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Cassidy T, Humphries AR, Craig M, Mackey MC. Characterizing Chemotherapy-Induced Neutropenia and Monocytopenia Through Mathematical Modelling. Bull Math Biol 2020; 82:104. [PMID: 32737602 DOI: 10.1007/s11538-020-00777-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 07/11/2020] [Indexed: 12/18/2022]
Abstract
In spite of the recent focus on the development of novel targeted drugs to treat cancer, cytotoxic chemotherapy remains the standard treatment for the vast majority of patients. Unfortunately, chemotherapy is associated with high hematopoietic toxicity that may limit its efficacy. We have previously established potential strategies to mitigate chemotherapy-induced neutropenia (a lack of circulating neutrophils) using a mechanistic model of granulopoiesis to predict the interactions defining the neutrophil response to chemotherapy and to define optimal strategies for concurrent chemotherapy/prophylactic granulocyte colony-stimulating factor (G-CSF). Here, we extend our analyses to include monocyte production by constructing and parameterizing a model of monocytopoiesis. Using data for neutrophil and monocyte concentrations during chemotherapy in a large cohort of childhood acute lymphoblastic leukemia patients, we leveraged our model to determine the relationship between the monocyte and neutrophil nadirs during cyclic chemotherapy. We show that monocytopenia precedes neutropenia by 3 days, and rationalize the use of G-CSF during chemotherapy by establishing that the onset of monocytopenia can be used as a clinical marker for G-CSF dosing post-chemotherapy. This work therefore has important clinical applications as a comprehensive approach to understanding the relationship between monocyte and neutrophils after cyclic chemotherapy with or without G-CSF support.
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Affiliation(s)
- Tyler Cassidy
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, 87545, USA
| | - Antony R Humphries
- Department of Mathematics and Statistics, McGill University, Montréal, QC, H3A 0B9, Canada.,Department of Physiology, McGill University, Montréal, QC, H3A 0B9, Canada
| | - Morgan Craig
- Department of Mathematics and Statistics, Université de Montréal, Montréal, Canada. .,CHU Sainte-Justine Research Centre, University of Montreal, Montréal, Canada.
| | - Michael C Mackey
- Department of Physiology, McGill University, 3655 Drummond, Montréal, QC, H3G 1Y6, Canada.,Department of Mathematics and Statistics, McGill University, 3655 Drummond, Montréal, QC, H3G 1Y6, Canada.,Department of Physics, McGill University, 3655 Drummond, Montréal, QC, H3G 1Y6, Canada
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Biswas G, Pandey A, Ghadyalpatil N, Lokeshwar N, Thomas B, Ramesh A, Arora Y, Dodagoudar C, Naik V, Joshi A, Ghosh I, Roy R, Kunjahari M, Singh T, Satya PD, Hingmire S, Parikh PM. Role of Cresp ® in the management of chemotherapy-induced anemia in cancer patients: A real-world clinical practice audit. South Asian J Cancer 2020; 9:59-61. [PMID: 31956627 PMCID: PMC6956593 DOI: 10.4103/sajc.sajc_246_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Introduction Anemia is a common, underestimated problem in cancer patients receiving myelosuppressive chemotherapy and has significant adverse effect on the quality of life and outcome. Darbepoetin has been shown to be effective in this setting, but controversy surrounds it actual use. Methods We analyzed prospectively collected clinical practice data of patients receiving darbepoetin in a real-world setting for this retrospective audit. Patients with baseline hemoglobin (Hb) of <11 g/dl were included in this analysis. Their medical records were audited using a predetermined 35-point pro forma. Results There were a total of 274 patients with advanced cancer receiving myelosuppressive chemotherapy who had baseline Hb <11 g/dl and who were given darbepoetin. Head-and-neck squamous cell carcinoma, lung cancer, and breast cancer were the most common cancers. Their median baseline Hb was 8.9 g/dl which rose to 11.2 g/dl at the end of commenced therapy, along with improved symptomatology. There were no new toxicities, and only two patients required discontinuation of darbepoetin due to toxicity. Conclusion Darbepoetin is safe and effective in the prevention and management of anemia among patients receiving myelosuppressive chemotherapy.
