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Erschienen in: European Radiology 5/2020

03.01.2020 | Breast

Cone-beam breast CT features associated with HER2/neu overexpression in patients with primary breast cancer

verfasst von: Yueqiang Zhu, Yuwei Zhang, Yue Ma, Haijie Li, Aidi Liu, Peng Han, Lu Yin, Nan Lv, Zhijun Li, Hong Lu, Peifang Liu, Zhaoxiang Ye

Erschienen in: European Radiology | Ausgabe 5/2020

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Abstract

Objectives

To identify the relationship between human epidermal growth factor receptor 2 (HER2) status and cone-beam breast CT (CBBCT) characteristics in surgically resected breast cancer.

Methods

Preoperative CBBCT of patients with BI-RADS 4 or 5 lesions identified on mammography or ultrasound and dense or very dense breast tissue were retrospectively evaluated in 181 surgically resected breast cancer (triple-negative excluded) between May 2012 and November 2014. A set of CBBCT descriptors was semiquantitatively assessed by consensus double reading. Reader reproducibility was analyzed. Multivariable logistic regression analysis using backward elimination (BEA) with the Wald criterion was performed to identify independent predictive factors of harboring HER2/neu. Principle component analysis (PCA) was used to determine characteristics that might differentiate HER2 status. Receiver operating characteristic (ROC) curve analyses were conducted to determine the predictive capability.

Results

HER2 positive was found in 101 (55.8%) of 181 patients. Inter-observer agreement was high for characteristics’ assessment. Based on BEA, pathologic grade, maximum dimension, lobulation, ΔCT, and calcification morphology were confirmed as independent predictive factors of HER2/neu overexpression. PCA showed that calcification- and border-related characteristics were the most important for differentiation. ROC curve analyses showed that CBBCT features (AUC = 0.853) were superior to clinicopathologic features (AUC = 0.613, p < 0.001) and comparable with combination (AUC = 0.856, p = 0.866).

Conclusions

CBBCT features could be used to prognosticate HER2 status independently, which are potentially complementary to histopathologic result and helpful in guiding biopsy.

