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Published in: Breast Cancer Research and Treatment 1/2013

01-02-2013 | Clinical Trial

Shear-wave elastography of invasive breast cancer: correlation between quantitative mean elasticity value and immunohistochemical profile

Authors: Ji Hyun Youk, Hye Mi Gweon, Eun Ju Son, Jeong-Ah Kim, Joon Jeong

Published in: Breast Cancer Research and Treatment | Issue 1/2013

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Abstract

To compare the mean elasticity value, as measured by shear-wave elastography (SWE), with immunohistochemical profile of invasive breast cancer. This was an institutional review board-approved retrospective study, with a waiver of informed consent. A total of 166 invasive breast cancers in 152 women undergoing preoperative SWE and surgery were included. Quantitative mean elasticity values in kPa were measured for each lesion by using SWE. Medical records were reviewed to determine palpability, invasive size, lymphovascular invasion, histologic grade, and axillary lymph node status. Based on the immunohistochemical profiles, tumor subtypes were categorized as triple-negative (TN), luminal A and B, or human epidermal growth factor receptor 2-enriched cancer. The mean elasticity value was correlated with clinicopathological features using univariate regression models and multivariate linear regression analysis. Palpability (P < 0.0001), larger size (P = 0.013), lymphovascular invasion (P < 0.0001), higher histologic grade (P < 0.0001), and lymph node involvement (P = 0.018) were significantly associated with the mean elasticity value. For the immunohistochemical profiles and tumor subtypes, the estrogen receptor (P = 0.015), progesterone receptor (P = 0.002), Ki-67 (P = 0.009), and the TN (P = 0.009) tumor subtype were correlated with the mean elasticity value. Multivariate logistic regression analysis showed that the following variables were significantly associated with the mean elasticity value: palpable abnormality, histologic grade, and lymphovascular invasion. No immunohistochemical profile of the cancers was independently correlated with the mean elasticity value. For invasive breast cancers, clinicopathological features of poor prognosis showed higher mean elasticity values than those of good prognosis. However, the immunohistochemical profile showed no independent association with the mean elasticity value.
Literature
1.
go back to reference Weigelt B, Reis-Filho JS (2010) Molecular profiling currently offers no more than tumour morphology and basic immunohistochemistry. Breast Cancer Res 12(Suppl 4):S5. doi:10.1186/bcr2734 PubMedCrossRef Weigelt B, Reis-Filho JS (2010) Molecular profiling currently offers no more than tumour morphology and basic immunohistochemistry. Breast Cancer Res 12(Suppl 4):S5. doi:10.​1186/​bcr2734 PubMedCrossRef
2.
go back to reference Sorlie T, Tibshirani R, Parker J, Hastie T, Marron JS, Nobel A, Deng S, Johnsen H, Pesich R, Geisler S, Demeter J, Perou CM, Lonning PE, Brown PO, Borresen-Dale AL, Botstein D (2003) Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 100:8418–8423. doi:10.1073/pnas.0932692100 PubMedCrossRef Sorlie T, Tibshirani R, Parker J, Hastie T, Marron JS, Nobel A, Deng S, Johnsen H, Pesich R, Geisler S, Demeter J, Perou CM, Lonning PE, Brown PO, Borresen-Dale AL, Botstein D (2003) Repeated observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 100:8418–8423. doi:10.​1073/​pnas.​0932692100 PubMedCrossRef
5.
go back to reference Hugh J, Hanson J, Cheang MC, Nielsen TO, Perou CM, Dumontet C, Reed J, Krajewska M, Treilleux I, Rupin M, Magherini E, Mackey J, Martin M, Vogel C (2009) Breast cancer subtypes and response to docetaxel in node-positive breast cancer: use of an immunohistochemical definition in the BCIRG 001 trial. J Clin Oncol 27:1168–1176. doi:10.1200/JCO.2008.18.1024 PubMedCrossRef Hugh J, Hanson J, Cheang MC, Nielsen TO, Perou CM, Dumontet C, Reed J, Krajewska M, Treilleux I, Rupin M, Magherini E, Mackey J, Martin M, Vogel C (2009) Breast cancer subtypes and response to docetaxel in node-positive breast cancer: use of an immunohistochemical definition in the BCIRG 001 trial. J Clin Oncol 27:1168–1176. doi:10.​1200/​JCO.​2008.​18.​1024 PubMedCrossRef
6.
