Skip to main content
Top
Published in: European Radiology 1/2013

01-01-2013 | Breast

1H MR spectroscopy with external reference solution at 1.5 T for differentiating malignant and benign breast lesions: comparison using qualitative and quantitative approaches

Authors: Waka Mizukoshi, Eito Kozawa, Kaiji Inoue, Naoko Saito, Naoko Nishi, Toshiaki Saeki, Fumiko Kimura

Published in: European Radiology | Issue 1/2013

Login to get access

Abstract

Objective

To compare the diagnostic capability of proton (1H) magnetic resonance spectroscopy (MRS) in differentiating benign from malignant breast lesions on the basis of qualitative and quantitative approaches.

Methods

We performed single-voxel 1H MRS for 208 breast lesions, identified a clear total composite choline compounds (tCho) peak of signal-to-noise of ≥2 to represent malignancy (qualitative approach), and regarded tCho concentration equal to or greater than the cut-off value to represent malignancy (quantitative approach). We compared the diagnostic ability of both approaches using the Akaike information criterion (AIC) and McFadden’s R 2.

Results

Histologically, 169 lesions were malignant; 39 were benign. The qualitative approach demonstrated 84.6 % sensitivity and 51.3 % specificity for differentiating malignant and benign lesions. The mean tCho concentration was 1.13 mmol/kg for malignancy, 0.43 mmol/kg for benignity. The optimal cut-off point was 0.61 mmol/kg, use of which achieved 68.1 % sensitivity and 79.4 % specificity. Calculated AIC and R 2 score suggested the superiority of the quantitative approach for differentiating malignancy.

Conclusions

Quantitative MRS provides higher specificity than qualitative MRS for differentiating malignant from benign lesions and could be more useful as an additional examination in routine breast MR imaging.