Key Points

• Dmax, lobulation, ΔCT, and calcification morphology are independent predictors of HER2 status.
• CBBCT features are superior to clinicopathologic features in HER2+/− discrimination.
• CBBCT features are comparable with combination with clinicopathologic features in HER2+/− discrimination.
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Literatur
1.
2.
Zurück zum Zitat Leung HWC, Leung JH, Chan ALF (2018) Efficacy and safety of a combination of HER2-targeted agents as first-line treatment for metastatic HER2-positive breast cancer: a network meta-analysis. Expert Opin Drug Saf 17:1–7CrossRef Leung HWC, Leung JH, Chan ALF (2018) Efficacy and safety of a combination of HER2-targeted agents as first-line treatment for metastatic HER2-positive breast cancer: a network meta-analysis. Expert Opin Drug Saf 17:1–7CrossRef
3.
Zurück zum Zitat Rye IH, Trinh A, Saetersdal AB et al (2018) Intratumor heterogeneity defines treatment-resistant HER2+ breast tumors. Mol Oncol 12:1838–1855CrossRef Rye IH, Trinh A, Saetersdal AB et al (2018) Intratumor heterogeneity defines treatment-resistant HER2+ breast tumors. Mol Oncol 12:1838–1855CrossRef
4.
Zurück zum Zitat Gillies RJ, Kinahan PE, Hricak H (2016) Radiomics: images are more than pictures, they are data. Radiology 278:563–577CrossRef Gillies RJ, Kinahan PE, Hricak H (2016) Radiomics: images are more than pictures, they are data. Radiology 278:563–577CrossRef
5.
Zurück zum Zitat O’Connell AM, Karellas A, Vedantham S, Kawakyu-O’Connor DT (2018) Newer technologies in breast cancer imaging: dedicated cone-beam breast computed tomography. Semin Ultrasound CT MR 39:106–113CrossRef O’Connell AM, Karellas A, Vedantham S, Kawakyu-O’Connor DT (2018) Newer technologies in breast cancer imaging: dedicated cone-beam breast computed tomography. Semin Ultrasound CT MR 39:106–113CrossRef
6.
Zurück zum Zitat Wienbeck S, Fischer U, Perske C et al (2017) Cone-beam breast computed tomography: CT density does not reflect proliferation potential and receptor expression of breast carcinoma. Transl Oncol 10:599–603CrossRef Wienbeck S, Fischer U, Perske C et al (2017) Cone-beam breast computed tomography: CT density does not reflect proliferation potential and receptor expression of breast carcinoma. Transl Oncol 10:599–603CrossRef
7.
Zurück zum Zitat Uhlig J, Fischer U, von Fintel E et al (2017) Contrast enhancement on cone-beam breast-CT for discrimination of breast cancer immunohistochemical subtypes. Transl Oncol 10:904–910CrossRef Uhlig J, Fischer U, von Fintel E et al (2017) Contrast enhancement on cone-beam breast-CT for discrimination of breast cancer immunohistochemical subtypes. Transl Oncol 10:904–910CrossRef
8.
Zurück zum Zitat Meattini I, Bicchierai G, Saieva C et al (2017) Impact of molecular subtypes classification concordance between preoperative core needle biopsy and surgical specimen on early breast cancer management: single-institution experience and review of published literature. Eur J Surg Oncol 43:642–648CrossRef Meattini I, Bicchierai G, Saieva C et al (2017) Impact of molecular subtypes classification concordance between preoperative core needle biopsy and surgical specimen on early breast cancer management: single-institution experience and review of published literature. Eur J Surg Oncol 43:642–648CrossRef
9.
Zurück zum Zitat Yoshida A, Hayashi N, Suzuki K, Takimoto M, Nakamura S, Yamauchi H (2017) Change in HER2 status after neoadjuvant chemotherapy and the prognostic impact in patients with primary breast cancer. J Surg Oncol 116:1021–1028CrossRef Yoshida A, Hayashi N, Suzuki K, Takimoto M, Nakamura S, Yamauchi H (2017) Change in HER2 status after neoadjuvant chemotherapy and the prognostic impact in patients with primary breast cancer. J Surg Oncol 116:1021–1028CrossRef
10.
Zurück zum Zitat Elias SG, Adams A, Wisner DJ et al (2014) Imaging features of HER2 overexpression in breast cancer: a systematic review and meta-analysis. Cancer Epidemiol Biomarkers Prev 23:1464–1483CrossRef Elias SG, Adams A, Wisner DJ et al (2014) Imaging features of HER2 overexpression in breast cancer: a systematic review and meta-analysis. Cancer Epidemiol Biomarkers Prev 23:1464–1483CrossRef
