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Ponnapakkam T, Saulsberry T, Hill-Odom M, Beamon T, Hooks R, Goyal N, Shaik S, Anbalagan M, Foroozesh M. Anti-cancer effectiveness of a novel ceramide analog on chemo-sensitive and chemo-resistant breast cancers. Anticancer Drugs 2024; 35:12-21. [PMID: 37578744 PMCID: PMC10840646 DOI: 10.1097/cad.0000000000001536] [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] [Indexed: 08/15/2023]
Abstract
INTRODUCTION Ceramides are known to show anti-cancer activity. A novel ceramide analog, (S,E)-3-hydroxy-2-(2-hydroxybenzylidene)amino-N-tetradecylpropanamide (analog 315) was developed as part of a larger study focused on finding more effective breast cancer treatments. OBJECTIVE To assess whether analog 315 shows any or a combination of the following effects in breast cancer cells in vitro: inhibiting proliferation, inducing apoptosis, and altering protein expression. Also, to determine whether it inhibits chemo-resistant breast cancer tumor growth in vivo mouse model. METHODS In vitro cell proliferation and apoptosis after treatment with analog 315 were assessed in three breast cancer cell lines (MCF-7, MCF-7TN-R, and MDA-MB-231) and reported. Protein expression was assessed by microarray assay. For the in vivo studies, chemo-resistant breast cancer cells were used for tumor development in two groups of mice (treated and control). Analog 315 (25 mg/kg/day) or control (dimethyl sulfoxide) was administered intraperitoneally for 7 days. Effects of analog 315 on inhibiting the growth of chemo-resistant breast cancer tumors after treatment are reported. RESULTS Analog 315 reduced MCF-7TN-R chemo-resistant tumor burden (volume and weight) in mice. Liver metastasis was observed in control mice, but not in the treated animals. Ki-67, a proliferation marker for breast cancer cells, increased significantly ( P < 0.05) in control tumor tissue. In vitro studies showed that analog 315 inhibited cell proliferation, altered protein expression and induced apoptosis in all three breast cancer cell lines studied, of which the effects on MCF-7TN-R cells were the most significant. CONCLUSION Analog 315 reduced tumor growth in chemo-resistant breast cancer, inhibited cell proliferation, altered protein expression, and induced apoptosis in all three cell lines studied.
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Affiliation(s)
| | | | | | - Teresa Beamon
- Department of Chemistry, Xavier University of Louisiana
| | - Royce Hooks
- Department of Chemistry, Xavier University of Louisiana
| | - Navneet Goyal
- Department of Chemistry, Xavier University of Louisiana
| | - Shahensha Shaik
- Cell and Molecular Biology and Bioinformatic Core, College of Pharmacy, Xavier University of Louisiana
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Thomsen AR, Sahlmann J, Bronsert P, Schilling O, Poensgen F, May AM, Timme-Bronsert S, Grosu AL, Vaupel P, Gebbers JO, Multhoff G, Lüchtenborg AM. Protocol of the HISTOTHERM study: assessing the response to hyperthermia and hypofractionated radiotherapy in recurrent breast cancer. Front Oncol 2023; 13:1275222. [PMID: 38169879 PMCID: PMC10759986 DOI: 10.3389/fonc.2023.1275222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/20/2023] [Indexed: 01/05/2024] Open
Abstract
Introduction Breast cancer is globally the leading cancer in women, and despite the high 5-year survival rate the most frequent cause of cancer related deaths. Surgery, systemic therapy and radiotherapy are the three pillars of curative breast cancer treatment. However, locoregional recurrences frequently occur after initial treatment and are often challenging to treat, amongst others due to high doses of previous radiotherapy treatments. Radiotherapy can be combined with local hyperthermia to sensitize tumor cells to radiation and thereby significantly reduce the required radiation dose. Therefore, the combination treatment of mild local hyperthermia, i.e. locally heating of the tissue to 39-43°C, and re-irradiation with a reduced total dose is a relevant treatment option for previously irradiated patients. The mechanisms of this effect in the course of the therapy are to date not well understood and will be investigated in the HISTOTHERM study. Methods and analyses Patients with local or (loco)regional recurrent breast cancer with macroscopic tumors are included in the study. Local tumor control is evaluated clinically and histologically during the course of a combination treatment of 60 minutes mild superficial hyperthermia (39 - 43°C) using water-filtered infrared A (wIRA) irradiation, immediately followed by hypofractionated re-irradiation with a total dose of 20-24 Gy, administered in weekly doses of 4 Gy. Tumor and tumor stroma biopsies as well as blood samples will be collected prior to treatment, during therapy (at a dose of 12 Gy) and in the follow-up to monitor therapy response. The treatment represents the standard operating procedure for hyperthermia plus re-irradiation. Various tissue and blood-based markers are analyzed. We aim at pinpointing key mechanisms and markers for therapy response which may help guiding treatment decisions in future. In addition, quality of life in the course of treatment will be assessed and survival data will be evaluated. Registration The study is registered at the German Clinical Trials Register, Deutsches Register Klinischer Studien (DRKS00029221).
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Affiliation(s)
- Andreas R. Thomsen
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
| | - Jörg Sahlmann
- Institute for Medical Biometry and Statistics, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Peter Bronsert
- Tumorbank Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Oliver Schilling
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Felicia Poensgen
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Pediatric Department, Black Forest Baar Clinic, Villingen-Schwenningen, Germany
| | - Annette M. May
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Medizinisches Versorgungszentrum Laaff, Freiburg, Germany
| | - Sylvia Timme-Bronsert
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
| | - Peter Vaupel
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
| | - Jan-Olaf Gebbers
- Department of Pathology, Working Group Digital Pathology, University of Berne, Bern, Switzerland
| | - Gabriele Multhoff
- Center for Translational Cancer Research, Klinikum rechts der Isar, Department of Radiation Oncology, Technical University Munich (TUM), Munich, Germany
| | - Anne-Marie Lüchtenborg
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Freiburg, Germany
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Shi Y, Olsson LT, Hoadley KA, Calhoun BC, Marron JS, Geradts J, Niethammer M, Troester MA. Predicting early breast cancer recurrence from histopathological images in the Carolina Breast Cancer Study. NPJ Breast Cancer 2023; 9:92. [PMID: 37952058 PMCID: PMC10640636 DOI: 10.1038/s41523-023-00597-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 10/20/2023] [Indexed: 11/14/2023] Open
Abstract
Approaches for rapidly identifying patients at high risk of early breast cancer recurrence are needed. Image-based methods for prescreening hematoxylin and eosin (H&E) stained tumor slides could offer temporal and financial efficiency. We evaluated a data set of 704 1-mm tumor core H&E images (2-4 cores per case), corresponding to 202 participants (101 who recurred; 101 non-recurrent matched on age and follow-up time) from breast cancers diagnosed between 2008-2012 in the Carolina Breast Cancer Study. We leveraged deep learning to extract image information and trained a model to identify recurrence. Cross-validation accuracy for predicting recurrence was 62.4% [95% CI: 55.7, 69.1], similar to grade (65.8% [95% CI: 59.3, 72.3]) and ER status (66.3% [95% CI: 59.8, 72.8]). Interestingly, 70% (19/27) of early-recurrent low-intermediate grade tumors were identified by our image model. Relative to existing markers, image-based analyses provide complementary information for predicting early recurrence.