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Affiliation(s)
- Ghanshyam Biswas
- Department of Medical Oncology, Sum Hospital, Bhubaneswar, Odisha, India
| | - Avinash Pandey
- Department of Medical Oncology, RCC, Patna, Bihar, India
| | - Nikhil Ghadyalpatil
- Department of Medical Oncology, Yashoda Hospital, Secunderabad, Telangana, India
| | - Nilesh Lokeshwar
- Department of Medical Oncology, Asian Cancer Institute, Mumbai, Maharashtra, India
| | - Boben Thomas
- Department of Medical Oncology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, India
| | - Anita Ramesh
- Department of Medical Oncology, Apollo Specialty Hospital, Chennai, Tamil Nadu, India
| | - Yogesh Arora
- Department of Medical Oncology, Mohandai Oswal Hospital, Ludhiana, Punjab, India
| | | | - Vibha Naik
- Department of Medical Oncology, Naik Hospital, Baroda, Gujarat, India
| | - Ashish Joshi
- Department of Medical Oncology, Mumbai Oncocare Center, Mumbai, Maharashtra, India
| | - Indranil Ghosh
- Department of Medical Oncology, Apollo Hospital, Kolkata, West Bengal, India
| | - Rakesh Roy
- Department of Pain and Palliative Care, Saroj Gupta Cancer Hospital, Kolkata, West Bengal, India
| | - Medhi Kunjahari
- Department of Medical Oncology, Batra Cancer Center, Delhi, NCR, India
| | - Tejinder Singh
- Department of Pain and Palliative Care, Saroj Gupta Cancer Hospital, Kolkata, West Bengal, India
| | | | - Sachin Hingmire
- Department of Medical Oncology, Deenanath Mangeshkar Hospital, Pune, Maharashtra, India
| | - Purvish M Parikh
- Department of Medical Oncology, Shalby Cancer and Research Institute, Ahmedabad, Gujarat, India
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Cannavale K, Xu H, Xu L, Sattayapiwat O, Rodriguez R, Bohac C, Page J, Chao C. Epidemiology of Chemotherapy-Induced Anemia in Patients with Non-Hodgkin Lymphoma. Perm J 2019; 23:18-252. [PMID: 31314738 DOI: 10.7812/tpp/18-252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Anemia is a common adverse effect of myelosuppressive chemotherapy, and the development of chemotherapy-induced anemia (CIA) is more common in patients with hematologic malignant tumors. OBJECTIVE To assess the incidence and treatment pattern of CIA in patients diagnosed with non-Hodgkin lymphoma (NHL) from a large managed care organization in California. METHODS Patients diagnosed with NHL between 2010 and 2012 were studied to provide an updated picture of CIA in current hematology-oncology practice. Trends in anemia treatment patterns were examined from 2000 to 2013. All data were collected from Kaiser Permanente Southern California electronic health records. RESULTS Of 699 chemotherapy-treated patients with NHL diagnosed between 2010 and 2012, 36.9% and 11.6% developed moderate (hemoglobin < 10 g/dL) and severe (hemoglobin < 8 g/dL) CIA during chemotherapy, respectively. Proportions of moderate CIA events treated with erythropoiesis-stimulating agents (ESAs) decreased from 2000 to 2013: 34% in phase 1 (January 1, 2000, to December 31, 2006), 22% in phase 2 (January 1, 2007, to March 24, 2010), and 6% in phase 3 (March 25, 2010, to June 30, 2013). An increasing trend of red blood cell transfusion was observed: 12% in phase 1, 22% in phase 2, and 27% in phase 3. Similar calendar trends were observed for management of severe CIA events. DISCUSSION In contrast to previous European reports, we note a higher incidence of CIA in patients with NHL in this US community practice setting. CONCLUSION Moderate to severe CIA is common in patients with NHL receiving chemotherapy. Multiple ESA-related policy changes occurred from 2000 to 2013. A large proportion of CIA episodes were currently not treated with ESA, and transfusions have become more common. Further studies are needed to determine associations between CIA symptom burden and CIA treatment as they relate to patient outcomes and quality of life.