13.
Zurück zum Zitat D’Orsi CJ, Sickles EA, Mendelson EB et al (2013) ACR BI-RADS Atlas, breast imaging reporting and data system. American College of Radiology, Reston, VA D’Orsi CJ, Sickles EA, Mendelson EB et al (2013) ACR BI-RADS Atlas, breast imaging reporting and data system. American College of Radiology, Reston, VA
14.
Zurück zum Zitat Wang H, Schabath MB, Liu Y et al (2015) Semiquantitative computed tomography characteristics for lung adenocarcinoma and their association with lung cancer survival. Clin Lung Cancer 16:e141–e163CrossRef Wang H, Schabath MB, Liu Y et al (2015) Semiquantitative computed tomography characteristics for lung adenocarcinoma and their association with lung cancer survival. Clin Lung Cancer 16:e141–e163CrossRef
15.
Zurück zum Zitat Liu Y, Kim J, Qu F et al (2016) CT features associated with epidermal growth factor receptor mutation status in patients with lung adenocarcinoma. Radiology 280:271–280CrossRef Liu Y, Kim J, Qu F et al (2016) CT features associated with epidermal growth factor receptor mutation status in patients with lung adenocarcinoma. Radiology 280:271–280CrossRef
16.
Zurück zum Zitat Prionas ND, Lindfors KK, Ray S et al (2010) Contrast-enhanced dedicated breast CT: initial clinical experience. Radiology 256:714–723CrossRef Prionas ND, Lindfors KK, Ray S et al (2010) Contrast-enhanced dedicated breast CT: initial clinical experience. Radiology 256:714–723CrossRef
17.
Zurück zum Zitat Sardanelli F, Iozzelli A, Fausto A, Carriero A, Kirchin MA (2005) Gadobenate dimeglumine–enhanced MR imaging breast vascular maps: association between invasive cancer and ipsilateral increased vascularity. Radiology 235:791–797CrossRef Sardanelli F, Iozzelli A, Fausto A, Carriero A, Kirchin MA (2005) Gadobenate dimeglumine–enhanced MR imaging breast vascular maps: association between invasive cancer and ipsilateral increased vascularity. Radiology 235:791–797CrossRef
18.
Zurück zum Zitat Wolff AC, Hammond ME, Hicks DG et al (2013) Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update. J Clin Oncol 31:3997–4013CrossRef Wolff AC, Hammond ME, Hicks DG et al (2013) Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update. J Clin Oncol 31:3997–4013CrossRef
19.
Zurück zum Zitat Bae MS, Moon WK, Chang JM et al (2013) Mammographic features of calcifications in DCIS: correlation with oestrogen receptor and human epidermal growth factor receptor 2 status. Eur Radiol 23:2072–2078CrossRef Bae MS, Moon WK, Chang JM et al (2013) Mammographic features of calcifications in DCIS: correlation with oestrogen receptor and human epidermal growth factor receptor 2 status. Eur Radiol 23:2072–2078CrossRef
20.
Zurück zum Zitat Cen D, Xu L, Li N et al (2017) BI-RADS 3-5 microcalcifications can preoperatively predict breast cancer HER2 and luminal a molecular subtype. Oncotarget 8:13855–13862CrossRef Cen D, Xu L, Li N et al (2017) BI-RADS 3-5 microcalcifications can preoperatively predict breast cancer HER2 and luminal a molecular subtype. Oncotarget 8:13855–13862CrossRef
21.
Zurück zum Zitat Nie Z, Wang J, Ji XC (2018) Microcalcification-associated breast cancer: HER2-enriched molecular subtype is associated with mammographic features. Br J Radiol 21:20170942CrossRef Nie Z, Wang J, Ji XC (2018) Microcalcification-associated breast cancer: HER2-enriched molecular subtype is associated with mammographic features. Br J Radiol 21:20170942CrossRef
22.
Zurück zum Zitat Nasir A, Holzer TR, Chen M, Man MZ, Schade AE (2017) Differential expression of VEGFR2 protein in HER2 positive primary human breast cancer: potential relevance to anti-angiogenic therapies. Cancer Cell Int 17:56CrossRef Nasir A, Holzer TR, Chen M, Man MZ, Schade AE (2017) Differential expression of VEGFR2 protein in HER2 positive primary human breast cancer: potential relevance to anti-angiogenic therapies. Cancer Cell Int 17:56CrossRef
23.
Zurück zum Zitat Bae MS, Seo M, Kim KG, Park IA, Moon WK (2015) Quantitative MRI morphology of invasive breast cancer: correlation with immunohistochemical biomarkers and subtypes. Acta Radiol 56:269–275CrossRef Bae MS, Seo M, Kim KG, Park IA, Moon WK (2015) Quantitative MRI morphology of invasive breast cancer: correlation with immunohistochemical biomarkers and subtypes. Acta Radiol 56:269–275CrossRef