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Affiliation(s)
- Yifeng Shi
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Linnea T Olsson
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Benjamin C Calhoun
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J S Marron
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Joseph Geradts
- Department of Pathology, East Carolina University, Greenville, NC, USA
| | - Marc Niethammer
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Melissa A Troester
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Sopik V, Lim D, Sun P, Narod SA. Prognosis after Local Recurrence in Patients with Early-Stage Breast Cancer Treated without Chemotherapy. Curr Oncol 2023; 30:3829-3844. [PMID: 37185403 PMCID: PMC10136458 DOI: 10.3390/curroncol30040290] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/27/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023] Open
Abstract
Background: Many women with early-stage breast cancer are predicted to be at sufficiently low risk for recurrence that they may forego chemotherapy. Nevertheless, some low-risk women will experience a local recurrence, and for them the risk of death increases significantly thereafter. The utility of initiating chemotherapy at the time of local recurrence has not been adequately addressed. The purpose of this study is to identify, in a hospital-based series of patients with early-stage breast cancer who were not treated with chemotherapy, those factors which predict death post local recurrence. Methods: We identified 135 women who were diagnosed with early-stage breast cancer (node-negative, <5 cm) and who did not receive chemotherapy at diagnosis and who developed a local recurrence. They were diagnosed between 1987 and 2000 and treated at Women’s College Hospital. For each patient, we abstracted information on the initial cancer (age at diagnosis, tumour size, tumour grade, ER status, PR status, HER2 status, lympho-vascular invasion, type of surgery, use of radiotherapy, tamoxifen and chemotherapy), the time from initial diagnosis to local recurrence and treatment at recurrence. The Kaplan–Meier method was used to estimate the ten-year actuarial risk of breast cancer death post recurrence. A Cox proportional hazards model was used to estimate multivariate hazard ratios for the various factors. Results: Among the 135 women in the cohort, the mean time from initial diagnosis to local recurrence was 7.8 years (range: 0.3 to 22.6 years). A total of 38 of the 135 women (28.1%) died of breast cancer a mean of 5.3 years after experiencing the local recurrence (range: 0.3 to 17 years). The ten-year breast cancer survival post local recurrence was 71% and the 15-year survival was 65%. In a multivariate analysis, it was found that factors that were significantly associated with death after local recurrence were (1) PR-negative status, (2) young age at diagnosis (<40 years) and (3) time to local recurrence less than 2 years. Nine percent of women received chemotherapy at the time of local recurrence. Conclusions: For breast cancer patients with a low baseline risk of mortality, the risk of death after an isolated local recurrence is substantial. Systemic treatment at the time of local recurrence needs further study.
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Batyrbekova N, Bower H, Dickman PW, Ravn Landtblom A, Hultcrantz M, Szulkin R, Lambert PC, Andersson TML. Modelling multiple time-scales with flexible parametric survival models. BMC Med Res Methodol 2022; 22:290. [PMID: 36352351 PMCID: PMC9644623 DOI: 10.1186/s12874-022-01773-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 10/25/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND There are situations when we need to model multiple time-scales in survival analysis. A usual approach in this setting would involve fitting Cox or Poisson models to a time-split dataset. However, this leads to large datasets and can be computationally intensive when model fitting, especially if interest lies in displaying how the estimated hazard rate or survival change along multiple time-scales continuously. METHODS We propose to use flexible parametric survival models on the log hazard scale as an alternative method when modelling data with multiple time-scales. By choosing one of the time-scales as reference, and rewriting other time-scales as a function of this reference time-scale, users can avoid time-splitting of the data. RESULT Through case-studies we demonstrate the usefulness of this method and provide examples of graphical representations of estimated hazard rates and survival proportions. The model gives nearly identical results to using a Poisson model, without requiring time-splitting. CONCLUSION Flexible parametric survival models are a powerful tool for modelling multiple time-scales. This method does not require splitting the data into small time-intervals, and therefore saves time, helps avoid technological limitations and reduces room for error.
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Affiliation(s)
- Nurgul Batyrbekova
- grid.4714.60000 0004 1937 0626Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden ,grid.511386.8SDS Life Science AB, Stockholm, Sweden
| | - Hannah Bower
- grid.4714.60000 0004 1937 0626Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Paul W. Dickman
- grid.4714.60000 0004 1937 0626Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Anna Ravn Landtblom
- grid.4714.60000 0004 1937 0626Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden ,grid.416648.90000 0000 8986 2221Department of Medicine, Division of Hematology, Stockholm South Hospital, Stockholm, Sweden
| | - Malin Hultcrantz
- grid.4714.60000 0004 1937 0626Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden ,grid.51462.340000 0001 2171 9952Department of Medicine, Myeloma Service, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Robert Szulkin
- grid.4714.60000 0004 1937 0626Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden ,grid.511386.8SDS Life Science AB, Stockholm, Sweden
| | - Paul C. Lambert
- grid.4714.60000 0004 1937 0626Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden ,grid.9918.90000 0004 1936 8411Biostatistics Research Group, Department of Health Sciences, University of Leicester, Leicester, UK
| | - Therese M-L. Andersson
- grid.4714.60000 0004 1937 0626Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Interactive exploration of a global clinical network from a large breast cancer cohort. NPJ Digit Med 2022; 5:113. [PMID: 35948579 PMCID: PMC9365762 DOI: 10.1038/s41746-022-00647-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/27/2022] [Indexed: 11/08/2022] Open
Abstract
Despite unprecedented amount of information now available in medical records, health data remain underexploited due to their heterogeneity and complexity. Simple charts and hypothesis-driven statistics can no longer apprehend the content of information-rich clinical data. There is, therefore, a clear need for powerful interactive visualization tools enabling medical practitioners to perceive the patterns and insights gained by state-of-the-art machine learning algorithms. Here, we report an interactive graphical interface for use as the front end of a machine learning causal inference server (MIIC), to facilitate the visualization and comprehension by clinicians of relationships between clinically relevant variables. The widespread use of such tools, facilitating the interactive exploration of datasets, is crucial both for data visualization and for the generation of research hypotheses. We demonstrate the utility of the MIIC interactive interface, by exploring the clinical network of a large cohort of breast cancer patients treated with neoadjuvant chemotherapy (NAC). This example highlights, in particular, the direct and indirect links between post-NAC clinical responses and patient survival. The MIIC interactive graphical interface has the potential to help clinicians identify actionable nodes and edges in clinical networks, thereby ultimately improving the patient care pathway.
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De Francesco EM, Cirillo F, Vella V, Belfiore A, Maggiolini M, Lappano R. Triple-negative breast cancer drug resistance, durable efficacy, and cure: How advanced biological insights and emerging drug modalities could transform progress. Expert Opin Ther Targets 2022; 26:513-535. [PMID: 35761781 DOI: 10.1080/14728222.2022.2094762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Triple-negative breast cancer (TNBC) is a heterogeneous disease characterized by the lack of estrogen receptor (ER), progesterone receptor (PR) and epidermal growth factor receptor 2 (HER2) and often associated with poor survival outcomes. The backbone of current treatments for TNBC relies on chemotherapy; however, resistance to cytotoxic agents is a commonly encountered hurdle to overcome. AREAS COVERED : Current understanding on the mechanisms involved in TNBC chemoresistance is evaluated and novel potential actionable targets and recently explored modalities for carrying and delivering chemotherapeutics are highlighted. EXPERT OPINION : A comprehensive identification of both genomic and functional TNBC signatures is required for a more definite categorization of the patients in order to prevent insensitivity to chemotherapy and therefore realize the full potential of precision-medicine approaches. In this scenario, cell-line-derived xenografts (CDX), patient-derived xenografts (PDX), patient-derived orthotopic xenografts (PDOX) and patient-derived organoids (PDO) are indispensable experimental models for evaluating the efficacy of drug candidates and predicting the therapeutic response. The combination of increasingly sensitive "omics" technologies, computational algorithms and innovative drug modalities may accelerate the successful translation of novel candidate TNBC targets from basic research to clinical settings, thus contributing to reach optimal clinical output, with lower side effects and reduced resistance.
