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Rocque GB, Williams CP, Kenzik KM, Jackson BE, Azuero A, Halilova KI, Ingram SA, Pisu M, Forero A, Bhatia S. Concordance with NCCN treatment guidelines: Relations with health care utilization, cost, and mortality in breast cancer patients with secondary metastasis. Cancer 2018; 124:4231-4240. [DOI: 10.1002/cncr.31694] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 06/11/2018] [Accepted: 06/25/2018] [Indexed: 12/25/2022]
Affiliation(s)
- Gabrielle B. Rocque
- Comprehensive Cancer Center; University of Alabama at Birmingham; Birmingham Alabama
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
| | - Courtney P. Williams
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
| | - Kelly M. Kenzik
- Comprehensive Cancer Center; University of Alabama at Birmingham; Birmingham Alabama
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
- Institute for Cancer Outcomes and Survivorship; University of Alabama at Birmingham; Birmingham Alabama
| | | | - Andres Azuero
- School of Nursing; University of Alabama at Birmingham; Birmingham Alabama
| | - Karina I. Halilova
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
| | - Stacey A. Ingram
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
| | - Maria Pisu
- Comprehensive Cancer Center; University of Alabama at Birmingham; Birmingham Alabama
- Division of Preventive Medicine; University of Alabama at Birmingham; Birmingham Alabama
| | - Andres Forero
- Comprehensive Cancer Center; University of Alabama at Birmingham; Birmingham Alabama
- Division of Hematology and Oncology; University of Alabama at Birmingham; Birmingham Alabama
| | - Smita Bhatia
- Comprehensive Cancer Center; University of Alabama at Birmingham; Birmingham Alabama
- Institute for Cancer Outcomes and Survivorship; University of Alabama at Birmingham; Birmingham Alabama
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Ferrero JM, Hardy-Bessard AC, Capitain O, Lortholary A, Salles B, Follana P, Herve R, Deblock M, Dauba J, Atlassi M, Largillier R. Weekly paclitaxel, capecitabine, and bevacizumab with maintenance capecitabine and bevacizumab as first-line therapy for triple-negative, metastatic, or locally advanced breast cancer: Results from the GINECO A-TaXel phase 2 study. Cancer 2016; 122:3119-3126. [DOI: 10.1002/cncr.30170] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 05/02/2016] [Indexed: 12/13/2022]
Affiliation(s)
- Jean-Marc Ferrero
- Department of Medical Oncology, Antoine-Lacassagne Centre; Nice France
| | | | - Olivier Capitain
- Department of Medical Oncology, Paul Papin Western Oncology Institute; Angers France
| | | | - Bruno Salles
- Department of Medical Oncology, William Morey Hospital; Chalon-sur-Saone France
| | - Philippe Follana
- Department of Medical Oncology, Antoine-Lacassagne Centre; Nice France
| | | | - Mathilde Deblock
- Department of Medical Oncology, Lorraine Cancer Institute; Vandoeuvre-les-Nancy France
| | - Jérôme Dauba
- Department of Medical Oncology, Mont de Marsan Hospital; Mont de Marsan France
| | - Mustapha Atlassi
- Department of Medical Oncology, Le Mans Hospital; Le Mans France
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Paclitaxel and bevacizumab with or without capecitabine as first-line treatment for HER2-negative locally recurrent or metastatic breast cancer: a multicentre, open-label, randomised phase 2 trial. Eur J Cancer 2015; 50:3077-88. [PMID: 25459393 DOI: 10.1016/j.ejca.2014.10.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Revised: 08/15/2014] [Accepted: 10/06/2014] [Indexed: 11/20/2022]
Abstract