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Affiliation(s)
| | - Hairong Xu
- Atara Biotherapeutics, Thousand Oaks, CA
| | - Lanfang Xu
- Medhealth Statistical Consulting Inc, Solon, Ohio
| | | | | | - Chet Bohac
- Immune Design Corporation, San Francisco, CA
| | | | - Chun Chao
- Department of Research and Evaluation, Pasadena, CA
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DAHANCA 10 - Effect of darbepoetin alfa and radiotherapy in the treatment of squamous cell carcinoma of the head and neck. A multicenter, open-label, randomized, phase 3 trial by the Danish head and neck cancer group. Radiother Oncol 2018. [PMID: 29523409 DOI: 10.1016/j.radonc.2018.02.018] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE To evaluate if correction of low hemoglobin (Hb) levels by means of darbepoetin alfa improves the outcomes of radiotherapy in patients with squamous cell carcinoma of the head and neck (HNSCC). PATIENTS AND METHODS Patients eligible for primary radiotherapy and who had Hb values below 14.0 g/dl were randomized to receive accelerated fractionated radiotherapy with or without darbepoetin alfa. Patients also received the hypoxic radiosensitizer nimorazole. Darbepoetin alfa was given weekly during radiotherapy or until the Hb value exceeded 15.5 g/dl. RESULTS Following a planned interim analysis which showed inferiority of the experimental treatment the trial was stopped after inclusion of 522 patients (of a planned intake of 600). Of these, 513 were eligible for analysis (254 patients treated with darbepoetin alfa and 259 patients in the control group). Overall, the patients were distributed according to the stratification parameters (gender, T and N staging, tumor site). Treatment with darbepoetin alfa increased the Hb level to the planned value in 81% of the patients. The compliance was good without excess serious adverse events. The results showed a poorer outcome with a 5-year cumulative loco-regional failure rate of 47% vs. 34%, Hazard Ratio (HR): 1.53 [1.16-2.02], for the darbepoetin alfa vs. control arm, respectively. This was also seen for the endpoints of event-free survival (HR: 1.36 [1.09-1.69]), disease-specific death (HR: 1.43 [1.08-1.90]), and overall survival (HR: 1.30 [1.02-1.64]). There was no enhanced risk of cardio-vascular events observed in the experimental arm or any significant differences in acute or late radiation related morbidity. All univariate analyses were confirmed in a multivariate setting. CONCLUSION Correction of the Hb level with darbepoetin alfa during radiotherapy of patients with HNSCC resulted in a significantly poorer tumor control and survival.
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Mouysset JL, Freier B, van den Bosch J, Levaché CB, Bols A, Tessen HW, Belton L, Bohac GC, Terwey JH, Tonini G. Hemoglobin levels and quality of life in patients with symptomatic chemotherapy-induced anemia: the eAQUA study. Cancer Manag Res 2016; 8:1-10. [PMID: 26855598 PMCID: PMC4725626 DOI: 10.2147/cmar.s88110] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE To assess hemoglobin (Hb) outcomes and fatigue-related quality-of-life (QoL) (electronic assessment) in patients with solid tumors and symptomatic chemotherapy-induced anemia receiving cytotoxic chemotherapy and darbepoetin alfa (DA) or another erythropoiesis-stimulating agent according to European indication. METHODS eAQUA was a Phase IV prospective observational study. The primary outcome (assessed in the primary analysis set [PAS]: patients receiving one or more DA dose who had baseline and week 9 assessments for Hb and QoL) was the proportion of patients receiving DA having both Hb increases ≥1 g/dL and improved QoL between baseline and week 9. Functional Assessment of Cancer Therapy-Fatigue (FACT-F) subscale scores were anchored to fatigue visual analog scale scores to determine the minimally important difference for improved QoL. Overall data/data over time are reported for the full analysis set (patients receiving one or more erythropoiesis-stimulating agent dose, n=1,158); week 9 data (ie, data relating to the primary and secondary outcomes) are reported for the PAS (n=510). Baseline and safety data are included for both the full analysis set and PAS. RESULTS In the PAS, 69% of patients had stage IV disease and 96% were fatigued. The minimally important difference in FACT-F change score for QoL improvement was 3.5. From baseline to week 9, 32% (95% confidence interval: 28%-36%) of patients had both improved QoL and an Hb increase ≥1 g/dL; proportions were similar across the most common tumor types. At week 9, 49% and 58% of patients had improved QoL or Hb increases ≥1 g/dL, respectively; 70% and 76% had QoL or Hb improvements between baseline and study end, respectively. In the PAS, 16% of patients required transfusions and 32% required iron supplementation. Few patients (<1%) reported adverse drug reactions. CONCLUSION In this study, patients with solid tumors receiving DA per European indication for symptomatic chemotherapy-induced anemia had clinically meaningful improvements in Hb and QoL.
