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Published in: European Radiology 5/2020

01-05-2020 | Breast Cancer | Breast

Comprehensive analyses with radiological and biological markers of breast cancer on contrast-enhanced chest CT: a single center experience using dual-layer spectral detector CT

Authors: Jin Il Moon, Bo Hwa Choi, Hye Jin Baek, Kyeong Hwa Ryu, Sung Eun Park, Ji Young Ha, Eun Jung Jung, Han Shin Lee, Hyo Jung An

Published in: European Radiology | Issue 5/2020

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Abstract

Objectives

To evaluate the predictive value of virtual monoenergetic images (VMIs) by assessing tumor conspicuity on dual-layer spectral detector CT (SDCT) and correlate tumor conspicuity on VMI with prognostic biomarkers in patients with breast cancer.

Methods

Sixty-four patients underwent arterial phase and 90-s delayed phase dual-layer SDCT. A retrospective tumor conspicuity analysis of 14 benign tumors and 65 breast cancers was performed using conventional images (CIs) and VMI at 40 keV (VMI40) on arterial and delayed phase scans (CIART, VMI40ART, CIDE, VMI40DE). Mean Hounsfield units (HU) of tumors were measured on VMI40ART and VMI40DE. A receiver operating characteristic (ROC) curve analysis was performed to compare diagnostic accuracy between image sets. Estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), and Ki67 levels were evaluated using histopathology. Correlations between VMI analyses and histological characteristics of cancers were analyzed.

Results

Cancers on VMI40 had a significantly higher conspicuity score and mean HU than benign tumors (p < 0.001). VMI40DE showed the highest conspicuity for cancers (mean, 3.79) and the greatest area under the ROC curve (0.817; 95% confidence interval 0.745–0.889). VMI40DE yielded significantly higher mean HU for cancers than VMI40ART (p < 0.001). The conspicuity score and mean HU on VMI40ART were significantly higher in cancers with ER negativity, PR negativity, and Ki67 positivity (p < 0.05).

Conclusions

VMI40DE may be useful in the diagnosis of breast cancers due to higher tumor conspicuity and better enhancement than VMI40ART. VMI40ART may be beneficial for the prediction of poor breast cancer prognoses.

