1
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Gaynor N, Blanco A, Madden SF, Moran B, Fletcher JM, Kaukonen D, Ramírez JS, Eustace AJ, McDermott MSJ, Canonici A, Toomey S, Teiserskiene A, Hennessy BT, O'Donovan N, Crown J, Collins DM. Alterations in immune cell phenotype and cytotoxic capacity in HER2+ breast cancer patients receiving HER2-targeted neo-adjuvant therapy. Br J Cancer 2023; 129:1022-1031. [PMID: 37507543 PMCID: PMC10491671 DOI: 10.1038/s41416-023-02375-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 06/13/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND The phase II neo-adjuvant clinical trial ICORG10-05 (NCT01485926) compared chemotherapy in combination with trastuzumab, lapatinib or both in patients with HER2+ breast cancer. We studied circulating immune cells looking for alterations in phenotype, genotype and cytotoxic capacity (direct and antibody-dependent cell-mediated cytotoxicity (ADCC)) in the context of treatment response. METHODS Peripheral blood mononuclear cells (PBMCs) were isolated from pre- (n = 41) and post- (n = 25) neo-adjuvant treatment blood samples. Direct/trastuzumab-ADCC cytotoxicity of patient-derived PBMCs against K562/SKBR3 cell lines was determined ex vivo. Pembrolizumab was interrogated in 21 pre-treatment PBMC ADCC assays. Thirty-nine pre-treatment and 21 post-treatment PBMC samples were immunophenotyped. Fc receptor genotype, tumour infiltrating lymphocyte (TIL) levels and oestrogen receptor (ER) status were quantified. RESULTS Treatment attenuated the cytotoxicity/ADCC of PBMCs. CD3+/CD4+/CD8+ T cells increased following therapy, while CD56+ NK cells/CD14+ monocytes/CD19+ B cells decreased with significant post-treatment immune cell changes confined to patients with residual disease. Pembrolizumab-augmented ex vivo PBMC ADCC activity was associated with residual disease, but not pathological complete response. Pembrolizumab-responsive PBMCs were associated with lower baseline TIL levels and ER+ tumours. CONCLUSIONS PBMCs display altered phenotype and function following completion of neo-adjuvant treatment. Anti-PD-1-responsive PBMCs in ex vivo ADCC assays may be a biomarker of treatment response.
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Affiliation(s)
- Nicola Gaynor
- Cancer Biotherapeutics Research Group, National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Alfonso Blanco
- Flow Cytometry Core Technology, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Stephen F Madden
- Data Science Centre, School of Population Heath Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Barry Moran
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Jean M Fletcher
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
- School of Medicine, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Damien Kaukonen
- Data Science Centre, School of Population Heath Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Javier Sánchez Ramírez
- Cancer Biotherapeutics Research Group, National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Alex J Eustace
- School of Biotechnology, Dublin City University, Dublin, Ireland
| | - Martina S J McDermott
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Alexandra Canonici
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Sinead Toomey
- Medical Oncology Group, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Ausra Teiserskiene
- Cancer Trials Ireland, RCSI House, 121 St. Stephen's Green, Dublin, Ireland
| | - Bryan T Hennessy
- Medical Oncology Group, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Cancer Trials Ireland, RCSI House, 121 St. Stephen's Green, Dublin, Ireland
| | - Norma O'Donovan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - John Crown
- Cancer Biotherapeutics Research Group, National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- Department of Medical Oncology, St Vincent's University Hospital, Dublin, Ireland
| | - Denis M Collins
- Cancer Biotherapeutics Research Group, National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.
