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Huang JX, Lin SY, Ou Y, Wang XY, Shi CG, Zhong Y, Wei MJ, Pei XQ. Shear Wave Elastography Combined with Molecular Subtype in Early Prediction of Pathological Response to Neoadjuvant Chemotherapy in Patients with Breast Cancer: A Prospective Study. Acad Radiol 2022. [DOI: 10.1016/j.acra.2022.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Sharma S, Rathore SS, Verma V, Kalyan M, Singh N, Irshad I. Molecular Subtypes As Emerging Predictors of Clinicopathological Response to Neoadjuvant Chemotherapy (NACT) in Locally Advanced Breast Cancer (LABC): A Single-Centre Experience in Western India. Cureus 2022; 14:e25229. [PMID: 35755569 PMCID: PMC9217662 DOI: 10.7759/cureus.25229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/22/2022] [Indexed: 11/06/2022] Open
Abstract
Introduction: Locally advanced breast cancer (LABC) is a subset of breast cancer characterized by the most advanced breast tumours in the absence of distant metastasis. Treatment of LABC has evolved from a single modality treatment to multimodality management. Neoadjuvant chemotherapy (NACT) is increasingly being used to treat patients with LABC. This study assessed tumour response after NACT using clinical changes, Response Evaluation Criteria in Solid Tumors (RECIST) criteria and pathological report. Methodology: This study was a prospective as well as retrospective observational study carried out in the department of general surgery, Dr. Sampurnanand Medical College, Jodhpur. All the patients admitted with stage III (IIIA, IIIB, IIIC) were included in the study after obtaining approval from the institutional ethical committee. Clinical response was assessed by RECIST criteria (clinical complete response (cCR), clinical partial response (cPR), clinical progressive disease (cPD), and clinical stable disease (cSD)) and pathological response by histopathological report (pCR). Response of various molecular subtypes was noted. Results: Among 31 patients included in the study, cCR observed in 22.58% cases, cPR observed in 61.29% cases while cPD and cSD seen in 3.22% and 12.90% cases, respectively. Pathological complete response (pCR) observed in 19.35% cases. Favourable response seen with human epidermal growth factor receptor 2 (HER2) overexpression (cCR = 50%, pCR = 37.50%) followed by triple negative (cCR = 25%, pCR = 25%) molecular subtypes. Conclusions: It can be concluded that molecular subtype determination helps in deciding treatment protocol in patients with LABC with HER2 overexpression and triple-negative breast cancers having a better clinicopathological response to NACT than luminal subtypes. NACT results in downstaging of tumours, thus, help in achieving surgically clear margins and elimination of micrometastases which decreases the recurrence rates and morbidity/mortality of patients.
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Peng H, Yan S, Chen X, Hu J, Chen K, Wang P, Zhang H, Zhang X, Meng W. A Clinical Assessment of a Magnetic Resonance Computer-Aided Diagnosis System in the Detection of Pathological Complete Response After Neoadjuvant Chemotherapy in Breast Cancer. Front Oncol 2022; 12:784839. [PMID: 35311124 PMCID: PMC8928462 DOI: 10.3389/fonc.2022.784839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 02/07/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose This study aimed to assess the diagnostic performance and the added value to radiologists of different levels of a computer-aided diagnosis (CAD) system for the detection of pathological complete response (pCR) after neoadjuvant chemotherapy (NAC) in patients with breast cancer. Besides, to investigate whether tumor molecular typing is associated with the efficiency of diagnosis of the CAD systems. Methods 470 patients were identified with breast cancers who underwent NAC and post MR imaging between January 2016 and March 2019. The diagnostic performance of radiologists of different levels and the CAD system were compared. The added value of the CAD system was assessed and subgroup analyses were performed according to the tumor molecular typing. Results Among 470 patients, 123 (26%) underwent pCR. The CAD system showed a comparable specificity as the senior radiologist (83.29% vs. 84.15%, p=0.488) and comparable area under the curve (AUC) (0.839 vs. 0.835, p =0.452). The performance of all radiologists significantly improved when aided by the CAD system (P<0.05), And there were no statistical differences in terms of sensitivity, specificity and accuracy between the two groups with CAD assistance(p>0.05).The AUC values for identifying pCR in TN patients were significant (0.883, 95%CI: 0.801-0.964, p < 0.001). Conclusion The CAD system assessed in this study improves the performance of all radiologists, regardless of experience. The molecular typing of breast cancer is potential influencer of CAD diagnostic performance.
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Affiliation(s)
- Haiyong Peng
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
| | - Shaolei Yan
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xiaodan Chen
- Department of Computer Technology, Harbin Institute of Technology University, Harbin, China
| | - Jiahang Hu
- Department of Radiology, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
| | - Kaige Chen
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ping Wang
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
| | - Hongxia Zhang
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xiushi Zhang
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
- *Correspondence: Xiushi Zhang, ; Wei Meng,
| | - Wei Meng
- Radiology Department, Harbin Medical University, Harbin Medical University Cancer Hospital, Harbin, China
- *Correspondence: Xiushi Zhang, ; Wei Meng,
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Graeser M, Schrading S, Gluz O, Strobel K, Würstlein R, Kümmel S, Schumacher C, Grischke E, Forstbauer H, Braun M, Christgen M, Adams J, Nitzsche H, Just M, Fischer HH, Aktas B, Potenberg J, von Schumann R, Kolberg‐Liedtke C, Harbeck N, Kuhl CK, Nitz U. Early response by MR imaging and ultrasound as predictor of pathologic complete response to 12-week neoadjuvant therapy for different early breast cancer subtypes: Combined analysis from the WSG ADAPT subtrials. Int J Cancer 2021; 148:2614-2627. [PMID: 33533487 PMCID: PMC8048810 DOI: 10.1002/ijc.33495] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 12/18/2020] [Accepted: 12/21/2020] [Indexed: 12/31/2022]
Abstract
We evaluated the role of early response after 3 weeks of neoadjuvant treatment (NAT) assessed by ultrasound (US), magnetic resonance imaging (MRI) and Ki-67 dynamics for prediction of pathologic complete response (pCR) in different early breast cancer subtypes. Patients with HR+/HER2+, HR-/HER2- and HR-/HER2+ tumors enrolled into three neoadjuvant WSG ADAPT subtrials underwent US, MRI and Ki-67 assessment at diagnosis and after 3 weeks of NAT. Early response was defined as complete or partial response (US, MRI) and ≥30% proliferation decrease or <500 invasive tumor cells (Ki-67). Predictive values and area under the receiver operating characteristic (AUC) curves for prediction of pCR (ypT0/is ypN0) after 12-week NAT were calculated. Two hundred twenty-six had MRI and 401 US; 107 underwent both MRI and US. All three methods yielded a similar AUC in HR+/HER2+ (0.66-0.67) and HR-/HER2- tumors (0.53-0.63), while MRI and Ki-67 performed better than US in HR-/HER2+ tumors (0.83 and 0.79 vs 0.56). Adding MRI+/-Ki-67 increased AUC of US in HR-/HER2+ tumors to 0.64 to 0.75. MRI and Ki-67 demonstrated highest sensitivity in HR-/HER2- (0.8-1) and HR-/HER2+ tumors (1, both). Negative predictive value was similar for all methods in HR+/HER2+ (0.71-0.74) and HR-/HER2- tumors (0.85-1), while it was higher for MRI and Ki-67 compared to US in HR-/HER2+ subtype (1 vs 0.5). Early response assessed by US, MRI and Ki-67 is a strong predictor for pCR after 12-week NAT. Strength of pCR prediction varies according to tumor subtype. Adding MRI+/-Ki-67 to US did not improve pCR prediction in majority of our patients.
