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Marín-Liébana S, Llor P, Serrano-García L, Fernández-Murga ML, Comes-Raga A, Torregrosa D, Pérez-García JM, Cortés J, Llombart-Cussac A. Gene Expression Signatures for Guiding Initial Therapy in ER+/HER2- Early Breast Cancer. Cancers (Basel) 2025; 17:1482. [PMID: 40361409 PMCID: PMC12071033 DOI: 10.3390/cancers17091482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Revised: 04/24/2025] [Accepted: 04/26/2025] [Indexed: 05/15/2025] Open
Abstract
In triple-negative (TNBC) and human epidermal growth factor receptor 2-positive (HER2+) breast cancer patients, neoadjuvant systemic therapy is the standard recommendation for tumors larger than 2 cm. Monitoring the response to primary systemic therapy allows for the assessment of treatment effects, the need for breast-conserving surgery (BCS), and the achievement of pathological complete responses (pCRs). In estrogen receptor-positive/HER2-negative (ER+/HER2-) breast cancer, the benefit of neoadjuvant strategies is controversial, as they have shown lower tumor downstaging and pCR rates compared to other breast cancers. In recent decades, several gene expression assays have been developed to tailor adjuvant treatments in ER+/HER2- early breast cancer (EBC) to identify the patients that will benefit the most from adjuvant chemotherapy (CT) and those at low risk who could be spared from undergoing CT. It is still a challenge to identify patients who will benefit from neoadjuvant systemic treatment (CT or endocrine therapy (ET)). Here, we review the published data on the most common gene expression signatures (MammaPrint (MP), BluePrint (BP), Oncotype Dx, PAM50, the Breast Cancer Index (BCI), and EndoPredict (EP)) and their ability to predict the response to neoadjuvant treatment, as well as the possibility of using them on core needle biopsies. Additionally, we review the changes in the gene expression signatures after neoadjuvant treatment, and the ongoing clinical trials related to the utility of gene expression signatures in the neoadjuvant setting.
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Affiliation(s)
- Sara Marín-Liébana
- Medical Oncology Department, Hospital Arnau de Vilanova, 46015 Valencia, Spain
- Doctoral School, Catholic University of Valencia San Vicente Mártir, 46001 Valencia, Spain
| | - Paula Llor
- Medical Oncology Department, Hospital Arnau de Vilanova, 46015 Valencia, Spain
| | | | - María Leonor Fernández-Murga
- Medical Oncology Department, Hospital Arnau de Vilanova, 46015 Valencia, Spain
- Translational Oncology Group, Facultad de Ciencias de la Salud, Universidad Cardenal-Herrera-CEU, 46115 Alfara del Patriarca, Spain
| | - Ana Comes-Raga
- Clinical Laboratory, Hospital Arnau de Vilanova, 46015 Valencia, Spain
| | | | - José Manuel Pérez-García
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Group, 08017 Barcelona, Spain
| | - Javier Cortés
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Group, 08017 Barcelona, Spain
- Department of Medicine, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, 28670 Madrid, Spain
| | - Antonio Llombart-Cussac
- Medical Oncology Department, Hospital Arnau de Vilanova, 46015 Valencia, Spain
- Translational Oncology Group, Facultad de Ciencias de la Salud, Universidad Cardenal-Herrera-CEU, 46115 Alfara del Patriarca, Spain
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Rios-Hoyo A, Xiong K, Dai J, Yau C, Marczyk M, García-Milian R, Wolf DM, Huppert LA, Nanda R, Hirst GL, Cobain EF, van ‘t Veer LJ, Esserman LJ, Pusztai L. Hormone Receptor-Positive HER2-Negative/MammaPrint High-2 Breast Cancers Closely Resemble Triple-Negative Breast Cancers. Clin Cancer Res 2025; 31:403-413. [PMID: 39561272 PMCID: PMC11747811 DOI: 10.1158/1078-0432.ccr-24-1553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 09/16/2024] [Accepted: 11/15/2024] [Indexed: 11/21/2024]
Abstract
PURPOSE The MammaPrint (MP) prognostic assay categorizes breast cancers into high- and low-risk subgroups, and the high-risk group can be further subdivided into high-1 (MP-H1), and very high-risk high-2 (MP-H2). The aim of this analysis was to assess clinical and molecular differences between the hormone receptor-positive (HR+)/HER2-negative MP-H1, -H2, and triple-negative (TN) MP-H1 and -H2 cancers. EXPERIMENTAL DESIGN Pretreatment gene expression data from 742 HER2-negative breast cancers enrolled in the I-SPY2 neoadjuvant trial were used. Prognostic risk categories were assigned using the MP assay. Transcriptional similarities across the four receptor and prognostic groups were assessed using principal component analyses and by identifying differentially expressed genes. We also examined pathologic complete response rates and event-free survivals by risk group. RESULTS Principal component analysis showed that HR+/MP-H2 tumors clustered with TN/MP-H2 cancers. Only 125 genes showed differential expression between the HR+/MP-H2 and TN/MP-H2 cancers, whereas 1,465 genes were differentially expressed between HR+/MP-H2 and -H1. Gene set analysis revealed similarly high expression of cell cycle, DNA repair, and immune infiltration-related pathways in HR+/MP-H2 and TN/MP-H2 cancers. HR+/MP-H2 cancers also showed low estrogen receptor-related gene expression. Pathologic complete response rates were similarly high in TN/MP-H2 and HR+/MP-H2 cancers (42% vs. 30.5%; P = 0.11), and MP-H2 cancers with residual cancer had similarly poor event-free survival regardless of estrogen receptor status. CONCLUSIONS In conclusion, HR+/MP-H2 cancers closely resemble TN breast cancers in transcriptional and clinical features and benefit from similar treatment strategies.
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Affiliation(s)
- Alejandro Rios-Hoyo
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
- To be considered as first authors
| | - Kaitlyn Xiong
- Yale School of Medicine, New Haven, Connecticut, USA
- To be considered as first authors
| | - Jiawei Dai
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Christina Yau
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Michal Marczyk
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Data Science and Engineering, Silesian University of Technology, Gliwice, Poland
| | - Rolando García-Milian
- Bioinformatics Support Program, Research and Education Services, Cushing/Whitney Medical Library, Yale University, New Haven, CT, United States of America
| | - Denise M. Wolf
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Laura A. Huppert
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA
| | - Rita Nanda
- Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine & Biological Sciences, Chicago, IL, USA
| | - Gillian L. Hirst
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - Laura J. van ‘t Veer
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Laura J. Esserman
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lajos Pusztai
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
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3
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Amylidi AL, Kontovinis L, Douganiotis G, Natsiopoulos I, Papazisis K. The Role of the NOLUS Score in Predicting pCR and iDFS in HR-positive HER2-negative Early Breast Cancer Patients who Received Neoadjuvant Chemotherapy. CANCER DIAGNOSIS & PROGNOSIS 2024; 4:775-782. [PMID: 39502621 PMCID: PMC11534053 DOI: 10.21873/cdp.10395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 08/29/2024] [Accepted: 08/30/2024] [Indexed: 11/08/2024]
Abstract
Background/Aim Breast cancer remains a significant health challenge, with neoadjuvant chemotherapy (NACT) improving clinical outcomes in certain subtypes. However, the role of NACT in hormone receptor-positive, HER2-negative (HR+/HER2-) breast cancer is unclear due to various outcomes and generally low rates of pathologic complete response (pCR). This study introduces the Non-Luminal Disease Score (NOLUS) as a potential predictive tool for assessing the response to NACT in these cases. Patients and Methods We retrospectively assessed patients diagnosed with locally advanced HR+/HER2- breast cancer who received NACT at our institution from 2009 to 2023. The study explored the association between NOLUS and pCR rates. NOLUS was calculated as positive or negative based on the percentage of estrogen receptor, progesterone receptor, and Ki-67 in tumor cells. We also investigated the correlation between pCR and invasive disease-free survival (iDFS), and examined NOLUS positivity across different age groups. Results A total of 149 patients met the inclusion criteria. NOLUS-positive patients exhibited a significantly higher pCR rate of 33.33% compared to 10.4% in NOLUS-negative patients (p=0.0031). With a median follow-up of 2.47 years, NOLUS-positive patients who achieved pCR had a 100% iDFS rate, mirroring the pCR versus residual disease patterns seen in triple-negative patients. NOLUS positivity was observed in 20.43% of patients aged 22-50, compared to 8.93% in those over 50, though this difference was not statistically significant. Conclusion NOLUS exhibits potential in predicting pCR in HR+/HER2- breast cancer, serving as a cost-effective substitute for genomic tests.