BACKGROUND The addition of bevacizumab to paclitaxel or capecitabine has demonstrated improved progression-free survival (PFS) and objective response rate (ORR) as compared with chemotherapy alone in patients with HER2-negative locally recurrent or metastatic breast cancer (LR/MBC). We evaluated the efficacy and safety of first-line therapy of paclitaxel and bevacizumab with or without capecitabine in patients with HER2-negative LR/MBC. METHODS In this multicentre, open-label, randomised phase II trial, women with HER2-negative LR/MBC were randomly assigned in a 1:1 ratio to paclitaxel (90 mg/m2 intravenously [IV] on days 1, 8, and 15) and bevacizumab (10 mg/kg IV on days 1 and 15) every 4 weeks for six cycles, followed by bevacizumab (15 mg/kg IV on day 1) every 3 weeks (AT) or to paclitaxel (90 mg/m2 IV on days 1 and 8), bevacizumab (15 mg/kg IV on day 1) and capecitabine (825 mg/m2 orally twice daily on days 1–14) every 3 weeks for eight cycles, followed by bevacizumab and capecitabine at the same doses every 3 weeks (ATX). The primary end-point was investigator-assessed PFS. Secondary end-points included ORR, duration of response, overall survival (OS) and safety. Exploratory analyses were conducted to evaluate the impact of capecitabine on OS and to validate a novel prognostic model. This trial is registered with EudraCT, number 2006-006058-83. FINDINGS Median PFS was significantly longer in ATX as compared with AT (11.2 months versus 8.4 months; stratified hazard ratio (HR), 0.52; 95% confidence interval (CI), 0.41–0.67; p < 0.0001). The ORR in ATX patients with measurable disease (n = 268) was higher than that in AT (69% versus 51%; p = 0.01). The median duration of response was 6.8 versus 5.4 months for, respectively, ATX and AT (p < 0.0001). Median OS was 24.2 months for ATX and 23.1 months for AT (p = 0.53). The increased rate of grade 3–4 adverse events related to the addition of capecitabine, being hand-foot syndrome (34% versus 0% for AT) and neutropenia (20% versus 12% for AT), generally did not preclude continuation of treatment. Exploratory analyses indicated that (1) patients receiving capecitabine at some line for treatment have significantly improved OS and (2) a prognostic model can classify patients into three risk groups associated with OS. INTERPRETATION In patients with HER2-negative LR/MBC, addition of capecitabine to paclitaxel and bevacizumab significantly improved PFS, ORR and response duration. This combination was reasonably well tolerated and may be considered of use as first-line treatment in rapidly progressive disease. FUNDING F. Hoffmann-La Roche Ltd, the Netherlands.
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Malas S, Harrasser M, Lacy KE, Karagiannis SN. Antibody therapies for melanoma: new and emerging opportunities to activate immunity (Review). Oncol Rep 2014; 32:875-86. [PMID: 24969320 PMCID: PMC4121424 DOI: 10.3892/or.2014.3275] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Accepted: 06/06/2014] [Indexed: 12/21/2022] Open
Abstract
The interface between malignant melanoma and patient immunity has long been recognised and efforts to treat this most lethal form of skin cancer by activating immune responses with cytokine, vaccine and also antibody immunotherapies have demonstrated promise in limited subsets of patients. In the present study, we discuss different antibody immunotherapy approaches evaluated in the context of melanoma, each designed to act on distinct targets and to employ different mechanisms to restrict tumour growth and spread. Monoclonal antibodies recognising melanoma-associated antigens such as CSPG4/MCSP and targeting elements of tumour-associated vasculature (VEGF) have constituted long-standing translational approaches aimed at reducing melanoma growth and metastasis. Recent insights into mechanisms of immune regulation and tumour-immune cell interactions have helped to identify checkpoint molecules on immune (CTLA4, PD-1) and tumour (PD-L1) cells as promising therapeutic targets. Checkpoint blockade with antibodies to activate immune responses and perhaps to counteract melanoma-associated immunomodulatory mechanisms led to the first clinical breakthrough in the form of an anti-CTLA4 monoclonal antibody. Novel modalities to target key mechanisms of immune suppression and to redirect potent effector cell subsets against tumours are expected to improve clinical outcomes and to provide previously unexplored avenues for therapeutic interventions.