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Affiliation(s)
- Monika Graeser
- West German Study GroupMoenchengladbachGermany
- Ev. Hospital Bethesda, Breast Center NiederrheinMoenchengladbachGermany
- Department of GynecologyUniversity Medical Center HamburgHamburgGermany
| | - Simone Schrading
- Department of Diagnostic and Interventional RadiologyHospital of the University of Aachen, RWTHAachenGermany
| | - Oleg Gluz
- West German Study GroupMoenchengladbachGermany
- Ev. Hospital Bethesda, Breast Center NiederrheinMoenchengladbachGermany
- University Hospital CologneCologneGermany
| | - Kevin Strobel
- Department of Diagnostic and Interventional RadiologyHospital of the University of Aachen, RWTHAachenGermany
| | - Rachel Würstlein
- West German Study GroupMoenchengladbachGermany
- Breast Center, Department of Gynecology and Obstetrics and CCCLMULMU University HospitalMunichGermany
| | - Sherko Kümmel
- West German Study GroupMoenchengladbachGermany
- Breast UnitKliniken Essen‐MitteEssenGermany
- University Hospital Charité, Humboldt University BerlinBerlinGermany
| | | | | | | | - Michael Braun
- Department of GynecologyBreast Center, Red Cross Hospital MunichMunichGermany
| | | | | | - Henrik Nitzsche
- Ev. Hospital Bethesda, Breast Center NiederrheinMoenchengladbachGermany
| | | | | | - Bahriye Aktas
- Department of Gynecology and ObstetricsUniversity Clinics EssenEssenGermany
- Department of GynecologyUniversity Hospital LeipzigLeipzigGermany
| | | | | | - Cornelia Kolberg‐Liedtke
- University Hospital Charité, Humboldt University BerlinBerlinGermany
- Department of Gynecology and ObstetricsUniversity Clinics EssenEssenGermany
| | - Nadia Harbeck
- West German Study GroupMoenchengladbachGermany
- Breast Center, Department of Gynecology and Obstetrics and CCCLMULMU University HospitalMunichGermany
| | - Christiane K. Kuhl
- Department of Diagnostic and Interventional RadiologyHospital of the University of Aachen, RWTHAachenGermany
| | - Ulrike Nitz
- West German Study GroupMoenchengladbachGermany
- Ev. Hospital Bethesda, Breast Center NiederrheinMoenchengladbachGermany
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Graeser M, Schrading S, Gluz O, Strobel K, Herzog C, Umutlu L, Frydrychowicz A, Rjosk-Dendorfer D, Würstlein R, Culemann R, Eulenburg C, Adams J, Nitzsche H, Prange A, Kümmel S, Grischke EM, Forstbauer H, Braun M, Potenberg J, von Schumann R, Aktas B, Kolberg-Liedtke C, Harbeck N, Kuhl CK, Nitz U. Magnetic resonance imaging and ultrasound for prediction of residual tumor size in early breast cancer within the ADAPT subtrials. Breast Cancer Res 2021; 23:36. [PMID: 33736679 PMCID: PMC7977310 DOI: 10.1186/s13058-021-01413-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 02/24/2021] [Indexed: 11/17/2022] Open
Abstract
Background Prediction of histological tumor size by post-neoadjuvant therapy (NAT) ultrasound and magnetic resonance imaging (MRI) was evaluated in different breast cancer subtypes. Methods Imaging was performed after 12-week NAT in patients enrolled into three neoadjuvant WSG ADAPT subtrials. Imaging performance was analyzed for prediction of residual tumor measuring ≤10 mm and summarized using positive (PPV) and negative (NPV) predictive values. Results A total of 248 and 588 patients had MRI and ultrasound, respectively. Tumor size was over- or underestimated by < 10 mm in 4.4% and 21.8% of patients by MRI and in 10.2% and 15.8% by ultrasound. Overall, NPV (proportion of correctly predicted tumor size ≤10 mm) of MRI and ultrasound was 0.92 and 0.83; PPV (correctly predicted tumor size > 10 mm) was 0.52 and 0.61. MRI demonstrated a higher NPV and lower PPV than ultrasound in hormone receptor (HR)-positive/human epidermal growth factor receptor 2 (HER2)-positive and in HR−/HER2+ tumors. Both methods had a comparable NPV and PPV in HR−/HER2− tumors. Conclusions In HR+/HER2+ and HR−/HER2+ breast cancer, MRI is less likely than ultrasound to underestimate while ultrasound is associated with a lower risk to overestimate tumor size. These findings may help to select the most optimal imaging approach for planning surgery after NAT. Trial registration Clinicaltrials.gov, NCT01815242 (registered on March 21, 2013), NCT01817452 (registered on March 25, 2013), and NCT01779206 (registered on January 30, 2013). Supplementary Information The online version contains supplementary material available at 10.1186/s13058-021-01413-y.
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Affiliation(s)
- Monika Graeser
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany. .,Ev. Hospital Bethesda, Breast Center Niederrhein, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany. .,Department of Gynecology, University Medical Center Hamburg, Martinistrasse 52, 20251, Hamburg, Germany.