7.
go back to reference Cheang MC, Chia SK, Voduc D, Gao D, Leung S, Snider J, Watson M, Davies S, Bernard PS, Parker JS, Perou CM, Ellis MJ, Nielsen TO (2009) Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer. J Natl Cancer Inst 101:736–750. doi:10.1093/jnci/djp082 PubMedCrossRef Cheang MC, Chia SK, Voduc D, Gao D, Leung S, Snider J, Watson M, Davies S, Bernard PS, Parker JS, Perou CM, Ellis MJ, Nielsen TO (2009) Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer. J Natl Cancer Inst 101:736–750. doi:10.​1093/​jnci/​djp082 PubMedCrossRef
8.
9.
go back to reference Kim SH, Seo BK, Lee J, Kim SJ, Cho KR, Lee KY, Je BK, Kim HY, Kim YS, Lee JH (2008) Correlation of ultrasound findings with histology, tumor grade, and biological markers in breast cancer. Acta Oncol 47:1531–1538. doi:10.1080/02841860801971413 PubMedCrossRef Kim SH, Seo BK, Lee J, Kim SJ, Cho KR, Lee KY, Je BK, Kim HY, Kim YS, Lee JH (2008) Correlation of ultrasound findings with histology, tumor grade, and biological markers in breast cancer. Acta Oncol 47:1531–1538. doi:10.​1080/​0284186080197141​3 PubMedCrossRef
10.
go back to reference Wang Y, Ikeda DM, Narasimhan B, Longacre TA, Bleicher RJ, Pal S, Jackman RJ, Jeffrey SS (2008) Estrogen receptor-negative invasive breast cancer: imaging features of tumors with and without human epidermal growth factor receptor type 2 overexpression. Radiology 246:367–375. doi:10.1148/radiol.2462070169 PubMedCrossRef Wang Y, Ikeda DM, Narasimhan B, Longacre TA, Bleicher RJ, Pal S, Jackman RJ, Jeffrey SS (2008) Estrogen receptor-negative invasive breast cancer: imaging features of tumors with and without human epidermal growth factor receptor type 2 overexpression. Radiology 246:367–375. doi:10.​1148/​radiol.​2462070169 PubMedCrossRef
11.
13.
go back to reference Dogan BE, Gonzalez-Angulo AM, Gilcrease M, Dryden MJ, Yang WT (2010) Multimodality imaging of triple receptor-negative tumors with mammography, ultrasound, and MRI. AJR Am J Roentgenol 194:1160–1166. doi:10.2214/AJR.09.2355 PubMedCrossRef Dogan BE, Gonzalez-Angulo AM, Gilcrease M, Dryden MJ, Yang WT (2010) Multimodality imaging of triple receptor-negative tumors with mammography, ultrasound, and MRI. AJR Am J Roentgenol 194:1160–1166. doi:10.​2214/​AJR.​09.​2355 PubMedCrossRef
15.
go back to reference Shin HJ, Kim HH, Huh MO, Kim MJ, Yi A, Kim H, Son BH, Ahn SH (2011) Correlation between mammographic and sonographic findings and prognostic factors in patients with node-negative invasive breast cancer. Br J Radiol 84:19–30. doi:10.1259/bjr/92960562 PubMedCrossRef Shin HJ, Kim HH, Huh MO, Kim MJ, Yi A, Kim H, Son BH, Ahn SH (2011) Correlation between mammographic and sonographic findings and prognostic factors in patients with node-negative invasive breast cancer. Br J Radiol 84:19–30. doi:10.​1259/​bjr/​92960562 PubMedCrossRef
16.