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Affiliation(s)
- Ernestina Marianna De Francesco
- Endocrinology, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, 95122 Catania, Italy
| | - Francesca Cirillo
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Veronica Vella
- Endocrinology, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, 95122 Catania, Italy
| | - Antonino Belfiore
- Endocrinology, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, 95122 Catania, Italy
| | - Marcello Maggiolini
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Rosamaria Lappano
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
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Pedersen RN, Mellemkjær L, Ejlertsen B, Nørgaard M, Cronin-Fenton DP. Mortality After Late Breast Cancer Recurrence in Denmark. J Clin Oncol 2022; 40:1450-1463. [PMID: 35171656 DOI: 10.1200/jco.21.02062] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Late breast cancer (BC) recurrence (ie, ≥ 10 years after primary diagnosis) may have a more favorable prognosis than earlier recurrence. We investigated the risk of BC death after late recurrence, identified prognostic factors, and compared survival after early and late recurrence. METHODS Using the Danish Breast Cancer Group and other nationwide databases, we identified women with early or late BC recurrence during 2004-2018, who were alive 6 months after recurrence. We followed them until BC death, death from other causes, emigration, 10 years, or December 31, 2018, whichever came first. We calculated mortality rates (MRs) per 1,000 person-years (PY) and cumulative BC mortality, for early versus late recurrence, and by characteristics of the primary tumor and the late recurrence. Using Cox regression, we calculated adjusted hazard ratios (HRs) for BC death, accounting for death from other causes as competing risks. RESULTS Among 2,004 patients with late recurrence, 721 died of BC with a median survival time of 10 years (MR = 84.8 per 1,000 PY; 10-year cumulative mortality = 50%). Among 1,528 patients with early recurrence, 1,092 BC deaths occurred with a median survival time of 4 years (MR = 173.9 per 1,000 PY; 10-year cumulative mortality = 72%). We observed a lower hazard of BC-specific death among patients who developed late compared with early recurrence (hazard ratio = 0.72; 95% CI, 0.62 to 0.85). Advanced stage at primary diagnosis, distant metastases, adjuvant treatment for locoregional recurrence, and systemic treatment for distant recurrence were associated with increased mortality after late recurrence. Breast-conserving surgery at primary diagnosis, locoregional recurrence, and surgery for recurrence were associated with lower mortality after late recurrence. CONCLUSION Patients with late recurrence had more favorable prognosis than patients with early recurrence. The localization of recurrent disease was the main prognostic factor for BC death.
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Affiliation(s)
- Rikke Nørgaard Pedersen
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | | | - Bent Ejlertsen
- Danish Breast Cancer Group, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Mette Nørgaard
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Deirdre P Cronin-Fenton
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
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Bera A, Russ E, Karaian J, Landa A, Radhakrishnan S, Subramanian M, Hueman M, Pollard HB, Hu H, Shriver CD, Srivastava M. Circulating Cell-free DNA in Serum as a Marker for the Early Detection of Tumor Recurrence in Breast Cancer Patients. CANCER DIAGNOSIS & PROGNOSIS 2022; 2:285-292. [PMID: 35530653 PMCID: PMC9066529 DOI: 10.21873/cdp.10106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND/AIM Circulating cell-free DNA (cfDNA) isolated from serum by noninvasive procedures can serve as a potential biomarker for the early detection of many cancers. The aim of this study was to implement a simple, yet effective quantitative method for measuring the cfDNA in serum and to investigate the relationship between cfDNA and the occurrence of recurrence in breast cancer (BrCa) patients. PATIENTS AND METHODS A total of 240 cases were selected, which comprised different subtypes of BrCa patients and control individuals. We selected 20 serum samples from patients which showed recurrence after 4-7 years of disease-free survival. SYBR green was used as a reporter molecule to estimate the amount of cfDNA in these serum samples. RESULTS A global Wilcoxon analysis was performed to compare the cfDNA abundance between non-recurrent and recurrent patients. The amount of cfDNA was higher in recurrent patients (recurrent vs. non-recurrent ratio=1.3; p=0.03; AUC=0.76) compared to non-recurrent patients. The data between normal/healthy controls and non-recurrent patients indicated no significant differences (n=20 in each group, healthy to non-recurrent ratio=1.03; p=0.20; AUC=0.61). CONCLUSION We implemented a straightforward one-step technique to measure the amount of cfDNA in serum, which can translate into a clinical diagnostic tool in the near future. The high levels of cfDNA in the serum of recurrent BrCa patients compared to non-recurrent BrCa patients indicates a possible uncovered role for circulating genetic information, which either contributes to the cancer recurrence phenomenon or at the very least, serves as an identifier for the potential of recurrence.
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Affiliation(s)
- Alakesh Bera
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Eric Russ
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - John Karaian
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Adam Landa
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Surya Radhakrishnan
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Madhan Subramanian
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Matthew Hueman
- Murtha Cancer Center, Uniformed Services University/Walter Reed National Military Medical Center, Bethesda, MD, U.S.A
| | - Harvey B Pollard
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine, Windber, PA, U.S.A
| | - Craig D Shriver
- Murtha Cancer Center, Uniformed Services University/Walter Reed National Military Medical Center, Bethesda, MD, U.S.A
| | - Meera Srivastava
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
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Thomas A, Parsons HA, Smith KL. Late Recurrence Following Early Breast Cancer. J Clin Oncol 2022; 40:1400-1406. [PMID: 35239445 PMCID: PMC9061154 DOI: 10.1200/jco.22.00167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The Oncology Grand Rounds series is designed to place original reports published in the Journal into clinical context. A case presentation is followed by a description of diagnostic and management challenges, a review of the relevant literature, and a summary of the authors' suggested management approaches. The goal of this series is to help readers better understand how to apply the results of key studies, including those published in the Journal of Clinical Oncology, to patients seen in their own clinical practice.