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Affiliation(s)
- Sadek Malas
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Micaela Harrasser
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Katie E Lacy
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Sophia N Karagiannis
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
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Kümler I, Christiansen OG, Nielsen DL. A systematic review of bevacizumab efficacy in breast cancer. Cancer Treat Rev 2014; 40:960-73. [PMID: 24909311 DOI: 10.1016/j.ctrv.2014.05.006] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/08/2014] [Accepted: 05/12/2014] [Indexed: 12/21/2022]
Abstract
UNLABELLED Angiogenesis is a key component of cancer growth, invasion and metastasis. Therefore, inhibition of angiogenesis is an attractive strategy for the treatment of cancer. We systematically describe phase II and III clinical trials of bevacizumab for the treatment of breast cancer. METHODS A computer-based literature search was carried out using PUBMED and conference databases. Original phase II and III studies reporting ≥15 patients who received bevacizumab were included. RESULTS 41 phase II trials were identified in the metastatic setting. Most trials found bevacizumab treatment feasible. Response rates (RR) varied from 0% to 76.5%, time to progression (TTP)/progression free survival (PFS) from 2.4 to 25.3 months and overall survival from 11.5 to more than 38 months. 14 phase III trials including more than 4400 patients with MBC unanimously showed increased RR and PFS, however, no trials demonstrated an OS benefit. In the neoadjuvant setting 23 phase II and III trials were identified. All studies found increased pCR/tpCR but no benefit in terms of OS could be demonstrated. The only study conducted in the adjuvant setting failed to show any survival benefit of bevacizumab. CONCLUSION Despite increased response rates in both the metastatic and neoadjuvant setting, bevacizumab has failed to show any OS benefit. Future trials should include identification of robust predictive biomarkers in order to improve our understanding of molecular biomarkers and mechanisms.
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Affiliation(s)
- Iben Kümler
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark.
| | - Ole Grummedal Christiansen
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark.
| | - Dorte Lisbet Nielsen
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark.
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Abstract
Anticancer drugs directed against the microtubule, including taxanes and vinca alkaloids, have been the backbone of many chemotherapy regimes for decades. These drugs have, however, significant limitations, which have prompted the development of novel microtubule targeting agents (MTAs). This article will discuss MTAs for anticancer therapies and recent debates regarding their mechanisms of action. Furthermore, the limitations of taxanes, including hypersensitivity reactions, neurotoxicity, drug resistance and lack of validated biomarkers to guide therapy will be discussed, all of which have driven the development of novel agents. The mechanisms of action and drug development of new generations of MTAs will also be outlined. Agents demonstrating utility in Phase III clinical trials, including eribulin, ixabepilone, cabazitaxel and trastuzumab-DM1 will be highlighted, as well as novel agents currently in development and future directions for MTAs.
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7
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The Breast Avastin Trial: phase II study of bevacizumab maintenance therapy after induction chemotherapy with docetaxel and capecitabine for the first-line treatment of patients with locally recurrent or metastatic breast cancer. Cancer Chemother Pharmacol 2013; 71:1051-7. [DOI: 10.1007/s00280-013-2100-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 01/16/2013] [Indexed: 10/27/2022]
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8
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Arnedos M, Scott V, Job B, De La Cruz J, Commo F, Mathieu M, Wolp-Diniz R, Richon C, Campone M, Bachelot T, Dalenc F, Dessen P, Lacroix L, Lazar V, Soria J, Delaloge S, Andre F. Array CGH and PIK3CA/AKT1 mutations to drive patients to specific targeted agents: A clinical experience in 108 patients with metastatic breast cancer. Eur J Cancer 2012; 48:2293-9. [DOI: 10.1016/j.ejca.2012.06.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2012] [Accepted: 06/17/2012] [Indexed: 11/25/2022]
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Stevenson CE, Nagahashi M, Ramachandran S, Yamada A, Bear HD, Takabe K. Bevacizumab and breast cancer: what does the future hold? Future Oncol 2012; 8:403-14. [PMID: 22515444 PMCID: PMC3464486 DOI: 10.2217/fon.12.22] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Breast cancer is a major health concern for many women, but despite the current standard therapies, many women still die of metastatic disease. Angiogenesis has been evaluated as a possible target for therapy and bevacizumab (Avastin(®), Genentech/Roche, CA, USA), a monoclonal antibody against VEGF-A, has been developed to target this. Current clinical trials utilizing bevacizumab have shown an increase in progression-free survival, but this has not translated to an increase in overall survival in breast cancer patients. In this article, we summarize the currently published trials utilizing bevacizumab in the treatment of breast cancer and describe various methods of measuring angiogenesis in vitro and in vivo. We also describe the related process of lymphangiogenesis, as this may contribute to the mechanism of cancer progression and may be a potential target for therapy in the future. Understanding these processes may help us develop new treatments for breast cancer.