| | - Simone Schrading
- Department of Diagnostic and Interventional Radiology, Hospital of the University of Aachen, RWTH, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Oleg Gluz
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,Ev. Hospital Bethesda, Breast Center Niederrhein, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,University Hospital Cologne, Kerpener Strasse 62, 50937, Cologne, Germany
| | - Kevin Strobel
- Department of Diagnostic and Interventional Radiology, Hospital of the University of Aachen, RWTH, Pauwelsstrasse 30, 52074, Aachen, Germany
| | | | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Alex Frydrychowicz
- Department of Radiology and Nuclear Medicine, Schleswig-Holstein University Hospital, Campus Lübeck, Ratzeburger Allee 160, 23562, Lübeck, Germany
| | - Dorothea Rjosk-Dendorfer
- Department of Radiology, University Hospital, LMU Munich, Marchioninistrasse. 15, 81377, Munich, Germany
| | - Rachel Würstlein
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,Department of Gynecology and Obstetrics, Breast Center, University of Munich (LMU) and CCCLMU, Marchioninistrasse 15, 81377, Munich, Germany
| | - Ralph Culemann
- Medizinisches Versorgungszentrum Radiologie Rhein-Sieg, GFO Kliniken Troisdorf, Hospitalstrasse 45, 53840, Troisdorf, Germany
| | - Christine Eulenburg
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany
| | - Jascha Adams
- Alcedis GmbH, Winchesterstrasse 3, 35394, Giessen, Germany
| | - Henrik Nitzsche
- Ev. Hospital Bethesda, Breast Center Niederrhein, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany
| | - Anna Prange
- Department of Radiology, Clinics Essen-Mitte, Breast Centre, Henricistrasse 92, 45136, Essen, Germany
| | - Sherko Kümmel
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,Clinics Essen-Mitte, Breast Centre, Henricistrasse 92, 45136, Essen, Germany.,University Hospital Charité, Women's Clinic, Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Eva-Maria Grischke
- University Clinic Tuebingen, Women's Clinic, Calwerstrasse 7, 72076, Tuebingen, Germany
| | - Helmut Forstbauer
- Practice Network Troisdorf, Schlossstrasse 18, 53840, Troisdorf, Germany
| | - Michael Braun
- Red Cross Women's Hospital, Nymphenburger Strasse 163, 80634, Munich, Germany
| | - Jochem Potenberg
- Ev. Waldkrankenhaus Berlin, Stadtrandstrasse 555, 13589, Berlin, Germany
| | - Raquel von Schumann
- Ev. Hospital Bethesda, Breast Center Niederrhein, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany
| | - Bahriye Aktas
- Department of Gynecology and Obstetrics, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany.,Department of Gynecology, University Hospital Leipzig, Liebeigstrasse 20A, 04103, Leipzig, Germany
| | - Cornelia Kolberg-Liedtke
- University Hospital Charité, Women's Clinic, Berlin, Charitéplatz 1, 10117, Berlin, Germany.,Department of Gynecology and Obstetrics, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Nadia Harbeck
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,Department of Gynecology and Obstetrics, Breast Center, University of Munich (LMU) and CCCLMU, Marchioninistrasse 15, 81377, Munich, Germany
| | - Christiane K Kuhl
- Department of Diagnostic and Interventional Radiology, Hospital of the University of Aachen, RWTH, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Ulrike Nitz
- West German Study Group, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany.,Ev. Hospital Bethesda, Breast Center Niederrhein, Ludwig-Weber-Strasse 15, 41061, Moenchengladbach, Germany
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Kunnuru SKR, Thiyagarajan M, Martin Daniel J, Singh K B. A Study on Clinical and Pathological Responses to Neoadjuvant Chemotherapy in Breast Carcinoma. BREAST CANCER-TARGETS AND THERAPY 2020; 12:259-266. [PMID: 33262647 PMCID: PMC7686913 DOI: 10.2147/bctt.s277588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022]
Abstract
Aim and objectives To assess the effectiveness of neo-adjuvant chemotherapy and its impact on the clinical and pathological response in locally advanced breast cancer. To compare molecular subtypes of breast cancer with response to neo-adjuvant chemotherapy. Patients and methods This was a prospective study on patients who received neoadjuvant chemotherapy for breast carcinoma for a 3-year period. A total of 60 patients who presented with locally advanced breast cancer (LABC) were treated with neoadjuvant chemotherapy. Forty patients were treated with the 5-fluorouracil, epirubicin, and cyclophosphamide (FEC) schedule, 16 patients were treated with Adriamycin and cyclophosphamide (AC), and four patients were treated with oral cyclophosphamide, intravenous methotrexate, and fluorouracil (CMF). Taxol was added in all node-positive cases, triple negative breast cancer (TNBC), and Her 2 positive cases. The clinical response was assessed with RECIST criteria after neoadjuvant chemotherapy. The response was compared with molecular subtypes of carcinoma breast and receptor status individually. Results A total of 60 female patients receiving primary chemotherapy for locally advanced breast malignancy were studied. The median age of the patients at the time of diagnosis was 44 years (range=24–73). In terms of menopausal status, 25 (42%) patients were pre-menopausal and 35 (58%) patients were post-menopausal. Histological classification showed invasive ductal carcinoma in 72% of patients, invasive lobular carcinoma in 15% of patients, and other types including mixed patterns in 13% of patients. Among 60 patients, 16 patients (26.6%) had clinically complete remission (cCR), 30 patients (50%) had partial remission, eight patients (13.3%) had stable disease, and six patients (10%) had progressive disease. Following neoadjuvant chemotherapy, 46 (76.6%) patient underwent Modified radical mastectomy surgery. Target therapy was given for Her2 neu patients after surgery. Hormonal therapy was added to hormone ER PR positive cases postoperatively. Eight patients (13.3%) among this operated cases attained complete pathological response. Conclusion Preoperative chemotherapy downstages the primary tumors and axillary metastasis in patients with locally advanced breast carcinoma. Comparison of molecular subtypes with chemotherapy response is a better way to find out the predictors of response to chemotherapy.
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Affiliation(s)
| | | | - Jovita Martin Daniel
- Medical Oncology Department, Sri Ramachandra Medical University, Chennai 600116, India
| | - Balaji Singh K
- General Surgery Department, Sri Ramachandra Medical University, Chennai 600116, India
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Dobruch-Sobczak K, Piotrzkowska-Wróblewska H, Klimoda Z, Secomski W, Karwat P, Markiewicz-Grodzicka E, Kolasińska-Ćwikła A, Roszkowska-Purska K, Litniewski J. Monitoring the response to neoadjuvant chemotherapy in patients with breast cancer using ultrasound scattering coefficient: A preliminary report. J Ultrason 2019; 19:89-97. [PMID: 31355579 PMCID: PMC6750328 DOI: 10.15557/jou.2019.0013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 04/10/2019] [Indexed: 11/22/2022] Open
Abstract
Objective: Neoadjuvant chemotherapy was initially used in locally advanced breast cancer, and currently it is recommended for patients with Stage 3 and with early-stage disease with human epidermal growth factor receptors positive or triple-negative breast cancer. Ultrasound imaging in combination with a quantitative ultrasound method is a novel diagnostic approach. Aim of study: The aim of this study was to analyze the variability of the integrated backscatter coefficient, and to evaluate their use to predict the effectiveness of treatment and compare to ultrasound examination results. Material and method: Ten patients (mean age 52.9) with 13 breast tumors (mean dimension 41 mm) were selected for neoadjuvant chemotherapy. Ultrasound was performed before the treatment and one week after each course of neoadjuvant chemotherapy. The dimensions were assessed adopting the RECIST criteria. Tissue responses were classified as pathological response into the following categories: not responded to the treatment (G1, cell reduction by ≤9%) and responded to the treatment partially: G2, G3, G4, cell reduction by 10-29% (G2), 30-90% (G3), >90% (G4), respectively, and completely. Results: In B-mode examination partial response was observed in 9/13 cases (completely, G1, G3, G4), and stable disease was demonstrated in 3/13 cases (completely, G1, G4). Complete response was found in 1/13 cases. As for backscatter coefficient, 10/13 tumors (completely, and G2, G3, and G4) were characterized by an increased mean value of 153%. Three tumors 3/13 (G1) displayed a decreased mean value of 31%. Conclusion: The variability of backscatter coefficient, could be associated with alterations in the structure of the tumor tissue during neoadjuvant chemotherapy. There were unequivocal differences between responded and non-responded patients. The backscatter coefficient analysis correlated better with the results of histopathological verification than with the B-mode RECIST criteria. Objective: Neoadjuvant chemotherapy was initially used in locally advanced breast cancer, and currently it is recommended for patients with Stage 3 and with early-stage disease with human epidermal growth factor receptors positive or triple-negative breast cancer. Ultrasound imaging in combination with a quantitative ultrasound method is a novel diagnostic approach. Aim of study: The aim of this study was to analyze the variability of the integrated backscatter coefficient, and to evaluate their use to predict the effectiveness of treatment and compare to ultrasound examination results. Material and method: Ten patients (mean age 52.9) with 13 breast tumors (mean dimension 41 mm) were selected for neoadjuvant chemotherapy. Ultrasound was performed before the treatment and one week after each course of neoadjuvant chemotherapy. The dimensions were assessed adopting the RECIST criteria. Tissue responses were classified as pathological response into the following categories: not responded to the treatment (G1, cell reduction by ≤9%) and responded to the treatment partially: G2, G3, G4, cell reduction by 10–29% (G2), 30–90% (G3), >90% (G4), respectively, and completely. Results: In B-mode examination partial response was observed in 9/13 cases (completely, G1, G3, G4), and stable disease was demonstrated in 3/13 cases (completely, G1, G4). Complete response was found in 1/13 cases. As for backscatter coefficient, 10/13 tumors (completely, and G2, G3, and G4) were characterized by an increased mean value of 153%. Three tumors 3/13 (G1) displayed a decreased mean value of 31%. Conclusion: The variability of backscatter coefficient, could be associated with alterations in the structure of the tumor tissue during neoadjuvant chemotherapy. There were unequivocal differences between responded and non-responded patients. The backscatter coefficient analysis correlated better with the results of histopathological verification than with the B-mode RECIST criteria.