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Affiliation(s)
- Alexandra Thomas
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
| | | | - Karen Lisa Smith
- Women's Malignancies Disease Group, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD
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11
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Association between recurrent breast cancer and phthalate exposure modified by hormone receptors and body mass index. Sci Rep 2022; 12:2858. [PMID: 35190574 PMCID: PMC8861041 DOI: 10.1038/s41598-022-06709-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 01/31/2022] [Indexed: 12/11/2022] Open
Abstract
The association between phthalate exposure and breast cancer remains controversial. We performed a prospective patient cohort design to explore the interaction between creatinine-corrected urinary phthalate metabolites and hormone receptors as well as body mass index (BMI) on recurrent breast cancer. In this follow-up study, 636 female breast cancer patients and 45 new recurrent cases diagnosed for a total of 1576.68 person-years of follow-up were recruited. Mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP) was negatively associated with breast cancer recurrence, with adjusted hazard ratio (aHR) 3rd vs. 1st quartile of 0.15 (95% CI 0.04–0.51). The MEOHP presented as a non-monotonic dose–response (NMDR) curve, being U-shaped. In the stratification of hormone receptors, MEOHP still exhibited a U-shaped dose–response curve. The third quartile of MEOHP showed significant lowest recurrent risk in the status of ER-positive (aHR 0.18, 95% CI 0.05–0.66), PR-negative (aHR 0.14, 95% CI 0.03–0.63), and HER2-negative (aHR 0.24, 95% CI 0.08–0.76). Whether in BMI < 25 or in BMI ≥ 25, the third quartile of MEOHP was negatively associated with recurrent breast cancer, and there was a negative interaction on an additive scale between MEOHP and BMI (pinteraction = 0.042). The association between MEOHP and recurrent breast cancer was modified by hormone receptors and BMI.
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Vrieling C, Assele SY, Moser L, Sauvé N, Litière S, Fourquet A, Poortmans P, Struikmans H, van Tienhoven G, Bartelink H, Collette L. The impact of isolated local recurrence on long-term outcome in early-breast cancer patients after breast-conserving therapy. Eur J Cancer 2021; 155:28-37. [PMID: 34333446 DOI: 10.1016/j.ejca.2021.06.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 06/08/2021] [Accepted: 06/12/2021] [Indexed: 01/22/2023]
Abstract
PURPOSE To analyse the prognostic impact of isolated local recurrence (ILR) on long-term outcome for early-breast cancer patients treated with breast-conserving therapy. MATERIAL AND METHODS The data of the EORTC 22881-10882 'boost-no boost' and 22922-10925 'IM-MS' trials were used to analyse the prevalence and outcome following ILR. A multistate model described the impact of intermediate events on long-term outcomes, taking into account various prognostic factors. This model was used to predict long-term outcomes after ILR. RESULTS Of the 8367 patients included, 726 experienced an ILR, 11.6% of them within the first 2 years and 30.0% after 10 years. Ten-year cumulative breast cancer mortality rates after ILR were 58.2% in patients with an ILR within 2 years, 31.0% for ILR between 2 and 4 years, 17.6% in patients with an ILR between 4 and 10 years, and 29.7% for ILR after year 10 (p < 0.001). The multistate model showed that when tumour-free, younger breast cancer patients had a higher probability of developing ILR compared to older patients. Shorter time to ILR was associated with a higher chance to develop distant metastases (DM), and a shorter time to development of DM were associated with an increased hazard of breast cancer-related death. The multistate model enabled prediction of long-term outcome based on individual patient covariates, length of follow-up without recurrence and timing of ILR since randomisation. CONCLUSIONS Outcome of early-breast cancer changed not only according to baseline risk factors but also according to the presence of intermediate events, time to these events, and subsequent follow-up without any further events.
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Affiliation(s)
- Conny Vrieling
- Hirslanden Clinique des Grangettes, Geneva, Switzerland.
| | - Samson Y Assele
- Research Centre for Operations Research and Statistics (ORSTAT), Leuven, Belgium; EORTC Headquarters, Brussels, Belgium
| | | | | | | | | | - Philip Poortmans
- Iridium Netwerk, Wilrijk-Antwerp, Belgium; University of Antwerp, Center for Oncological Research (CORE), Wilrijk-Antwerp, Belgium
| | | | - Geertjan van Tienhoven
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Harry Bartelink
- The Netherlands Cancer Institute, Amsterdam, the Netherlands
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TrkA Interacts with and Phosphorylates STAT3 to Enhance Gene Transcription and Promote Breast Cancer Stem Cells in Triple-Negative and HER2-Enriched Breast Cancers. Cancers (Basel) 2021; 13:cancers13102340. [PMID: 34066153 PMCID: PMC8150921 DOI: 10.3390/cancers13102340] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/05/2021] [Accepted: 05/07/2021] [Indexed: 01/15/2023] Open
Abstract
Simple Summary Breast cancer is the leading cancer in American women. Due to the inherent aggressiveness of triple-negative and HER2-enriched breast cancers, it is imperative to identify novel molecular targets for therapeutic intervention. Due to their abnormal activities in metastatic breast cancers, JAK2–STAT3 and TrkA pathways have been individually implicated in aggressive breast tumors. However, their co-activation and signaling interactions have not been thoroughly investigated. Therefore, our study aimed to elucidate the extent of crosstalk between JAK2–STAT3 and TrkA signaling pathways and its impact on breast cancer. Our data revealed a novel interaction between TrkA and STAT3, and that this interaction results in STAT3 phosphorylation and activation by TrkA, leading to enhanced stemness gene expression and stem cell renewal. We further found that the co-activation of JAK2–STAT3 and TrkA pathways is correlated with shorter time to develop overall and organ-specific metastasis, suggesting that this signaling crosstalk underlies the aggressiveness of triple-negative and HER2-enriched breast cancers. Abstract JAK2–STAT3 and TrkA signaling pathways have been separately implicated in aggressive breast cancers; however, whether they are co-activated or undergo functional interaction has not been thoroughly investigated. Herein we report, for the first time that STAT3 and TrkA are significantly co-overexpressed and co-activated in triple-negative breast cancer (TNBC) and HER2-enriched breast cancer, as shown by immunohistochemical staining and data mining. Through immunofluorescence staining–confocal microscopy and immunoprecipitation–Western blotting, we found that TrkA and STAT3 co-localize and physically interact in the cytoplasm, and the interaction is dependent on STAT3-Y705 phosphorylation. TrkA–STAT3 interaction leads to STAT3 phosphorylation at Y705 by TrkA in breast cancer cells and cell-free kinase assays, indicating that STAT3 is a novel substrate of TrkA. β-NGF-mediated TrkA activation induces TrkA–STAT3 interaction, STAT3 nuclear transport and transcriptional activity, and the expression of STAT3 target genes, SOX2 and MYC. The co-activation of both pathways promotes breast cancer stem cells. Finally, we found that TNBC and HER2-enriched breast cancer with JAK2–STAT3 and TrkA co-activation are positively associated with poor overall metastasis-free and organ-specific metastasis-free survival. Collectively, our study uncovered that TrkA is a novel activating kinase of STAT3, and their co-activation enhances gene transcription and promotes breast cancer stem cells in TNBC and HER2-enriched breast cancer.
