Statistical controversies in clinical research: early-phase adaptive design for combination immunotherapies
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作者:
Wages, N. A.
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Univ Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USAUniv Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USA
Wages, N. A.
[1
]
Slingluff, C. L., Jr.
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Univ Virginia, Div Surg Oncol, Dept Surg, Charlottesville, VA USAUniv Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USA
Slingluff, C. L., Jr.
[2
]
Petroni, G. R.
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Univ Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USAUniv Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USA
Petroni, G. R.
[1
]
机构:
[1] Univ Virginia, Dept Publ Hlth Sci, Div Translat Res & Appl Stat, Charlottesville, VA USA
[2] Univ Virginia, Div Surg Oncol, Dept Surg, Charlottesville, VA USA
Background: In recent years, investigators have asserted that the 3+3 design lacks flexibility, making its use in modern early-phase trial settings, such as combinations and/or biological agents, inefficient. More innovative approaches are required to address contemporary research questions, such as those posed in trials involving immunotherapies. Design: We describe the implementation of an adaptive design for identifying an optimal treatment regimen, defined by low toxicity and high immune response, in an early-phase trial of a melanoma helper peptide vaccine plus novel adjuvant combinations. Results: Operating characteristics demonstrate the ability of the method to effectively recommend optimal regimens in a high percentage of trials with reasonable sample sizes. Conclusions: The proposed design is a practical, early-phase, adaptive method for use with combined immunotherapy regimens. This design can be applied more broadly to early-phase combination studies, as it was used in an ongoing study of two small molecule inhibitors in relapsed/refractory mantle cell lymphoma.
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页码:696 / 701
页数:6
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[Anonymous], 2016, R LANGUAGE ENV STAT
[2]
FDA USDoHaHS Administration FaD Research CfBEa, GUID IND CLIN CONS T
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USA
Lee, Shing M.
Cheung, Ying Kuen
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Columbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USA
机构:
Univ Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USA
Natarajan, L
O'Quigley, J
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机构:Univ Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USA
机构:
Inst Curie, INSERM, Mines ParisTech U900, Paris, France
Inst Curie, Dept Med Oncol, Clin Trial Unit, Paris, France
Inst Curie, Dept Med Oncol, Clin Trial Unit, St Cloud, FranceInst Gustave Roussy, Dept Biostat & Epidemiol, Villejuif, France
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USA
Lee, Shing M.
Cheung, Ying Kuen
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h-index: 0
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USA
机构:
Univ Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USA
Natarajan, L
O'Quigley, J
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Diego, Dept Family & Prevent Med 0645, La Jolla, CA 92093 USA
机构:
Inst Curie, INSERM, Mines ParisTech U900, Paris, France
Inst Curie, Dept Med Oncol, Clin Trial Unit, Paris, France
Inst Curie, Dept Med Oncol, Clin Trial Unit, St Cloud, FranceInst Gustave Roussy, Dept Biostat & Epidemiol, Villejuif, France