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Affiliation(s)
- Katarzyna Dobruch-Sobczak
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland ; Radiology Department , M. Skłodowska-Curie Memorial Cancer Center and Institute of Oncology , Warsaw , Poland
| | - Hanna Piotrzkowska-Wróblewska
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland
| | - Ziemowit Klimoda
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland
| | - Wojciech Secomski
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland
| | - Piotr Karwat
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland
| | - Ewa Markiewicz-Grodzicka
- Chemiotherapy Department , M. Skłodowska-Curie Memorial Cancer Center and Institute of Oncology , Warsaw , Poland
| | - Agnieszka Kolasińska-Ćwikła
- Chemiotherapy Department , M. Skłodowska-Curie Memorial Cancer Center and Institute of Oncology , Warsaw , Poland
| | - Katarzyna Roszkowska-Purska
- Zakład Patomorfologii , M. Skłodowska-Curie Memorial Cancer Center and Institute of Oncology , Warsaw , Poland
| | - Jerzy Litniewski
- Ultrasound Department , Institute of Fundamental Technological Research , Polish Academy of Sciences , Warsaw , Poland
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Enhancement of breast cancer on pre-treatment dynamic contrast-enhanced MRI using computer-aided detection is associated with response to neo-adjuvant chemotherapy. Diagn Interv Imaging 2018; 99:773-781. [DOI: 10.1016/j.diii.2018.09.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 09/18/2018] [Accepted: 09/25/2018] [Indexed: 12/14/2022]
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9
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Chamming's F, Ueno Y, Ferré R, Kao E, Jannot AS, Chong J, Omeroglu A, Mesurolle B, Reinhold C, Gallix B. Features from Computerized Texture Analysis of Breast Cancers at Pretreatment MR Imaging Are Associated with Response to Neoadjuvant Chemotherapy. Radiology 2017; 286:412-420. [PMID: 28980886 DOI: 10.1148/radiol.2017170143] [Citation(s) in RCA: 93] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Purpose To evaluate whether features from texture analysis of breast cancers were associated with pathologic complete response (pCR) after neoadjuvant chemotherapy and to explore the association between texture features and tumor subtypes at pretreatment magnetic resonance (MR) imaging. Materials and Methods Institutional review board approval was obtained. This retrospective study included 85 patients with 85 breast cancers who underwent breast MR imaging before neoadjuvant chemotherapy between April 10, 2008, and March 12, 2015. Two-dimensional texture analysis was performed by using software at T2-weighted MR imaging and contrast material-enhanced T1-weighted MR imaging. Quantitative parameters were compared between patients with pCR and those with non-pCR and between patients with triple-negative breast cancer and those with non-triple-negative cancer. Multiple logistic regression analysis was used to determine independent parameters. Results Eighteen tumors (22%) were triple-negative breast cancers. pCR was achieved in 30 of the 85 tumors (35%). At univariate analysis, mean pixel intensity with spatial scaling factor (SSF) of 2 and 4 on T2-weighted images and kurtosis on contrast-enhanced T1-weighted images showed a significant difference between triple-negative breast cancer and non-triple-negative breast cancer (P = .009, .003, and .001, respectively). Kurtosis (SSF, 2) on T2-weighted images showed a significant difference between pCR and non-pCR (P = .015). At multiple logistic regression, kurtosis on T2-weighted images was independently associated with pCR in non-triple-negative breast cancer (P = .033). A multivariate model incorporating T2-weighted and contrast-enhanced T1-weighted kurtosis showed good performance for the identification of triple-negative breast cancer (area under the receiver operating characteristic curve, 0.834). Conclusion At pretreatment MR imaging, kurtosis appears to be associated with pCR to neoadjuvant chemotherapy in non-triple-negative breast cancer and may be a promising biomarker for the identification of triple-negative breast cancer. © RSNA, 2017.