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Tjoe JA, Heslin K, Perez Moreno AC, Thomas S, Kram JJF. Factors Associated With Breast Cancer Surgery Delay Within a Coordinated Multihospital Community Health System: When Does Surgical Delay Impact Outcome? Clin Breast Cancer 2021; 22:e91-e100. [PMID: 34119430 DOI: 10.1016/j.clbc.2021.04.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 04/22/2021] [Accepted: 04/24/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Multiple factors influence the time elapsed between diagnosis of breast cancer and surgical extirpation of the primary tumor. The disease-free interval between resection of primary breast cancer and first evidence of recurrence is predictive of mortality. We aimed to determine patient, disease, and treatment factors associated with a delay in time to surgery (TTS) and identify the point when prolonged TTS negatively impacts disease-free survival. PATIENTS AND METHODS Cancer registry and electronic medical record data for patients with breast cancer who underwent surgery as first course of treatment during 2006-2016 were retrospectively reviewed. Patients undergoing surgery in ≤30 vs. 31-60 vs. >60 days of initial diagnosis were compared. Kaplan-Meier survival analyses with Cox proportional hazards were performed to evaluate impact of time from breast cancer diagnosis to definitive therapeutic surgery on breast cancer recurrence or death (all-cause). RESULTS Overall, 4462 patients were analyzed, 43.4% of whom underwent surgery beyond 30 days. The following factors were associated with TTS >30 days: age <50, non-Hispanic White race/ethnicity, commercial or health exchange/Medicaid insurance, diagnosis of noninvasive disease (i.e., ductal carcinoma in situ), had breast magnetic resonance imaging before definitive surgery, underwent total mastectomy (especially if immediate reconstruction, particularly if autologous, was performed), and did not receive adjuvant therapies (P < .001 for all). After adjusting for relevant variables, significant predictors of recurrence/death included a TTS >60 days, increased patient age, higher breast cancer stage, and triple-negative biomarker expression. CONCLUSION Risk of recurrence or death is not compromised until TTS exceeds 60 days after initial breast cancer diagnosis.
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Affiliation(s)
- Judy A Tjoe
- Department of Surgical Breast Oncology, Aurora Sinai Medical Center, Milwaukee, WI; Translational Oncology Research Quest for Understanding and Exploration (TORQUE), Milwaukee, WI; Advocate Aurora Research Institute, Advocate Aurora Health, Milwaukee, WI; Department of Surgery, University of Wisconsin and School of Medicine and Public Health, Madison WI.
| | - Kayla Heslin
- Advocate Aurora Research Institute, Advocate Aurora Health, Milwaukee, WI; Aurora University of Wisconsin Medical Group, Advocate Aurora Health, Milwaukee, WI; Center for Urban Population Health, Milwaukee, WI
| | - Ana C Perez Moreno
- Advocate Aurora Research Institute, Advocate Aurora Health, Milwaukee, WI
| | - Shanita Thomas
- Advocate Aurora Research Institute, Advocate Aurora Health, Milwaukee, WI
| | - Jessica J F Kram
- Aurora University of Wisconsin Medical Group, Advocate Aurora Health, Milwaukee, WI; Center for Urban Population Health, Milwaukee, WI
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Cortesi L, Rugo HS, Jackisch C. An Overview of PARP Inhibitors for the Treatment of Breast Cancer. Target Oncol 2021; 16:255-282. [PMID: 33710534 PMCID: PMC8105250 DOI: 10.1007/s11523-021-00796-4] [Citation(s) in RCA: 162] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 12/13/2022]
Abstract
Loss-of-function mutations in BRCA1 and BRCA2 are detected in at least 5% of unselected patients with breast cancer (BC). These BC susceptibility genes encode proteins critical for DNA homologous recombination repair (HRR). This review provides an update on oral poly(ADP-ribose) polymerase (PARP) inhibitors for the treatment of BC. Olaparib and talazoparib are PARP inhibitors approved as monotherapies for deleterious/suspected deleterious germline BRCA-mutated, HER2-negative BC. Olaparib is approved in the USA for metastatic BC and in Europe for locally advanced/metastatic BC. Talazoparib is approved for locally advanced/metastatic BC in the USA and Europe. In phase 3 trials, olaparib and talazoparib monotherapies demonstrated significant progression-free survival benefits compared with chemotherapy. Common toxicities were effectively managed by supportive treatment and dose interruptions/reductions. Veliparib combined with platinum-based chemotherapy has also shown promise for locally advanced/metastatic BC in a phase 3 trial. Differences in efficacy and safety across PARP inhibitors (olaparib, talazoparib, veliparib, niraparib, rucaparib) may relate to differences in potency of PARP trapping on DNA and cytotoxic specificity. PARP inhibitors are being investigated in early BC, in novel combinations, and in patients without germline BRCA mutations, including those with somatic BRCA mutations and other HRR gene mutations. Ongoing phase 2/3 studies include PARP inhibitors combined with immune checkpoint inhibitors for the treatment of triple-negative BC. Wider access to testing for BRCA and other mutations, and to genetic counseling, are required to identify patients who could benefit from PARP inhibitor therapy. The advent of PARP inhibitors has potential benefits for BC treatment beyond the locally advanced/metastatic setting.
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Affiliation(s)
- Laura Cortesi
- Department of Oncology and Hematology, Azienda Ospedaliero, Universitaria di Modena Ospedale Civile di Baggiovara, Modena, Italy
| | - Hope S Rugo
- University of California San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Christian Jackisch
- Sana Klinikum Offenbach, Department of Obstetrics and Gynecology and Breast Cancer Center, Starkenburgring 66, 63069, Offenbach, Germany.
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Factors associated with breast cancer recurrence and survival at Sangre Grande Hospital, Trinidad. Cancer Causes Control 2021; 32:763-772. [PMID: 33835281 DOI: 10.1007/s10552-021-01427-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 03/26/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE The aim of this study is to determine the demographic, pathological, and treatment-related factors that predict recurrence and survival in a Trinidadian cohort of breast cancer patients. METHODS The inclusion criteria for this study were female, over 18 years, and with a primary breast cancer diagnosis confirmed by a biopsy report occurring between 2010 and 2015 at Sangre Grande Hospital, Trinidad. Univariate associations with 5-year recurrence-free survival and 5-year overall survival were calculated using the Kaplan-Meier method for categorical variables and Cox Proportional Hazards for continuous variables. A multivariate model for prediction of recurrence and survival was determined using Cox regression. RESULTS For the period 2010-2015, 202 records were abstracted. Five-year overall survival and recurrence-free survival rates were found to be 74.3% and 56.4%, respectively. Median times from first suspicious finding to date of biopsy report, date of surgery, and date of chemotherapy were 63 days, 125 days, and 189 days, respectively. In the univariate analysis, age (p = 0.038), stage (p < 0.001), recurrence (p = 0.035), surgery (p = 0.016), ER (p < 0.001) status, PR status (p < 0.001), and subtype (p < 0.001) were significantly associated with survival. Additionally, stage (p = 0.004), N score (p = 0.002), ER (p = 0.028) status, PR (p = 0.018) status, and subtype (p = 0.025) were significantly associated with recurrence. In the Cox multivariate model, Stage 4 was a significant predictor of survival (HR 6.77, 95% CI [0.09-2.49], p = 0.047) and N3 score was a significant predictor of recurrence (HR 4.47, 95% CI [1.29-15.54], p = 0.018). CONCLUSION This study reports a 5-year breast cancer survival rate of 74.3%, and a recurrence-free survival rate of 56.4% in Trinidad for the period 2010-2015.