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2
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Yu Z, Ye X, Liu H, Li H, Hao X, Zhang J, Kou F, Wang Z, Wei H, Gao F, Zhai Q. Predicting Lapatinib Dose Regimen Using Machine Learning and Deep Learning Techniques Based on a Real-World Study. Front Oncol 2022; 12:893966. [PMID: 35719963 PMCID: PMC9203846 DOI: 10.3389/fonc.2022.893966] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 05/05/2022] [Indexed: 11/26/2022] Open
Abstract
Lapatinib is used for the treatment of metastatic HER2(+) breast cancer. We aim to establish a prediction model for lapatinib dose using machine learning and deep learning techniques based on a real-world study. There were 149 breast cancer patients enrolled from July 2016 to June 2017 at Fudan University Shanghai Cancer Center. The sequential forward selection algorithm based on random forest was applied for variable selection. Twelve machine learning and deep learning algorithms were compared in terms of their predictive abilities (logistic regression, SVM, random forest, Adaboost, XGBoost, GBDT, LightGBM, CatBoost, TabNet, ANN, Super TML, and Wide&Deep). As a result, TabNet was chosen to construct the prediction model with the best performance (accuracy = 0.82 and AUC = 0.83). Afterward, four variables that strongly correlated with lapatinib dose were ranked via importance score as follows: treatment protocols, weight, number of chemotherapy treatments, and number of metastases. Finally, the confusion matrix was used to validate the model for a dose regimen of 1,250 mg lapatinib (precision = 81% and recall = 95%), and for a dose regimen of 1,000 mg lapatinib (precision = 87% and recall = 64%). To conclude, we established a deep learning model to predict lapatinib dose based on important influencing variables selected from real-world evidence, to achieve an optimal individualized dose regimen with good predictive performance.
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Affiliation(s)
- Ze Yu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xuan Ye
- Department of Pharmacy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Hongyue Liu
- Department of Pharmacy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Huan Li
- Department of Pharmacy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
| | - Xin Hao
- Dalian Medicinovo Technology Co., Ltd., Dalian, China
| | - Jinyuan Zhang
- Beijing Medicinovo Technology Co., Ltd., Beijing, China
| | - Fang Kou
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zeyuan Wang
- Faculty of Engineering, School of Computer Science, The University of Sydney, Sydney, NSW, Australia
| | - Hai Wei
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Fei Gao
- Beijing Medicinovo Technology Co., Ltd., Beijing, China
| | - Qing Zhai
- Department of Pharmacy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College of Fudan University, Shanghai, China
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3
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Reynolds IS, Cromwell PM, Walshe JM, Crown J, Maguire D, Geoghegan J, Swan N, Hoti E. Hepatic resection for breast cancer related liver metastases: A single institution experience. Scand J Surg 2022; 111:14574969221088685. [PMID: 35322733 DOI: 10.1177/14574969221088685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND & OBJECTIVE Liver resection for breast cancer liver metastases is becoming a more widely accepted therapeutic option for selected groups of patients. The aim of this study was to describe the outcomes of patients undergoing liver resection for breast cancer-related liver metastases and identify any variables associated with recurrence or survival. METHODS A retrospective review of a prospectively maintained database was undertaken for the 12 year period between 2009 and 2021. Clinicopathological, treatment, intraoperative, recurrence, survival and follow-up data were collected on all patients. Kaplan-Meier methods, the log-rank test and Cox proportional hazards regression analysis were used to identify variables that were associated with recurrence and survival. RESULTS A total of 20 patients underwent 21 liver resections over the 12-year period. There were no deaths within 30 days of surgery and an operative morbidity occurred in 23.8% of cases. The median local recurrence free survival and disease free survival times were both 50 months, while the 5 year overall survival rate was 65%. The presence of extrahepatic metastases were associated with a decreased time to local recurrence (p < 0.01) and worse overall survival (p = 0.02). CONCLUSIONS This study has demonstrated that liver resection for breast cancer-related liver metastases is feasible, safe and associated with prolonged disease free and overall survival in selected patients. It is likely that this option will be offered to more patients going forward, however, the difficulty lies in selecting out those who will benefit from liver resection particularly given the increasing number of systemic treatments and local ablative methods available that offer good long-term results.