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Affiliation(s)
- Anna-Lea Amylidi
- Oncomedicare Oncology Group, Thessaloniki, Greece
- Department of Medical Oncology, University Hospital of Ioannina, Ioannina, Greece
| | - Loukas Kontovinis
- Oncomedicare Oncology Group, Thessaloniki, Greece
- Medical Oncology Department, Euromedica General Clinic, Thessaloniki, Greece
| | | | | | - Konstantinos Papazisis
- Oncomedicare Oncology Group, Thessaloniki, Greece
- Medical Oncology Department, Euromedica General Clinic, Thessaloniki, Greece
- Interbalkan European Medical Center, Thessaloniki, Greece
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4
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Ríos-Hoyo A, Cobain E, Huppert LA, Beitsch PD, Buchholz TA, Esserman L, van 't Veer LJ, Rugo HS, Pusztai L. Neoadjuvant Chemotherapy and Immunotherapy for Estrogen Receptor-Positive Human Epidermal Growth Factor 2-Negative Breast Cancer. J Clin Oncol 2024; 42:2632-2636. [PMID: 38593393 DOI: 10.1200/jco.23.02614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/24/2024] [Accepted: 02/14/2024] [Indexed: 04/11/2024] Open
Affiliation(s)
| | | | - Laura A Huppert
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA
| | | | | | - Laura Esserman
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA
| | - Laura J van 't Veer
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA
| | - Hope S Rugo
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA
| | - Lajos Pusztai
- Yale Cancer Center, Yale School of Medicine, New Haven, CT
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Wang M, Zhang M, Chen H. The Added Prognostic Value of Oncotype Recurrence Score to AJCC Prognostic Staging System in Stage III ER+/HER2- Breast Cancer. Adv Ther 2023; 40:3912-3925. [PMID: 37382865 DOI: 10.1007/s12325-023-02566-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/19/2023] [Indexed: 06/30/2023]
Abstract
INTRODUCTION Prognostic prediction based on prognostic stage (PS) with the Oncotype DX recurrence score (RS) has not been validated in stage III ER+/HER2- breast cancer. This study aimed to evaluate the added prognostic significance of RS incorporated with the PS system and to compare the prognostic prediction improvement with anatomic TNM stage (AS) using nomogram construction. METHODS The SEER database was indexed to identify ER+/HER2- invasive ductal or lobular breast cancer in AS IIIA-IIIC with RS results diagnosed from 2004 to 2013. Patients with RS < 18, 18-30 and > 30 were categorized into low-, intermediate- and high-risk RS groups. Comparisons of the distribution of clinical-pathologic characteristics among RS risk groups were performed using Pearson's chi-square test. Breast cancer-specific survival (BCSS) was estimated using the Kaplan-Meier method and compared across RS or PS by log-rank test. Cox regression was used to evaluate the factors independently related to BCSS. A nomogram comprised of PS and RS was constructed with discrimination, calibration and clinical benefit evaluated. RESULTS Altogether 629 patients who received RS were enrolled. There were 326 cases (51.8%) with low-risk RS, 237 (37.7%) with intermediate-risk RS and 66 (10.5%) with high-risk RS; 344 patients (54.7%) had PS IB, 84 (13.4%) had IIB, 150 (23.8%) had IIIA, 46 (7.3%) had IIIB, and only 5 had (0.8%) IIIC. Both PS and RS were independent prognostic factors for BCSS. There were significant or trends of differences in survival among RS within subtypes stratified by PS. There were significant differences in survival among PS only within intermediate-risk RS. A nomogram prediction 5-year BCSS was constructed with a c-index of 0.811. Lower histologic grade, positive PR and fewer positive lymph nodes were independently correlated with low-risk RS. CONCLUSION PS incorporated with RS had improved prognostic significance for stage III ER+/HER 2- breast cancer.
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Affiliation(s)
- Maoli Wang
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Mingdi Zhang
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Hongliang Chen
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China.
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Jensen MB, Pedersen CB, Misiakou MA, Talman MLM, Gibson L, Tange UB, Kledal H, Vejborg I, Kroman N, Nielsen FC, Ejlertsen B, Rossing M. Multigene profiles to guide the use of neoadjuvant chemotherapy for breast cancer: a Copenhagen Breast Cancer Genomics Study. NPJ Breast Cancer 2023; 9:47. [PMID: 37258527 DOI: 10.1038/s41523-023-00551-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 05/17/2023] [Indexed: 06/02/2023] Open
Abstract
Estrogen receptor (ER) and human epidermal growth factor 2 (HER2) expression guide the use of neoadjuvant chemotherapy (NACT) in patients with early breast cancer. We evaluate the independent predictive value of adding a multigene profile (CIT256 and PAM50) to immunohistochemical (IHC) profile regarding pathological complete response (pCR) and conversion of positive to negative axillary lymph node status. The cohort includes 458 patients who had genomic profiling performed as standard of care. Using logistic regression, higher pCR and node conversion rates among patients with Non-luminal subtypes are shown, and importantly the predictive value is independent of IHC profile. In patients with ER-positive and HER2-negative breast cancer an odds ratio of 9.78 (95% CI 2.60;36.8), P < 0.001 is found for pCR among CIT256 Non-luminal vs. Luminal subtypes. The results suggest a role for integrated use of up-front multigene subtyping for selection of a neoadjuvant approach in ER-positive HER2-negative breast cancer.
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Affiliation(s)
- M-B Jensen
- Danish Breast Cancer Cooperative Group, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.
| | - C B Pedersen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Section for Bioinformatics, DTU Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - M-A Misiakou
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - M-L M Talman
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - L Gibson
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - U B Tange
- Department of Clinical Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - H Kledal
- Department of Breast Examinations, Copenhagen University Hospital, Herlev-Gentofte, Copenhagen, Denmark
| | - I Vejborg
- Department of Breast Examinations, Copenhagen University Hospital, Herlev-Gentofte, Copenhagen, Denmark
| | - N Kroman
- Department of Breast Surgery, Herlev-Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - F C Nielsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - B Ejlertsen
- Danish Breast Cancer Cooperative Group, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - M Rossing
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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7
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Lee SE, Ahn SG, Ji JH, Kook Y, Jang JS, Baek SH, Jeong J, Bae SJ. Optimal treatment strategy for hormone receptor-positive human epidermal growth factor receptor 2-negative breast cancer patients with 1-2 suspicious axillary lymph node metastases on breast magnetic resonance imaging: upfront surgery vs. neoadjuvant chemotherapy. Front Oncol 2023; 13:936148. [PMID: 37265793 PMCID: PMC10230027 DOI: 10.3389/fonc.2023.936148] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 04/13/2023] [Indexed: 06/03/2023] Open
Abstract
Background It is unclear whether upfront surgery or neoadjuvant chemotherapy is appropriate for first treatment in hormone receptor (HR)-positive human epidermal growth factor receptor 2 (HER2)-negative breast cancer patients with 1-2 suspicious axillary lymph node (ALN) metastases on preoperative breast magnetic resonance imaging (MRI). Method We identified 282 patients with HR+HER2- breast cancer and 1-2 suspicious ALN metastases on baseline breast MRI (147 received upfront surgery; 135 received neoadjuvant chemotherapy). We evaluated the predictive clinicopathological factors for pN2-3 in the adjuvant setting and axillary pathologic complete response (pCR) in the neoadjuvant setting. Results Lymphovascular invasion (LVI)-positive and clinical tumors >3 cm were significantly associated with pN2-3 in patients who received upfront surgery. The pN2-3 rate was 9.3% in patients with a clinical tumor ≤ 3 cm and LVI-negative versus 34.7% in the others (p < 0.001). The pN2-3 rate in patients with a clinical tumor ≤ 3 cm and LVI-negative and in the others were 9.3% versus 34.7% in all patients (p < 0.001), 10.7% versus 40.0% (p = 0.033) in patients aged < 50 years, and 8.5% versus 31.0% in patients aged ≥ 50 years (p < 0.001), respectively. In the neoadjuvant setting, patients with tumor-infiltrating lymphocytes (TILs) ≥ 20% had a higher axillary pCR than those with TILs < 20% (46.7% vs. 15.3%, p < 0.001). A similar significant finding was also observed in patients < 50 years. Conclusions Upfront surgery may be preferable for patients aged ≥ 50 years with a clinical tumor < 3 cm and LVI-negative, while neoadjuvant chemotherapy may be preferable for those aged < 50 years with TILs ≥ 20%.
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Affiliation(s)
- Seung Eun Lee
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jung Hwan Ji
- Department of Surgery, Catholic Kwandong University International St. Mary’s Hospital, Incheon, Republic of Korea
| | - Yoonwon Kook
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ji Soo Jang
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Ho Baek
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
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8
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Freeman JQ, Shubeck S, Howard FM, Chen N, Nanda R, Huo D. Evaluation of multigene assays as predictors for response to neoadjuvant chemotherapy in early-stage breast cancer patients. NPJ Breast Cancer 2023; 9:33. [PMID: 37149628 PMCID: PMC10164191 DOI: 10.1038/s41523-023-00536-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 04/20/2023] [Indexed: 05/08/2023] Open
Abstract
OncotypeDX and MammaPrint assays have not been validated to predict pathologic complete response (pCR) to neoadjuvant chemotherapy (NACT) in early-stage breast cancer patients. We analyzed the 2010-2019 National Cancer Database and found that high OncotypeDX recurrence scores or high MammaPrint scores were associated with greater odds of pCR. Our findings suggest that OncotypeDX and MammaPrint testing predict pCR after NACT and could facilitate clinical decision-making between clinicians and patients.