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Byun WS, Kim WK, Yoon JS, Jarhad DB, Jeong LS, Lee SK. Antiproliferative and Antimigration Activities of Fluoro-Neplanocin A via Inhibition of Histone H3 Methylation in Triple-Negative Breast Cancer. Biomolecules 2020; 10:biom10040530. [PMID: 32244385 PMCID: PMC7226301 DOI: 10.3390/biom10040530] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 03/30/2020] [Accepted: 03/30/2020] [Indexed: 12/13/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is among the most aggressive and potentially metastatic malignancies. Most affected patients have poor clinical outcomes due to the lack of specific molecular targets on tumor cells. The upregulated expression of disruptor of telomeric silencing 1-like (DOT1L), a histone methyltransferase specific for the histone H3 lysine 79 residue (H3K79), is strongly correlated with TNBC cell aggressiveness. Therefore, DOT1L is considered a potential molecular target in TNBC. Fluoro-neplanocin A (F-NepA), an inhibitor of S-adenosylhomocysteine hydrolase, exhibited potent antiproliferative activity against various types of cancer cells, including breast cancers. However, the molecular mechanism underlying the anticancer activity of F-NepA in TNBC cells remains to be elucidated. We determined that F-NepA exhibited a higher growth-inhibitory activity against TNBC cells relative to non-TNBC breast cancer and normal breast epithelial cells. Moreover, F-NepA effectively downregulated the level of H3K79me2 in MDA-MB-231 TNBC cells by inhibiting DOT1L activity. F-NepA also significantly inhibited TNBC cell migration and invasion. These activities of F-NepA might be associated with the upregulation of E-cadherin and downregulation of N-cadherin and Vimentin in TNBC cells. Taken together, these data highlight F-NepA as a strong potential candidate for the targeted treatment of high-DOT1L-expressing TNBC.
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Affiliation(s)
- Woong Sub Byun
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea; (W.S.B.); (W.K.K.)
| | - Won Kyung Kim
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea; (W.S.B.); (W.K.K.)
| | - Ji-seong Yoon
- College of Pharmacy, Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea; (J.-s.Y.); (D.B.J.); (L.S.J.)
| | - Dnyandev B. Jarhad
- College of Pharmacy, Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea; (J.-s.Y.); (D.B.J.); (L.S.J.)
| | - Lak Shin Jeong
- College of Pharmacy, Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea; (J.-s.Y.); (D.B.J.); (L.S.J.)
| | - Sang Kook Lee
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea; (W.S.B.); (W.K.K.)
- Correspondence: ; Tel.: +82-2-880-2475
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Bai J, Chen WB, Zhang XY, Kang XN, Jin LJ, Zhang H, Wang ZY. HIF-2α regulates CD44 to promote cancer stem cell activation in triple-negative breast cancer via PI3K/AKT/mTOR signaling. World J Stem Cells 2020; 12:87-99. [PMID: 32110277 PMCID: PMC7031759 DOI: 10.4252/wjsc.v12.i1.87] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 10/01/2019] [Accepted: 10/14/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Breast cancer is a common malignant tumor that seriously threatens women’s health. Breast cancer stem cell (CSC)-like cell population may be the main factor for breast cancer metastasis. Therefore, targeted therapy for CSCs has great potential significance. Hypoxia-inducible factor is a transcription factor widely expressed in tumors. Studies have shown that down-regulation of the hypoxia signaling pathway inhibits tumor stem cell self-renewal and increases the sensitivity of stem cells to radiotherapy and chemotherapy mediated by hypoxia-inducible factor-2α (HIF-2α). However, the specific mechanism remains unclear and further research is necessary.
AIM To investigate the effect of HIF-2α down-regulation on stem cell markers, microsphere formation, and apoptosis in breast cancer cell line MDA-MB-231 under hypoxia and its possible mechanism.
METHODS Immunohistochemistry was used to detect the expression of HIF-2α and CD44 in triple-negative breast cancer (TNBC) and non-TNBC tissues. Double-labeling immunofluorescence was applied to detect the co-expression of HIF-2α and CD44 in MDA-MB-231 cells and MCF-7 cells. HIF-2α was silenced by RNA interference, and the expression of CD44 and transfection efficiency were detected by real-time fluorescent quantitative PCR. Further, flow cytometry, TdT-mediated X-dUTP nick end labeling, and mammosphere formation assays were used to evaluate the effect of HIF-2α on CSCs and apoptosis. The possible mechanisms were analyzed by Western blot.
RESULTS The results of immunohistochemistry showed that HIF-2α was highly expressed in both TNBC and non-TNBC, while the expression of CD44 in different molecular types of breast cancer cells was different. In in vitro experiments, it was found that HIF-2α and CD44 were expressed almost in the same cell. Compared with hypoxia + negative-sequence control, HIF-2α small interfering ribonucleic acid transfection can lower the expression of HIF-2α and CD44 mRNA(P < 0.05), increase the percentage of apoptotic cells (P < 0.05), and resulted in a reduction of CD44+/CD24− population (P < 0.05) and mammosphere formation (P < 0.05) in hypoxic MDA-MB-231 cells. Western blot analysis revealed that phosphorylated protein-serine-threonine kinase (p-AKT) and phosphorylated mammalian target of rapamycin (p-mTOR) levels in MDA-MB-231 decreased significantly after HIF-2α silencing (P < 0.05).
CONCLUSION Down-regulation of HIF-2α expression can inhibit the stemness of human breast cancer MDA-MB-231 cells and promote apoptosis, and its mechanism may be related to the CD44/phosphoinosmde-3-kinase/AKT/mTOR signaling pathway.
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Affiliation(s)
- Jie Bai
- Thyroid and Breast Deptartment III, Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
| | - Wei-Bin Chen
- Department of Radiology, North China University of Science and Technology Affiliated Hospital, Tangshan 063000, Hebei Province, China
| | - Xiao-Yu Zhang
- Thyroid and Breast Deptartment III, Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
| | - Xiao-Ning Kang
- Department of Second Ultrasound, Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
| | - Li-Jun Jin
- Thyroid and Breast Deptartment III, Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
| | | | - Zun-Yi Wang
- Thyroid and Breast Deptartment III, Cangzhou Central Hospital, Cangzhou 061001, Hebei Province, China
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Piao J, Ning J, Shen Y. Semiparametric Model for Bivariate Survival Data Subject to Biased Sampling. J R Stat Soc Series B Stat Methodol 2019; 81:409-429. [PMID: 31435191 DOI: 10.1111/rssb.12308] [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: 11/29/2022]
Abstract
To better understand the relationship between patient characteristics and their residual survival after an intermediate event such as the local cancer recurrence, it is of interest to identify patients with the intermediate event and then analyze their residual survival data. One challenge in analyzing such data is that the observed residual survival times tend to be longer than those in the target population, since patients who die before experiencing the intermediate event are excluded from the identified cohort. We propose to jointly model the ordered bivariate survival data using a copula model and appropriately adjusting for the sampling bias. We develop an estimating procedure to simultaneously estimate the parameters for the marginal survival functions and the association parameter in the copula model, and use a two-stage expectation-maximization algorithm. Using empirical process theory, we prove that the estimators have strong consistency and asymptotic normality. We conduct simulations studies to evaluate the finite sample performance of the proposed method. We apply the proposed method to two cohort studies to evaluate the association between patient characteristics and residual survival.
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Affiliation(s)
- Jin Piao
- The University of Southern California, Los Angeles, USA
| | - Jing Ning
- The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Yu Shen
- The University of Texas MD Anderson Cancer Center, Houston, USA
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di Summa PG, Schaffer C, Tay SK, Weiler-Mithoff E. Chest resurfacing with a reverse abdominoplasty flap for invasive breast cancer recurrence. CASE REPORTS IN PLASTIC SURGERY AND HAND SURGERY 2019; 6:51-54. [PMID: 31069246 PMCID: PMC6493283 DOI: 10.1080/23320885.2019.1605293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 04/05/2019] [Indexed: 11/01/2022]
Abstract
We present a patient with recurrent breast cancer requiring massive resection of the upper chest. Management included a reverse abdominoplasty flap to resurface the anterior chest wall, with acceptable aesthetic outcomes, and adjuvant chemotherapy. RA is a simple and versatile coverage option in patients with high risk of disease recurrence.