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Affiliation(s)
- Ian S Reynolds
- Department of Surgery St. Michael's Hospital Dun Laoghaire Co Dublin Ireland.,Department of Hepatobiliary and Liver Transplant Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - Paul M Cromwell
- Department of Hepatobiliary and Liver Transplant Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - Janice M Walshe
- Department of Medical Oncology, St. Vincent's University Hospital, Dublin, Ireland
| | - John Crown
- Department of Medical Oncology, St. Vincent's University Hospital, Dublin, Ireland
| | - Donal Maguire
- Department of Hepatobiliary and Liver Transplant Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - Justin Geoghegan
- Department of Hepatobiliary and Liver Transplant Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - Niall Swan
- Department of Histopathology, St. Vincent's University Hospital, Dublin, Ireland
| | - Emir Hoti
- Department of Surgery, St. Michael's Hospital, Dublin, Ireland.,Department of Hepatobiliary and Liver Transplant Surgery, St. Vincent's University Hospital, Dublin, Ireland
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4
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Patel F, Sharma SC. Non-Surgical Management of Metastatic Breast Cancer and Palliative Care. Breast Cancer 2022. [DOI: 10.1007/978-981-16-4546-4_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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5
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Li Y, Gong C, Lu Q, Zhou Z, Luo T, Li W, Li G, Ge R, Xu F, Wang B. Real-World Data of Triplet Combination of Trastuzumab, Lapatinib, and Chemotherapy in HER2-Positive Metastatic Breast Cancer: A Multicenter Retrospective Study. Front Oncol 2020; 10:271. [PMID: 32195186 PMCID: PMC7062863 DOI: 10.3389/fonc.2020.00271] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 02/17/2020] [Indexed: 02/05/2023] Open
Abstract
Introduction: Combination of trastuzumab (T) and lapatinib (L) has been showed to significantly improve the prognosis of HER2+ heavily pretreated metastatic breast cancer (MBC). Whether TL combined chemotherapy (TLC) can further improve the efficacy in HER2+ MBC remains to be further studied. The aim of the study was to report the first real-world data of TLC in HER2+ MBC, including the efficacy, safety and treatment patterns. Methods: Patients with HER2+ MBC treated with TLC in 5 institutions of China from September 2013 to July 2019 were included. Progression free survival (PFS), objective response rate (ORR), overall survival (OS), toxicity profile and treatment pattern were reported. Results: A total of 285 patients were included. 88.8% were exposed to trastuzumab and 49.2% received 2 or more lines of systematic therapy before TLC previously. The most common chemotherapy regimens combined with TL were capecitabine (40.7%) and vinorelbine (21.4%) and almost 1/3 received maintenance treatment after TLC. Median PFS was 10.9 months while patients received TLC as first line treatment showed longest median PFS of 20.7 months. Patients pretreated with trastuzumab showed a median PFS of 10.2 months. In patients who pretreated with trastuzumab, the continuation of trastuzumab on the basis of standard lapatinib plus capecitabine had a median PFS of 11.3 months. TL combined with capecitabine or vinorelbine showed no significant difference in median PFS, though TL combined with capecitabine had numerically prolongation (11.4 vs. 8.5 months, p = 0.231). Patients had brain metastasis (BM) also showed a median PFS (intracranial and extracranial lesions considered) of 10.6 months. Lines of systematic metastatic treatment was an independent predictive factor of PFS. The median OS was not reached. Two hundred and seventy seven patients were included in ORR analysis. ORR was 42.6%. Toxicities of triplet combinations were tolerable and the most common grade 3 and 4 adverse events were neutropenia (16.8%). Conclusions: TLC demonstrated promising effects and tolerable safety in HER2+MBC, even in patients with BM, providing a theoretical basis for clinical practice. Clinical Trial Registration:ClinicalTrials.gov, Identifier: NCT04001634.