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Affiliation(s)
- Jincong Q Freeman
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Sarah Shubeck
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Frederick M Howard
- Department of Medicine, Section of Hematology & Oncology, University of Chicago, Chicago, IL, USA
| | - Nan Chen
- Department of Medicine, Section of Hematology & Oncology, University of Chicago, Chicago, IL, USA
| | - Rita Nanda
- Department of Medicine, Section of Hematology & Oncology, University of Chicago, Chicago, IL, USA
| | - Dezheng Huo
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA.
- Department of Medicine, Section of Hematology & Oncology, University of Chicago, Chicago, IL, USA.
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9
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Tailoring neoadjuvant treatment of HR-positive/HER2-negative breast cancers: Which role for gene expression assays? Cancer Treat Rev 2022; 110:102454. [PMID: 35987149 DOI: 10.1016/j.ctrv.2022.102454] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/05/2022] [Accepted: 08/06/2022] [Indexed: 11/20/2022]
Abstract
Neoadjuvant chemotherapy (NACT) for breast cancer (BC) increases surgical and conservative surgery chances. However, a significant proportion of patients will not be eligible for conservative surgery following NACT because of large tumor size and/or low chemosensitivity, especially for hormone receptor (HR)-positive/ human epidermal growth factor receptor 2 (HER2)-negative tumors, for which pathological complete response rates are lower than for other BC subtypes. On the other hand, for luminal BC neoadjuvant endocrine therapy could represent a valid alternative. Several gene expression assays have been introduced into clinical practice in last decades, in order to define prognosis more accurately than clinico-pathological features alone and to predict the benefit of adjuvant treatments. A series of studies have demonstrated the feasibility of using core needle biopsy for gene expression risk testing, finding a high concordance rate in the risk result between biopsy sample and surgical samples. Based on these premises, recent efforts have focused on the utility of gene expression signatures to guide therapeutic decisions even in the neoadjuvant setting. Several prospective and retrospective studies have investigated the correlation between gene expression risk score from core needle biopsy before neoadjuvant therapy and the likelihood of 1) clinical and pathological response to neoadjuvant chemotherapy and endocrine therapy, 2) conservative surgery after neoadjuvant chemotherapy and endocrine therapy, and 3) survival following neoadjuvant chemotherapy and endocrine therapy. The purpose of this review is to provide an overview of the potential clinical utility of the main commercially available gene expression panels (Oncotype DX, MammaPrint, EndoPredict, Prosigna/PAM50 and Breast Cancer Index) in the neoadjuvant setting, in order to better inform decision making for luminal BC beyond the exclusive contribution of clinico-pathological features.
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10
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Derouane F, van Marcke C, Berlière M, Gerday A, Fellah L, Leconte I, Van Bockstal MR, Galant C, Corbet C, Duhoux FP. Predictive Biomarkers of Response to Neoadjuvant Chemotherapy in Breast Cancer: Current and Future Perspectives for Precision Medicine. Cancers (Basel) 2022; 14:3876. [PMID: 36010869 PMCID: PMC9405974 DOI: 10.3390/cancers14163876] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/05/2022] [Accepted: 08/09/2022] [Indexed: 02/07/2023] Open
Abstract
Pathological complete response (pCR) after neoadjuvant chemotherapy in patients with early breast cancer is correlated with better survival. Meanwhile, an expanding arsenal of post-neoadjuvant treatment strategies have proven beneficial in the absence of pCR, leading to an increased use of neoadjuvant systemic therapy in patients with early breast cancer and the search for predictive biomarkers of response. The better prediction of response to neoadjuvant chemotherapy could enable the escalation or de-escalation of neoadjuvant treatment strategies, with the ultimate goal of improving the clinical management of early breast cancer. Clinico-pathological prognostic factors are currently used to estimate the potential benefit of neoadjuvant systemic treatment but are not accurate enough to allow for personalized response prediction. Other factors have recently been proposed but are not yet implementable in daily clinical practice or remain of limited utility due to the intertumoral heterogeneity of breast cancer. In this review, we describe the current knowledge about predictive factors for response to neoadjuvant chemotherapy in breast cancer patients and highlight the future perspectives that could lead to the better prediction of response, focusing on the current biomarkers used for clinical decision making and the different gene signatures that have recently been proposed for patient stratification and the prediction of response to therapies. We also discuss the intratumoral phenotypic heterogeneity in breast cancers as well as the emerging techniques and relevant pre-clinical models that could integrate this biological factor currently limiting the reliable prediction of response to neoadjuvant systemic therapy.
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Affiliation(s)
- Françoise Derouane
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Cédric van Marcke
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Martine Berlière
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Gynecology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Gynecology (GYNE), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Amandine Gerday
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Gynecology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Latifa Fellah
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Radiology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Isabelle Leconte
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Radiology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Mieke R. Van Bockstal
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Pathology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Christine Galant
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Pathology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Cyril Corbet
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Pharmacology and Therapeutics (FATH), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Francois P. Duhoux
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
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11
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Griguolo G, Bottosso M, Vernaci G, Miglietta F, Dieci MV, Guarneri V. Gene-expression signatures to inform neoadjuvant treatment decision in HR+/HER2- breast cancer: Available evidence and clinical implications. Cancer Treat Rev 2021; 102:102323. [PMID: 34896969 DOI: 10.1016/j.ctrv.2021.102323] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 11/28/2021] [Accepted: 11/29/2021] [Indexed: 02/02/2023]
Abstract
Over the last few years, the indication for chemotherapy use in HR+/HER2- early BC has been significantly modified by the introduction of gene-expression profiling. In the adjuvant setting, several gene-expression signatures have been validated to discriminate early stage HR+/HER2- BC with different prognosis and to identify patients for which adjuvant chemotherapy can be spared. Considering their ability to optimize the choice of adjuvant treatment and the increasing use of neoadjuvant approach in early BC, the potential use of gene-expression signatures to discriminate patients to be candidate to neoadjuvant chemotherapy or endocrine treatment appears particularly appealing. Indeed, the San Gallen Consensus Conference panel recently endorsed the use of genomic assays on core biopsies as a potential strategy for choosing the type of neoadjuvant treatment (chemotherapy or endocrine therapy) in selected patients. In this context, we here review evidence supporting the use of most common commercially available gene-expression signatures (Oncotype DX, MammaPrint, PAM50, EndoPredict and Breast Cancer Index) in patients receiving neoadjuvant therapy for HR+/HER2- BC. Data on the association of gene expression signatures and response to neoadjuvant chemotherapy or neoadjuvant endocrine therapy will be reviewed and the clinical implications of this data to guide the clinical decision-making process in early HR+/HER2- BC will be discussed.
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Affiliation(s)
- Gaia Griguolo
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy; Division of Oncology 2, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Michele Bottosso
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Grazia Vernaci
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy; Division of Oncology 2, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Federica Miglietta
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy; Division of Oncology 2, Istituto Oncologico Veneto IRCCS, Padova, Italy.
| | - Valentina Guarneri
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy; Division of Oncology 2, Istituto Oncologico Veneto IRCCS, Padova, Italy
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12
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Nam G, Singh K, Lopresti ML, Ouseph MM, Wang LJ, Wang Y. How Does Invasive Breast Cancer Oncotype Dx Recurrence Score on Core Needle Biopsies Influence Neoadjuvant Treatment Decision? A Descriptive Study. Technol Cancer Res Treat 2021; 20:15330338211035037. [PMID: 34696631 PMCID: PMC8552406 DOI: 10.1177/15330338211035037] [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] [Indexed: 11/23/2022] Open
Abstract
Background: Oncotype Dx (ODx) is a genomic assay which estimates the risk of distant recurrence and predicts adjuvant chemotherapy benefit in early stage breast cancer patients. Most ODx data is derived from excisional specimens. Aim: We assess the utility of ODx on core needle biopsies (CNB) and measure its impact on neoadjuvant treatment decisions, particularly in patients with clinically complicated situations. Methods: Consecutive ODx results on breast CNBs with invasive carcinoma from 2012-2020 at 3 tertiary care hospitals with dedicated Breast Health Centers were reviewed. Clinical indications to perform ODx on CNB were recorded through a review of patients’ electronic medical records. Clinicopathologic features, surgical or oncologic modalities and follow-up data were recorded. Results: Three distinct clinical indications for performing ODx on CNB in 85 ER+ invasive breast carcinomas were identified: 1) Excisions with insufficient tissue to perform ODx, 2) adjudicate neoadjuvant therapy versus primary surgical resection, and 3) select neoadjuvant chemotherapy (NAC) versus neoadjuvant endocrine therapy (NET). Primary surgery was selected in patients with low score RS (<18), and NET was preferred in patients with intermediate or high RS (>18). NET was preferred over NAC in patients with low RS (<18). Conclusion: This study shows that CNB ODx RS helps guide treatment decisions in a neoadjuvant setting along with other contributing factors such as the presence of pathogenic mutations, node positivity, patient age, and comorbidities. The use of ODx on CNB is furthermore valuable in the midst of the COVID-19 pandemic for early breast cancer patients to administer effective therapy in a timely manner.