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Affiliation(s)
- Pietro G di Summa
- Department of Plastic, Reconstructive and Hand Surgery, University Hospital of Lausanne (CHUV), Lausanne, Switzerland.,Canniesburn Plastic Surgery Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Clara Schaffer
- Department of Plastic, Reconstructive and Hand Surgery, University Hospital of Lausanne (CHUV), Lausanne, Switzerland
| | - Sherilyn K Tay
- Canniesburn Plastic Surgery Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
| | - Eva Weiler-Mithoff
- Canniesburn Plastic Surgery Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom
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Narod SA, Sopik V. Is invasion a necessary step for metastases in breast cancer? Breast Cancer Res Treat 2018; 169:9-23. [PMID: 29353366 PMCID: PMC5882625 DOI: 10.1007/s10549-017-4644-3] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Accepted: 12/23/2017] [Indexed: 02/06/2023]
Abstract
PURPOSE To review the empirical evidence to support the conventional (sequential) model of breast cancer progression, which is based on the paradigm that cancer passes through several stages, including an in situ stage prior to an invasive stage, and thereafter (in some cases) disseminates to the lymph nodes and distant organs. METHODS We review the cancer literature of the last 50 years which relates to the prevention of invasive breast cancer (through radiotherapy or surgery) and reductions in the mortality for breast cancer. RESULTS For both invasive cancers and DCIS, the literature indicates that prevention of in-breast invasive recurrences does not prevent death from breast cancer. Moreover, the presence of residual cancer cells in the breast after breast-conserving surgery does not compromise the cure rate. CONCLUSION We propose an alternate (parallel) model of breast cancer wherein there is a small pool of cancer stem cells which have metastatic potential from their inception and which disseminate synchronously through several routes-to the breast stroma, to the lymph nodes and to distant organs. Cancer cells which disseminate to the breast give rise to cells which make up the bulk of the tumour mass but these are not the source of the distant metastases.
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Affiliation(s)
- Steven A Narod
- Women's College Research Institute, Women's College Hospital, 76 Grenville Street, Toronto, M5S 1B2, Canada.
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada.
- Institute of Medical Science, University of Toronto, Toronto, Canada.
| | - Victoria Sopik
- Women's College Research Institute, Women's College Hospital, 76 Grenville Street, Toronto, M5S 1B2, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
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Sopik V, Iqbal J, Sun P, Narod SA. Impact of a prior diagnosis of DCIS on survival from invasive breast cancer. Breast Cancer Res Treat 2016; 158:385-93. [DOI: 10.1007/s10549-016-3894-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Accepted: 06/28/2016] [Indexed: 11/28/2022]
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García-Fernández A, Barco I, Fraile M, Lain JM, Carmona A, Gonzalez S, Pessarrodona A, Giménez N, García-Font M. Factors predictive of mortality in a cohort of women surgically treated for breast cancer from 1997 to 2014. Int J Gynaecol Obstet 2016; 134:212-6. [PMID: 27233816 DOI: 10.1016/j.ijgo.2016.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 02/05/2016] [Accepted: 04/27/2016] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To determine whether previously reported factors predictive of breast cancer mortality are effectively linked with mortality, particularly breast-cancer-specific mortality. METHODS In a prospective study, clinical, surgical, and follow-up data were assessed for consecutive patients with breast cancer who underwent surgery between 1997 and 2014 at two centers in Barcelona, Spain. Predictors of mortality were assessed by multivariate analysis. RESULTS Overall, 2134 patients were treated for 2206 breast tumors. Overall mortality was 15.0% (n=319), and breast-cancer-specific mortality was 9.0% (n=191). On multivariate analysis, the most significant factors associated with breast-cancer-specific mortality were clinical stage, inmunohistochemical profile, locoregional relapse, and lymphovascular invasion (all P<0.001). Age at onset, participation in the mass-screening program, histologic grade, and multicentricity were not significant. Patients with three or more positive axillary nodes sustained a specific mortality significantly higher than did node-negative patients or those with fewer than three positive nodes. CONCLUSION Factors predictive of breast cancer mortality were clinical stage, locoregional relapse, molecular classification, lymphovascular invasion, and neoadjuvant chemotherapy. As a single factor, nodal disease becomes relevant only when three or more lymph nodes are involved.
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Affiliation(s)
- Antonio García-Fernández
- Breast Unit, Department of Gynecology, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain.
| | - Israel Barco
- Breast Unit, Department of Gynecology, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain
| | - Manel Fraile
- Nuclear Medicine Department, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain
| | - José M Lain
- Breast Unit, Department of Gynecology, Hospital of Terrassa, Health Consortium of Terrassa, Terrassa, Spain
| | - Ana Carmona
- Department of Gynecology, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain
| | - Sonia Gonzalez
- Department of Hemato-Oncology, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain
| | - Antoni Pessarrodona
- Department of Gynecology, University Hospital of Mútua Terrassa, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain
| | - Nuria Giménez
- Research Unit, Research Foundation Mútua Terrassa, University of Barcelona, Terrassa, Spain; Laboratory of Toxicology, Universitat Autònoma de Barcelona, Barcelona, Spain
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Sopik V, Nofech-Mozes S, Sun P, Narod SA. The relationship between local recurrence and death in early-stage breast cancer. Breast Cancer Res Treat 2015; 155:175-85. [DOI: 10.1007/s10549-015-3666-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 12/17/2015] [Indexed: 11/28/2022]
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ZHU JIA, LI QIUYUN, LIU JIANLUN, WEI WEI, YANG HUAWEI, TANG WEI. RSK4 knockdown promotes proliferation, migration and metastasis of human breast adenocarcinoma cells. Oncol Rep 2015; 34:3156-62. [DOI: 10.3892/or.2015.4291] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Accepted: 08/03/2015] [Indexed: 11/05/2022] Open
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Asare EA, Liu L, Hess KR, Gordon EJ, Paruch JL, Palis B, Dahlke AR, McCabe R, Cohen ME, Winchester DP, Bilimoria KY. Development of a model to predict breast cancer survival using data from the National Cancer Data Base. Surgery 2015; 159:495-502. [PMID: 26365950 DOI: 10.1016/j.surg.2015.08.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Revised: 08/01/2015] [Accepted: 08/04/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND With the large amounts of data on patient, tumor, and treatment factors available to clinicians, it has become critically important to harness this information to guide clinicians in discussing a patient's prognosis. However, no widely accepted survival calculator is available that uses national data and includes multiple prognostic factors. Our objective was to develop a model for predicting survival among patients diagnosed with breast cancer using the National Cancer Data Base (NCDB) to serve as a prototype for the Commission on Cancer's "Cancer Survival Prognostic Calculator." PATIENTS AND METHODS A retrospective cohort of patients diagnosed with breast cancer (2003-2006) in the NCDB was included. A multivariable Cox proportional hazards regression model to predict overall survival was developed. Model discrimination by 10-fold internal cross-validation and calibration was assessed. RESULTS There were 296,284 patients for model development and internal validation. The c-index for the 10-fold cross-validation ranged from 0.779 to 0.788 after inclusion of all available pertinent prognostic factors. A plot of the observed versus predicted 5 year overall survival showed minimal deviation from the reference line. CONCLUSION This breast cancer survival prognostic model to be used as a prototype for building the Commission on Cancer's "Cancer Survival Prognostic Calculator" will offer patients and clinicians an objective opportunity to estimate personalized long-term survival based on patient demographic characteristics, tumor factors, and treatment delivered.