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Affiliation(s)
- Jean-Loup Mouysset
- Department of Medical Oncology, Clinique Rambot Provencale, Aix en Provence, France
| | - Beata Freier
- Clinical Oncology, Wojewodzki Szpital Specjalistyczny, Wroclaw, Poland
| | - Joan van den Bosch
- Department of Internal Medicine/Oncology, Albert Schweitzer Ziekenhuis locatie Dordwijk, Dordrecht, the Netherlands
| | - Charles Briac Levaché
- Radiotherapy Service, Medical Oncology, Polyclinique Francheville, Périgueux, France
| | - Alain Bols
- Central Pharmacy, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | | | | | - G Chet Bohac
- Clinical Research, Amgen Inc., Thousand Oaks, CA, USA
| | - Jan-Henrik Terwey
- Medical Development – Oncology, Amgen (Europe) GmbH, Zug, Switzerland
| | - Giuseppe Tonini
- Department of Medical Oncology, Università Campus Bio-Medico, Roma, Italy
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Poggi A, Musso A, Dapino I, Zocchi MR. Mechanisms of tumor escape from immune system: role of mesenchymal stromal cells. Immunol Lett 2014; 159:55-72. [PMID: 24657523 DOI: 10.1016/j.imlet.2014.03.001] [Citation(s) in RCA: 95] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Revised: 03/01/2014] [Accepted: 03/05/2014] [Indexed: 12/12/2022]
Abstract
Tumor microenvironment represents the site where the tumor tries to survive and escape from immune system-mediated recognition. Indeed, to proliferate tumor cells can divert the immune response inducing the generation of myeloid derived suppressor cells and regulatory T cells which can limit the efficiency of effector antitumor lymphocytes in eliminating neoplastic cells. Many components of the tumor microenvironment can serve as a double sword for the tumor and the host. Several types of fibroblast-like cells, which herein we define mesenchymal stromal cells (MSC), secrete extracellular matrix components and surrounding the tumor mass can limit the expansion of the tumor. On the other hand, MSC can interfere with the immune recognition of tumor cells producing immunoregulatory cytokines as transforming growth factor (TGF)ß, releasing soluble ligands of the activating receptors expressed on cytolytic effector cells as decoy molecules, affecting the correct interaction among lymphocytes and tumor cells. MSC can also serve as target for the same anti-tumor effector lymphocytes or simply impede the interaction between these lymphocytes and neoplastic cells. Thus, several evidences point out the role of MSC, both in epithelial solid tumors and hematological malignancies, in regulating tumor cell growth and immune response. Herein, we review these evidences and suggest that MSC can be a suitable target for a more efficient anti-tumor therapy.
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Affiliation(s)
- Alessandro Poggi
- Molecular Oncology and Angiogenesis Unit, IRCCS AOU San Martino IST, 16132 Genoa, Italy.
| | - Alessandra Musso
- Molecular Oncology and Angiogenesis Unit, IRCCS AOU San Martino IST, 16132 Genoa, Italy
| | - Irene Dapino
- Molecular Oncology and Angiogenesis Unit, IRCCS AOU San Martino IST, 16132 Genoa, Italy
| | - Maria Raffaella Zocchi
- Division of Immunology, Transplants and Infectious Diseases, Istituto Scientifico San Raffaele Milan, 20132 Milan, Italy
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