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Affiliation(s)
- Gahie Nam
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Kamaljeet Singh
- Department of Pathology, Women and Infants Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Mary L Lopresti
- Department of Medical Oncology, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Madhu M Ouseph
- Department of Pathology, Weill Cornell Medicine, NY, USA
| | - Li Juan Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Yihong Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
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13
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Crown A, Sevilimedu V, Morrow M. Palpable Adenopathy Does Not Indicate High-Volume Axillary Nodal Disease in Hormone Receptor-Positive Breast Cancer. Ann Surg Oncol 2021; 28:6060-6068. [PMID: 33876360 DOI: 10.1245/s10434-021-09943-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/17/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Axillary metastases in the form of palpable adenopathy indicate the need for neoadjuvant chemotherapy or axillary lymph node dissection (ALND). Patients with hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) disease infrequently have nodal pathologic complete response to neoadjuvant chemotherapy and often require ALND. Sentinel lymph node biopsy is an accepted treatment for patients with two or fewer non-palpable nodal metastases who are undergoing breast conservation. The proportion of patients with HR+/HER2- disease with palpable adenopathy and two or fewer nodal metastases is unknown. METHODS Patients with cT1-T3N1 HR+/HER2- disease with palpable adenopathy were identified from a prospective database. Patients who underwent mastectomy or breast-conserving therapy with ALND were included in this study, whereas patients who received neoadjuvant chemotherapy were excluded. Clinicopathologic characteristics were compared between patients with two or fewer or more than two positive nodes on ALND. RESULTS Of 180 patients included, 78 (43%) had two or fewer positive nodes on ALND, including 40/72 patients (56%) who underwent lumpectomy. On univariate analysis, cT1 tumor, unifocal tumor, only one palpable node, and two or fewer suspicious nodes on ultrasound were associated with two or fewer positive nodes on ALND. On multivariable analysis, number of suspicious nodes on ultrasound and cT stage were independently associated with two or fewer positive nodes on ALND. CONCLUSIONS A substantial minority of patients with cT1-3N1 HR+/HER2- disease with palpable adenopathy had two or fewer positive nodes on ALND. Standard clinicopathologic features and ultrasound findings can help identify candidates for upfront sentinel lymph node biopsy as a strategy to avoid ALND. Prospective studies evaluating this approach are warranted.
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Affiliation(s)
- Angelena Crown
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Varadan Sevilimedu
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Monica Morrow
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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14
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Zhang J, Xiao L, Pu S, Liu Y, He J, Wang K. Can We Reliably Identify the Pathological Outcomes of Neoadjuvant Chemotherapy in Patients with Breast Cancer? Development and Validation of a Logistic Regression Nomogram Based on Preoperative Factors. Ann Surg Oncol 2021; 28:2632-2645. [PMID: 33095360 PMCID: PMC8043913 DOI: 10.1245/s10434-020-09214-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/16/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Pathological responses of neoadjuvant chemotherapy (NCT) are associated with survival outcomes in patients with breast cancer. Previous studies constructed models using out-of-date variables to predict pathological outcomes, and lacked external validation, making them unsuitable to guide current clinical practice. OBJECTIVE The aim of this study was to develop and validate a nomogram to predict the objective remission rate (ORR) of NCT based on pretreatment clinicopathological variables. METHODS Data from 110 patients with breast cancer who received NCT were used to establish and calibrate a nomogram for pathological outcomes based on multivariate logistic regression. The predictive performance of this model was further validated using a second cohort of 55 patients with breast cancer. Discrimination of the prediction model was assessed using an area under the receiver operating characteristic curve (AUC), and calibration was assessed using calibration plots. The diagnostic odds ratio (DOR) was calculated to further evaluate the performance of the nomogram and determine the optimal cut-off value. RESULTS The final multivariate regression model included age, NCT cycles, estrogen receptor, human epidermal growth factor receptor 2 (HER2), and lymphovascular invasion. A nomogram was developed as a graphical representation of the model and showed good calibration and discrimination in both sets (an AUC of 0.864 and 0.750 for the training and validation cohorts, respectively). Finally, according to the Youden index and DORs, we assigned an optimal ORR cut-off value of 0.646. CONCLUSION We developed a nomogram to predict the ORR of NCT in patients with breast cancer. Using the nomogram, for patients who are operable and whose ORR is < 0.646, we believe that the benefits of NCT are limited and these patients can be treated directly using surgery.
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Affiliation(s)
- Jian Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, China
| | - Linhai Xiao
- School of Public Health, Fudan University, No. 130 Dong'an Road, Shanghai, 200032, China
| | - Shengyu Pu
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, China
| | - Yang Liu
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, China
| | - Jianjun He
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, China.
| | - Ke Wang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, China.
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15
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Boland MR, Al-Maksoud A, Ryan ÉJ, Balasubramanian I, Geraghty J, Evoy D, McCartan D, Prichard RS, McDermott EW. Value of a 21-gene expression assay on core biopsy to predict neoadjuvant chemotherapy response in breast cancer: systematic review and meta-analysis. Br J Surg 2021; 108:24-31. [PMID: 33640948 DOI: 10.1093/bjs/znaa048] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/02/2020] [Accepted: 09/19/2020] [Indexed: 01/11/2023]
Abstract
BACKGROUND A recurrence score based on a 21-gene expression assay predicts the benefit of adjuvant chemotherapy in oestrogen receptor (ER)-positive, human epidermal growth factor receptor 2 (HER2)-negative breast cancer. This systematic review aimed to determine whether the 21-gene expression assay performed on core biopsy at diagnosis predicted pathological complete response (pCR) to neoadjuvant chemotherapy. METHODS The study was performed according to PRISMA guidelines. Relevant databases were searched to identify studies assessing the value of the 21-gene expression assay recurrence score in predicting response to neoadjuvant chemotherapy in patients with breast cancer. The Newcastle-Ottawa Scale was used to assess the quality of the studies. Results are reported as risk ratio (RR) with 95 per cent confidence interval using the Cochrane-Mantel-Haenszel method for meta-analysis. Sensitivity analyses were carried out where appropriate. RESULTS Seven studies involving 1744 patients reported the correlation between pretreatment recurrence score and pCR. Of these, 777 patients (44.6 per cent) had a high recurrence score and 967 (55.4 per cent) a low-intermediate score. A pCR was achieved in 94 patients (5.4 per cent). The pCR rate was significantly higher in the group with a high recurrence score than in the group with a low-intermediate score (10.9 versus 1.1 per cent; RR 4.47, 95 per cent c.i. 2.76 to 7.21; P < 0.001). A significant risk difference was observed between the two groups (risk difference 0.10, 0.04 to 0.15; P = 0.001). CONCLUSION A high recurrence score is associated with higher pCR rates and a low-intermediate recurrence score may indicate chemoresistance. Routine assessment of recurrence score by the 21-gene expression assay on core biopsy might be of value when considering neoadjuvant chemotherapy in patients with ER-positive, HER2-negative breast cancer.
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Affiliation(s)
- M R Boland
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - A Al-Maksoud
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - É J Ryan
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - I Balasubramanian
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - J Geraghty
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - D Evoy
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - D McCartan
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - R S Prichard
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - E W McDermott
- Department of Breast Surgery, St Vincent's University Hospital, Dublin, Ireland
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16
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Morales Murillo S, Gasol Cudos A, Veas Rodriguez J, Canosa Morales C, Melé Olivé J, Vilardell Villellas F, Sanchez Guzman DR, Iglesias Martínez E, Salud Salvia A. Selection of neoadjuvant treatment based on the 21-GENE test results in luminal breast cancer. Breast 2021; 56:35-41. [PMID: 33601299 PMCID: PMC7900764 DOI: 10.1016/j.breast.2021.01.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 01/07/2021] [Accepted: 01/11/2021] [Indexed: 12/24/2022] Open
Abstract
Neoadjuvant chemotherapy (NAC) is an optimal option in early breast cancer, but in ER-positive/HER2-negative (luminal) is still controversial, although a survival benefit has recently been observed when a histological response by Symmans’ method type 0 or I is achieved. The 21-gene Oncotype DX Breast Recurrence Score® assay (Oncotype DX®) is a validated test to assess the survival benefit of adjuvant chemotherapy in these patients but its role in the neoadjuvant setting is less established. We analyzed the results of the Oncotype DX® test in a cohort of 122 consecutive patients selected to receive NAC based on classical clinicopathological parameters and the correlation between the Oncotype DX® results and the pathological response assessed by Symmans’ method. Median age was 56.5 (range 31–84) years. Initial tumor size was T1 (<20 mm) in 46 patients (37.7%), 57 (46.7%) had a T2 tumor (20–50 mm), and 19 (15.6%) had a tumor size more than 50 mm. 59 (48.4%) had axillary node involvement. The median expression estrogen and progesteron receptors by immunohistochemistry was 280 and 120 respectively and median Ki67 index was 28%. The Recurrence Score (RS) results were <11 in 21 patients (17.2%) patients, RS 11 to 25 in 58 (47.5%), and RS > 25 in 43 (35.2%). Considering the Oncotype DX test results, neoadjuvant chemotherapy was administered to 60 patients (49%), 11 (9%) received adjuvant chemotherapy and 51 (42%) no chemotherapy. Testing with the assay has therefore led to 42% fewer chemotherapy treatments. Among 60 patients receiving NAC, pathologic response was achieved for 5 patients (8.3%) with RCB-0 and 15 RCB-1 (25%). We did not find any pathological response RCB-0 and RCB-I in the 20 patients who received NAC and had a Recurrence Score result <21 for the premenopausal group, or a RS result <25 for the postmenopausal group. For patients with highest Recurrence Score results (RS > 21 or 25 according to menopausal status) it was 12% (5/40) RCB-0 and 40% (16/40) RCB-I. Conclusions The Oncotype DX test could be a useful tool to select patients candidates for neoadjuvant chemotherapy in luminal breast cancer. Neoadjuvant chemotherapy could be avoided in 42% of patients. We found a correlation between Recurrence Score results and pathological response with 14% of RCB-0 and a total of 47% of significant pathological response type RCB-0 and RCB-I in patients with highest Recurrence Score results. Interestingly, patients with a Recurrence Score result inferior to 32 did not get any histological response type 0 and only 5% RCB-I. All comments are reviewed in the main manuscript text. We have introduced changes in tables and Figures according Editor′s comments. It is an academic study and we don′t received any founding and we appreciate all patients who participated.