Key Points

VMI40 improved conspicuity of breast cancer than CI.
VMI40DEyielded higher diagnostic performance of breast cancer than VMI40ART.
VMI40ARThas an additional benefit in terms of prognosis prediction in patients with breast cancers.
Literature
1.
go back to reference Ghoncheh M, Pournamdar Z, Salehiniya H (2016) Incidence and mortality and epidemiology of breast cancer in the world. Asian Pac J Cancer Prev 17:43–46CrossRef Ghoncheh M, Pournamdar Z, Salehiniya H (2016) Incidence and mortality and epidemiology of breast cancer in the world. Asian Pac J Cancer Prev 17:43–46CrossRef
2.
go back to reference Carmeliet P, Jain RK (2000) Angiogenesis in cancer and other diseases. Nature 407:249CrossRef Carmeliet P, Jain RK (2000) Angiogenesis in cancer and other diseases. Nature 407:249CrossRef
3.
go back to reference Weidner N, Semple JP, Welch WR, Folkman J (1991) Tumor angiogenesis and metastasis—correlation in invasive breast carcinoma. N Engl J Med 324:1–8CrossRef Weidner N, Semple JP, Welch WR, Folkman J (1991) Tumor angiogenesis and metastasis—correlation in invasive breast carcinoma. N Engl J Med 324:1–8CrossRef
4.
go back to reference Lewin JM, Isaacs PK, Vance V, Larke FJ (2003) Dual-energy contrast-enhanced digital subtraction mammography: feasibility. Radiology 229:261–268CrossRef Lewin JM, Isaacs PK, Vance V, Larke FJ (2003) Dual-energy contrast-enhanced digital subtraction mammography: feasibility. Radiology 229:261–268CrossRef
5.
go back to reference Dromain C, Thibault F, Muller S et al (2011) Dual-energy contrast-enhanced digital mammography: initial clinical results. Eur Radiol 21:565–574CrossRef Dromain C, Thibault F, Muller S et al (2011) Dual-energy contrast-enhanced digital mammography: initial clinical results. Eur Radiol 21:565–574CrossRef
6.
go back to reference Samei E, Saunders RS (2011) Dual-energy contrast-enhanced breast tomosynthesis: optimization of beam quality for dose and image quality. Phys Med Biol 56:6359 Samei E, Saunders RS (2011) Dual-energy contrast-enhanced breast tomosynthesis: optimization of beam quality for dose and image quality. Phys Med Biol 56:6359
7.
go back to reference Chou C, Lewin JM, Chiang C et al (2015) Clinical evaluation of contrast-enhanced digital mammography and contrast enhanced tomosynthesis—comparison to contrast-enhanced breast MRI. Eur J Radiol 84:2501–2508CrossRef Chou C, Lewin JM, Chiang C et al (2015) Clinical evaluation of contrast-enhanced digital mammography and contrast enhanced tomosynthesis—comparison to contrast-enhanced breast MRI. Eur J Radiol 84:2501–2508CrossRef
8.
go back to reference Seifert P, Conover D, Zhang Y et al (2014) Evaluation of malignant breast lesions in the diagnostic setting with cone beam breast computed tomography (breast CT): feasibility study. Breast J 20:364–374CrossRef Seifert P, Conover D, Zhang Y et al (2014) Evaluation of malignant breast lesions in the diagnostic setting with cone beam breast computed tomography (breast CT): feasibility study. Breast J 20:364–374CrossRef
9.
go back to reference 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
10.
go back to reference He N, Wu Y, Kong Y et al (2016) The utility of breast cone-beam computed tomography, ultrasound, and digital mammography for detecting malignant breast tumors: a prospective study with 212 patients. Eur J Radiol 85:392–403CrossRef He N, Wu Y, Kong Y et al (2016) The utility of breast cone-beam computed tomography, ultrasound, and digital mammography for detecting malignant breast tumors: a prospective study with 212 patients. Eur J Radiol 85:392–403CrossRef
11.
go back to reference Aminololama-Shakeri S, Abbey CK, Gazi P et al (2016) Differentiation of ductal carcinoma in-situ from benign micro-calcifications by dedicated breast computed tomography. Eur J Radiol 85:297–303CrossRef Aminololama-Shakeri S, Abbey CK, Gazi P et al (2016) Differentiation of ductal carcinoma in-situ from benign micro-calcifications by dedicated breast computed tomography. Eur J Radiol 85:297–303CrossRef
12.
go back to reference Dilmanian FA, Wu XY, Parsons EC et al (1997) Single-and dual-energy CT with monochromatic synchrotron x-rays. Phys Med Biol 42:371–387CrossRef Dilmanian FA, Wu XY, Parsons EC et al (1997) Single-and dual-energy CT with monochromatic synchrotron x-rays. Phys Med Biol 42:371–387CrossRef
13.
go back to reference Doerner J, Hauger M, Hickethier T et al (2017) Image quality evaluation of dual-layer spectral detector CT of the chest and comparison with conventional CT imaging. Eur J Radiol 93:52–58CrossRef Doerner J, Hauger M, Hickethier T et al (2017) Image quality evaluation of dual-layer spectral detector CT of the chest and comparison with conventional CT imaging. Eur J Radiol 93:52–58CrossRef
14.
