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Published in: Medical Oncology 5/2015

01-05-2015 | Original Paper

1H-MRS evaluation of breast lesions by using total choline signal-to-noise ratio as an indicator of malignancy: a meta-analysis

Authors: Xin Wang, Xiang Jiang Wang, Hui Sheng Song, Long Hua Chen

Published in: Medical Oncology | Issue 5/2015

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Abstract

The aim of this study was to evaluate the diagnostic performance of the use of total choline signal-to-noise ratio (tCho SNR) criteria in MRS studies for benign/malignant discrimination of focal breast lesions. We conducted (1) a meta-analysis based on 10 studies including 480 malignant breast lesions and 312 benign breast lesions and (2) a subgroup meta-analysis of tCho SNR ≥ 2 as cutoff for malignancy based on 7 studies including 371 malignant breast lesions and 239 benign breast lesions. (1) The pooled sensitivity and specificity of proton MRS with tCho SNR were 0.74 (95 % CI 0.69–0.77) and 0.76 (95 % CI 0.71–0.81), respectively. The PLR and NLR were 3.67 (95 % CI 2.30–5.83) and 0.25 (95 % CI 0.14–0.42), respectively. From the fitted SROC, the AUC and Q* index were 0.89 and 0.82. Publication bias was present (t = 2.46, P = 0.039). (2) Meta-regression analysis suggested that neither threshold effect nor evaluated covariates including strength of field, pulse sequence, TR and TE were sources of heterogeneity (all P value >0.05). (3) Subgroup meta-analysis: The pooled sensitivity and specificity were 0.79 and 0.72, respectively. The PLR and NLR were 3.49 and 0.20, respectively. The AUC and Q* index were 0.92 and 0.85. The use of tCho SNR criteria in MRS studies was helpful for differentiation between malignant and benign breast lesions. However, pooled diagnostic measures might be overestimated due to publication bias. A tCho SNR ≥ 2 as cutoff for malignancy resulted in higher diagnostic accuracy.
Literature
1.
go back to reference Coleman MP, Quaresma M, Berrino F, Lutz JM, De Angelis R, Capocaccia R, Baili P, Rachet B, Gatta G, Hakulinen T, Micheli A, Sant M, Weir HK, Elwood JM, Tsukuma H, Koifman S, Ga ES, Francisci S, Santaquilani M, Verdecchia A, Storm HH, Young JL, Group CW. Cancer survival in five continents: a worldwide population-based study (CONCORD). Lancet Oncol. 2008;9:730–56.CrossRefPubMed Coleman MP, Quaresma M, Berrino F, Lutz JM, De Angelis R, Capocaccia R, Baili P, Rachet B, Gatta G, Hakulinen T, Micheli A, Sant M, Weir HK, Elwood JM, Tsukuma H, Koifman S, Ga ES, Francisci S, Santaquilani M, Verdecchia A, Storm HH, Young JL, Group CW. Cancer survival in five continents: a worldwide population-based study (CONCORD). Lancet Oncol. 2008;9:730–56.CrossRefPubMed
2.
go back to reference Menezes GL, Knuttel FM, Stehouwer BL, Pijnappel RM, van den Bosch MA. Magnetic resonance imaging in breast cancer: a literature review and future perspectives. World J Clin Oncol. 2014;5:61–70.CrossRefPubMedCentralPubMed Menezes GL, Knuttel FM, Stehouwer BL, Pijnappel RM, van den Bosch MA. Magnetic resonance imaging in breast cancer: a literature review and future perspectives. World J Clin Oncol. 2014;5:61–70.CrossRefPubMedCentralPubMed
3.
go back to reference Wang J, Torng PL, Liu TP, Chen KL, Shih TT. Proton MR spectroscopy in normal breasts between pre- and postmenopausal women: a preliminary study. AJR Am J Roentgenol. 2008;190:505–10.CrossRefPubMed Wang J, Torng PL, Liu TP, Chen KL, Shih TT. Proton MR spectroscopy in normal breasts between pre- and postmenopausal women: a preliminary study. AJR Am J Roentgenol. 2008;190:505–10.CrossRefPubMed
4.
