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Biard L, Andrillon A, Silva RB, Lee SM. Dose optimization for cancer treatments with considerations for late-onset toxicities. Clin Trials 2024; 21:322-330. [PMID: 38591582 PMCID: PMC11132952 DOI: 10.1177/17407745231221152] [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: 04/10/2024]
Abstract
Given that novel anticancer therapies have different toxicity profiles and mechanisms of action, it is important to reconsider the current approaches for dose selection. In an effort to move away from considering the maximum tolerated dose as the optimal dose, the Food and Drug Administration Project Optimus points to the need of incorporating long-term toxicity evaluation, given that many of these novel agents lead to late-onset or cumulative toxicities and there are no guidelines on how to handle them. Numerous methods have been proposed to handle late-onset toxicities in dose-finding clinical trials. A summary and comparison of these methods are provided. Moreover, using PI3K inhibitors as a case study, we show how late-onset toxicity can be integrated into the dose-optimization strategy using current available approaches. We illustrate a re-design of this trial to compare the approach to those that only consider early toxicity outcomes and disregard late-onset toxicities. We also provide proposals going forward for dose optimization in early development of novel anticancer agents with considerations for late-onset toxicities.
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Affiliation(s)
- Lucie Biard
- INSERM U1153 Team ECSTRRA, Université Paris Cité, Paris, France
| | - Anaïs Andrillon
- INSERM U1153 Team ECSTRRA, Université Paris Cité, Paris, France
- Department of Statistical Methodology, Saryga, Tournus, France
| | - Rebecca B Silva
- Columbia University, Mailman School of Public Health, Department of Biostatistics, New York, USA
| | - Shing M Lee
- Columbia University, Mailman School of Public Health, Department of Biostatistics, New York, USA
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Thanarajasingam G, Minasian LM, Baron F, Cavalli F, De Claro RA, Dueck AC, El-Galaly TC, Everest N, Geissler J, Gisselbrecht C, Gribben J, Horowitz M, Ivy SP, Jacobson CA, Keating A, Kluetz PG, Krauss A, Kwong YL, Little RF, Mahon FX, Matasar MJ, Mateos MV, McCullough K, Miller RS, Mohty M, Moreau P, Morton LM, Nagai S, Rule S, Sloan J, Sonneveld P, Thompson CA, Tzogani K, van Leeuwen FE, Velikova G, Villa D, Wingard JR, Wintrich S, Seymour JF, Habermann TM. Beyond maximum grade: modernising the assessment and reporting of adverse events in haematological malignancies. Lancet Haematol 2018; 5:e563-e598. [PMID: 29907552 PMCID: PMC6261436 DOI: 10.1016/s2352-3026(18)30051-6] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/28/2018] [Accepted: 03/29/2018] [Indexed: 02/06/2023]
Abstract
Tremendous progress in treatment and outcomes has been achieved across the whole range of haematological malignancies in the past two decades. Although cure rates for aggressive malignancies have increased, nowhere has progress been more impactful than in the management of typically incurable forms of haematological cancer. Population-based data have shown that 5-year survival for patients with chronic myelogenous and chronic lymphocytic leukaemia, indolent B-cell lymphomas, and multiple myeloma has improved markedly. This improvement is a result of substantial changes in disease management strategies in these malignancies. Several haematological malignancies are now chronic diseases that are treated with continuously administered therapies that have unique side-effects over time. In this Commission, an international panel of clinicians, clinical investigators, methodologists, regulators, and patient advocates representing a broad range of academic and clinical cancer expertise examine adverse events in haematological malignancies. The issues pertaining to assessment of adverse events examined here are relevant to a range of malignancies and have been, to date, underexplored in the context of haematology. The aim of this Commission is to improve toxicity assessment in clinical trials in haematological malignancies by critically examining the current process of adverse event assessment, highlighting the need to incorporate patient-reported outcomes, addressing issues unique to stem-cell transplantation and survivorship, appraising challenges in regulatory approval, and evaluating toxicity in real-world patients. We have identified a range of priority issues in these areas and defined potential solutions to challenges associated with adverse event assessment in the current treatment landscape of haematological malignancies.