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Affiliation(s)
- Serafin Morales Murillo
- Oncology Department of Hospital, Arnau de Vilanova de Lleida, Avenida Rovira Roure 80, 25198, Lleida, Spain.
| | - Ariadna Gasol Cudos
- Oncology Department of Hospital, Arnau de Vilanova de Lleida, Avenida Rovira Roure 80, 25198, Lleida, Spain.
| | - Joel Veas Rodriguez
- Oncology Department of Hospital, Arnau de Vilanova de Lleida, Avenida Rovira Roure 80, 25198, Lleida, Spain.
| | | | | | | | | | | | - Antonieta Salud Salvia
- Oncology Department of Hospital, Arnau de Vilanova de Lleida, Avenida Rovira Roure 80, 25198, Lleida, Spain.
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17
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Sella T, Gelber SI, Poorvu PD, Kim HJ, Dominici L, Guzman-Arocho YD, Collins L, Ruddy KJ, Tamimi RM, Peppercorn JM, Schapira L, Borges VF, Come SE, Warner E, Snow C, Jakubowski DM, Russell CA, Winer EP, Rosenberg SM, Partridge AH. Response to neoadjuvant chemotherapy and the 21-gene Breast Recurrence Score test in young women with estrogen receptor-positive early breast cancer. Breast Cancer Res Treat 2020; 186:157-165. [PMID: 33150547 DOI: 10.1007/s10549-020-05989-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 10/20/2020] [Indexed: 11/25/2022]
Abstract
PURPOSE The 21-gene Breast Recurrence Score test predicts benefit from adjuvant chemotherapy in estrogen receptor-positive, HER2-negative (ER+/HER2-) breast cancer (BC). We examined whether the 21-gene assay predicts response to neoadjuvant chemotherapy (NCT). METHODS We identified patients with stage I-III ER+/HER2- BC treated with NCT from the Young Women's Breast Cancer Study, a prospective cohort of women diagnosed with BC at age ≤40 years. The 21-gene assay was performed on tumor specimens removed prior to NCT either as part of clinical care or retrospectively for research. Pathological complete response (pCR) was defined as ypT0/is ypN0. The relationship between Recurrence Score result and pCR was evaluated using logistic regression modeling. RESULTS 76 women received NCT for ER+/HER2- BC and were eligible for this analysis. Median age at diagnosis was 37 years (range 24-40). Scores ranged between 5 and 77 with 50% >25 and 5% <11. Median Recurrence Score result was significantly higher among tumors achieving pCR vs. non-pCR response (61.5 vs. 23, pwilcoxon = 0.0005). pCR rate in patients with scores >25 was 21% (8/38) vs. 5% in patients with scores <25 (2/38) (p = 0.09), with both pCRs in the <25 group in patients with scores between 21 and 25. In multivariable analysis, only Recurrence Score result was significantly associated with pCR (OR: 1.07, 95%CI 1.01-1.12, p = 0.01). CONCLUSIONS In young women with ER+/HER2- BC who received NCT, higher pretreatment Recurrence Score result was associated with an increased likelihood of pCR. Gene expression profile assays may have a role in decision making in young women in need of neoadjuvant therapy.
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Affiliation(s)
- Tal Sella
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
| | - Shari I Gelber
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - Philip D Poorvu
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Laura Dominici
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Divison of Breast Surgery Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
| | - Yaileen D Guzman-Arocho
- Harvard Medical School, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Laura Collins
- Harvard Medical School, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | | | - Rulla M Tamimi
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Jeffrey M Peppercorn
- Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Steven E Come
- Harvard Medical School, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Ellen Warner
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Craig Snow
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
| | | | | | - Eric P Winer
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Shoshana M Rosenberg
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
| | - Ann H Partridge
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA.
- Harvard Medical School, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
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18
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Jakubowski DM, Bailey H, Abran J, Blacklock A, Ciau N, Mies C, Tan V, Young R, Lau A, Baehner FL. Molecular characterization of breast cancer needle core biopsy specimens by the 21-gene Breast Recurrence Score test. J Surg Oncol 2020; 122:611-618. [PMID: 32497318 PMCID: PMC7496790 DOI: 10.1002/jso.26050] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 05/17/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND OBJECTIVE Recent COVID-19 pandemic guidelines recommend genomic assessment of core biopsies to help guide treatment decisions in estrogen receptor (ER)-positive early-stage breast cancer. Herein we characterize biopsy and excisional breast cancer specimens submitted for 21-gene testing. METHODS US samples submitted to Genomic Health for 21-gene testing (01/2004-04/2020) were assessed by pathologists and analyzed by a standardized quantitative reverse transcription-polymerase chain reaction. Predefined cutoffs were: ESR1 (positive ≥6.5), PGR (positive ≥5.5), and ERBB2 (negative <10.7). ER status by immunohistochemistry (IHC) and lymph node status were determined locally. Median and interquartile range were reported for continuous variables, and total and percent for categorical variables. Distributions were assessed overall, by age, and by nodal involvement. RESULTS Of 919 701 samples analyzed, 13% were biopsies and 87% were excisions. Initial assay success rates were 94.5% (biopsies) and 97.3% (excisions). ER IHC concordance with central ESR1 was 96.8% (biopsies) and 97.6% (excisions). Biopsy and excisional medians were: Recurrence Score results 16 (each); ESR1 10.2 (each); PGR 7.7 and 7.6; ERBB2 9.4 and 9.2, respectively. CONCLUSIONS Biopsy submissions for 21-gene testing are common and consistently generate results that are very similar to the experience with excisions. The 21-gene test can be performed reliably on core biopsies.
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Affiliation(s)
| | - Helen Bailey
- Exact Sciences CorporationRedwood CityCalifornia
| | - John Abran
- Exact Sciences CorporationRedwood CityCalifornia
| | | | - Nancy Ciau
- Exact Sciences CorporationRedwood CityCalifornia
| | - Carolyn Mies
- Exact Sciences CorporationRedwood CityCalifornia
| | - Vivian Tan
- Exact Sciences CorporationRedwood CityCalifornia
| | | | - Anna Lau
- Exact Sciences CorporationRedwood CityCalifornia
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19
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Ahmed S, Pati S, Le D, Haider K, Iqbal N. The prognostic and predictive role of 21-gene recurrence scores in hormone receptor-positive early-stage breast cancer. J Surg Oncol 2020; 122:144-154. [PMID: 32346902 DOI: 10.1002/jso.25952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 04/13/2020] [Indexed: 12/17/2022]
Abstract
Over the past two decades, gene expression profiling of breast cancer has emerged as an important tool in early-stage breast cancer management. The approach provides important information on underlying biological mechanisms, breast cancer classification, future risk potential of developing recurrent metastatic disease, and provides beneficial clues for adjuvant chemotherapy in hormone receptor (HR) positive breast cancer. Of the commercially available genomic tests for breast cancer, the prognostic and predictive value of 21-gene recurrence score tests have been validated using both retrospective data and prospective clinical trials. In this paper, we reviewed the current evidence on 21-gene expression profiles for HR-positive HER2-negative early-stage breast cancer management. We show that current evidence supports endocrine therapy alone as an appropriate adjuvant systemic therapy for approximately 70% of women with HR-positive, HER2-negative, node-negative breast cancer. Evolving evidence also suggests that 21-gene recurrence scores have predictive values for node-positive breast cancer and that chemotherapy can be avoided in more than half of women with nodes 1 to 3 positive HR-positive breast cancer. Furthermore, retrospective data also supports the predictive role of 21-gene recurrence scores for adjuvant radiation therapy. A prospective trial in this area is ongoing.