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Affiliation(s)
- Elliot A Asare
- Cancer Programs, American College of Surgeons, Chicago, IL; Department of Surgery, Medical College of Wisconsin, Milwaukee, WI.
| | - Lei Liu
- Department of Preventive Medicine-Biostatistics, Northwestern University, Chicago, IL
| | - Kenneth R Hess
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elisa J Gordon
- Center for Healthcare Studies and Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Jennifer L Paruch
- Department of Surgery, Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Bryan Palis
- Cancer Programs, American College of Surgeons, Chicago, IL
| | - Allison R Dahlke
- Northwestern Institute for Comparative Effectiveness Research in Oncology (NICER-Onc) and Surgical Outcomes and Quality Improvement Center (SOQIC), Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Ryan McCabe
- Cancer Programs, American College of Surgeons, Chicago, IL
| | - Mark E Cohen
- Division of Research and Optimal Patient Care, American College of Surgeons, Chicago, IL
| | | | - Karl Y Bilimoria
- Cancer Programs, American College of Surgeons, Chicago, IL; Northwestern Institute for Comparative Effectiveness Research in Oncology (NICER-Onc) and Surgical Outcomes and Quality Improvement Center (SOQIC), Feinberg School of Medicine, Northwestern University, Chicago, IL; Division of Research and Optimal Patient Care, American College of Surgeons, Chicago, IL
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Emiroğlu M, Karaali C, Sert İ, Salimoğlu S, Uğurlu L, Aksoy S, Aydın C. Comparison of Clinical and Pathological Differences of Breast Cancer Patients under 35 and above 55 Years of Age. THE JOURNAL OF BREAST HEALTH 2015; 11:123-127. [PMID: 28331706 DOI: 10.5152/tjbh.2015.2539] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 12/16/2014] [Indexed: 01/17/2023]
Abstract
OBJECTIVE In this study, we aimed to evaluate the clinical, pathologic and management differences between breast cancer patients under 35 years of age and postmenopausal patients above 55 years of age. MATERIALS AND METHODS Patients who were operated on for breast cancer between November 2003 and March 2013 in our hospital were retrospectively analyzed. Patients were separated into two Groups according their age; Group 1 (<35 years) and Group 2 (>55 years). RESULTS 94 patients with breast cancer, 45 patients in Group 1 and 49 patients in Group 2, were included in the study. The mean follow-up was 51 (19-121) months and 50 (19-120) months in Groups 1 and 2, respectively. Stages of breast cancer at the time of diagnosis were similar between the two groups. The groups were similar in terms of rates of re-excision (p=0.42), local recurrence (p=0.34) and solid organ metastases (p=0.182). The number of oncoplastic and reconstructive procedures were higher in Group 1 (p=0.04). Regarding pathological results, the rate of grade 3 tumors, those with Ki-67>12 and triple negative breast cancer were found to be higher in Group 1. In addition, the number of patients receiving chemotherapy was significantly higher in Group 1 (p=0.03). CONCLUSION Oncologic results were similar between young patients and postmenopausal patients. Nevertheless, tumor biology was found to be worse in young patients. In addition, oncoplastic and reconstructive approaches were significantly higher in young patients.
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Affiliation(s)
- Mustafa Emiroğlu
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - Cem Karaali
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - İsmail Sert
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - Semra Salimoğlu
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - Levent Uğurlu
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - Süleyman Aksoy
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
| | - Cengiz Aydın
- Clinic of General Surgery, Tepecik Training and Research Medicine, İzmir, Turkey
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Kim HS, Bindiganavile SS, Han I. Oncologic outcome after local recurrence of chondrosarcoma: Analysis of prognostic factors. J Surg Oncol 2015; 111:957-61. [PMID: 26040553 DOI: 10.1002/jso.23925] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2014] [Accepted: 04/04/2015] [Indexed: 11/12/2022]
Abstract
BACKGROUND Literature on outcome after local recurrence (LR) in chondrosarcoma is scarce and better appreciation of prognostic factors is needed. OBJECTIVES (1) To evaluate post-LR oncologic outcomes of disease-specific survival and subsequent LR and (2) to identify prognostic factors for post-LR oncologic outcomes. PATIENTS AND METHODS Review of 28 patients with locally recurrent chondrosarcoma from the original cohort of 150 patients, who were treated surgically with or without adjuvants between 1982 and 2011, was performed. Mean age was 46 years (range, 21-73) which included 20 males and 8 females with mean follow up of 8.4 ± 7.5 years (range, 1.2-31.0). RESULTS Post-LR survival at 5 years was 58.6 ± 10.3%. Age greater than 50 years (P = 0.011) and LR occurring within 1 year of primary surgery (P = 0.011) independently predicted poor survival. Seven patients suffered subsequent LR, which was significantly affected by surgical margin for LR (P = 0.038). CONCLUSION Long-term survival of locally recurrent chondrosarcoma is achievable in a substantial number of patients. Older age at onset of LR and shorter interval from primary surgery to LR identifies high risk patients for poor post-LR survival while, wide surgical margins at LR surgery reduces the risk of subsequent LR.
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Affiliation(s)
- Han-Soo Kim
- Department of Orthopaedic Surgery, Seoul National University Hospital, Seoul, Korea
| | | | - Ilkyu Han
- Department of Orthopaedic Surgery, Seoul National University Hospital, Seoul, Korea
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Factors associated with the incidence of local recurrences of breast cancer in women who underwent conservative surgery. Int J Breast Cancer 2014; 2014:639534. [PMID: 25530886 PMCID: PMC4235109 DOI: 10.1155/2014/639534] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2014] [Accepted: 10/09/2014] [Indexed: 12/02/2022] Open
Abstract
Conservative surgery is considered the procedure of choice for women who are affected by early stage tumours. The local recurrence of cancer as a consequence of breast tissue conservation is a growing concern. This study aimed to describe the sociodemographic and clinical profiles of women who had local recurrences of breast cancer after conservative surgery and to examine the associations between sociodemographic and clinical variables and the incidence of tumour recurrence in these women. The retrospective cohort included 880 women who were diagnosed with breast cancer and underwent conservative surgery between January 2000 and December 2010. Recurrences occurred in 60 patients, and the mean age of the women at diagnosis was 48.8 years. Predictive factors for local recurrence were young age (<39 years) (P = 0.028 and OR = 10.93), surgical margin involvement (P = 0.001 and OR = 3.66), and Her-2 overexpression (P = 0.045 and OR = 1.94). The establishment of sociodemographic and clinical characteristics might help to select optimum treatments, which is a crucial challenge for public health in Brazil, especially with regard to reductions of surgery and hospitalisation expenditures in the Unified Health System (Sistema Único de Saúde—SUS).
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