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Affiliation(s)
- Christina E Stevenson
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA
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10
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The Role of Capecitabine in Early Stage Breast Cancer. CURRENT BREAST CANCER REPORTS 2012. [DOI: 10.1007/s12609-011-0067-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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11
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Abstract
The use of trastuzumab, a monoclonal antibody that targets the human epidermal growth factor receptor 2 (HER2) alteration present in 25 to 30% of breast cancers, has been associated with improved survival outcomes in both the adjuvant and metastatic settings. However, despite the robust clinical efficacy of trastuzumab in HER2-positive metastatic breast cancer (MBC), primary and secondary resistance remains a clinical challenge. Although lapatinib has demonstrated modest activity in this setting, trials reported to date have yet to demonstrate improvements in overall survival with its use. Novel therapeutic strategies to circumvent trastuzumab resistance are warranted, and agents targeting the HER, vascular endothelial growth factor, heat shock protein 90, phosphoinositide 3 kinase/Akt/mammalian target of rapamycin, and insulin-like growth factor-1 receptor pathways represent rational approaches in the management of HER2-positive disease. In this review, early-phase and emerging trial data surrounding the use of these promising agents in HER2-positive MBC will be discussed.
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12
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Miles D, Zielinski C, Martin M, Vrdoljak E, Robert N. Combining capecitabine and bevacizumab in metastatic breast cancer: a comprehensive review. Eur J Cancer 2012; 48:482-91. [PMID: 22257791 DOI: 10.1016/j.ejca.2011.12.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2011] [Revised: 11/08/2011] [Accepted: 12/09/2011] [Indexed: 11/18/2022]
Abstract
Both capecitabine and bevacizumab are established agents in the treatment of metastatic breast cancer, but until recently clinical data supporting their use in combination were limited. We review available data on the capecitabine-bevacizumab combination in breast cancer, particularly results from the RIBBON-1 trial in the first-line setting, and we discuss these findings in light of previous studies. We also examine ongoing trials investigating capecitabine-bevacizumab combination therapy.
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Leonard R, Hennessy BT, Blum JL, O'Shaughnessy J. Dose-Adjusting Capecitabine Minimizes Adverse Effects While Maintaining Efficacy: A Retrospective Review of Capecitabine for Metastatic Breast Cancer. Clin Breast Cancer 2011; 11:349-56. [DOI: 10.1016/j.clbc.2011.06.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2011] [Revised: 06/15/2011] [Accepted: 06/19/2011] [Indexed: 12/27/2022]
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14
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Concurrent Bevacizumab with a Sequential Regimen of Doxorubicin and Cyclophosphamide Followed by Docetaxel and Capecitabine as Neoadjuvant Therapy for HER2− Locally Advanced Breast Cancer: A Phase II Trial of the NSABP Foundation Research Group. Clin Breast Cancer 2011; 11:228-34. [DOI: 10.1016/j.clbc.2011.04.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Revised: 04/04/2011] [Accepted: 04/07/2011] [Indexed: 01/13/2023]
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Dyar S, Moreno-Aspitia A. Efficacy of Bevacizumab-Capecitabine in Combination for the First-Line Treatment of Metastatic Breast Cancer. BREAST CANCER: BASIC AND CLINICAL RESEARCH 2011; 5:239-46. [PMID: 22174585 PMCID: PMC3235996 DOI: 10.4137/bcbcr.s7379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
There is an ongoing need for development of new chemotherapeutic regimens for metastatic breast cancer [mBC], especially when tumors lack therapeutic targets such as the estrogen or progesterone receptor [ER/PR], or the human epidermal growth factor receptor-2 [HER2]. Capecitabine is an orally bioavailable fluoropyrimidine approved for monotherapy in mBC, and bevacizumab is a monoclonal antibody targeting vascular endothelial growth factor which has shown to be active in mBC and tolerable in combination with other chemotherapeutics. The combination of these two agents has been explored in multiple phase II and III clinical studies, with improvements in progression-free survival and overall response rates noted as compared to capecitabine monotherapy. However, the use of bevacizumab in combination with capecitabine and other chemotherapy agents for mBC remains beset with controversy due to safety concerns, cost issues, and pending regulatory decisions.