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Affiliation(s)
- Yi Li
- Department of Medical Oncology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Chengcheng Gong
- Department of Medical Oncology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qianyi Lu
- The State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Zhaochun Zhou
- Huangpu Branch of Shanghai Ninth People's Hospital, Shanghai, China
| | - Ting Luo
- Department of Head, Neck and Mammary Gland Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Li
- Department of Medical Oncology, Jiangsu Province Hospital, Nanjing, China
| | - Gang Li
- Minhang Branch, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Rui Ge
- Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Fei Xu
- The State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Biyun Wang
- Department of Medical Oncology, Department of Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
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Al-Mahmood S, Sapiezynski J, Garbuzenko OB, Minko T. Metastatic and triple-negative breast cancer: challenges and treatment options. Drug Deliv Transl Res 2018; 8:1483-1507. [PMID: 29978332 PMCID: PMC6133085 DOI: 10.1007/s13346-018-0551-3] [Citation(s) in RCA: 307] [Impact Index Per Article: 51.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The major current conventional types of metastatic breast cancer (MBC) treatments include surgery, radiation, hormonal therapy, chemotherapy, or immunotherapy. Introducing biological drugs, targeted treatment and gene therapy can potentially reduce the mortality and improve the quality of life in patients with MBC. However, combination of several types of treatment is usually recommended. Triple negative breast cancer (TNBC) accounts for 10-20% of all cases of breast carcinoma and is characterized by the low expression of progesterone receptor (PR), estrogen receptor (ER), and human epidermal growth factor receptor 2 (HER2). Consequently, convenient treatments used for MBC that target these receptors are not effective for TNBC which therefore requires special treatment approaches. This review discusses the occurrence of MBC, the prognosis and predictive biomarkers of MBC, and focuses on the novel advanced tactics for treatment of MBC and TNBC. Nanotechnology-based combinatorial approach for the suppression of EGFR by siRNA and gifitinib is described.
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Affiliation(s)
- Sumayah Al-Mahmood
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, NJ, 08854-8020, USA
| | - Justin Sapiezynski
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, NJ, 08854-8020, USA
| | - Olga B Garbuzenko
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, NJ, 08854-8020, USA
| | - Tamara Minko
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, NJ, 08854-8020, USA.
- Rutgers Cancer Institute, New Brunswick, NJ, 08903, USA.
- Environmental and Occupational Health Sciences Institute, Rutgers, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA.
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7
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Martínez-Aranda A, Hernández V, Moreno F, Baixeras N, Cuadras D, Urruticoechea A, Gil-Gil M, Vidal N, Andreu X, Seguí MA, Ballester R, Castella E, Sierra A. Predictive and Prognostic Brain Metastases Assessment in Luminal Breast Cancer Patients: FN14 and GRP94 from Diagnosis to Prophylaxis. Front Oncol 2017; 7:283. [PMID: 29250484 PMCID: PMC5716976 DOI: 10.3389/fonc.2017.00283] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 11/09/2017] [Indexed: 11/13/2022] Open
Abstract
FN14 has been implicated in many intracellular signaling pathways, and GRP94 is a well-known endoplasmic reticulum protein regulated by glucose. Recently, both have been associated with metastasis progression in breast cancer patients. We studied the usefulness of FN14 and GRP94 expression to stratify breast cancer patients according their risk of brain metastasis (BrM) progression. We analyzed FN14 and GRP94 by immunohistochemistry in a retrospective multicenter study using tissue microarrays from 208 patients with breast carcinomas, of whom 52 had developed BrM. Clinical and pathological characteristics and biomarkers expression in Luminal and non-Luminal patients were analyzed using a multivariate logistic regression model adjusted for covariates, and brain metastasis-free survival (BrMFS) was estimated using the Kaplan-Meier method and the Cox proportional hazards model. FN14 expression was associated with BrM progression mainly in Luminal breast cancer patients with a sensitivity (53.85%) and specificity (89.60%) similar to Her2 expression (46.15 and 89.84%, respectively). Moreover, the likelihood to develop BrM in FN14-positive Luminal carcinomas increased 36.70-fold (3.65-368.25, p = 0.002). Furthermore, the worst prognostic factor for BrMFS in patients with Luminal carcinomas was FN14 overexpression (HR = 8.25; 95% CI: 2.77-24.61; p = 0.00015). In these patients, GRP94 overexpression also increased the risk of BrM (HR = 3.58; 95% CI: 0.98-13.11; p = 0.054-Wald test). Therefore, FN14 expression in Luminal breast carcinomas is a predictive/prognostic biomarker of BrM, which combined with GRP94 predicts BrM progression in non-Luminal tumors 4.04-fold (1.19-8.22, p = 0.025), suggesting that both biomarkers are useful to stratify BrM risk at early diagnosis. We propose a new follow-up protocol for the early prevention of clinical BrM of breast cancer patients with BrM risk.