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Affiliation(s)
| | - Lori M Minasian
- National Cancer Institute, National Institutes of Health, Department of Health & Human Services, Bethesda, MD, USA
| | - Frederic Baron
- Division of Haematology, University of Liege, Liege, Belgium
| | - Franco Cavalli
- Oncology Institute of Southern Switzerland, Bellinzona, Switzlerand
| | - R Angelo De Claro
- Office of Hematology and Oncology Products, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Amylou C Dueck
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA
| | - Tarec C El-Galaly
- Department of Haematology, Aalborg University Hospital, Aalborg Denmark
| | - Neil Everest
- Haematology Clinical Evaluation Unit, Therapeutic Goods Administration, Department of Health, Symondston, ACT, Australia
| | - Jan Geissler
- Leukaemia Patient Advocates Foundation, Bern, Switzerland
| | - Christian Gisselbrecht
- Haemato-Oncology Department, Hopital Saint-Louis, Paris Diderot University VII, Paris, France
| | - John Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Mary Horowitz
- Division of Haematology and Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - S Percy Ivy
- National Cancer Institute, National Institutes of Health, Department of Health & Human Services, Bethesda, MD, USA
| | - Caron A Jacobson
- Division of Haematologic Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Armand Keating
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Paul G Kluetz
- Office of Hematology and Oncology Products, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Aviva Krauss
- Office of Hematology and Oncology Products, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Yok Lam Kwong
- Department of Haematology and Haematologic Oncology, University of Hong Kong, Hong Kong, China
| | - Richard F Little
- National Cancer Institute, National Institutes of Health, Department of Health & Human Services, Bethesda, MD, USA
| | | | - Matthew J Matasar
- Lymphoma and Adult BMT Services, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Robert S Miller
- CancerLinQ, American Society of Clinical Oncology, Alexandria, VA, USA
| | - Mohamad Mohty
- Haematology and Cellular Therapy Department, Saint-Antoine Hospital, University Pierre & Marie Curie, Paris, France
| | | | - Lindsay M Morton
- National Cancer Institute, National Institutes of Health, Department of Health & Human Services, Bethesda, MD, USA
| | - Sumimasa Nagai
- University of Tokyo, Tokyo, Japan; Pharmaceuticals and Medical Devices Agency, Tokyo, Japan
| | - Simon Rule
- Plymouth University Medical School, Plymouth, UK
| | - Jeff Sloan
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Pieter Sonneveld
- Department of Haematology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | | | | | | | - Galina Velikova
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Diego Villa
- Division of Medical Oncology, British Columbia Cancer Agency, University of British Columbia, Vancouver, BC, Canada
| | - John R Wingard
- Division of Haematology & Oncology, University of Florida College of Medicine, Gainesville, FL, USA
| | - Sophie Wintrich
- Myelodysplastic Syndrome (MDS) Alliance and MDS UK Patient Support Group, London, UK
| | - John F Seymour
- Department of Haematology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Royal Melbourne Hospital, Melbourne, VIC, Australia; University of Melbourne, Melbourne, VIC, Australia
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Lee SM, Hershman DL, Miao J, Zhong X, Unger JM, Cheung YKK. Estimating global treatment toxicity burden from adverse-event data. Cancer 2017; 124:858-864. [PMID: 29112232 DOI: 10.1002/cncr.31107] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 09/11/2017] [Accepted: 10/02/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND A summary measure that reflects the global toxicity burden of a treatment is essential for comparing therapies. Current toxicity summaries are ad hoc and do not distinguish among the severities and types of toxicities. Here a clinically feasible method for estimating the toxicity burden, based on a prospective evaluation of the toxicity profile of a randomized clinical trial of 746 prostate cancer patients conducted by SWOG, is proposed. METHODS For 308 patients who experienced severe toxicities, 2 physicians randomly selected from 14 physicians evaluated each toxicity profile and assigned a visual analogue scale score (0-10) based on their impression of the global burden of toxicities. With mixed-effects models, severity scores and a 10-point toxicity burden score (TBS) were derived from 27 predictors accounting for severe (grade 3) and life-threatening (grade 4) toxicities for each organ class of the Common Terminology Criteria for Adverse Events. RESULTS For most organ classes, grade 3 toxicities had a TBS of 4.14 (95% confidence interval [CI], 3.65-4.63), but infections, cardiovascular events, and pulmonary events had a higher TBS with differences of 0.87 (95% CI, 0.53-1.21), 0.88 (95% CI, 0.51-1.25), and 0.73 (95% CI, 0.22-1.24), respectively. Moreover, most grade 4 events had a higher TBS than grade 3 events, except for hemorrhaging, pain, metabolic events, and musculoskeletal events. The intrarater and interrater correlations were 0.91 and 0.59, respectively. CONCLUSIONS The burden of toxicity grades differs with toxicity types. A TBS provides a toxicity burden summary that incorporates physicians' perspectives and differentiates between severe and life-threatening toxicities and organ classes. Cancer 2018;124:858-64. © 2017 American Cancer Society.
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Affiliation(s)
- Shing M Lee
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Department of Medicine, Columbia University, New York, New York
| | - Jieling Miao
- Southwest Oncology Group Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Xiaobo Zhong
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Joseph M Unger
- Southwest Oncology Group Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Ying Kuen Ken Cheung
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
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