Key Points

Magnetic resonance spectroscopy of the breast helps distinguish malignant from benign lesions.
Magnetic resonance spectra demonstrate a choline signal even from benign lesions.
Choline concentration is higher in breast carcinomas than in benign lesions.
Quantitative magnetic resonance spectroscopy differentiates breast malignancies better than qualitative MRS.
Literature
1.
go back to reference Gavenonis SC, Roth SO (2010) Role of magnetic resonance imaging in evaluating the extent of disease. Magn Reson Imaging Clin N Am 18:199–206PubMedCrossRef Gavenonis SC, Roth SO (2010) Role of magnetic resonance imaging in evaluating the extent of disease. Magn Reson Imaging Clin N Am 18:199–206PubMedCrossRef
2.
go back to reference Moon M, Cornfeld D, Weinreb J (2009) Dynamic contrast-enhanced breast MR imaging. Magn Reson Imaging Clin N Am 17:351–362PubMedCrossRef Moon M, Cornfeld D, Weinreb J (2009) Dynamic contrast-enhanced breast MR imaging. Magn Reson Imaging Clin N Am 17:351–362PubMedCrossRef
3.
go back to reference Hambly NM, Liberman L, Dershaw DD, Brennan S, Morris EA (2011) Background parenchymal enhancement on baseline screening breast MRI: impact on biopsy rate and short-interval follow-up. AJR Am J Roentgenol 196:218–224PubMedCrossRef Hambly NM, Liberman L, Dershaw DD, Brennan S, Morris EA (2011) Background parenchymal enhancement on baseline screening breast MRI: impact on biopsy rate and short-interval follow-up. AJR Am J Roentgenol 196:218–224PubMedCrossRef
4.
go back to reference El Khouli RH, Macura KJ, Jacobs MA et al (2009) Dynamic contrast-enhanced MRI of the breast: quantitative method for kinetic curve type assessment. AJR Am J Roentgenol 193:W295–W300PubMedCrossRef El Khouli RH, Macura KJ, Jacobs MA et al (2009) Dynamic contrast-enhanced MRI of the breast: quantitative method for kinetic curve type assessment. AJR Am J Roentgenol 193:W295–W300PubMedCrossRef
5.
go back to reference Brinck U, Fischer U, Korabiowska M, Jutrowski M, Schauer A, Grabbe E (1997) The variability of fibroadenoma in contrast-enhanced dynamic MR mammography. AJR Am J Roentgenol 168:1331–1334PubMed Brinck U, Fischer U, Korabiowska M, Jutrowski M, Schauer A, Grabbe E (1997) The variability of fibroadenoma in contrast-enhanced dynamic MR mammography. AJR Am J Roentgenol 168:1331–1334PubMed
6.
go back to reference Woodhams R, Matsunaga K, Kan S et al (2005) ADC mapping of benign and malignant breast tumors. Magn Reson Med Sci 4:35–42PubMedCrossRef Woodhams R, Matsunaga K, Kan S et al (2005) ADC mapping of benign and malignant breast tumors. Magn Reson Med Sci 4:35–42PubMedCrossRef
7.
go back to reference Imamura T, Isomoto I, Sueyoshi E et al (2010) Diagnostic performance of ADC for non-mass-like breast lesions on MR imaging. Magn Reson Med Sci 9:217–225PubMedCrossRef Imamura T, Isomoto I, Sueyoshi E et al (2010) Diagnostic performance of ADC for non-mass-like breast lesions on MR imaging. Magn Reson Med Sci 9:217–225PubMedCrossRef
8.
go back to reference Inoue K, Kozawa E, Mizukoshi W et al (2011) Usefulness of diffusion-weighted imaging of breast tumors: quantitative and visual assessment. Jpn J Radiol 29:429–436PubMedCrossRef Inoue K, Kozawa E, Mizukoshi W et al (2011) Usefulness of diffusion-weighted imaging of breast tumors: quantitative and visual assessment. Jpn J Radiol 29:429–436PubMedCrossRef
9.
10.
go back to reference Payne GS, Dowsett M, Leach MO (1994) Hormone-dependent metabolic changes in the normal breast monitored noninvasively by 31P magnetic resonance (MR) spectroscopy. Breast 3:20–23CrossRef Payne GS, Dowsett M, Leach MO (1994) Hormone-dependent metabolic changes in the normal breast monitored noninvasively by 31P magnetic resonance (MR) spectroscopy. Breast 3:20–23CrossRef
11.
go back to reference Venkatesh SK, Gupta RK, Pal L, Husain N, Husain M (2001) Spectroscopic increase in choline signal is a nonspecific marker for differentiation of infective/inflammatory from neoplastic lesions of the brain. J Magn Reson Imaging 14:8–15PubMedCrossRef Venkatesh SK, Gupta RK, Pal L, Husain N, Husain M (2001) Spectroscopic increase in choline signal is a nonspecific marker for differentiation of infective/inflammatory from neoplastic lesions of the brain. J Magn Reson Imaging 14:8–15PubMedCrossRef