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Affiliation(s)
- Antonio Martínez-Aranda
- Biological Clues of the Invasive and Metastatic Phenotype Group, Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain.,Departament de Medicina, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Vanessa Hernández
- Biological Clues of the Invasive and Metastatic Phenotype Group, Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Ferran Moreno
- Servei d'Oncologia Radioteràpica, Institut Català d'Oncologia (ICO), Hospital Duran i Reynals, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Núria Baixeras
- Servei d'Anatomia Patològica, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Daniel Cuadras
- Statistical Service, Sant Joan de Déu Research Foundation, Barcelona, Spain
| | - Ander Urruticoechea
- Breast Cancer Unit, Institut Català d'Oncologia - IDIBELL, Hospital Duran i Reynals, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Miguel Gil-Gil
- Neuroncology Unit, Institut Català d'Oncologia - IDIBELL, Hospital Duran i Reynals, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Noemí Vidal
- Servei d'Anatomia Patològica, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Xavier Andreu
- Servei d'Anatomia Patològica, Consorci Hospitalari Parc Taulí, Barcelona, Spain
| | - Miquel A Seguí
- Servei d'Oncología Mèdica, Consorci Hospitalari Parc Taulí, Barcelona, Spain
| | - Rosa Ballester
- Servei d'Oncología Radioteràpica, Institut Català d'Oncologia (ICO), Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - Eva Castella
- Servei d'Anatomia Patològica de Can Ruti, Institut Català d'Oncologia (ICO), Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - Angels Sierra
- Laboratory of Molecular and Translational Oncology, Institut d'Investigacions Biomèdiques August Pi i Sunyer-IDIBAPS, Centre de Recerca Biomèdica CELLEX, Barcelona, Spain.,Faculty of Medicine, Universitat de VIC-Universitat Central de Catalunya, Barcelona, Spain
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8
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A Pilot Study of Dose-Dense Paclitaxel With Trastuzumab and Lapatinib for Node-negative HER2-Overexpressed Breast Cancer. Clin Breast Cancer 2015; 16:87-94. [PMID: 26454612 DOI: 10.1016/j.clbc.2015.09.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 08/17/2015] [Accepted: 09/11/2015] [Indexed: 01/06/2023]
Abstract
BACKGROUND Dual anti-HER2 therapy is effective for HER2-amplified breast cancer. Weekly paclitaxel, trastuzumab, and full-dose lapatinib (PTL) is not feasible because of grade 3 diarrhea. We conducted a phase II feasibility study of dose-dense (DD; every other week) PTL (ClinicalTrials.gov identifier, NCT01827163). PATIENTS AND METHODS Eligible patients had HER2-positive breast cancer, tumor size ≤ 3 cm, and negative nodes. Treatment included paclitaxel (175 mg/m(2) × 4, every 2 weeks with pegfilgrastim), trastuzumab (4 mg/kg load and then 2 mg/kg weekly), and lapatinib (1000 mg daily). After paclitaxel × 4, trastuzumab (6 mg/kg every 3 weeks) plus lapatinib were continued for 1 year. The primary endpoint was feasibility, defined as (1) > 80% of patients completing PTL without a dose delay or reduction, (2) grade 3 diarrhea rate < 20%, and (3) cardiac event rate < 4%. RESULTS From May 2013 to November 2013, we enrolled 20 of 55 planned patients. The median age was 49 years (range, 34-74 years). One patient had immediate paclitaxel hypersensitivity and was deemed inevaluable. Only 13 of 19 evaluable patients (68%) completed PTL without a dose delay or reduction or unacceptable toxicities. Only 3 of 19 (16%) had grade 3 diarrhea. Rash was frequent, with all grades in 18 of 19 (95%) and grade 3 in 2 of 19 (11%). The study was stopped early because of excess toxicity. CONCLUSION The discontinuation rate during DD PTL was high, owing, in part, to an unexpectedly high incidence of rash. The trial was halted, because the initial discontinuation rate from overall toxicity made it unlikely that full accrual would demonstrate feasibility.