17.
go back to reference Athanasiou A, Tardivon A, Tanter M, Sigal-Zafrani B, Bercoff J, Deffieux T, Gennisson JL, Fink M, Neuenschwander S (2010) Breast lesions: quantitative elastography with supersonic shear imaging–preliminary results. Radiology 256:297–303. doi:10.1148/radiol.10090385 PubMedCrossRef Athanasiou A, Tardivon A, Tanter M, Sigal-Zafrani B, Bercoff J, Deffieux T, Gennisson JL, Fink M, Neuenschwander S (2010) Breast lesions: quantitative elastography with supersonic shear imaging–preliminary results. Radiology 256:297–303. doi:10.​1148/​radiol.​10090385 PubMedCrossRef
18.
go back to reference Allred DC, Harvey JM, Berardo M, Clark GM (1998) Prognostic and predictive factors in breast cancer by immunohistochemical analysis. Mod Pathol 11:155–168PubMed Allred DC, Harvey JM, Berardo M, Clark GM (1998) Prognostic and predictive factors in breast cancer by immunohistochemical analysis. Mod Pathol 11:155–168PubMed
19.
go back to reference Moeder CB, Giltnane JM, Harigopal M, Molinaro A, Robinson A, Gelmon K, Huntsman D, Camp RL, Rimm DL, American Society of Clinical Oncology, College of American Pathologists (2007) Quantitative justification of the change from 10% to 30% for human epidermal growth factor receptor 2 scoring in the American Society of Clinical Oncology/College of American Pathologists guidelines: tumor heterogeneity in breast cancer and its implications for tissue microarray based assessment of outcome. J Clin Oncol 25:5418–5425. doi:10.1200/JCO.2007.12.8033 PubMedCrossRef Moeder CB, Giltnane JM, Harigopal M, Molinaro A, Robinson A, Gelmon K, Huntsman D, Camp RL, Rimm DL, American Society of Clinical Oncology, College of American Pathologists (2007) Quantitative justification of the change from 10% to 30% for human epidermal growth factor receptor 2 scoring in the American Society of Clinical Oncology/College of American Pathologists guidelines: tumor heterogeneity in breast cancer and its implications for tissue microarray based assessment of outcome. J Clin Oncol 25:5418–5425. doi:10.​1200/​JCO.​2007.​12.​8033 PubMedCrossRef
20.
go back to reference Evans A, Whelehan P, Thomson K, McLean D, Brauer K, Purdie C, Jordan L, Baker L, Thompson A (2010) Quantitative shear wave ultrasound elastography: initial experience in solid breast masses. Breast Cancer Res 12:R104. doi:10.1186/bcr2787 PubMedCrossRef Evans A, Whelehan P, Thomson K, McLean D, Brauer K, Purdie C, Jordan L, Baker L, Thompson A (2010) Quantitative shear wave ultrasound elastography: initial experience in solid breast masses. Breast Cancer Res 12:R104. doi:10.​1186/​bcr2787 PubMedCrossRef
22.
go back to reference Chang JM, Moon WK, Cho N, Yi A, Koo HR, Han W, Noh DY, Moon HG, Kim SJ (2011) Clinical application of shear wave elastography (SWE) in the diagnosis of benign and malignant breast diseases. Breast Cancer Res Treat 129:89–97. doi:10.1007/s10549-011-1627-7 PubMedCrossRef Chang JM, Moon WK, Cho N, Yi A, Koo HR, Han W, Noh DY, Moon HG, Kim SJ (2011) Clinical application of shear wave elastography (SWE) in the diagnosis of benign and malignant breast diseases. Breast Cancer Res Treat 129:89–97. doi:10.​1007/​s10549-011-1627-7 PubMedCrossRef
23.
go back to reference Berg WA, Cosgrove DO, Dore CJ, Schafer FK, Svensson WE, Hooley RJ, Ohlinger R, Mendelson EB, Balu-Maestro C, Locatelli M, Tourasse C, Cavanaugh BC, Juhan V, Stavros AT, Tardivon A, Gay J, Henry JP, Cohen-Bacrie C, Investigators BE (2012) Shear-wave elastography improves the specificity of breast US: the BE1 multinational study of 939 masses. Radiology 262:435–449. doi:10.1148/radiol.11110640 PubMedCrossRef Berg WA, Cosgrove DO, Dore CJ, Schafer FK, Svensson WE, Hooley RJ, Ohlinger R, Mendelson EB, Balu-Maestro C, Locatelli M, Tourasse C, Cavanaugh BC, Juhan V, Stavros AT, Tardivon A, Gay J, Henry JP, Cohen-Bacrie C, Investigators BE (2012) Shear-wave elastography improves the specificity of breast US: the BE1 multinational study of 939 masses. Radiology 262:435–449. doi:10.​1148/​radiol.​11110640 PubMedCrossRef
24.