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Affiliation(s)
- Stephen Dyar
- Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL
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17
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Comen EA, Fornier MN. Algorithms for the treatment of patients with metastatic breast cancer and prior exposure to taxanes and anthracyclines. Clin Breast Cancer 2010; 10 Suppl 2:S7-19. [PMID: 20805067 DOI: 10.3816/cbc.2010.s.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
At present, metastatic breast cancer (MBC) remains an incurable disease, with the goals of care aimed at maximizing the patient's duration and quality of life. Treatment options for a patient with MBC have become more efficacious and numerous. In addition to endocrine and chemotherapy agents, a number of targeted agents, including trastuzumab and bevacizumab, are available. The option to use novel agents combined with a multitude of standard chemotherapies has further enhanced the landscape of therapeutic options. As such, specific regimens must be evaluated within the framework of the individual patient, answering such questions as whether to treat with sequential single agents or combination regimens as well as which agents to use and in what sequence. The concept of personalized care is even more apparent in the setting of MBC, where the goal of palliation is intrinsically more nuanced than that of curative intent. This review will broadly assess the evidence for current treatment options with attention to varying clinical scenarios. Ultimately, delivering quality of care necessitates balancing an understanding of evidence-based data with sensitive attention to quality-of-life goals.
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Affiliation(s)
- Elizabeth A Comen
- Department of Medicine, Breast Cancer Medicine Service, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.
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Abstract
PURPOSE OF REVIEW Drugs targeting angiogenesis are rapidly being incorporated into cancer treatment regimens. Bevacizumab was the first antiangiogenesis agent to gain approval by the Food and Drug Administration and is now approved for use in five tumor types. This brief review highlights important recent advances in our understanding of bevacizumab and the patient populations in whom it may be most beneficial. RECENT FINDINGS Results from early studies that led to approval of bevacizumab for use in metastatic colorectal cancer and metastatic lung cancer have been confirmed. Although bevacizumab does not appear to prolong disease-free survival in the adjuvant treatment of colorectal cancer, phase II results in the neoadjuvant treatment of colorectal cancer and breast cancer are encouraging. It may also have a role in maintenance therapy of colorectal cancer and nonsmall cell lung cancer. Bevacizumab is an important agent in the treatment of recurrent glioma. Although the safety profile of bevacizumab in combination with cytotoxic agents has not changed significantly, there may be excess risk associated with combined angiogenesis blockade. SUMMARY Bevacizumab has efficacy in a wide variety of cancers and fairly predictable toxicities. In addition to further exploration of the benefits of bevacizumab in other tumor types, future research should focus on integration of biomarkers into patient selection and treatment.
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Mellor D, Prieto E, Mathieson L, Moscato P. A kernelisation approach for multiple d-Hitting Set and its application in optimal multi-drug therapeutic combinations. PLoS One 2010; 5:e13055. [PMID: 20976188 PMCID: PMC2956629 DOI: 10.1371/journal.pone.0013055] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2010] [Accepted: 08/19/2010] [Indexed: 11/19/2022] Open
Abstract
Therapies consisting of a combination of agents are an attractive proposition,
especially in the context of diseases such as cancer, which can manifest with a
variety of tumor types in a single case. However uncovering usable drug
combinations is expensive both financially and temporally. By employing
computational methods to identify candidate combinations with a greater
likelihood of success we can avoid these problems, even when the amount of data
is prohibitively large. Hitting Set is a combinatorial problem
that has useful application across many fields, however as it is
NP-complete it is traditionally considered hard to solve
exactly. We introduce a more general version of the problem
(α,β,d)-Hitting Set,
which allows more precise control over how and what the hitting set targets.