go back to reference Mizukoshi W, Kozawa E, Inoue K, Saito N, Nishi N, Saeki T, Kimura F. (1)H MR spectroscopy with external reference solution at 1.5 T for differentiating malignant and benign breast lesions: comparison using qualitative and quantitative approaches. Eur Radiol. 2013;23:75–83.CrossRefPubMed Mizukoshi W, Kozawa E, Inoue K, Saito N, Nishi N, Saeki T, Kimura F. (1)H MR spectroscopy with external reference solution at 1.5 T for differentiating malignant and benign breast lesions: comparison using qualitative and quantitative approaches. Eur Radiol. 2013;23:75–83.CrossRefPubMed
5.
go back to reference Bolan PJ, Meisamy S, Baker EH, Lin J, Emory T, Nelson M, Everson LI, Yee D, Garwood M. In vivo quantification of choline compounds in the breast with 1H MR spectroscopy. Magn Reson Med. 2003;50:1134–43.CrossRefPubMed Bolan PJ, Meisamy S, Baker EH, Lin J, Emory T, Nelson M, Everson LI, Yee D, Garwood M. In vivo quantification of choline compounds in the breast with 1H MR spectroscopy. Magn Reson Med. 2003;50:1134–43.CrossRefPubMed
6.
go back to reference Vassiou K, Tsougos I, Kousi E, Vlychou M, Athanasiou E, Theodorou K, Arvanitis DL, Fezoulidis IV. Application value of 3T 1H-magnetic resonance spectroscopy in diagnosing breast tumors. Acta Radiol. 2013;54:380–8.CrossRefPubMed Vassiou K, Tsougos I, Kousi E, Vlychou M, Athanasiou E, Theodorou K, Arvanitis DL, Fezoulidis IV. Application value of 3T 1H-magnetic resonance spectroscopy in diagnosing breast tumors. Acta Radiol. 2013;54:380–8.CrossRefPubMed
7.
go back to reference Baek HM. Diagnostic value of breast proton magnetic resonance spectroscopy at 1.5T in different histopathological types. Sci World J. 2012;2012:508295.CrossRef Baek HM. Diagnostic value of breast proton magnetic resonance spectroscopy at 1.5T in different histopathological types. Sci World J. 2012;2012:508295.CrossRef
8.
go back to reference Bartella L, Morris EA, Dershaw DD, Liberman L, Thakur SB, Moskowitz C, Guido J, Huang W. Proton MR spectroscopy with choline peak as malignancy marker improves positive predictive value for breast cancer diagnosis: preliminary study. Radiology. 2006;239:686–92.CrossRefPubMed Bartella L, Morris EA, Dershaw DD, Liberman L, Thakur SB, Moskowitz C, Guido J, Huang W. Proton MR spectroscopy with choline peak as malignancy marker improves positive predictive value for breast cancer diagnosis: preliminary study. Radiology. 2006;239:686–92.CrossRefPubMed
9.
go back to reference Basara I, Orguc S, Coskun T. Single voxel in vivo proton magnetic resonance spectroscopy of breast lesions: experience in 77 cases. Diagn Interv Radiol. 2013;19:221–6.PubMed Basara I, Orguc S, Coskun T. Single voxel in vivo proton magnetic resonance spectroscopy of breast lesions: experience in 77 cases. Diagn Interv Radiol. 2013;19:221–6.PubMed
10.
go back to reference Huang W, Fisher PR, Dulaimy K, Tudorica LA, O’Hea B, Button TM. Detection of breast malignancy: diagnostic MR protocol for improved specificity. Radiology. 2004;232:585–91.CrossRefPubMed Huang W, Fisher PR, Dulaimy K, Tudorica LA, O’Hea B, Button TM. Detection of breast malignancy: diagnostic MR protocol for improved specificity. Radiology. 2004;232:585–91.CrossRefPubMed
11.