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Affiliation(s)
- Foucauld Chamming's
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Yoshiko Ueno
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Romuald Ferré
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Ellen Kao
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Anne-Sophie Jannot
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Jaron Chong
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Atilla Omeroglu
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Benoît Mesurolle
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Caroline Reinhold
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
| | - Benoit Gallix
- From the Departments of Radiology (F.C., Y.U., R.F., E.K., J.C., B.M., C.R., B.G.) and Pathology (A.O.), McGill University Health Centre, Montréal, QC, Canada; and Departments of Radiology (F.C.) and Data Processing and Statistics (A.S.J.), Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, 20 rue Leblanc, 75908 Paris, France
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10
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Cheng M, Rizwan A, Jiang L, Bhujwalla ZM, Glunde K. Molecular Effects of Doxorubicin on Choline Metabolism in Breast Cancer. Neoplasia 2017; 19:617-627. [PMID: 28654865 PMCID: PMC5487306 DOI: 10.1016/j.neo.2017.05.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 05/15/2017] [Accepted: 05/22/2017] [Indexed: 12/16/2022]
Abstract
Abnormal choline phospholipid metabolism is a hallmark of cancer. The magnetic resonance spectroscopy (MRS) detected total choline (tCho) signal can serve as an early noninvasive imaging biomarker of chemotherapy response in breast cancer. We have quantified the individual components of the tCho signal, glycerophosphocholine (GPC), phosphocholine (PC) and free choline (Cho), before and after treatment with the commonly used chemotherapeutic drug doxorubicin in weakly metastatic human MCF7 and triple-negative human MDA-MB-231 breast cancer cells. While the tCho concentration did not change following doxorubicin treatment, GPC significantly increased and PC decreased. Of the two phosphatidylcholine-specific PLD enzymes, only PLD1, but not PLD2, mRNA was down-regulated by doxorubicin treatment. For the two reported genes encoding GPC phosphodiesterase, the mRNA of GDPD6, but not GDPD5, decreased following doxorubicin treatment. mRNA levels of choline kinase α (ChKα), which converts Cho to PC, were reduced following doxorubicin treatment. PLD1 and ChKα protein levels decreased following doxorubicin treatment in a concentration dependent manner. Treatment with the PLD1 specific inhibitor VU0155069 sensitized MCF7 and MDA-MB-231 breast cancer cells to doxorubicin-induced cytotoxicity. Low concentrations of 100 nM of doxorubicin increased MDA-MB-231 cell migration. GDPD6, but not PLD1 or ChKα, silencing by siRNA abolished doxorubicin-induced breast cancer cell migration. Doxorubicin induced GPC increase and PC decrease are caused by reductions in PLD1, GDPD6, and ChKα mRNA and protein expression. We have shown that silencing or inhibiting these genes/proteins can promote drug effectiveness and reduce adverse drug effects. Our findings emphasize the importance of detecting PC and GPC individually.
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Affiliation(s)
- Menglin Cheng
- Division of Cancer Imaging Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Asif Rizwan
- Division of Cancer Imaging Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lu Jiang
- Division of Cancer Imaging Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zaver M Bhujwalla
- Division of Cancer Imaging Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristine Glunde
- Division of Cancer Imaging Research, Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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11
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Agarwal K, Sharma U, Sah RG, Mathur S, Hari S, Seenu V, Parshad R, Jagannathan NR. Pre-operative assessment of residual disease in locally advanced breast cancer patients: A sequential study by quantitative diffusion weighted MRI as a function of therapy. Magn Reson Imaging 2017. [PMID: 28627463 DOI: 10.1016/j.mri.2017.06.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE The potential of diffusion weighted imaging (DWI) in assessing pathologic response and surgical margins in locally advanced breast cancer patients (n=38) undergoing neoadjuvant chemotherapy was investigated. METHODS DWI was performed at pre-therapy (Tp0), after I (Tp1) and III (Tp3) NACT at 1.5T. Apparent diffusion coefficient (ADC) of whole tumor (ADCWT), solid tumor (ADCST), intra-tumoral necrosis (ADCNec) was determined. Further, ADC of 6 consecutive shells (5mm thickness each) including tumor margin to outside tumor margins (OM1 to OM5) was calculated and the data analyzed to define surgical margins. RESULTS Of 38 patients, 6 were pathological complete responders (pCR), 19 partial responders (pPR) and 13 were non-responders (pNR). Significant increase was observed in ADCST and ADCWT in pCR and pPR following therapy. Pre-therapy ADC was significantly lower in pCR compared to pPR and pNR indicating the heterogeneous nature of tumor which may affect drug perfusion and consequently the response. ADC of outside margins (OM1, OM2, and OM3) was significantly different among pCR, pPR and pNR at Tp3 which may serve as response predictive parameter. Further, at Tp3, ADC of outside margins (OM1, OM2, and OM3) was significantly lower compared to that seen at Tp0 in pCR, indicating the presence of residual disease in these shells. CONCLUSION Pre-surgery information may serve as a guide to define cancer free margins and the extent of residual disease which may be useful in planning breast conservation surgery.
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Affiliation(s)
- Khushbu Agarwal
- Department of NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Uma Sharma
- Department of NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Rani G Sah
- Department of NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Sandeep Mathur
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Smriti Hari
- Department of Radio-diagnosis, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Vurthaluru Seenu
- Department of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
| | - Rajinder Parshad
- Department of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India
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12
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Shao Z, Chaudhri S, Guo M, Zhang L, Rea D. Neoadjuvant Chemotherapy in Triple Negative Breast Cancer: An Observational Study. Oncol Res 2017; 23:291-302. [PMID: 27131315 PMCID: PMC7838690 DOI: 10.3727/096504016x14562725373879] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Triple negative breast cancer (TNBC) is a phenotype of breast cancer with aggressive clinical behavior. Because of the absence of optimal treatment, the prognosis of this disease is poor. The main purpose of this study was to detect the response to neoadjuvant chemotherapy (NACT) in a TNBC cohort and compare the long-term survival between patients with and without pathological complete response (pCR). A total of 53 patients diagnosed with TNBC from 2005 to 2013 who received NACT at the University Hospital Birmingham were enrolled in this study. Overall survival (OS) and progression-free survival (PFS) were compared between the pCR group and non-pCR group. Demographic information and clinical or pathologic parameters were also analyzed to explore potential predictive and prognostic factors. Fourteen patients (26.4%) achieved pCR to NACT. In univariate analysis, patients with pCR had longer PFS time (p = 0.013) and OS time (p = 0.054) compared with their counterparts without pCR. In multivariate analysis, the existence of lymphovascular invasion (LVI) significantly reduced OS (HR = 17.404, 95% CI = 2.923–103.644) and PFS (HR = 7.776, 95% CI = 1.645–36.753). The achievement of pCR to NACT can significantly postpone the incidence of disease progression in patients with TNBC. There is not enough evidence showing its influence on ultimate survival. LVI may be a more potent prognostic factor than pCR in the TNBC cohort.