Employing the framework of Parameterized Complexity we show that despite being
NP-complete, the
(α,β,d)-Hitting Set
problem is fixed-parameter tractable with a kernel of size O(αdkd) when we parameterize by the size k of the
hitting set and the maximum number α of the minimum number of hits,
and taking the maximum degree d of the target sets as a
constant. We demonstrate the application of this problem to multiple drug
selection for cancer therapy, showing the flexibility of the problem in
tailoring such drug sets. The fixed-parameter tractability result indicates that
for low values of the parameters the problem can be solved quickly using exact
methods. We also demonstrate that the problem is indeed practical, with
computation times on the order of 5 seconds, as compared to previous Hitting Set
applications using the same dataset which exhibited times on the order of 1 day,
even with relatively relaxed notions for what constitutes a low value for the
parameters. Furthermore the existence of a kernelization for
(α,β,d)-Hitting Set
indicates that the problem is readily scalable to large datasets.
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Affiliation(s)
- Drew Mellor
- Centre for Bioinformatics, Biomarker Discovery and Information Based
Medicine, The University of Newcastle, Newcastle, Australia
- Information Based Medicine Program, Hunter Medical Research Institute,
Newcastle, Australia
| | - Elena Prieto
- Centre for Bioinformatics, Biomarker Discovery and Information Based
Medicine, The University of Newcastle, Newcastle, Australia
- Information Based Medicine Program, Hunter Medical Research Institute,
Newcastle, Australia
| | - Luke Mathieson
- Centre for Bioinformatics, Biomarker Discovery and Information Based
Medicine, The University of Newcastle, Newcastle, Australia
- Information Based Medicine Program, Hunter Medical Research Institute,
Newcastle, Australia
| | - Pablo Moscato
- Centre for Bioinformatics, Biomarker Discovery and Information Based
Medicine, The University of Newcastle, Newcastle, Australia
- Information Based Medicine Program, Hunter Medical Research Institute,
Newcastle, Australia
- * E-mail:
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20
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Salvage treatment in metastatic breast cancer with weekly paclitaxel and bevacizumab. Cancer Chemother Pharmacol 2010; 68:217-23. [DOI: 10.1007/s00280-010-1475-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2010] [Accepted: 09/21/2010] [Indexed: 10/19/2022]
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21
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Abstract
Angiogenesis is an important component of cancer growth, invasion and metastasis. Therefore, inhibition of angiogenesis is an attractive strategy for treatment of cancer. We describe existing clinical trials of antiangiogenic agents and the challenges facing the clinical development and optimal use of these agents for the treatment of breast cancer. Currently, the most promising approach has been the use of bevacizumab, a humanized monoclonal antibody directed against the most potent pro-angiogenic factor, vascular endothelial growth factor (VEGF). Small molecular inhibitors of VEGF tyrosine kinase activity, such as sorafenib, appear promising. While, the role of sunitinib and inhibitors of mammalian target of rapamycin (mTOR) in breast cancer has to be defined. Several unanswered questions remain, such as choice of drug(s), optimal duration of therapy and patient selection criteria.
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Affiliation(s)
- Dorte Lisbet Nielsen
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark
| | - Michael Andersson
- Department of Oncology, Finsen Centre, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, DK-2100 Copenhagen, Denmark
| | - Jon Lykkegaard Andersen
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark
| | - Claus Kamby
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730 Herlev, Denmark
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22
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Dirix LY. Bevacizumab in the treatment of patients with advanced breast cancer: where have we landed? Ther Adv Med Oncol 2010; 2:331-42. [PMID: 21789145 PMCID: PMC3126024 DOI: 10.1177/1758834010376301] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Vast preclinical and clinical evidence has made angiogenesis one of the hallmarks of cancer. In many human tumours, vascular endothelial growth factor (VEGF) has been identified as the crucial mediator of this process. Initial studies suggested that angiogenesis, and VEGF in particular, could be inhibited without the risk of major side effects. After the pivotal data in first-line studies in patients with colorectal cancer, numerous clinical trials have been undertaken in patients with breast cancer. This review attempts to update these investigations and define the role of anti-VEGF antibody treatment in advanced breast cancer.
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Affiliation(s)
- L. Y. Dirix
- Oncology Center, St. Augustinus Hospital, Oosterveldlaan 24, 2610 Wilrijk-Antwerp, Belgium
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