go back to reference Suppiah S, Rahmat K, Mohd-Shah MN, Azlan CA, Tan LK, Aziz YF, Vijayananthan A, Wui AL, Yip CH. Improved diagnostic accuracy in differentiating malignant and benign lesions using single-voxel proton MRS of the breast at 3 T MRI. Clin Radiol. 2013;68:e502–10.CrossRefPubMed Suppiah S, Rahmat K, Mohd-Shah MN, Azlan CA, Tan LK, Aziz YF, Vijayananthan A, Wui AL, Yip CH. Improved diagnostic accuracy in differentiating malignant and benign lesions using single-voxel proton MRS of the breast at 3 T MRI. Clin Radiol. 2013;68:e502–10.CrossRefPubMed
12.
go back to reference Tozaki M, Fukuma E. 1H MR spectroscopy and diffusion-weighted imaging of the breast: are they useful tools for characterizing breast lesions before biopsy? AJR Am J Roentgenol. 2009;193:840–9.CrossRefPubMed Tozaki M, Fukuma E. 1H MR spectroscopy and diffusion-weighted imaging of the breast: are they useful tools for characterizing breast lesions before biopsy? AJR Am J Roentgenol. 2009;193:840–9.CrossRefPubMed
13.
go back to reference Tse GM, Cheung HS, Pang LM, Chu WC, Law BK, Kung FY, Yeung DK. Characterization of lesions of the breast with proton MR spectroscopy: comparison of carcinomas, benign lesions, and phyllodes tumors. AJR Am J Roentgenol. 2003;181:1267–72.CrossRefPubMed Tse GM, Cheung HS, Pang LM, Chu WC, Law BK, Kung FY, Yeung DK. Characterization of lesions of the breast with proton MR spectroscopy: comparison of carcinomas, benign lesions, and phyllodes tumors. AJR Am J Roentgenol. 2003;181:1267–72.CrossRefPubMed
14.
go back to reference Jacobs MA, Barker PB, Argani P, Ouwerkerk R, Bhujwalla ZM, Bluemke DA. Combined dynamic contrast enhanced breast MR and proton spectroscopic imaging: a feasibility study. J Magn Reson Imaging. 2005;21:23–8.CrossRefPubMed Jacobs MA, Barker PB, Argani P, Ouwerkerk R, Bhujwalla ZM, Bluemke DA. Combined dynamic contrast enhanced breast MR and proton spectroscopic imaging: a feasibility study. J Magn Reson Imaging. 2005;21:23–8.CrossRefPubMed
15.
go back to reference Baek HM, Chen JH, Nalcioglu O, Su MY. Choline as a biomarker for cell proliferation: do the results from proton MR spectroscopy show difference between HER2/neu positive and negative breast cancers? Int J Cancer. 2008;123:1219–21.CrossRefPubMedCentralPubMed Baek HM, Chen JH, Nalcioglu O, Su MY. Choline as a biomarker for cell proliferation: do the results from proton MR spectroscopy show difference between HER2/neu positive and negative breast cancers? Int J Cancer. 2008;123:1219–21.CrossRefPubMedCentralPubMed
16.
go back to reference Jacobs MA, Barker PB, Bottomley PA, Bhujwalla Z, Bluemke DA. Proton magnetic resonance spectroscopic imaging of human breast cancer: a preliminary study. J Magn Reson Imaging. 2004;19:68–75.CrossRefPubMed Jacobs MA, Barker PB, Bottomley PA, Bhujwalla Z, Bluemke DA. Proton magnetic resonance spectroscopic imaging of human breast cancer: a preliminary study. J Magn Reson Imaging. 2004;19:68–75.CrossRefPubMed
17.