go back to reference Metin Y, Metin NO, Ozdemir O, Tasci F, Kul S (2019) The role of low keV virtual monochromatic imaging in increasing the conspicuity of primary breast cancer in dual-energy spectral thoracic CT examination for staging purposes. Acta Radiol. https://doi.org/10.1177/0284185119858040 Metin Y, Metin NO, Ozdemir O, Tasci F, Kul S (2019) The role of low keV virtual monochromatic imaging in increasing the conspicuity of primary breast cancer in dual-energy spectral thoracic CT examination for staging purposes. Acta Radiol. https://​doi.​org/​10.​1177/​0284185119858040​
15.
go back to reference Hickethier T, Byrtus J, Hauger M et al (2018) Utilization of virtual mono-energetic images (MonoE) derived from a dual-layer spectral detector CT (SDCT) for the assessment of abdominal arteries in venous contrast phase scans. Eur J Radiol 99:28–33CrossRef Hickethier T, Byrtus J, Hauger M et al (2018) Utilization of virtual mono-energetic images (MonoE) derived from a dual-layer spectral detector CT (SDCT) for the assessment of abdominal arteries in venous contrast phase scans. Eur J Radiol 99:28–33CrossRef
16.
go back to reference Lee SM, Kim SH, Ahn SJ, Kang HJ, Kang JH, Han JK (2018) Virtual monoenergetic dual-layer, dual-energy CT enterography: optimization of keV settings and its added value for Crohn’s disease. Eur Radiol 28:2525–2534CrossRef Lee SM, Kim SH, Ahn SJ, Kang HJ, Kang JH, Han JK (2018) Virtual monoenergetic dual-layer, dual-energy CT enterography: optimization of keV settings and its added value for Crohn’s disease. Eur Radiol 28:2525–2534CrossRef
17.
go back to reference Huda W, Ogden KM, Khorasani MR (2008) Converting dose-length product to effective dose at CT. Radiology 248:995–1003CrossRef Huda W, Ogden KM, Khorasani MR (2008) Converting dose-length product to effective dose at CT. Radiology 248:995–1003CrossRef
18.
go back to reference Bongartz G, Golding S, Jurik A et al (2000) European guidelines on quality criteria for computed tomography (EUR16262). European Commission, Luxembourg Bongartz G, Golding S, Jurik A et al (2000) European guidelines on quality criteria for computed tomography (EUR16262). European Commission, Luxembourg
19.
go back to reference Genestie C, Zafrani B, Asselain B et al (1998) Comparison of the prognostic value of scarff-bloom-Richardson and Nottingham histological grades in a series of 825 cases of breast cancer: major importance of the mitotic count as a component of both grading systems. Anticancer Res 18:571–576PubMed Genestie C, Zafrani B, Asselain B et al (1998) Comparison of the prognostic value of scarff-bloom-Richardson and Nottingham histological grades in a series of 825 cases of breast cancer: major importance of the mitotic count as a component of both grading systems. Anticancer Res 18:571–576PubMed
20.
go back to reference Rakha EA, El-Sayed ME, Lee AH et al (2008) Prognostic significance of Nottingham histologic grade in invasive breast carcinoma. J Clin Oncol 26:3153–3158CrossRef Rakha EA, El-Sayed ME, Lee AH et al (2008) Prognostic significance of Nottingham histologic grade in invasive breast carcinoma. J Clin Oncol 26:3153–3158CrossRef
21.
go back to reference Hammond MEH, Hayes DF, Dowsett M et al (2010) American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version). Arch Pathol Lab Med 134:e48–e72PubMed Hammond MEH, Hayes DF, Dowsett M et al (2010) American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version). Arch Pathol Lab Med 134:e48–e72PubMed
22.
go back to reference Goldhirsch A, Winer EP, Coates A et al (2013) Personalizing the treatment of women with early breast cancer: highlights of the st gallen international expert consensus on the primary therapy of early breast cancer 2013. Ann Oncol 24:2206–2223CrossRef Goldhirsch A, Winer EP, Coates A et al (2013) Personalizing the treatment of women with early breast cancer: highlights of the st gallen international expert consensus on the primary therapy of early breast cancer 2013. Ann Oncol 24:2206–2223CrossRef
23.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRef DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRef
24.
go back to reference Cohen J (1968) Weighted kappa: nominal scale agreement provision for scaled disagreement or partial credit. Psychol Bull 70:213CrossRef Cohen J (1968) Weighted kappa: nominal scale agreement provision for scaled disagreement or partial credit. Psychol Bull 70:213CrossRef
25.
go back to reference Albrecht MH, Trommer J, Wichmann JL et al (2016) Comprehensive comparison of virtual monoenergetic and linearly blended reconstruction techniques in third-generation dual-source dual-energy computed tomography angiography of the thorax and abdomen. Invest Radiol 51:582–590CrossRef Albrecht MH, Trommer J, Wichmann JL et al (2016) Comprehensive comparison of virtual monoenergetic and linearly blended reconstruction techniques in third-generation dual-source dual-energy computed tomography angiography of the thorax and abdomen. Invest Radiol 51:582–590CrossRef