12.
go back to reference Tse GM, Yeung DK, King AD, Cheung HS, Yang WT (2007) In vivo proton magnetic resonance spectroscopy of breast lesions: an update. Breast Cancer Res Treat 104:249–255PubMedCrossRef Tse GM, Yeung DK, King AD, Cheung HS, Yang WT (2007) In vivo proton magnetic resonance spectroscopy of breast lesions: an update. Breast Cancer Res Treat 104:249–255PubMedCrossRef
13.
go back to reference Yeung DKY, Cheung HS, Tse GM (2001) Human breast lesions: characterization with contrast-enhanced in vivo proton MR spectroscopy–initial results. Radiology 220:40–46PubMed Yeung DKY, Cheung HS, Tse GM (2001) Human breast lesions: characterization with contrast-enhanced in vivo proton MR spectroscopy–initial results. Radiology 220:40–46PubMed
14.
go back to reference Sardanelli F, Fausto A, Di Leo G, de Nijs R, Vorbuchner M, Podo F (2009) In vivo proton MR spectroscopy of the breast using the total choline peak integral as a marker of malignancy. AJR Am J Roentgenol 192:1608–1617PubMedCrossRef Sardanelli F, Fausto A, Di Leo G, de Nijs R, Vorbuchner M, Podo F (2009) In vivo proton MR spectroscopy of the breast using the total choline peak integral as a marker of malignancy. AJR Am J Roentgenol 192:1608–1617PubMedCrossRef
15.
go back to reference Meisamy S, Bolan PJ, Baker EH et al (2005) Adding in vivo quantitative 1H MR spectroscopy to improve diagnostic accuracy of breast MR imaging: preliminary results of observer performance study at 4.0 T. Radiology 236:465–475PubMedCrossRef Meisamy S, Bolan PJ, Baker EH et al (2005) Adding in vivo quantitative 1H MR spectroscopy to improve diagnostic accuracy of breast MR imaging: preliminary results of observer performance study at 4.0 T. Radiology 236:465–475PubMedCrossRef
16.
go back to reference Corum CA, McIntosh AD, Bolan PJ et al (2009) Feasibility of single-voxel MRS measurement of apparent diffusion coefficient of water in breast tumor. Magn Reson Med 61:1232–1237PubMedCrossRef Corum CA, McIntosh AD, Bolan PJ et al (2009) Feasibility of single-voxel MRS measurement of apparent diffusion coefficient of water in breast tumor. Magn Reson Med 61:1232–1237PubMedCrossRef
17.
go back to reference Star-Lack J, Nelson SJ, Kurhanewicz J, Huang LR, Vigneron DB (1997) Improved water and lipid suppression for 3D PRESS CSI using RF band selective inversion with gradient dephasing (BASING). Magn Reson Med 38:311–321PubMedCrossRef Star-Lack J, Nelson SJ, Kurhanewicz J, Huang LR, Vigneron DB (1997) Improved water and lipid suppression for 3D PRESS CSI using RF band selective inversion with gradient dephasing (BASING). Magn Reson Med 38:311–321PubMedCrossRef
18.
go back to reference Tozaki M, Hoshi K (2010) 1H MR spectroscopy of invasive ductal carcinoma: correlations with FDG PET and histologic prognostic factors. AJR Am J Roentgenol 194:1384–1390PubMedCrossRef Tozaki M, Hoshi K (2010) 1H MR spectroscopy of invasive ductal carcinoma: correlations with FDG PET and histologic prognostic factors. AJR Am J Roentgenol 194:1384–1390PubMedCrossRef
19.
go back to reference Baik HM, Su MY, Yu H, Mehta R, Nalcioglu O (2006) Quantification of choline-containing compounds in malignant breast tumors by 1H MR spectroscopy using water as an internal reference at 1.5 T. MAGMA 19:96–104PubMedCrossRef Baik HM, Su MY, Yu H, Mehta R, Nalcioglu O (2006) Quantification of choline-containing compounds in malignant breast tumors by 1H MR spectroscopy using water as an internal reference at 1.5 T. MAGMA 19:96–104PubMedCrossRef
20.
go back to reference Stanwell P, Mountford C (2007) In vivo proton MR spectroscopy of the breast. RadioGraphics 27:S253–S266PubMedCrossRef Stanwell P, Mountford C (2007) In vivo proton MR spectroscopy of the breast. RadioGraphics 27:S253–S266PubMedCrossRef
21.
go back to reference Stanwell P, Gluch L, Clark D et al (2005) Specificity of choline metabolites for in vivo diagnosis of breast cancer using 1H MRS at 1.5 T. Eur Radiol 15:1037–1043PubMedCrossRef Stanwell P, Gluch L, Clark D et al (2005) Specificity of choline metabolites for in vivo diagnosis of breast cancer using 1H MRS at 1.5 T. Eur Radiol 15:1037–1043PubMedCrossRef
22.