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9
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Schmitt E, Végran F, Chevrier S, Burillier L, Cadouot M, Lizard-Nacol S, Coudert B, Fumoleau P, Arnould L, Boidot R. Transcriptional expression of 8 genes predicts pathological response to first-line docetaxel + trastuzumab-based neoadjuvant chemotherapy. BMC Cancer 2015; 15:169. [PMID: 25879949 PMCID: PMC4417290 DOI: 10.1186/s12885-015-1198-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 03/17/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Overexpression of HER2 is observed in 20 to 30% of breast carcinomas. The use of trastuzumab has improved the treatment of these patients, especially when it is associated with docetaxel. To optimize the use of this treatment, it seems important to select putative complete responders before treatment administration. METHODS In this study, we analyzed by quantitative PCR the expression of 28 genes in HER2-overexpressing tumors treated with trastuzumab + docetaxel-based chemotherapy. We then correlated their expression profile with those of trastuzumab-sensitive and resistant cell lines to classify tumors as having a sensitive (pCR) or resistant (non-pCR) profile. Finally, we used public datasets from the GEO website to validate the reduced gene-expression profile obtained. RESULTS We identified an 8-gene-expression combination that predicted the response to treatment with an accuracy of 76%. Based on public microarray data, we showed that the expression profile was specific to first-line trastuzumab + docetaxel-based treatment with an accuracy of 85%. CONCLUSIONS Our results showed that by profiling the expression of 8 genes it was possible to predict the response to first-line trastuzumab + docetaxel-based chemotherapy. The use of cancer cell lines as the reference allowed a proper fit with the specificity of different tissues, such as lung or gastric cancers, which could also be eligible to concomitant HER2 inhibition by treatment with trastuzumab or tyrosine kinase inhibitors and docetaxel.
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Affiliation(s)
- Esther Schmitt
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Frédérique Végran
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,Platform for Transfer to Cancer Biology, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,U866 Inserm, 7, boulevard Jeanne d'Arc, Dijon, 21000, France.
| | - Sandy Chevrier
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Laura Burillier
- Pathology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Muriel Cadouot
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Sarab Lizard-Nacol
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Bruno Coudert
- Department of Oncology, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Pierre Fumoleau
- Department of Oncology, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France.
| | - Laurent Arnould
- Pathology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,Platform for Transfer to Cancer Biology, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,U866 Inserm, 7, boulevard Jeanne d'Arc, Dijon, 21000, France.
| | - Romain Boidot
- Molecular Biology Unit, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,Platform for Transfer to Cancer Biology, Centre Georges-François Leclerc, 1, rue du Professeur Marion, Dijon, 21079 Cedex, France. .,U866 Inserm, 7, boulevard Jeanne d'Arc, Dijon, 21000, France.