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Affiliation(s)
- Shahid Ahmed
- Department of Medical Oncology, Saskatchewan Cancer Agency, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Sukanya Pati
- Department of Pharmacology, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Duc Le
- Department of Radiation Oncology, Saskatchewan Cancer Agency, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Kamal Haider
- Department of Medical Oncology, Saskatchewan Cancer Agency, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Nayyar Iqbal
- Department of Medical Oncology, Saskatchewan Cancer Agency, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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20
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Soran A, Tane K, Sezgin E, Bhargava R. The Correlation of Magee Equations TM and Oncotype DX ® Recurrence Score From Core Needle Biopsy Tissues in Predicting Response to Neoadjuvant Chemotherapy in ER+ and HER2- Breast Cancer. Eur J Breast Health 2020; 16:117-123. [PMID: 32285033 DOI: 10.5152/ejbh.2020.5338] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 02/09/2020] [Indexed: 01/03/2023]
Abstract
Objective Oncotype DX® recurrence score (RS) can be predicted from Magee EquationsTM (MS) postoperatively. The aim of this study is to investigate correlation of MS with RS from pretreatment core needle biopsy (CNB) tissues, and their clinical usefulness in prediction of response to neoadjuvant chemotherapy (NCT) in estrogen receptor-positive and human epidermal growth factor receptor 2-negative (ER+/HER2-) breast cancer (BC). Materials and Methods Pretreatment CNB tissue samples from 60 patients with ER+/HER2- invasive BC were analyzed for MS and RS correlation. MS and RS were categorized as follows: low (<18), intermediate (18-30), and high (≥ 31). Percentage Tumor size Reduction (%TR) was used to assess tumor response to NCT, and substantial %TR was defined as at least 50% reduction (≥50%TR). Correlation between MS and RS, and predictive factors for the ≥50%TR achievement were assessed. Results MS and RS represented a strong correlation (Spearman's correlation; r=0.58, p<0.0001) as a continuous variable. As a categorical variable, the concordance between MS and RS was 43.3%, and it increased to 80% (r=0.61, p=0.003) with the exclusion of the intermediate risk categories. Although, there was pathologic complete response (pCR), MS showed the highest predictive power for the ≥50% TR achievement, none of the factors were statistically significant (p≥0.07). Conclusion Our study demonstrated that there was a strong correlation between MS and RS from pretreatment biopsy tissue samples in ER+ and HER2- invasive BC.
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Affiliation(s)
- Atilla Soran
- Division of Breast Surgery and Lymphedema Program, Magee-Womens Hospital of University of Pittsburgh Medical Center, Suite 2601, 300 Halket Street, Pittsburgh, PA, USA
| | - Kaori Tane
- Division of Breast Surgery and Lymphedema Program, Magee-Womens Hospital of University of Pittsburgh Medical Center, Suite 2601, 300 Halket Street, Pittsburgh, PA, USA.,Division of Breast Surgery, Hyogo Cancer Center, Akashi, Hyogo, Japan
| | - Efe Sezgin
- Department of Food Engineering, Laboratory of Nutrigenomics and Epidemiology, İzmir Institute of Technology, İzmir, Turkey
| | - Rohit Bhargava
- Department of Pathology, Magee-Womens Hospital of University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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21
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Alexandre M, Maran-Gonzalez A, Viala M, Firmin N, D'Hondt V, Gutowski M, Bourgier C, Jacot W, Guiu S. Decision of Adjuvant Systemic Treatment in HR+ HER2- Early Invasive Breast Cancer: Which Biomarkers Could Help? Cancer Manag Res 2019; 11:10353-10373. [PMID: 31849525 PMCID: PMC6912012 DOI: 10.2147/cmar.s221676] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 09/21/2019] [Indexed: 11/23/2022] Open
Abstract
The decision to administer adjuvant chemotherapy in treatment of early invasive breast cancer (EBC) is often complex, particularly for hormone receptor-positive (HR+) diseases, and current guidelines often classify these patients in an intermediate-risk group. Several biomarkers are currently available in this indication, in order to obtain additional and more accurate prognostic information compared to classic clinicopathological characteristics and guide the indication of adjuvant chemotherapy, optimizing the efficacy/toxicity ratio. We conducted a systematic review to evaluate the clinical validity and clinical utility of five biomarkers (uPA/PAI-1, OncotypeDX®, MammaPrint®, PAM50, and EndoPredict®) in HR+/HER2- EBC, whatever the nodal status. A total of 89 studies met the inclusion criteria. Even though data currently available confirm the clinical validity of these biomarkers, there is a lack of data regarding clinical utility for most of them. Prospective studies in well-defined populations are needed to integrate these biomarkers in a decision strategy.
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Affiliation(s)
- Marie Alexandre
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - Aurélie Maran-Gonzalez
- Department of Pathology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - Marie Viala
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - Nelly Firmin
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - Véronique D'Hondt
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France.,INSERM U1194 - Institut de Recherche en Cancérologie de Montpellier (IRCM), Montpellier, France.,University of Montpellier, Montpellier,France
| | - Marian Gutowski
- Department of Surgery, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - Céline Bourgier
- INSERM U1194 - Institut de Recherche en Cancérologie de Montpellier (IRCM), Montpellier, France.,Department of Radiation Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France
| | - William Jacot
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France.,INSERM U1194 - Institut de Recherche en Cancérologie de Montpellier (IRCM), Montpellier, France.,University of Montpellier, Montpellier,France
| | - Séverine Guiu
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, Montpellier Cedex 5 34298, France.,INSERM U1194 - Institut de Recherche en Cancérologie de Montpellier (IRCM), Montpellier, France.,University of Montpellier, Montpellier,France
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22
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Kantor O, Barrera E, Kopkash K, Pesce C, Barrera E, Winchester DJ, Yao K. Are we Overtreating Hormone Receptor Positive Breast Cancer with Neoadjuvant Chemotherapy? Role of OncotypeDx® for Hormone Receptor Positive Patients Undergoing Neoadjuvant Chemotherapy. Ann Surg Oncol 2019; 26:3232-3239. [DOI: 10.1245/s10434-019-07555-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Indexed: 11/18/2022]
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23
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Buechler SA, Gökmen-Polar Y, Badve SS. EarlyR signature predicts response to neoadjuvant chemotherapy in breast cancer. Breast 2019; 43:74-80. [PMID: 30502641 DOI: 10.1016/j.breast.2018.11.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 11/10/2018] [Accepted: 11/16/2018] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND EarlyR gene signature uses ESPL1, SPAG5, MKI67, PLK1 and PGR to classify ER+ breast cancer (ER+ BC) into EarlyR-Low, EarlyR-Int, and EarlyR-High risk strata and is prognostic in patients treated with adjuvant chemotherapy. The ability of EarlyR to predict pathological complete response (pCR) and long-term survival following neoadjuvant chemotherapy (NACT) is evaluated herein. MATERIALS The ability of EarlyR gene signature to predict pCR was assessed in publicly available Affymetrix microarray datasets (Cohort A; n = 659; 74 pCR events) derived from NACT-treated ER+ BC patients. Distant relapse-free survival (DRFS) results were analyzed in patients treated with NACT and adjuvant hormone therapy (AHT) (n = 281) and compared with patients treated with AHT alone (n = 455) (Cohort B; n = 736; 142 events). RESULTS In cohort A, EarlyR was a significant predictor of pCR (p = 5.8 × 10-11) (EarlyR-Low, n = 400, pCR = 40, 5%; EarlyR-Int, n = 69, pCR = 7, 15% and EarlyR-High, n = 190, pCR = 47, 24%). In EarlyR-Low of Cohort B, the 5-year DRFS was not significantly (p = 0.55) different between NACT + AHT [0.81 (95%CI 0.73-0.90)] and AHT-only [0.85 (95%CI 0.81-0.90)]. In contrast, in EarlyR-High, the 5-year DRFS was higher (p = 0.019) in NACT + AHT [0.81 (95%CI 0.70-0.93)] as compared to AHT-only [0.60 (95%CI 0.51-0.71)]. CONCLUSIONS High EarlyR is strongly associated with pCR in patients treated with neoadjuvant chemotherapy. EarlyR also predicts poor DRFS outcomes for patients in EarlyR-High not receiving NACT, and improved survival in NACT-treated EarlyR-High patients. EarlyR is not only a prognostic assay but also a predictive assay that identifies patients, who are also likely to respond to chemotherapy.
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Affiliation(s)
- Steven A Buechler
- Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, IN, United States
| | - Yesim Gökmen-Polar
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Sunil S Badve
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN, United States; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States; Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN, United States.