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Affiliation(s)
- Zhiying Shao
- School of Cancer Sciences, University of Birmingham, Birmingham, UK
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13
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Schrading S, Kuhl CK. Breast Cancer: Influence of Taxanes on Response Assessment with Dynamic Contrast-enhanced MR Imaging. Radiology 2015; 277:687-96. [PMID: 26176656 DOI: 10.1148/radiol.2015150006] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To prospectively investigate the influence of taxane-containing neoadjuvant chemotherapy (T-NACT) versus non-taxane-containing NACT (NT-NACT) on the contrast material enhancement of breast cancers, benign enhancing lesions (BELs), and background parenchymal enhancement (BPE) at dynamic contrast-enhanced magnetic resonance (MR) imaging. MATERIALS AND METHODS This institutional review board-approved study was performed in 62 patients with invasive breast cancer who underwent multiagent NACT with (n = 49) or without (n = 13) taxanes between 2008 and 2011. Written informed consent was obtained. Patients underwent dynamic contrast-enhanced MR imaging according to a standardized protocol before and 2 weeks after completing NACT. The percentage reduction of enhancement of breast cancers, BELs, and BPEs was calculated for patients undergoing NT-NACT versus those undergoing T-NACT. Final surgical pathologic results served as standard of reference. Changes in mean enhancement of breast cancers, BELs, and BPEs between the regimens were compared by using the Student t test for unpaired samples; for intraindividual comparison, the Student t test for paired samples was used. RESULTS Similar rates of complete pathologic response were observed after T-NACT and NT-NACT (28 [57.2%] of 49 vs eight [61.5%] of 13). T-NACT was associated with an almost complete suppression of enhancement in not only breast cancers but also BELs and BPE in the same patients, with an average reduction of enhancement of -89.9% ± 9.3, -90.2% ± 11.8, and -91.2% ± 7.5, respectively. After T-NACT, cancers with partial (n = 21) or complete (n = 28) pathologic response exhibited a similar reduction of enhancement (-81.8% ± 17.5 vs -93.9% ± 2.3; P = .22). The reduction of enhancement of cancers after NT-NACT was significantly less pronounced than that after T-NACT (-41.1% ± 22.8 vs 88.1% ± 13.9; P < .0001), and effects on enhancement of BELs and BPE were significantly less pronounced compared with effects on enhancement of cancers in the same women (P < .0001). MR imaging led to an overestimation of response (yielded false-negative results for residual disease) in 66.7% (14 of 21) of patients after T-NACT, versus in 20% (one of five) of patients after NT-NACT. CONCLUSION The reduction of enhancement observed in breast cancers after T-NACT is, in part, unrelated to their oncologic response. MR imaging-detectable effects of taxanes represent a combination of specific antimitotic and nonspecific antiangiogenic effects. This impacts the accuracy with which dynamic contrast-enhanced MR imaging helps predict complete pathologic response to T-NACT. (©) RSNA, 2015 Online supplemental material is available for this article.
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Affiliation(s)
- Simone Schrading
- From the Department of Diagnostic and Interventional Radiology, University of Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
| | - Christiane K Kuhl
- From the Department of Diagnostic and Interventional Radiology, University of Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
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Leong KM, Lau P, Ramadan S. Utilisation of MR spectroscopy and diffusion weighted imaging in predicting and monitoring of breast cancer response to chemotherapy. J Med Imaging Radiat Oncol 2015; 59:268-77. [PMID: 25913106 DOI: 10.1111/1754-9485.12310] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Accepted: 03/03/2015] [Indexed: 12/19/2022]
Abstract
Neoadjuvant chemotherapy (NACT) is the standard treatment option for breast cancer as more data shows that pathologic complete response (pCR) after NACT correlates with improved prognosis. MRI is accepted as the best imaging modality for evaluating the response to NACT in many studies as compared with clinical examination and other imaging modalities. In vivo magnetic resonance spectroscopy (MRS) and diffusion-weighted imaging (DWI) studies have both emerged as potential tools to provide early response indicators based on the changes in the metabolites and the apparent diffusion coefficient (ADC) respectively. In this review article, we aim to discuss the strength and limitations of MRS and DWI in monitoring of early response breast cancer to NACT.
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Affiliation(s)
- Kin Men Leong
- Department of Radiology, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Peter Lau
- Department of Radiology, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Saadallah Ramadan
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Newcastle, New South Wales, Australia
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15
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Saura C, Tseng LM, Chan S, Chacko RT, Campone M, Manikhas A, Nag SM, Leichman CG, Dasappa L, Fasching PA, Hurtado de Mendoza F, Symmans WF, Liu D, Mukhopadhyay P, Horak C, Xing G, Pusztai L. Neoadjuvant doxorubicin/cyclophosphamide followed by ixabepilone or paclitaxel in early stage breast cancer and evaluation of βIII-tubulin expression as a predictive marker. Oncologist 2013; 18:787-94. [PMID: 23853246 DOI: 10.1634/theoncologist.2013-0075] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND This randomized phase II trial was designed to compare the rate of pathologic complete response (pCR) induced by neoadjuvant cyclophosphamide plus doxorubicin (AC) followed by ixabepilone or paclitaxel in women with early stage breast cancer (BC). Expression of βIII-tubulin as a predictive marker was also evaluated. PATIENTS AND METHODS Women with untreated, histologically confirmed primary invasive breast adenocarcinoma received four cycles of AC followed by 1:1 randomization to either ixabepilone 40 mg/m2 (3-hour infusion) every 3 weeks for four cycles (n = 148) or weekly paclitaxel 80 mg/m2 (1-hour infusion) for 12 weeks (n = 147). All patients underwent a core needle biopsy of the primary cancer for molecular marker analysis prior to chemotherapy. βIII-Tubulin expression was assessed using immunohistochemistry. RESULTS There was no significant difference in the rate of pCR in the ixabepilone treatment arm (24.3%; 90% confidence interval [CI], 18.6-30.8) and the paclitaxel treatment arm (25.2%; 90% CI, 19.4-31.7). βIII-Tubulin-positive patients obtained higher pCR rates compared with βIII-tubulin-negative patients in both treatment arms; however, βIII-tubulin expression was not significantly associated with a differential response to ixabepilone or paclitaxel. The safety profiles of both regimens were generally similar, although neutropenia occurred more frequently in the ixabepilone arm (grade 3/4: 41.3% vs. 8.4%). The most common nonhematologic toxicity was peripheral neuropathy. CONCLUSIONS Neoadjuvant treatment of early stage BC with AC followed by ixabepilone every 3 weeks or weekly paclitaxel was well tolerated with no significant difference in efficacy. Higher response rates were observed among βIII-tubulin-positive patients.
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Affiliation(s)
- Cristina Saura
- Department of Medical Oncology, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
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16
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von Minckwitz G, Martin M. Neoadjuvant treatments for triple-negative breast cancer (TNBC). Ann Oncol 2013; 23 Suppl 6:vi35-9. [PMID: 23012300 DOI: 10.1093/annonc/mds193] [Citation(s) in RCA: 95] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Neoadjuvant chemotherapy provides a means both of improving subsequent surgical intervention and of testing novel therapies or combinations. Historically, triple-negative breast cancer (TNBC) has responded well in the neoadjuvant setting, with rates of pathological complete response (pCR) commonly higher than for other breast tumour types. However, more than half of TNBC patients do not achieve a pCR and have a very poor prognosis. The lack of drug-targetable receptors on TNBC tumours has made improving the available interventions in TNBC an area of important medical need. The routine use of neoadjuvant anthracycline/taxane combinations in TNBC is currently being supplemented by ongoing investigations of their use with other types of agent. In particular, the substantial proportion of TNBC tumours associated with BRCA1 mutations is driving clinical research into the use of DNA-damaging agents such as platinums, as well as of potentiators of DNA damage such as the investigational agent iniparib and inhibitors of poly-ADP ribose polymerase such as olaparib. Tyrosine kinase receptor inhibitors and microtubule-targeting inhibitors of cell cycling are also under active investigation. The use of neoadjuvant treatment with pCR as a surrogate of overall survival will allow the rapid evaluation and comparison of these and other much-needed new treatments for TNBC.
