amadon A, Lethimonnier F (2006) Artifacts and pitfalls in diffusion MRI. J Magn Reson Imaging 24:478–488PubMedCrossRef
28.
go back to reference Browner WS, Newman TB (1987) Are all significant P values created equal? The analogy between diagnostic tests and clinical research. JAMA 257:2459–2463PubMedCrossRef Browner WS, Newman TB (1987) Are all significant P values created equal? The analogy between diagnostic tests and clinical research. JAMA 257:2459–2463PubMedCrossRef
29.
go back to reference Glantz SA (2005) Primer of biostatistics. Appleton and Lange,Norwalk Glantz SA (2005) Primer of biostatistics. Appleton and Lange,Norwalk
30.
go back to reference Pagano M, Gauvreau K (1999) Principles of biostatistics. Duxbury, Pacific Grove Pagano M, Gauvreau K (1999) Principles of biostatistics. Duxbury, Pacific Grove
31.
go back to reference Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15:435–455PubMedCrossRef Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15:435–455PubMedCrossRef
32.
go back to reference Norris DG (2001) The effects of microscopic tissue parameters on the diffusion weighted magnetic resonance imaging experiment. NMR Biomed 14:77–93PubMedCrossRef Norris DG (2001) The effects of microscopic tissue parameters on the diffusion weighted magnetic resonance imaging experiment. NMR Biomed 14:77–93PubMedCrossRef
33.
go back to reference Englander SA, Ulug AM, Brem R et al (1997) Diffusion imaging of human breast. NMR Biomed 10:348–352PubMedCrossRef Englander SA, Ulug AM, Brem R et al (1997) Diffusion imaging of human breast. NMR Biomed 10:348–352PubMedCrossRef
34.
go back to reference Partridge SC, McKinnon GC, Henry RG, Hylton NM (2001) Menstrual cycle variation of apparent diffusion coefficients measeured in the normal breast using MRI. J Magn Res Imaging 14:433–438CrossRef Partridge SC, McKinnon GC, Henry RG, Hylton NM (2001) Menstrual cycle variation of apparent diffusion coefficients measeured in the normal breast using MRI. J Magn Res Imaging 14:433–438CrossRef
35.
go back to reference Woodhams R, Matzunaga K, Kan S, Hata H, Ozaki M, Iwabuchi K, Kuranami M, Watanabe M, Hayakawa K (2005) ADC Mapping of benign and malignant breast tumors. Magn Res Med Sci 4:35–42CrossRef Woodhams R, Matzunaga K, Kan S, Hata H, Ozaki M, Iwabuchi K, Kuranami M, Watanabe M, Hayakawa K (2005) ADC Mapping of benign and malignant breast tumors. Magn Res Med Sci 4:35–42CrossRef
36.
go back to reference Le Bihan D (1995) Diffusion and perfusion magnetic resonance imaging. Mal Vasc 20:203–214 Le Bihan D (1995) Diffusion and perfusion magnetic resonance imaging. Mal Vasc 20:203–214
37.
go back to reference Tavassoli FA (1992) Papillary lesions. In: Tavassoli FA (ed) Pathology of the breast. Appleton and Lange, Norwalk, pp 193–227 Tavassoli FA (1992) Papillary lesions. In: Tavassoli FA (ed) Pathology of the breast. Appleton and Lange, Norwalk, pp 193–227
38.
go back to reference Haagensen CD, Stout AP, Phillips JS (1951) Papillary neoplasms of the breast. I. Benign intraductal papilloma. Ann Surg 133:18–36PubMedCrossRef Haagensen CD, Stout AP, Phillips JS (1951) Papillary neoplasms of the breast. I. Benign intraductal papilloma. Ann Surg 133:18–36PubMedCrossRef
39.
go back to reference Mercado CL, Hamela-Bena D, Singer C et al (2001) Papillary lesions of the breast: evaluation with stereotactic directional vacuum-assisted biopsy. Radiology 221:650–655PubMedCrossRef Mercado CL, Hamela-Bena D, Singer C et al (2001) Papillary lesions of the breast: evaluation with stereotactic directional vacuum-assisted biopsy. Radiology 221:650–655PubMedCrossRef
40.
go back to reference Liberman L, Bracero N, Vuolo MA et al (1999) Percutaneous large-core biopsy of papillary breast lesions. AJR Am J Roentgenol 172:331–337PubMed Liberman L, Bracero N, Vuolo MA et al (1999) Percutaneous large-core biopsy of papillary breast lesions. AJR Am J Roentgenol 172:331–337PubMed
41.
go back to reference Mercado CL, Hamele-Bena D, Oken S M, Singer CI, Cangiarella J (2006) Papillary lesions of the breast at percutaneous core-needle biopsy. Radiology 238:801–808PubMedCrossRef Mercado CL, Hamele-Bena D, Oken S M, Singer CI, Cangiarella J (2006) Papillary lesions of the breast at percutaneous core-needle biopsy. Radiology 238:801–808PubMedCrossRef
42.
go back to reference Jacquemier J, Padovani L, Rabayrol L, Lakhani SR, Penault-Llorca F, Denoux Y, Fiche M, Figueiro P, Maisongrosse V, Ledoussal V, Martinez Penuela J, Udvarhely N, El Makdissi G, Ginestier C, Geneix J, Charafe-Jauffret E, Xerri L, Eisinger F, Birnbaum D, Sobol H-European Working Group for Breast Screening Pathology; Breast Cancer Linkage Consortium (2005) Typical medullary breast carcinomas have a basal/myoepithelial phenotype. J Pathol 207:260–268PubMedCrossRef Jacquemier J, Padovani L, Rabayrol L, Lakhani SR, Penault-Llorca F, Denoux Y, Fiche M, Figueiro P, Maisongrosse V, Ledoussal V, Martinez Penuela J, Udvarhely N, El Makdissi G, Ginestier C, Geneix J, Charafe-Jauffret E, Xerri L, Eisinger F, Birnbaum D, Sobol H-European Working Group for Breast Screening Pathology; Breast Cancer Linkage Consortium (2005) Typical medullary breast carcinomas have a basal/myoepithelial phenotype. J Pathol 207:260–268PubMedCrossRef
43.
go back to reference Rubesova E, Grell AS, De Maertelaer V, Metens T, Chao SL, Lemort M (2006) Quantitative diffusion imaging in breast cancer: a clinical prospective study. J Magn Reson Imaging. 24:319–324PubMedCrossRef Rubesova E, Grell AS, De Maertelaer V, Metens T, Chao SL, Lemort M (2006) Quantitative diffusion imaging in breast cancer: a clinical prospective study. J Magn Reson Imaging. 24:319–324PubMedCrossRef
Metadata
Title
Quantitative diffusion-weighted MR imaging in the differential diagnosis of breast lesion
Authors
C. Marini
C. Iacconi
M. Giannelli
A. Cilotti
M. Moretti
C. Bartolozzi
Publication date
01-10-2007
Publisher
Springer-Verlag
Published in
European Radiology / Issue 10/2007
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-007-0621-2

Other articles of this Issue 10/2007

European Radiology 10/2007 Go to the issue