Skip to main content

Advertisement

Log in

Elastographic features of triple negative breast cancers

  • Breast
  • Published:
European Radiology Aims and scope Submit manuscript

Abstract

Objectives

To evaluate shear-wave elastographic (SWE) features of triple negative breast cancers (TNBC) and determine useful discriminators from other types of invasive breast cancers.

Methods

SWE features of 26 TNBC were reviewed and compared to 32 non-TNBC. Qualitative SWE features of lesion colour appearance, shape and homogeneity were analysed. Quantitative features were measured: mean (El mean), maximum (El max) and minimum (El min) elasticity value of the stiffest portion of the mass, mean elasticity of the surrounding tissue (El mean surr) and lesion to fat elasticity ratio (E ratio).

Results

TNBC are more often regularly shaped (57.7 % vs. 6.2 %), while non-TNBC are more commonly red (93.7 % vs 42.3 %) and heterogeneous (68.7 % vs 42.3 %). The stiffness of TNBC is significantly lower compared to non-TNBC. The two groups could be distinguished on the basis of El max (p = 0.001), El mean (p = 0.001), El min (p = 0.001) and E ratio (p = 0.0017). Lesion to fat elasticity ratio in TNBC group was statistically significantly lower than in the non-TNBC control group (p = 0.009).

Conclusions

TNBC often demonstrate benign morphological features, are softer on SWE and have a lower lesion to fat stiffness ratio compared to the other, more common types of invasive breast cancers.

Key Points

TNBC often demonstrate benign morphological features on SWE.

TNBC present on elastography mostly as red, regularly shaped, heterogeneous lesions.

TNBC are less stiff compared to other invasive breast cancers.

TNBC have lower lesion to fat stiffness ratio than other breast cancers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Abbreviations

AUC:

Area under curve

BBC:

Basal-like breast cancer

CI:

Confidence interval

El mean:

Mean elasticity value

El max:

Maximum elasticity value

El min:

Minimum elasticity value

El mean surr:

Mean elasticity value of surrounding tissue

E ratio:

Lesion to fat elasticity ratio

ER:

Oestrogen receptor

HR+:

Hormone receptor positive

HR−:

Hormone receptor negative

HER2:

Human epidermal growth factor receptor 2

kPa:

Kilopascals

MRI:

Magnetic resonance imaging

PR:

Progesterone receptor

SWE:

Shear-wave elastography

ROC:

Receiver operating characteristic

TNBC:

Triple negative breast cancers

TN:

Triple negative

References

  1. Reis-Filho JS, Tutt ANJ (2008) Triple negative tumors: a critical review. Histopathology 52:108–118

    Article  CAS  PubMed  Google Scholar 

  2. Sorlie T, Perou CM, Tibshirani R et al (2001) Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci U S A 98:10869–10874

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Weigelt B, Horlings HM, Kreike B et al (2008) Refinement of breast cancer classification by molecular characterization of histological special types. J Pathol 216:141–150

    Article  CAS  PubMed  Google Scholar 

  4. Tavassoli FA, Devilee P (2003) World Health Organisation classification of tumors. Pathology and genetics of tumors of the breast and female genital organs. IARC, Lyon

    Google Scholar 

  5. Page DL (2003) Special types of invasive breast cancer, with clinical implications. Am J Surg Pathol 27:832–835

    Article  PubMed  Google Scholar 

  6. Morris SR, Carey LA (2007) Gene expression profiling in breast cancer. Curr Opin Oncol 19:547–551

    Article  CAS  PubMed  Google Scholar 

  7. Dogan BE, Turnbull LW (2012) Imaging of triple-negative breast cancer. Ann Oncol 23:23–29

    Article  Google Scholar 

  8. 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

    Article  PubMed  Google Scholar 

  9. Uematsu T, Kasami M, Yuen S (2009) Triple-negative breast cancer: correlation between MR imaging and pathologic findings. Radiology 250:638–647

    Article  PubMed  Google Scholar 

  10. Ko ES et al (2010) Triple-negative breast cancer: correlation between imaging and pathological findings. Eur Radiol 20:1111–1117

    Article  PubMed  Google Scholar 

  11. Kojima Y et al (2011) Radiographic features for triple negative ductal carcinoma in situ of the breast. Breast Cancer 18:213–220

    Article  PubMed  Google Scholar 

  12. Kojima Y, Tsunoda H (2011) Mammography and ultrasound features of triple-negative breast cancer. Breast Cancer 18:146–151

    Article  PubMed  Google Scholar 

  13. 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 brest cancer subtypes. Eur Radiol 22:1724–1734

    Article  PubMed  Google Scholar 

  14. Choi YJ, Seong MH, Choi SH et al (2011) Ultrasound and clinicopathological characteristics of triple receptor-negative breast cancers. J Breast Cancer 14:119–123