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Affiliation(s)
- G von Minckwitz
- German Breast Group, GBG Forschungs GmbH, Neu-Isenburg, Germany.
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17
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Invasive ductal carcinoma of the breast: correlation between tumor grade determined by ultrasound-guided core biopsy and surgical pathology. AJR Am J Roentgenol 2013; 200:W71-4. [PMID: 23255773 DOI: 10.2214/ajr.11.7461] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The purpose of this article is to evaluate the concordance between tumor grade found on ultrasound-guided core biopsies of invasive ductal carcinomas of the breast and subsequent excision specimens. MATERIALS AND METHODS We retrospectively studied 300 consecutive invasive ductal carcinomas (274 women) that were biopsied under sonographic guidance, using 14-gauge core needles exclusively, and that were subsequently excised surgically. A minimum of four cores were taken per lesion. Core biopsy grades were compared with final surgical grades (reference standard). Tumor grade was assigned using the standard modified Scarff-Bloom-Richardson system. The agreement rate was expressed in percentages and in kappa statistics; the rates of overestimation and underestimation were also assessed. The correlation between tumor size (small, ≤ 0.5 cm; medium, 0.6-2.4 cm; and large, ≥ 2.5 cm) and agreement rate was also evaluated. RESULTS The overall agreement between core biopsy and surgical pathology grade was 69% (simple κ = 0.46; 95% CI, 0.36-0.54). Agreement by biopsy grade was 86% (55/64) for grade 3, 66% (118/180) for grade 2, and 55% (23/42) for grade 1. Core biopsy underestimated 24% (70/286) and overestimated 7% (20/286) of the lesions. When discordant, core biopsy differed from excision by no more than one grade. Large tumors were more likely to show underestimation rather than overestimation when discordant (rate of underestimation, 92% for large, 81% for medium, and 33% for small tumors; p < 0.0031). CONCLUSION Ultrasound-guided core biopsy accurately predicts high-grade breast tumors but is moderately accurate for lower-grade lesions. Large tumor size negatively impacts the accuracy of tumor grade found on biopsy and is associated with underestimation.
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Wenners AS, Mehta K, Loibl S, Park H, Mueller B, Arnold N, Hamann S, Weimer J, Ataseven B, Darb-Esfahani S, Schem C, Mundhenke C, Khandan F, Thomssen C, Jonat W, Holzhausen HJ, von Minckwitz G, Denkert C, Bauer M. Neutrophil gelatinase-associated lipocalin (NGAL) predicts response to neoadjuvant chemotherapy and clinical outcome in primary human breast cancer. PLoS One 2012; 7:e45826. [PMID: 23056218 PMCID: PMC3467272 DOI: 10.1371/journal.pone.0045826] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2012] [Accepted: 08/24/2012] [Indexed: 01/24/2023] Open
Abstract
In our previous work we showed that NGAL, a protein involved in the regulation of proliferation and differentiation, is overexpressed in human breast cancer (BC) and predicts poor prognosis. In neoadjuvant chemotherapy (NACT) pathological complete response (pCR) is a predictor for outcome. The aim of this study was to evaluate NGAL as a predictor of response to NACT and to validate NGAL as a prognostic factor for clinical outcome in patients with primary BC. Immunohistochemistry was performed on tissue microarrays from 652 core biopsies from BC patients, who underwent NACT in the GeparTrio trial. NGAL expression and intensity was evaluated separately. NGAL was detected in 42.2% of the breast carcinomas in the cytoplasm. NGAL expression correlated with negative hormone receptor (HR) status, but not with other baseline parameters. NGAL expression did not correlate with pCR in the full population, however, NGAL expression and staining intensity were significantly associated with higher pCR rates in patients with positive HR status. In addition, strong NGAL expression correlated with higher pCR rates in node negative patients, patients with histological grade 1 or 2 tumors and a tumor size <40 mm. In univariate survival analysis, positive NGAL expression and strong staining intensity correlated with decreased disease-free survival (DFS) in the entire cohort and different subgroups, including HR positive patients. Similar correlations were found for intense staining and decreased overall survival (OS). In multivariate analysis, NGAL expression remained an independent prognostic factor for DFS. The results show that in low-risk subgroups, NGAL was found to be a predictive marker for pCR after NACT. Furthermore, NGAL could be validated as an independent prognostic factor for decreased DFS in primary human BC.
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Affiliation(s)
- Antonia Sophie Wenners
- Department of Gynecology and Obstetrics, University Medical Center Schleswig-Holstein, Kiel, Germany.
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Oda N, Shimazu K, Naoi Y, Morimoto K, Shimomura A, Shimoda M, Kagara N, Maruyama N, Kim SJ, Noguchi S. Intratumoral regulatory T cells as an independent predictive factor for pathological complete response to neoadjuvant paclitaxel followed by 5-FU/epirubicin/cyclophosphamide in breast cancer patients. Breast Cancer Res Treat 2012; 136:107-16. [PMID: 22986814 DOI: 10.1007/s10549-012-2245-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Accepted: 09/05/2012] [Indexed: 12/19/2022]
Abstract
Anti-tumor immunity is thought to play a significant role in chemotherapeutic response of breast tumors. In the present study, we investigated whether tumor infiltrating FOXP3+ regulatory T cells, CD8+ cytotoxic T cells, and IL17F+ helper T cells were associated with a pathological complete response (pCR) to neoadjuvant chemotherapy (NAC). Breast cancer patients (stages II and III, n = 180) who were treated with NAC consisting of sequential weekly paclitaxel followed by 5-FU/epirubicin/cyclophosphamide were included for this study. Core needle tumor specimens obtained before NAC were immunohistochemically examined for FOXP3, CD8, and IL17F. Intratumoral infiltration of FOXP3+, CD8+, and IL17F+ T cells was observed in 62.2, 80.0, and 62.2 % of tumors, respectively. FOXP3 and CD8 infiltrates, but not IL17F infiltrate, were significantly (P < 0.001 and P = 0.007, respectively) associated with a high-pCR rate (31.3 and 25.7 %, respectively), and breast tumors with both FOXP3 and CD8 infiltrates showed the highest pCR rate (33.0 %). Multivariate analysis indicated that only FOXP3 infiltrates (P = 0.014) and the conventional predictive factor Ki67 (P = 0.031) were statistically significant and independent predictors of pCR. Breast tumors with FOXP3 and CD8 infiltrates were more likely to achieve pCR. FOXP3 infiltrate, in combination with Ki67, could thus be used as a clinically useful predictor of response to NAC. The possible indirect mechanism through which chemotherapy exerts its anti-tumor activity, i.e., enhancing anti-tumor immunity by inhibiting FOXP3, was also suggested.