go back to reference Bartella L, Morris EA, Dershaw DD et al (2006) Proton MR spectroscopy with choline peak as malignancy marker improves positive predictive value for breast cancer diagnosis: preliminary study. Radiology 239:686–692PubMedCrossRef Bartella L, Morris EA, Dershaw DD et al (2006) Proton MR spectroscopy with choline peak as malignancy marker improves positive predictive value for breast cancer diagnosis: preliminary study. Radiology 239:686–692PubMedCrossRef
23.
go back to reference Klijn S, De Visschere PJ, De Meerleer GO, Villeirs GM (2010) Comparison of qualitative and quantitative approach to prostate MR spectroscopy in peripheral zone cancer detection. Eur J Radiol 81:411–416CrossRef Klijn S, De Visschere PJ, De Meerleer GO, Villeirs GM (2010) Comparison of qualitative and quantitative approach to prostate MR spectroscopy in peripheral zone cancer detection. Eur J Radiol 81:411–416CrossRef
24.
go back to reference Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control AC-19:716–723CrossRef Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control AC-19:716–723CrossRef
25.
go back to reference McFadden D (1973) Conditional logit analysis of qualitative choice behavior. In: Zarembka P (ed) Frontiers in econometrics. Academic, New York, pp 105–142 McFadden D (1973) Conditional logit analysis of qualitative choice behavior. In: Zarembka P (ed) Frontiers in econometrics. Academic, New York, pp 105–142
26.
go back to reference Hoskins G, Williams B, Jackson C, Norman PD, Donnan PT (2011) Assessing asthma control in UK primary care: use of routinely collected prospective observational consultation data to determine appropriateness of a variety of control assessment models. BMC Fam Pract 12:105PubMedCrossRef Hoskins G, Williams B, Jackson C, Norman PD, Donnan PT (2011) Assessing asthma control in UK primary care: use of routinely collected prospective observational consultation data to determine appropriateness of a variety of control assessment models. BMC Fam Pract 12:105PubMedCrossRef
27.
go back to reference Chen JH, Mehta RS, Baek HM et al (2011) Clinical characteristics and biomarkers of breast cancer associated with choline concentration measured by 1H MRS. NMR Biomed 24:316–324PubMedCrossRef Chen JH, Mehta RS, Baek HM et al (2011) Clinical characteristics and biomarkers of breast cancer associated with choline concentration measured by 1H MRS. NMR Biomed 24:316–324PubMedCrossRef
28.
go back to reference Huang W, Fisher PR, Dulaimy K, Tudorica LA, O’Hea B, Button TM (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 TM (2004) Detection of breast malignancy: diagnostic MR protocol for improved specificity. Radiology 232:585–591PubMedCrossRef
29.
go back to reference Kvistad KA, Bakken IJ, Gribbestad IS et al (1999) Characterization of neoplastic and normal human breast tissues with in vivo (1)H MR spectroscopy. J Magn Reson Imaging 10:159–164PubMedCrossRef Kvistad KA, Bakken IJ, Gribbestad IS et al (1999) Characterization of neoplastic and normal human breast tissues with in vivo (1)H MR spectroscopy. J Magn Reson Imaging 10:159–164PubMedCrossRef
30.
go back to reference Roebuck JR, Cecil KM, Schnall MD, Lenkinski RE (1998) Human breast lesions: characterization with proton MR spectroscopy. Radiology 209:269–275PubMed Roebuck JR, Cecil KM, Schnall MD, Lenkinski RE (1998) Human breast lesions: characterization with proton MR spectroscopy. Radiology 209:269–275PubMed
31.
go back to reference Cecil KM, Schnall MD, Siegelman ES, Lenkinski RE (2001) The evaluation of human breast lesions with magnetic resonance imaging and proton magnetic resonance spectroscopy. Breast Cancer Res Treat 68:45–54PubMedCrossRef Cecil KM, Schnall MD, Siegelman ES, Lenkinski RE (2001) The evaluation of human breast lesions with magnetic resonance imaging and proton magnetic resonance spectroscopy. Breast Cancer Res Treat 68:45–54PubMedCrossRef
32.
go back to reference Jagannathan NR, Kumar M, Seenu V et al (2001) Evaluation of total choline from in-vivo volume localized proton MR spectroscopy and its response to neoadjuvant chemotherapy in locally advanced breast cancer. Br J Cancer 84:1016–1022PubMedCrossRef Jagannathan NR, Kumar M, Seenu V et al (2001) Evaluation of total choline from in-vivo volume localized proton MR spectroscopy and its response to neoadjuvant chemotherapy in locally advanced breast cancer. Br J Cancer 84:1016–1022PubMedCrossRef