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Kodack DP, Askoxylakis V, Ferraro GB, Fukumura D, Jain RK. Emerging strategies for treating brain metastases from breast cancer. Cancer Cell 2015; 27:163-75. [PMID: 25670078 PMCID: PMC4325273 DOI: 10.1016/j.ccell.2015.01.001] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 10/25/2014] [Accepted: 01/06/2015] [Indexed: 12/20/2022]
Abstract
Brain metastasis is an end stage in breast cancer progression. Traditional treatment options have minimal efficacy, and overall survival is on the order of months. The incidence of brain metastatic disease is increasing with the improved management of systemic disease and prolongation of survival. Unfortunately, the targeted therapies that control systemic disease have diminished efficacy against brain lesions. There are reasons to be optimistic, however, as emerging therapies have shown promise in preclinical and early clinical settings. This review discusses recent advances in breast cancer brain metastasis therapy and potential approaches for successful treatment.
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Affiliation(s)
- David P Kodack
- Edwin L. Steele Laboratory, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Vasileios Askoxylakis
- Edwin L. Steele Laboratory, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Gino B Ferraro
- Edwin L. Steele Laboratory, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Dai Fukumura
- Edwin L. Steele Laboratory, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Rakesh K Jain
- Edwin L. Steele Laboratory, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
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Abdel-Rahman O, Fouad M. Risk of selected gastrointestinal toxicities in breast cancer patients treated with regimens containing lapatinib; a pooled analysis of randomized controlled studies. Expert Rev Anticancer Ther 2014; 14:1229-1242. [DOI: 10.1586/14737140.2014.948860] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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12
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Shim G, Lee S, Choi J, Lee S, Kim CW, Oh YK. Liposomal co-delivery of omacetaxine mepesuccinate and doxorubicin for synergistic potentiation of antitumor activity. Pharm Res 2014; 31:2178-85. [PMID: 24562810 DOI: 10.1007/s11095-014-1317-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Accepted: 01/28/2014] [Indexed: 11/30/2022]
Abstract
PURPOSE Anticancer chemotherapy usually involves the administration of several anticancer drugs that differ in their action mechanisms. Here, we aimed to test whether the combination of omacetaxine mepesuccinate (OMT) and doxorubicin (DOX) could show synergism, and whether the liposomal co-delivery of these two drugs could enhance their antitumor effects in cervical carcinoma model. METHOD OMT-loaded liposomes (OL) were prepared by loading the drug in the lipid bilayers. OL were then electrostatically complexed with DOX, yielding double-loaded liposomes (DOL). DOX-loaded liposomes (DL) were formulated by electrostatic interaction with negatively charged empty liposomes (EL). The combination index (CI) values were calculated to evaluate the synergism of two drugs. In vitro antitumor effects against HeLa cells were measured using CCK-8, calcein staining, and crystal violet staining. In vivo antitumor effects of various liposomes were tested using HeLa cell-bearing mice. RESULTS Combination of DOX and OMT had ratio-dependent synergistic activities, with very strong synergism observed at a molar ratio of 4:1 (DOX:OMT). The sizes of EL, DL, OL, and DOL did not significantly differ, but the zeta potentials of DL and DOL were slightly higher than those of OL and EL. In vitro, DOL showed higher antitumor activity than OL, DL or EL in cervical carcinoma HeLa cells. In vivo, unlike other liposomes, DOL reduced the tumor growths by 98.6% and 97.3% relative to the untreated control on day 15 and 25 after the cessation of treatment, respectively. CONCLUSIONS These results suggest that liposomal co-delivery of DOX and OMT could synergistically potentiate antitumor effects.
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Affiliation(s)
- Gayong Shim
- College of Pharmacy Research Institute of Pharmaceutical Sciences, Seoul National University, Daehak-dong, Gwanak-gu, Seoul, 151-742, Korea
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