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Affiliation(s)
- Naofumi Oda
- Department of Breast and Endocrine Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, Japan
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Sharma U, Baek HM, Su MY, Jagannathan NR. In vivo 1H MRS in the assessment of the therapeutic response of breast cancer patients. NMR IN BIOMEDICINE 2011; 24:700-11. [PMID: 21793075 PMCID: PMC4226268 DOI: 10.1002/nbm.1654] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2010] [Revised: 11/10/2010] [Accepted: 11/12/2010] [Indexed: 05/15/2023]
Abstract
MRI and in vivo MRS have rapidly evolved as sensitive tools for diagnosis and therapeutic monitoring in cancer research. In vivo MRS provides information on tumor metabolism, which is clinically valuable in the diagnosis and assessment of tumor response to therapy for the management of women with breast diseases. Several centers complement breast MRI studies with (1)H MRS to improve the specificity of diagnosis. Malignant breast tissues show elevated water-to-fat ratio and choline-containing compounds (total choline, tCho), and any effect of therapy on tissue viability or metabolism will be manifested as changes in these levels. Sequential (1)H MRS studies have shown significantly reduced tCho levels during the course of therapy in patients who were responders. However, there are challenges in using in vivo MRS because of the relatively low sensitivity in detecting the tCho resonance with decreased lesion size or significant reduction in the tumor volume during therapy. MRS is also technically challenging because of the low signal-to-noise ratio and heterogeneous distribution of fat and glandular tissues in the breast. MRS is best utilized for the diagnosis of focal masses, most commonly seen in patients with ductal-type neoplasms; however, it has limitations in detecting nonfocal masses, such as the linear pattern of tumors seen in invasive lobular carcinoma. Further work is required to assess the clinical utility of quantitative MRS, with the goal of automation, which will reduce the subjectivity currently inherent in both qualitative and semi-quantitative MRS.
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Affiliation(s)
- Uma Sharma
- Department of NMR and MRI Facility, All India Institute of Medical Sciences, New Delhi, India
| | - Hyeon Man Baek
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Min Ying Su
- Tu & Yuen Center for Functional Onco-Imaging, University of California, Irvine, CA, USA
| | - Naranamangalam R. Jagannathan
- Department of NMR and MRI Facility, All India Institute of Medical Sciences, New Delhi, India
- Correspondence to: N. R. Jagannathan, Department of NMR and MRI Facility, All India Institute of Medical Sciences, New Delhi – 110029, India. ;
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Danishad KKA, Sharma U, Sah RG, Seenu V, Parshad R, Jagannathan NR. Assessment of therapeutic response of locally advanced breast cancer (LABC) patients undergoing neoadjuvant chemotherapy (NACT) monitored using sequential magnetic resonance spectroscopic imaging (MRSI). NMR IN BIOMEDICINE 2010; 23:233-241. [PMID: 20175134 DOI: 10.1002/nbm.1436] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
The potential of total choline (tCho) signal-to-noise ratio (SNR) (ChoSNR) and tumor volume in the assessment of tumor response in locally advanced breast cancer (LABC) patients (n = 30) undergoing neoadjuvant chemotherapy (NACT) was investigated using magnetic resonance spectroscopic imaging (MRSI) and conventional MRI at 1.5 T. Experiments were carried out sequentially at four time-points: prior to therapy and after I, II and III NACT and ChoSNR, and the tumor volume was measured. The MR response was compared with the clinical response. Sequential data of 25 patients were retrospectively analyzed by classifying them as clinical responders and non-responders. In 14 responders, the pre-therapy ChoSNR was 7.8 +/- 5.1. In 10/14 responders, no choline was observed after III NACT while in the remaining four patients the ChoSNR was reduced to 3.6 +/- 1.1 (p < 0.05). Non-responders showed no statistically significant change in ChoSNR. After III NACT, the tumor volume reduced by 84.0 +/- 14.8% in responders. Using receiver operating curve (ROC) analysis, cut-off values of 53% for ChoSNR and 47.5% for volume were obtained to differentiate responders from non-responders. The sensitivity to detect responders from non-responders using ChoSNR was 85.7% with 91% specificity while 100% sensitivity was observed for volume but with reduced specificity of 73%. Our results indicate that ChoSNR may serve as a useful parameter to predict tumor response to NACT with higher specificity compared to volume, suggesting its potential in effective treatment management.
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Kim SI, Sohn J, Koo JS, Park SH, Park HS, Park BW. Molecular Subtypes and Tumor Response to Neoadjuvant Chemotherapy in Patients with Locally Advanced Breast Cancer. Oncology 2010; 79:324-30. [DOI: 10.1159/000322192] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2010] [Accepted: 09/03/2010] [Indexed: 11/19/2022]
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Keam B, Im SA, Kim HJ, Oh DY, Kim JH, Lee SH, Chie EK, Han W, Kim DW, Moon WK, Kim TY, Park IA, Noh DY, Heo DS, Ha SW, Bang YJ. Prognostic impact of clinicopathologic parameters in stage II/III breast cancer treated with neoadjuvant docetaxel and doxorubicin chemotherapy: paradoxical features of the triple negative breast cancer. BMC Cancer 2007; 7:203. [PMID: 17976237 PMCID: PMC2217558 DOI: 10.1186/1471-2407-7-203] [Citation(s) in RCA: 113] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2007] [Accepted: 11/01/2007] [Indexed: 01/24/2023] Open
Abstract
Background Prognostic factors in locally advanced breast cancer treated with neoadjuvant chemotherapy differ from those of early breast cancer. The purpose of this study was to identify the clinical significance of potential predictive and prognostic factors in breast cancer patients treated by neoadjuvant chemotherapy. Methods A total of 145 stage II and III breast cancer patients received neoadjuvant docetaxel/doxorubicin chemotherapy were enrolled in this study. We examined the clinical and biological factors (ER, PR, p53, c-erbB2, bcl-2, and Ki-67) by immunohistochemistry. We analyzed clinical outcome and their correlation with clinicopathologic parameters. Results Among the clinicopathologic parameters investigated, none of the marker was correlated with response rate (RR) except triple negative phenotype. Patients with triple negative phenotype showed higher RR (83.0% in triple negative vs. 62.2% in non-triple negative, p = 0.012) and pathologic complete RR (17.0% in triple negative vs. 3.1% in non-triple negative, p = 0.005). However, relapse free survival (RFS) and overall survival (OS) were significantly shorter in triple negative breast cancer patients (p < 0.001, p = 0.021, respectively). Low histologic grade, positive hormone receptors, positive bcl-2 and low level of Ki-67 were associated with prolonged RFS. In addition, positive ER and positive bcl-2 were associated with prolonged OS. In our homogeneous patient population, initial clinical stage reflects RFS and OS more precisely than pathologic stage. In multivariate analysis, initial clinical stage was the only significant independent prognostic factor to impact on OS (hazard ratio 3.597, p = 0.044). Conclusion Several molecular markers provided useful predictive and prognostic information in stage II and III breast cancer patients treated with neoadjuvant docetaxel/doxorubicin chemotherapy. Triple negative phenotype was associated with shorter survival, even though it was associated with a higher response rate to neoadjuvant chemotherapy.
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Affiliation(s)
- Bhumsuk Keam
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
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