go back to reference Lu H, Liu PF, Bao RX, Sun F. Evaluation of spectral selected press sequence in breast lesion characterization. Chin Med Sci J. 2006;21:265–9.PubMed Lu H, Liu PF, Bao RX, Sun F. Evaluation of spectral selected press sequence in breast lesion characterization. Chin Med Sci J. 2006;21:265–9.PubMed
18.
go back to reference Baik HM, Su MY, Yu H, Mehta R, Nalcioglu O. Quantification of choline-containing compounds in malignant breast tumors by 1H MR spectroscopy using water as an internal reference at 1.5 T. Magma. 2006;19:96–104.CrossRefPubMed Baik HM, Su MY, Yu H, Mehta R, Nalcioglu O. Quantification of choline-containing compounds in malignant breast tumors by 1H MR spectroscopy using water as an internal reference at 1.5 T. Magma. 2006;19:96–104.CrossRefPubMed
19.
go back to reference Kwee SA, DeGrado TR, Talbot JN, Gutman F, Coel MN. Cancer imaging with fluorine-18-labeled choline derivatives. Semin Nucl Med. 2007;37:420–8.CrossRefPubMed Kwee SA, DeGrado TR, Talbot JN, Gutman F, Coel MN. Cancer imaging with fluorine-18-labeled choline derivatives. Semin Nucl Med. 2007;37:420–8.CrossRefPubMed
20.
go back to reference Xu L, Liu B, Huang Y, Liu X, Zhang SW, Xin XG, Zheng JZ. 3.0 T proton magnetic resonance spectroscopy of the liver: quantification of choline. World J Gastroenterol. 2013;19:1472–7.CrossRefPubMedCentralPubMed Xu L, Liu B, Huang Y, Liu X, Zhang SW, Xin XG, Zheng JZ. 3.0 T proton magnetic resonance spectroscopy of the liver: quantification of choline. World J Gastroenterol. 2013;19:1472–7.CrossRefPubMedCentralPubMed
21.
go back to reference Bakken IJ, Gribbestad IS, Singstad TE, Kvistad KA. External standard method for the in vivo quantification of choline-containing compounds in breast tumors by proton MR spectroscopy at 1.5 Tesla. Magn Reson Med. 2001;46:189–92.CrossRefPubMed Bakken IJ, Gribbestad IS, Singstad TE, Kvistad KA. External standard method for the in vivo quantification of choline-containing compounds in breast tumors by proton MR spectroscopy at 1.5 Tesla. Magn Reson Med. 2001;46:189–92.CrossRefPubMed
22.
go back to reference Xu L, Huang Y, Liu X, Liu B. Effects of contrast agent and outer volume saturation bands on water suppression and shimming of hepatic single-volume proton MR spectroscopy at 3.0T. Sci World J. 2012;2012:804698. Xu L, Huang Y, Liu X, Liu B. Effects of contrast agent and outer volume saturation bands on water suppression and shimming of hepatic single-volume proton MR spectroscopy at 3.0T. Sci World J. 2012;2012:804698.
23.
go back to reference Xu L, Liang CH, Huang B, Tan SH, Cen D, Cui YH, Xiao YQ. Effects of contrast agent on water suppression and shimming of kidney single-volume proton MR spectroscopy at 3.0T. Acad Radiol. 2010;17:1462–7.CrossRefPubMed Xu L, Liang CH, Huang B, Tan SH, Cen D, Cui YH, Xiao YQ. Effects of contrast agent on water suppression and shimming of kidney single-volume proton MR spectroscopy at 3.0T. Acad Radiol. 2010;17:1462–7.CrossRefPubMed
24.
go back to reference Bolan PJ. Magnetic resonance spectroscopy of the breast: current status. Magn Reson Imaging Clin N Am. 2013;21:625–39.CrossRefPubMed Bolan PJ. Magnetic resonance spectroscopy of the breast: current status. Magn Reson Imaging Clin N Am. 2013;21:625–39.CrossRefPubMed
25.