go back to reference Evans A, Whelehan P, Thomson K, Brauer K, Jordan L, Purdie C, McLean D, Baker L, Vinnicombe S, Thompson A (2012) Differentiating benign from malignant solid breast masses: value of shear wave elastography according to lesion stiffness combined with greyscale ultrasound according to BI-RADS classification. Br J Cancer 107:224–229. doi:10.1038/bjc.2012.253 PubMedCrossRef Evans A, Whelehan P, Thomson K, Brauer K, Jordan L, Purdie C, McLean D, Baker L, Vinnicombe S, Thompson A (2012) Differentiating benign from malignant solid breast masses: value of shear wave elastography according to lesion stiffness combined with greyscale ultrasound according to BI-RADS classification. Br J Cancer 107:224–229. doi:10.​1038/​bjc.​2012.​253 PubMedCrossRef
26.
go back to reference Evans A, Whelehan P, Thomson K, McLean D, Brauer K, Purdie C, Baker L, Jordan L, Rauchhaus P, Thompson A (2012) Invasive breast cancer: relationship between shear-wave elastographic findings and histologic prognostic factors. Radiology 263:673–677. doi:10.1148/radiol.12111317 PubMedCrossRef Evans A, Whelehan P, Thomson K, McLean D, Brauer K, Purdie C, Baker L, Jordan L, Rauchhaus P, Thompson A (2012) Invasive breast cancer: relationship between shear-wave elastographic findings and histologic prognostic factors. Radiology 263:673–677. doi:10.​1148/​radiol.​12111317 PubMedCrossRef
27.
go back to reference Harris JR, Lippman ME, Morrow M, Osborne CK (2010) Disease of the breast. Lippincott Williams & Wilkins, Philadelphia Harris JR, Lippman ME, Morrow M, Osborne CK (2010) Disease of the breast. Lippincott Williams & Wilkins, Philadelphia
28.
go back to reference Jeh SK, Kim SH, Kim HS, Kang BJ, Jeong SH, Yim HW, Song BJ (2011) Correlation of the apparent diffusion coefficient value and dynamic magnetic resonance imaging findings with prognostic factors in invasive ductal carcinoma. J Magn Reson Imaging 33:102–109. doi:10.1002/jmri.22400 PubMedCrossRef Jeh SK, Kim SH, Kim HS, Kang BJ, Jeong SH, Yim HW, Song BJ (2011) Correlation of the apparent diffusion coefficient value and dynamic magnetic resonance imaging findings with prognostic factors in invasive ductal carcinoma. J Magn Reson Imaging 33:102–109. doi:10.​1002/​jmri.​22400 PubMedCrossRef
29.
go back to reference Krizmanich-Conniff KM, Paramagul C, Patterson SK, Helvie MA, Roubidoux MA, Myles JD, Jiang K, Sabel M (2012) Triple receptor-negative breast cancer: imaging and clinical characteristics. AJR Am J Roentgenol 199:458–464. doi:10.2214/AJR.10.6096 PubMedCrossRef Krizmanich-Conniff KM, Paramagul C, Patterson SK, Helvie MA, Roubidoux MA, Myles JD, Jiang K, Sabel M (2012) Triple receptor-negative breast cancer: imaging and clinical characteristics. AJR Am J Roentgenol 199:458–464. doi:10.​2214/​AJR.​10.​6096 PubMedCrossRef
32.
go back to reference Youk JH, Son EJ, Chung J, Kim JA, Kim EK (2012) Triple-negative invasive breast cancer on dynamic contrast-enhanced and diffusion-weighted MR imaging: comparison with other breast cancer subtypes. Eur Radiol 22:1724–1734. doi:10.1007/s00330-012-2425-2 PubMedCrossRef Youk JH, Son EJ, Chung J, Kim JA, Kim EK (2012) Triple-negative invasive breast cancer on dynamic contrast-enhanced and diffusion-weighted MR imaging: comparison with other breast cancer subtypes. Eur Radiol 22:1724–1734. doi:10.​1007/​s00330-012-2425-2 PubMedCrossRef
33.