33.
go back to reference Tse GM, Cheung HS, Pang LM et al (2003) Characterization of lesions of the breast with proton MR spectroscopy: comparison of carcinomas, benign lesions, and phyllodes tumors. AJR Am J Roentgenol 181:1267–1272PubMed Tse GM, Cheung HS, Pang LM et al (2003) Characterization of lesions of the breast with proton MR spectroscopy: comparison of carcinomas, benign lesions, and phyllodes tumors. AJR Am J Roentgenol 181:1267–1272PubMed
34.
go back to reference Tozaki M (2011) Appropriate timing of proton MR spectroscopy in breast cancer. Magn Reson Med Sci 10:71–77PubMedCrossRef Tozaki M (2011) Appropriate timing of proton MR spectroscopy in breast cancer. Magn Reson Med Sci 10:71–77PubMedCrossRef
35.
go back to reference Tozaki M, Sakamoto M, Oyama Y, Maruyama K, Fukuma E (2010) Predicting pathological response to neoadjuvant chemotherapy in breast cancer with quantitative 1H MR spectroscopy using the external standard method. J Magn Reson Imaging 31:895–902PubMedCrossRef Tozaki M, Sakamoto M, Oyama Y, Maruyama K, Fukuma E (2010) Predicting pathological response to neoadjuvant chemotherapy in breast cancer with quantitative 1H MR spectroscopy using the external standard method. J Magn Reson Imaging 31:895–902PubMedCrossRef
36.
go back to reference Bolan PJ, Meisamy S, Baker EH et al (2003) In vivo quantification of choline compounds in the breast with 1H MR spectroscopy. Magn Reson Med 50:1134–1143PubMedCrossRef Bolan PJ, Meisamy S, Baker EH et al (2003) In vivo quantification of choline compounds in the breast with 1H MR spectroscopy. Magn Reson Med 50:1134–1143PubMedCrossRef
37.
go back to reference Joe BN, Chen VY, Salibi N, Fuangtharntip P, Hildebolt CF, Bae KT (2005) Evaluation of 1H-magnetic resonance spectroscopy of breast cancer pre- and postgadolinium administration. Investig Radiol 40:405–411CrossRef Joe BN, Chen VY, Salibi N, Fuangtharntip P, Hildebolt CF, Bae KT (2005) Evaluation of 1H-magnetic resonance spectroscopy of breast cancer pre- and postgadolinium administration. Investig Radiol 40:405–411CrossRef
38.
go back to reference Bolan PJ, DelaBarre L, Baker EH et al (2002) Eliminating spurious lipid sidebands in 1H MRS of breast lesions. Magn Reson Med 48:215–222PubMedCrossRef Bolan PJ, DelaBarre L, Baker EH et al (2002) Eliminating spurious lipid sidebands in 1H MRS of breast lesions. Magn Reson Med 48:215–222PubMedCrossRef
39.
go back to reference Jacobs MA, Barker PB, Argani P, Ouwerkerk R, Bhujwalla ZM, Bluemke DA (2005) Combined dynamic contrast enhanced breast MR and proton spectroscopic imaging: a feasibility study. J Magn Reson Imaging 21:23–28PubMedCrossRef Jacobs MA, Barker PB, Argani P, Ouwerkerk R, Bhujwalla ZM, Bluemke DA (2005) Combined dynamic contrast enhanced breast MR and proton spectroscopic imaging: a feasibility study. J Magn Reson Imaging 21:23–28PubMedCrossRef
40.
go back to reference Bartha R (2007) Effect of signal-to-noise ratio and spectral linewidth on metabolite quantification at 4 T. NMR Biomed 20:512–521PubMedCrossRef Bartha R (2007) Effect of signal-to-noise ratio and spectral linewidth on metabolite quantification at 4 T. NMR Biomed 20:512–521PubMedCrossRef
41.
go back to reference Lenkinski RE, Wang X, Elian M, Goldberg SN (2009) Interaction of gadolinium-based MR contrast agents with choline: implications for MR spectroscopy of the breast. Magn Reson Med 61:1286–1292PubMedCrossRef Lenkinski RE, Wang X, Elian M, Goldberg SN (2009) Interaction of gadolinium-based MR contrast agents with choline: implications for MR spectroscopy of the breast. Magn Reson Med 61:1286–1292PubMedCrossRef
Metadata
Title
1H MR spectroscopy with external reference solution at 1.5 T for differentiating malignant and benign breast lesions: comparison using qualitative and quantitative approaches
Authors
Waka Mizukoshi
Eito Kozawa
Kaiji Inoue
Naoko Saito
Naoko Nishi
Toshiaki Saeki
Fumiko Kimura
Publication date
01-01-2013
Publisher
Springer-Verlag
Published in
European Radiology / Issue 1/2013
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-012-2555-6

Other articles of this Issue 1/2013

European Radiology 1/2013 Go to the issue