24.
Zurück zum Zitat Jiang S, Hong YJ, Zhang F, Li YK (2017) Computer-aided evaluation of the correlation between MRI morphology and immunohistochemical biomarkers or molecular subtypes in breast cancer. Sci Rep 7:13818CrossRef Jiang S, Hong YJ, Zhang F, Li YK (2017) Computer-aided evaluation of the correlation between MRI morphology and immunohistochemical biomarkers or molecular subtypes in breast cancer. Sci Rep 7:13818CrossRef
25.
Zurück zum Zitat Ma Y, Cao Y, Liu A et al (2019) A reliability comparison of cone-beam breast computed tomography and mammography: breast density assessment referring to the fifth edition of the BI-RADS atlas. Acad Radiol 26:752–759CrossRef Ma Y, Cao Y, Liu A et al (2019) A reliability comparison of cone-beam breast computed tomography and mammography: breast density assessment referring to the fifth edition of the BI-RADS atlas. Acad Radiol 26:752–759CrossRef
26.
Zurück zum Zitat Wienbeck S, Uhlig J, Luftner-Nagel S et al (2017) The role of cone-beam breast-CT for breast cancer detection relative to breast density. Eur Radiol 27:5185–5195CrossRef Wienbeck S, Uhlig J, Luftner-Nagel S et al (2017) The role of cone-beam breast-CT for breast cancer detection relative to breast density. Eur Radiol 27:5185–5195CrossRef
27.
Zurück zum Zitat Wienbeck S, Fischer U, Luftner-Nagel S, Lotz J, Uhlig J (2018) Contrast-enhanced cone-beam breast-CT (CBBCT): clinical performance compared to mammography and MRI. Eur Radiol 28:3731–3741CrossRef Wienbeck S, Fischer U, Luftner-Nagel S, Lotz J, Uhlig J (2018) Contrast-enhanced cone-beam breast-CT (CBBCT): clinical performance compared to mammography and MRI. Eur Radiol 28:3731–3741CrossRef
28.
Zurück zum Zitat O’Connell A, Conover DL, Zhang Y et al (2010) Cone-beam CT for breast imaging: radiation dose, breast coverage, and image quality. AJR Am J Roentgenol 195:496–509CrossRef O’Connell A, Conover DL, Zhang Y et al (2010) Cone-beam CT for breast imaging: radiation dose, breast coverage, and image quality. AJR Am J Roentgenol 195:496–509CrossRef
29.
Zurück zum Zitat Uhlig J, Fischer U, Biggemann L, Lotz J, Wienbeck S (2019) Pre- and post-contrast versus post-contrast cone-beam breast CT: can we reduce radiation exposure while maintaining diagnostic accuracy? Eur Radiol 29:3141–3148CrossRef Uhlig J, Fischer U, Biggemann L, Lotz J, Wienbeck S (2019) Pre- and post-contrast versus post-contrast cone-beam breast CT: can we reduce radiation exposure while maintaining diagnostic accuracy? Eur Radiol 29:3141–3148CrossRef
30.
Zurück zum Zitat Ding H, Ducote JL, Molloi S (2013) Measurement of breast tissue composition with dual energy cone-beam computed tomography: a postmortem study. Med Phys 40:061902CrossRef Ding H, Ducote JL, Molloi S (2013) Measurement of breast tissue composition with dual energy cone-beam computed tomography: a postmortem study. Med Phys 40:061902CrossRef
31.
Zurück zum Zitat Bian J, Yang K, Boone JM, Han X, Sidky EY, Pan X (2014) Investigation of iterative image reconstruction in low-dose breast CT. Phys Med Biol 59:2659–2685CrossRef Bian J, Yang K, Boone JM, Han X, Sidky EY, Pan X (2014) Investigation of iterative image reconstruction in low-dose breast CT. Phys Med Biol 59:2659–2685CrossRef
32.
Zurück zum Zitat Kalender WA, Kolditz D, Steiding C et al (2017) Technical feasibility proof for high-resolution low-dose photon-counting CT of the breast. Eur Radiol 27:1081–1086CrossRef Kalender WA, Kolditz D, Steiding C et al (2017) Technical feasibility proof for high-resolution low-dose photon-counting CT of the breast. Eur Radiol 27:1081–1086CrossRef
Metadaten
Titel
Cone-beam breast CT features associated with HER2/neu overexpression in patients with primary breast cancer
verfasst von
Yueqiang Zhu
Yuwei Zhang
Yue Ma
Haijie Li
Aidi Liu
Peng Han
Lu Yin
Nan Lv
Zhijun Li
Hong Lu
Peifang Liu
Zhaoxiang Ye
Publikationsdatum
03.01.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 5/2020
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06587-w

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