go back to reference Tan J, Xu L, Yao W, Wan Y, Zhou S, Xin SX. In vivo post-contrast 1H-MRS evaluation of malignant and benign breast lesions: a meta-analysis. Tumour Biol. 2015;36(1):345–52.CrossRefPubMed Tan J, Xu L, Yao W, Wan Y, Zhou S, Xin SX. In vivo post-contrast 1H-MRS evaluation of malignant and benign breast lesions: a meta-analysis. Tumour Biol. 2015;36(1):345–52.CrossRefPubMed
26.
go back to reference Wei C, Tan J, Xu L, Juan L, Zhang SW, Wang L, Wang Q. Differential diagnosis between hepatic metastases and benign focal lesions using DWI with parallel acquisition technique: a meta-analysis. Tumour Biol. 2015;36(2):983–90.CrossRefPubMed Wei C, Tan J, Xu L, Juan L, Zhang SW, Wang L, Wang Q. Differential diagnosis between hepatic metastases and benign focal lesions using DWI with parallel acquisition technique: a meta-analysis. Tumour Biol. 2015;36(2):983–90.CrossRefPubMed
27.
go back to reference Baltzer PA, Dietzel M. Breast lesions: diagnosis by using proton MR spectroscopy at 1.5 and 3.0 T–systematic review and meta-analysis. Radiology. 2013;267:735–46.CrossRefPubMed Baltzer PA, Dietzel M. Breast lesions: diagnosis by using proton MR spectroscopy at 1.5 and 3.0 T–systematic review and meta-analysis. Radiology. 2013;267:735–46.CrossRefPubMed
29.
go back to reference Ho KM. Forest and funnel plots illustrated the calibration of a prognostic model: a descriptive study. J Clin Epidemiol. 2007;60:746–51.CrossRefPubMed Ho KM. Forest and funnel plots illustrated the calibration of a prognostic model: a descriptive study. J Clin Epidemiol. 2007;60:746–51.CrossRefPubMed
30.
go back to reference Souza JP, Pileggi C, Cecatti JG. Assessment of funnel plot asymmetry and publication bias in reproductive health meta-analyses: an analytic survey. Reprod Health. 2007;4:3.CrossRefPubMedCentralPubMed Souza JP, Pileggi C, Cecatti JG. Assessment of funnel plot asymmetry and publication bias in reproductive health meta-analyses: an analytic survey. Reprod Health. 2007;4:3.CrossRefPubMedCentralPubMed
31.
go back to reference Yeh J, D’Amico F. Forest plots: data summaries at a glance. J Fam Pract. 2004;53:1007.PubMed Yeh J, D’Amico F. Forest plots: data summaries at a glance. J Fam Pract. 2004;53:1007.PubMed
32.
go back to reference Cen D, Xu L. Differential diagnosis between malignant and benign breast lesions using single-voxel proton MRS: a meta-analysis. J Cancer Res Clin Oncol. 2014;140:993–1001.CrossRefPubMed Cen D, Xu L. Differential diagnosis between malignant and benign breast lesions using single-voxel proton MRS: a meta-analysis. J Cancer Res Clin Oncol. 2014;140:993–1001.CrossRefPubMed
33.
go back to reference Baltzer PA, Dietzel M, Kaiser WA. MR-spectroscopy at 1.5 tesla and 3 tesla. Useful? A systematic review and meta-analysis. Eur J Radiol. 2012;81(Suppl 1):S6–9.CrossRefPubMed Baltzer PA, Dietzel M, Kaiser WA. MR-spectroscopy at 1.5 tesla and 3 tesla. Useful? A systematic review and meta-analysis. Eur J Radiol. 2012;81(Suppl 1):S6–9.CrossRefPubMed
Metadata
Title
1H-MRS evaluation of breast lesions by using total choline signal-to-noise ratio as an indicator of malignancy: a meta-analysis
Authors
Xin Wang
Xiang Jiang Wang
Hui Sheng Song
Long Hua Chen
Publication date
01-05-2015
Publisher
Springer US
Published in
Medical Oncology / Issue 5/2015
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-015-0603-1

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