26.
go back to reference Lin LI (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrics 45:255–268 Lin LI (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrics 45:255–268
27.
go back to reference Seo BK, Pisano ED, Cho KR, Cho PK, Lee JY, Kim SJ (2005) Low-dose multidetector dynamic CT in the breast: preliminary study. Clin Imaging 29:172–178CrossRef Seo BK, Pisano ED, Cho KR, Cho PK, Lee JY, Kim SJ (2005) Low-dose multidetector dynamic CT in the breast: preliminary study. Clin Imaging 29:172–178CrossRef
28.
go back to reference Park EK, Seo BK, Kwon M et al (2019) Low-dose perfusion computed tomography for breast cancer to quantify tumor vascularity: correlation with prognostic biomarkers. Invest Radiol 54:273–281CrossRef Park EK, Seo BK, Kwon M et al (2019) Low-dose perfusion computed tomography for breast cancer to quantify tumor vascularity: correlation with prognostic biomarkers. Invest Radiol 54:273–281CrossRef
29.
go back to reference Kuhl CK, Schrading S, Strobel K, Schild HH, Hilgers RD, Bieling HB (2014) Abbreviated breast magnetic resonance imaging (MRI): first postcontrast subtracted images and maximum-intensity projection—a novel approach to breast cancer screening with MRI. J Clin Oncol 32:2304–2310CrossRef Kuhl CK, Schrading S, Strobel K, Schild HH, Hilgers RD, Bieling HB (2014) Abbreviated breast magnetic resonance imaging (MRI): first postcontrast subtracted images and maximum-intensity projection—a novel approach to breast cancer screening with MRI. J Clin Oncol 32:2304–2310CrossRef
30.
go back to reference Mettler FA Jr, Huda W, Yoshizumi TT, Mahesh M (2008) Effective doses in radiology and diagnostic nuclear medicine: a catalog. Radiology 248:254–263CrossRef Mettler FA Jr, Huda W, Yoshizumi TT, Mahesh M (2008) Effective doses in radiology and diagnostic nuclear medicine: a catalog. Radiology 248:254–263CrossRef
31.
go back to reference Hendrick RE (2010) Radiation doses and cancer risks from breast imaging studies. Radiology 257:246–253CrossRef Hendrick RE (2010) Radiation doses and cancer risks from breast imaging studies. Radiology 257:246–253CrossRef
32.
go back to reference Suzuki A, Kuriyama S, Kawai M et al (2008) Age-specific interval breast cancers in Japan: estimation of the proper sensitivity of screening using a population-based cancer registry. Cancer Sci 99:2264–2267CrossRef Suzuki A, Kuriyama S, Kawai M et al (2008) Age-specific interval breast cancers in Japan: estimation of the proper sensitivity of screening using a population-based cancer registry. Cancer Sci 99:2264–2267CrossRef
33.
go back to reference 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
34.
go back to reference Lee WJ, Seo BK, Cho PK et al (2010) The clinical use of low-dose multidetector row computed tomography for breast cancer patients in the prone position. J Breast Cancer 13:357–365CrossRef Lee WJ, Seo BK, Cho PK et al (2010) The clinical use of low-dose multidetector row computed tomography for breast cancer patients in the prone position. J Breast Cancer 13:357–365CrossRef
35.
go back to reference Wienbeck S, Lotz J, Fischer U (2017) Review of clinical studies and first clinical experiences with a commercially available cone-beam breast CT in Europe. Clin Imaging 42:50–59CrossRef Wienbeck S, Lotz J, Fischer U (2017) Review of clinical studies and first clinical experiences with a commercially available cone-beam breast CT in Europe. Clin Imaging 42:50–59CrossRef
36.
go back to reference Taira N, Ohsumi S, Takabatake D et al (2008) Contrast-enhanced CT evaluation of clinically and mammographically occult multiple breast tumors in women with unilateral early breast cancer. Jpn J Clin Oncol 38:419–425CrossRef Taira N, Ohsumi S, Takabatake D et al (2008) Contrast-enhanced CT evaluation of clinically and mammographically occult multiple breast tumors in women with unilateral early breast cancer. Jpn J Clin Oncol 38:419–425CrossRef
37.
go back to reference Akashi-Tanaka S, Fukutomi T, Miyakawa K et al (2001) Contrast-enhanced computed tomography for diagnosing the intraductal component and small invasive foci of breast cancer. Breast Cancer 8:10–15CrossRef Akashi-Tanaka S, Fukutomi T, Miyakawa K et al (2001) Contrast-enhanced computed tomography for diagnosing the intraductal component and small invasive foci of breast cancer. Breast Cancer 8:10–15CrossRef
Metadata
Title
Comprehensive analyses with radiological and biological markers of breast cancer on contrast-enhanced chest CT: a single center experience using dual-layer spectral detector CT
Authors
Jin Il Moon
Bo Hwa Choi
Hye Jin Baek
Kyeong Hwa Ryu
Sung Eun Park
Ji Young Ha
Eun Jung Jung
Han Shin Lee
Hyo Jung An
Publication date
01-05-2020
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 5/2020
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06615-9

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