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24
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Zarella MD, Heintzelman RC, Popnikolov NK, Garcia FU. BCL-2 expression aids in the immunohistochemical prediction of the Oncotype DX breast cancer recurrence score. BMC Clin Pathol 2018; 18:14. [PMID: 30574014 PMCID: PMC6299556 DOI: 10.1186/s12907-018-0082-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 11/29/2018] [Indexed: 01/08/2023] Open
Abstract
Background The development of molecular techniques to estimate the risk of breast cancer recurrence has been a significant addition to the suite of tools available to pathologists and breast oncologists. It has previously been shown that immunohistochemistry can provide a surrogate measure of tumor recurrence risk, effectively providing a less expensive and more rapid estimate of risk without the need for send-out. However, concordance between gene expression-based and immunohistochemistry-based approaches has been modest, making it difficult to determine when one approach can serve as an adequate substitute for the other. We investigated whether immunohistochemistry-based methods can be augmented to provide a useful therapeutic indicator of risk. Methods We studied whether the Oncotype DX breast cancer recurrence score can be predicted from routinely acquired immunohistochemistry of breast tumor histology. We examined the effects of two modifications to conventional scoring measures based on ER, PR, Ki-67, and Her2 expression. First, we tested a mathematical transformation that produces a more diagnostic-relevant representation of the staining attributes of these markers. Second, we considered the expression of BCL-2, a complex involved in regulating apoptosis, as an additional prognostic marker. Results We found that the mathematical transformation improved concordance rates over the conventional scoring model. By establishing a measure of prediction certainty, we discovered that the difference in concordance between methods was even greater among the most certain cases in the sample, demonstrating the utility of an accompanying measure of prediction certainty. Including BCL-2 expression in the scoring model increased the number of breast cancer cases in the cohort that were considered high certainty, effectively expanding the applicability of this technique to a greater proportion of patients. Conclusions Our results demonstrate an improvement in concordance between immunohistochemistry-based and gene expression-based methods to predict breast cancer recurrence risk following two simple modifications to the conventional scoring model.
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Affiliation(s)
- Mark D Zarella
- 1Department of Pathology & Laboratory Medicine, Drexel University, 245 N 15th St, Philadelphia, PA 19102 USA
| | - Rebecca C Heintzelman
- 2Cancer Treatment Centers of America, Eastern Regional Medical Center, Department of Pathology & Laboratory Medicine, 1331 E. Wyoming Ave, Philadelphia, PA 19124 USA
| | - Nikolay K Popnikolov
- 1Department of Pathology & Laboratory Medicine, Drexel University, 245 N 15th St, Philadelphia, PA 19102 USA
| | - Fernando U Garcia
- 2Cancer Treatment Centers of America, Eastern Regional Medical Center, Department of Pathology & Laboratory Medicine, 1331 E. Wyoming Ave, Philadelphia, PA 19124 USA
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25
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Pease AM, Riba LA, Gruner RA, Tung NM, James TA. Oncotype DX® Recurrence Score as a Predictor of Response to Neoadjuvant Chemotherapy. Ann Surg Oncol 2018; 26:366-371. [DOI: 10.1245/s10434-018-07107-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Indexed: 11/18/2022]
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26
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Validation of the 21-gene test as a predictor of clinical response to neoadjuvant hormonal therapy for ER+, HER2-negative breast cancer: the TransNEOS study. Breast Cancer Res Treat 2018; 173:123-133. [PMID: 30242578 PMCID: PMC6394785 DOI: 10.1007/s10549-018-4964-y] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 09/06/2018] [Indexed: 12/17/2022]
Abstract
Purpose The Recurrence Score test is validated to predict benefit of adjuvant chemotherapy. TransNEOS, a translational study of New Primary Endocrine-therapy Origination Study (NEOS), evaluated whether Recurrence Score results can predict clinical response to neoadjuvant letrozole. Methods NEOS is a phase 3 clinical trial of hormonal therapy ± adjuvant chemotherapy for postmenopausal patients with ER+, HER2-negative, clinically node-negative breast cancer, after six months of neoadjuvant letrozole and breast surgery. TransNEOS patients had tumors ≥ 2 cm and archived core-biopsy samples taken before neoadjuvant letrozole and subsequently sent for Recurrence Score testing. The primary endpoint was to evaluate clinical (complete or partial) response to neoadjuvant letrozole for RS < 18 versus RS ≥ 31. Secondary endpoints included evaluation of clinical response and rate of breast-conserving surgery (BCS) by continuous Recurrence Score result, ESR1 and PGR single-gene scores, and ER gene-group score. Results Of 295 TransNEOS patients (median age 63 years; median tumor size 25 mm; 66% grade 1), 53.2% had RS < 18, 28.5% had RS18–30, and 18.3% had RS ≥ 31. Clinical response rates were 54% (RS < 18), 42% (RS18–30), and 22% (RS ≥ 31). A higher proportion of patients with RS < 18 had clinical responses (p < 0.001 vs. RS ≥ 31). In multivariable analyses, continuous Recurrence Score result (p < 0.001), ESR1 score (p = 0.049), PGR score (p < 0.001), and ER gene-group score (p < 0.001) were associated with clinical response. Recurrence Score group was significantly associated with rate of BCS after neoadjuvant treatment (RS < 18 vs. RS ≥ 31, p = 0.010). Conclusion The Recurrence Score test is validated to predict clinical response to neoadjuvant letrozole in postmenopausal patients with ER+, HER2-negative, clinically node-negative breast cancer. Electronic supplementary material The online version of this article (10.1007/s10549-018-4964-y) contains supplementary material, which is available to authorized users.
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27
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Park KU, Chen Y, Chitale D, Choi S, Ali H, Nathanson SD, Bensenhaver J, Proctor E, Petersen L, Loutfi R, Simonds A, Kuklinski M, Doyle T, Dabak V, Cole K, Davis M, Newman L. Utilization of the 21-Gene Recurrence Score in a Diverse Breast Cancer Patient Population: Development of a Clinicopathologic Model to Predict High-Risk Scores and Response to Neoadjuvant Chemotherapy. Ann Surg Oncol 2018; 25:1921-1927. [PMID: 29679201 DOI: 10.1245/s10434-018-6440-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Indexed: 11/18/2022]
Abstract
INTRODUCTION The 21-gene expression profile [Oncotype DX Recurrence Score (RS)] stratifies benefit from adjuvant chemotherapy in hormone receptor (HR)-positive, HER2/neu-negative, node-negative breast cancer. It is not routinely applied to predict neoadjuvant chemotherapy (NACT) response; data in diverse patient populations also are limited. We developed a statistical model based on standard clinicopathologic features to identify high-risk cases (RS > 30) and then evaluated ability of predicted high RS to predict for NACT downstaging. METHODS Primary surgery patients with Oncotype DX RS testing 2012-2016 were identified from a prospectively-maintained database. A RS predictive model was created and applied to a dataset of comparable NACT patients. Response was defined as tumor size decrease ≥ 1 cm. RESULTS Of 394 primary surgery patients-60.4% white American; 31.0% African American-RS distribution was similar for both groups. No single feature reliably identified high RS patients; however, a model accounting for age, HR expression, proliferative index (MIB1/Ki67), histology, and tumor size was generated, with receiver operator area under the curve 0.909. Fifty-six NACT patients were identified (25 African American). Of 21 cases with all relevant clinicopathology, 14 responded to NACT and the model generated high-risk RS in 14 (100%); conversely, of 16 cases generating high-risk RS, only 2 did not respond. CONCLUSIONS Predictive modelling can identify high RS patients; this model also can identify patients likely to experience primary tumor downstaging with NACT. Until this model is validated in other datasets, we recommend that Oncotype-eligible patients undergo primary surgery with decisions regarding chemotherapy made in the adjuvant setting.
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Affiliation(s)
- Ko Un Park
- Department of Surgical Oncology, University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Yalei Chen
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | | | - Sarah Choi
- Wayne State Medical School, Detroit, MI, USA
| | - Haythem Ali
- Department of Internal Medicine, Medical Oncology, Henry Ford Health System, Detroit, MI, USA
| | | | | | - Erica Proctor
- Department of Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Lindsay Petersen
- Department of Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Randa Loutfi
- Department of Internal Medicine, Medical Oncology, Henry Ford Health System, Detroit, MI, USA
| | - Alyson Simonds
- Department of Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Marcia Kuklinski
- Department of Surgery, Henry Ford Health System, Detroit, MI, USA
| | - Thomas Doyle
- Department of Internal Medicine, Medical Oncology, Henry Ford Health System, Detroit, MI, USA
| | - Vrushali Dabak
- Department of Internal Medicine, Medical Oncology, Henry Ford Health System, Detroit, MI, USA
| | - Kim Cole
- Department of Pathology, Henry Ford Health System, Detroit, MI, USA
| | - Melissa Davis
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - Lisa Newman
- Department of Surgery, Henry Ford Health System, Detroit, MI, USA.