go back to reference Chen ST, Lai HW, Tseng HS, Chen LS, Kuo SJ, Chen DR (2011) Correlation of histologic grade with other clinicopathological parameters, intrinsic subtype, and patients’ clinical outcome in Taiwanese women. Jpn J Clin Oncol 41:1327–1335. doi:10.1093/jjco/hyr157 PubMedCrossRef Chen ST, Lai HW, Tseng HS, Chen LS, Kuo SJ, Chen DR (2011) Correlation of histologic grade with other clinicopathological parameters, intrinsic subtype, and patients’ clinical outcome in Taiwanese women. Jpn J Clin Oncol 41:1327–1335. doi:10.​1093/​jjco/​hyr157 PubMedCrossRef
34.
go back to reference Rakha EA, Martin S, Lee AH, Morgan D, Pharoah PD, Hodi Z, Macmillan D, Ellis IO (2012) The prognostic significance of lymphovascular invasion in invasive breast carcinoma. Cancer 118:3670–3680. doi:10.1002/cncr.26711 PubMedCrossRef Rakha EA, Martin S, Lee AH, Morgan D, Pharoah PD, Hodi Z, Macmillan D, Ellis IO (2012) The prognostic significance of lymphovascular invasion in invasive breast carcinoma. Cancer 118:3670–3680. doi:10.​1002/​cncr.​26711 PubMedCrossRef
35.
go back to reference Gajdos C, Tartter PI, Bleiweiss IJ, Hermann G, de Csepel J, Estabrook A, Rademaker AW (2002) Mammographic appearance of nonpalpable breast cancer reflects pathologic characteristics. Ann Surg 235:246–251PubMedCrossRef Gajdos C, Tartter PI, Bleiweiss IJ, Hermann G, de Csepel J, Estabrook A, Rademaker AW (2002) Mammographic appearance of nonpalpable breast cancer reflects pathologic characteristics. Ann Surg 235:246–251PubMedCrossRef
36.
go back to reference Lamb PM, Perry NM, Vinnicombe SJ, Wells CA (2000) Correlation between ultrasound characteristics, mammographic findings and histological grade in patients with invasive ductal carcinoma of the breast. Clin Radiol 55:40–44. doi:10.1053/crad.1999.0333 PubMedCrossRef Lamb PM, Perry NM, Vinnicombe SJ, Wells CA (2000) Correlation between ultrasound characteristics, mammographic findings and histological grade in patients with invasive ductal carcinoma of the breast. Clin Radiol 55:40–44. doi:10.​1053/​crad.​1999.​0333 PubMedCrossRef
37.
go back to reference Watermann DO, Tempfer CB, Hefler LA, Parat C, Stickeler E (2005) Ultrasound criteria for ductal invasive breast cancer are modified by age, tumor size, and axillary lymph node status. Breast Cancer Res Treat 89:127–133. doi:10.1007/s10549-004-1478-6 PubMedCrossRef Watermann DO, Tempfer CB, Hefler LA, Parat C, Stickeler E (2005) Ultrasound criteria for ductal invasive breast cancer are modified by age, tumor size, and axillary lymph node status. Breast Cancer Res Treat 89:127–133. doi:10.​1007/​s10549-004-1478-6 PubMedCrossRef
38.
go back to reference Martincich L, Deantoni V, Bertotto I, Redana S, Kubatzki F, Sarotto I, Rossi V, Liotti M, Ponzone R, Aglietta M, Regge D, Montemurro F (2012) Correlations between diffusion-weighted imaging and breast cancer biomarkers. Eur Radiol 22:1519–1528. doi:10.1007/s00330-012-2403-8 PubMedCrossRef Martincich L, Deantoni V, Bertotto I, Redana S, Kubatzki F, Sarotto I, Rossi V, Liotti M, Ponzone R, Aglietta M, Regge D, Montemurro F (2012) Correlations between diffusion-weighted imaging and breast cancer biomarkers. Eur Radiol 22:1519–1528. doi:10.​1007/​s00330-012-2403-8 PubMedCrossRef
Metadata
Title
Shear-wave elastography of invasive breast cancer: correlation between quantitative mean elasticity value and immunohistochemical profile
Authors
Ji Hyun Youk
Hye Mi Gweon
Eun Ju Son
Jeong-Ah Kim
Joon Jeong
Publication date
01-02-2013
Publisher
Springer US
Published in
Breast Cancer Research and Treatment / Issue 1/2013
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-013-2407-3

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