    Article  PubMed  PubMed Central  Google Scholar 

  15. Wen SY et al (2012) Mammographic and pathological features of triple-negative breast cancer. Zhongzhua Zhong Liu Za Zhi 34:291–295

    Google Scholar 

  16. Boisserie-Lacroix M et al (2012) Radiological features of triple-negative breast cancers (73 cases). Diagn Interv Imaging 93:183–190

    Article  CAS  PubMed  Google Scholar 

  17. Krizmanich-Conniff KM et al (2012) Triple receptor-negative breast cancer: imaging and clinical characteristics. AJR Am J Roentgenol 199:458–464

    Article  PubMed  PubMed Central  Google Scholar 

  18. Yang et al (2008) Mammographic features of triple receptor-negative primary breast cancers in young premenopausal women. Breast Cancer Res Treat 111:405–410

    Article  PubMed  Google Scholar 

  19. Wojcinski S et al (2012) Sonographic features of triple-negative and non-triple-negative breast cancer. J Ultrasound Med 31:1531–1541

    PubMed  Google Scholar 

  20. Athanasiou A et al (2010) Breast lesions: quantitative elastography with supersonic shear imaging—preliminary results 1. Radiology 256:297–303

    Article  PubMed  Google Scholar 

  21. Cosgrove D, Berg WA, Doré CJ, Gay J, Henry JP, Cohen-Bacrie C (2012) Shear wave elastography for breast masses is highly reproducible. Eur Radiol 22:1023–1032

    Article  PubMed  PubMed Central  Google Scholar 

  22. Berg WA et al (2012) Shear-wave elastography improves the specificity of breast US: the BE1 multinational study of 939 masses. Radiology 262:435–439

    Article  PubMed  Google Scholar 

  23. Chang JM, Park IA, Lee SH et al (2013) Stiffness of tumours measured by shear-wave elastography correlated with subtypes of breast cancer. Eur Radiol 23:2450–2458

    Article  PubMed  Google Scholar 

  24. Youk JH, Gweon HM, Son EJ, Kim JA, Jeong J (2013) Shear-wave elastography of invasive breast cancer: correlation between quantitative mean elasticity value and immunohistochemical profile. Breast Cancer Res Treat 138:119–126

    Article  CAS  PubMed  Google Scholar 

  25. Evans A et al (2012) Invasive breast cancer: relationship between shear-wave elastographic findings and histologic prognostic factors. Radiology 263:673–677

    Article  PubMed  Google Scholar 

  26. Brkljacic B, Ivanac G (2014) Ultrasonography of the breast. Ultrasound Clin 9:391–427

    Article  Google Scholar 

  27. Evans A, Whelehan P, Thomson K et al (2010) Quantitative shear wave ultrasound elastography: initial experience in solid breast masses. Breast Cancer Res 12:104

    Article  Google Scholar 

  28. Youk JH, Gweon HM, Son EJ, Han KH, Kim JA (2013) Diagnostic value of commercially available shear-wave elastography for breast cancers: integration into BI-RADS classification with subcategories of category 4. Eur Radiol 23:2695–2704

    Article  PubMed  Google Scholar 

  29. Lee EJ, Jung HK, Ko KH, Lee JT, Yoon JH (2013) Diagnostic performances of shear wave elastography: which parameter to use in differential diagnosis of solid breast masses? Eur Radiol 23:1803–1811

    Article  PubMed  Google Scholar 

  30. Chamming's F et al (2013) Shear wave elastography of tumor growth in a human breast cancer model with pathological correlation. Eur Radiol 23:2079–2086

    Article  PubMed  Google Scholar 

  31. Mori M, Tsunoda H, Kawauchi N et al (2012) Elastographic evaluation of mucinous carcinoma of the breast. Breast Cancer 19:60–63

    Article  PubMed  Google Scholar 

  32. Plodinec M, Loparic M, Monnier CA et al (2012) The nanomechanical signature of breast cancer. Nat Nanotechnol 7:757–765

    Article  CAS  PubMed  Google Scholar 

  33. Chang JM, Won JK, Lee KB, Park IA, Yi A, Moon WK (2013) Comparison of shear-wave and strain ultrasound elastography in the differentiation of benign and malignant breast lesions. AJR Am J Roentgenol 201:W347–W356

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The scientific guarantor of this publication is Boris Brkljacic. The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article. The authors state that this work has not received any funding. One of the authors has significant statistical expertise. Institutional review board approval was obtained. Written informed consent was waived by the institutional review board. Some study subjects have been previously reported and were presented as a poster at ECR 2014. Methodology: retrospective, cross-sectional study, performed at one institution.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Martina Džoić Dominković.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Džoić Dominković, M., Ivanac, G., Kelava, T. et al. Elastographic features of triple negative breast cancers. Eur Radiol 26, 1090–1097 (2016). https://doi.org/10.1007/s00330-015-3925-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00330-015-3925-7

Keywords

Navigation