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28
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Ahn SG, Bae SJ, Yoon C, Cha YJ, Lee HW, Lee SA, Jeong J. Chemosensitivity to doxorubicin of ER-positive/HER2-negative breast cancers with high 21-gene recurrence score: A study based on in vitro chemoresponse assay. PLoS One 2017; 12:e0187679. [PMID: 29117208 PMCID: PMC5695596 DOI: 10.1371/journal.pone.0187679] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 10/24/2017] [Indexed: 12/16/2022] Open
Abstract
AIM The 21-gene recurrence score (RS) predicts a clinical benefit of chemotherapy for individuals with ER-positive/HER2-negative breast cancer. Using in vitro chemoresponse assay, we compared the chemosensitivity according to RS in these patients. METHOD Among the patients with Oncotype Dx assay, we identified 63 patients who had chemotherapy response assays to doxorubicin based on adenosine triphosphate. The degree of chemosensitivity to doxorubicin was translated into the cell death rate (CDR). The RS was also dichotomized with a cutoff of 26. RESULTS Of 63 patients, 34 (54%), 17 (27%), and 12 patients (19%) had a low, intermediate, and high RS, respectively. The mean CDR differed significantly according to categorized RS, with 17.3±10.8 in the low RS group vs. 23.6±16.3 in the intermediate RS group vs. 28.8±12.6 in the high RS group (P = 0.024, One-way ANOVA test). The mean CDR was significantly higher in the higher RS (26≥) group compared with the lower RS (<26) group (P = 0.025, the Student's t-test), as well as in the high RS (>30) group compared with the low RS (<18) group (P = 0.012, the Student's t-test). Also, continuous RS and CDR correlated positively (Pearson's R = 0.337; P = 0.007). High RS demonstrated the odds ratio (OR = 26.33; 95% CI = 1.69-410.0) for predicting tumors with chemosensitivity on the multivariate analysis. CONCLUSIONS The chemosensitivity measured by in vitro chemoresponse assay was different according to the RS. Our findings support that tumors with high RS has the chemosensitivity even though they are luminal/HER2-negative tumors.
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MESH Headings
- Adult
- Aged
- Antineoplastic Agents/pharmacology
- Biological Assay
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Breast Neoplasms/diagnosis
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Cell Death/drug effects
- Doxorubicin/pharmacology
- Drug Resistance, Neoplasm/genetics
- Estrogen Receptor alpha/genetics
- Estrogen Receptor alpha/metabolism
- Female
- Humans
- Ki-67 Antigen/genetics
- Ki-67 Antigen/metabolism
- Middle Aged
- Neoplasm Grading
- Neoplasm Recurrence, Local/diagnosis
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/pathology
- Neoplasm Staging
- Prognosis
- ROC Curve
- Receptor, ErbB-2/deficiency
- Receptor, ErbB-2/genetics
- Tumor Cells, Cultured
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Affiliation(s)
- Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Changik Yoon
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yoon Jin Cha
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hak Woo Lee
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Seung Ah Lee
- Department of Surgery, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Magee Equation 3 predicts pathologic response to neoadjuvant systemic chemotherapy in estrogen receptor positive, HER2 negative/equivocal breast tumors. Mod Pathol 2017; 30:1078-1085. [PMID: 28548119 DOI: 10.1038/modpathol.2017.41] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 03/27/2017] [Accepted: 03/29/2017] [Indexed: 12/26/2022]
Abstract
Magee Equations were derived as an inexpensive, rapid alternative to Oncotype DX. The Magee Equation 3 utilizes immunohistochemical and FISH data for estrogen receptor (ER), progesterone receptor (PR), HER2 and Ki-67 for its calculation (24.30812+ERIHC × (-0.02177)+PRIHC × (-0.02884)+(0 for HER2 negative, 1.46495 for equivocal, 12.75525 for HER2 positive)+Ki-67 × 0.18649). We hypothesize that Magee Equation 3 scores from pre-therapy core biopsy can predict response to neoadjuvant systemic chemotherapy. A prospectively-maintained database of patients who received neoadjuvant systemic therapy from 2010 to 2014 at a single institution was retrospectively reviewed. Pathologic complete response was defined as absence of invasive tumor in the breast and regional lymph nodes. Of the 614 cases, tumors with missing immunohistochemical results and those that were ER negative or HER2 positive were excluded. This resulted in 237 ER positive, HER2 negative/equivocal tumors that formed the basis of this study. Magee Equation 3 scores were divided into 3 categories similar to Oncotype DX, ie, 0 to <18 (low), 18 to <31 (intermediate), and 31 or higher (high) scores. The pathologic complete response rate for low, intermediate and high Magee Equation 3 scores was 0%, 4%, and 36%, respectively. Patients with high Magee Equation 3 scores were 13 times more likely to achieve pathologic complete response compared to those with Magee Equation 3 scores less than 31 (95% CI 5.09-32.87, P<0.0001). For patients that did not achieve pathologic complete response, high Magee Equation 3 correlated with higher recurrence rate, with the majority occurring in patients with positive lymph nodes in the resection specimen. Magee Equation 3 score ≥31 predicts pathologic complete response in the neoadjuvant setting and for tumor recurrence, when pathologic complete response is not achieved. These results show the utility of Magee Equation 3 in predicting patients who will benefit from chemotherapy but warrant prospective multi-institutional validation.
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30
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Hage AN, Capriccioso C, Brennan J, Heiden B, Zheutlin A, Sabel MS. Impact of neoadjuvant chemotherapy on surgical outcomes among patients with hormone receptor positive breast cancer. J Surg Oncol 2017; 116:665-670. [PMID: 28672101 DOI: 10.1002/jso.24721] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 05/20/2017] [Indexed: 11/08/2022]
Abstract
BACKGROUND Pathologic complete response (pCR) after neoadjuvant chemotherapy (NACT) is a surrogate for outcome, but not necessarily conversion to BCT eligibility. We sought to examine the impact of NACT on surgical decision making among HR+ patients. METHODS Our IRB-approved breast cancer database was queried for patients who underwent NACT, including the clinicopathologic data and surgeon's pre- and post-NACT assessment. Surgical conversion rate (SCR) was defined as patients ineligible for BCT prior to NACT, who were given the choice following NACT. RESULTS Among 289 patients, pCR rates were highest among patients with HER2-enriched subtype (60%) and lowest in patients with luminal A disease (4%). Overall, the BCT rate was 41%, while 28% opted for bilateral mastectomy across subtypes. Despite a low pCR, the SCR was still high (54%) among patients with the luminal A subtype. CONCLUSION Despite poor pCR rates, NACT still has potential to improve surgical outcomes among hormone receptor positive patients. The surgical conversion rate is a superior measure of the impact of NACT on surgical decision making than examining BCT rates.
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Affiliation(s)
- Andrew N Hage
- Department of Surgery, University of Michigan Health Systems, Ann Arbor, Michigan
| | | | - Julia Brennan
- Department of Surgery, University of Michigan Health Systems, Ann Arbor, Michigan
| | - Brendan Heiden
- Department of Surgery, University of Michigan Health Systems, Ann Arbor, Michigan
| | - Alexander Zheutlin
- Department of Surgery, University of Michigan Health Systems, Ann Arbor, Michigan
| | - Michael S Sabel
- Department of Surgery, University of Michigan Health Systems, Ann Arbor, Michigan
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31
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Bear HD, Wan W, Robidoux A, Rubin P, Limentani S, White RL, Granfortuna J, Hopkins JO, Oldham D, Rodriguez A, Sing AP. Using the 21-gene assay from core needle biopsies to choose neoadjuvant therapy for breast cancer: A multicenter trial. J Surg Oncol 2017; 115:917-923. [PMID: 28407247 DOI: 10.1002/jso.24610] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 02/19/2017] [Indexed: 12/28/2022]
Abstract
OBJECTIVE We hypothesized that the Oncotype Dx® 21-gene Recurrence Score (RS) could guide neoadjuvant systemic therapy (NST) to facilitate breast conserving surgery (BCS) for hormone receptor positive (HR+) breast cancers. METHODS This study enrolled patients with HR+, HER2-negative, invasive breast cancers not suitable for BCS (size ≥ 2 cm). Core needle biopsy blocks were tested. For tumors with RS < 11, patients received hormonal therapy (NHT); patients with RS > 25 tumors received chemotherapy (NCT); patients with RS 11-25 were randomized to NHT or NCT. Primary endpoint was whether 1/3 or more of randomized patients refused assigned treatment. RESULTS Sixty-four patients were enrolled. Of 33 patients with RS 11-25, 5 (15%) refused assignment to NCT. This was significantly lower than the 33% target (binomial test, P = 0.0292). Results for clinical outcomes (according to treatment received for 55 subjects) included successful BCS for 75% of tumors with RS < 11 receiving NHT, 72% for RS 11-25 receiving NHT, 64% for RS 11-25 receiving NCT, and 57% for RS > 25 receiving NCT. CONCLUSIONS Using the RS to guide NST is feasible. These results suggest that for patients with RS < 25 NHT is a potentially effective strategy.
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Affiliation(s)
- Harry D Bear
- Virginia Commonwealth University and Massey Cancer Center, Richmond, Virginia
| | - Wen Wan
- Virginia Commonwealth University and Massey Cancer Center, Richmond, Virginia
| | - André Robidoux
- Centre Hospitalier de l'Universite de Montreal, Montreal, Quebec, Canada
| | - Peter Rubin
- Cone Health Cancer Center, Greensboro, North Carolina
| | | | | | | | | | - Dwight Oldham
- Lynchburg Hematology Oncology Clinic, Lynchburg, Virginia
| | | | - Amy P Sing
- Genomic Health, Inc., Redwood City, California
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