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1.
J Biopharm Stat ; 23(5): 1091-105, 2013.
Article in English | MEDLINE | ID: mdl-23957518

ABSTRACT

The intent-to-treat principle, grouping subjects as they were randomized and following all subjects to the endpoint or the end of study, allows valid statistical comparisons. Progression-free survival (PFS) has been used as a decision-making endpoint in oncology. It can be difficult to have a meaningful intent-to-treat analysis of PFS as some studies have extensive loss to follow-up for PFS. In the analysis, subjects lost to follow-up for PFS have their PFS times censored, with the censoring treated as noninformative. We use remaining overall survival to investigate whether premature censoring for PFS is informative and the potential bias in treating such censoring as noninformative.


Subject(s)
Endpoint Determination/methods , Models, Statistical , Randomized Controlled Trials as Topic/methods , Survival Analysis , Decision Making , Disease-Free Survival , Endpoint Determination/statistics & numerical data , Humans , Lost to Follow-Up , Randomized Controlled Trials as Topic/statistics & numerical data , Sensitivity and Specificity
2.
Clin Cancer Res ; 19(17): 4559-63, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-23775332

ABSTRACT

The U.S. Food and Drug Administration (FDA) review leading to accelerated approval of carfilzomib is described. A single-arm trial enrolled 266 patients with multiple myeloma refractory to the most recent therapy who had received prior treatment with bortezomib and an immunomodulatory agent (IMID). Patients received carfilzomib by intravenous infusion over 2 to 10 minutes at a dose of 20 mg/m2 on days 1, 2, 8, 9, 15, and 16 of the 28 days of cycle 1, and at a dose of 27 mg/m2 on the same schedule in cycle 2 and subsequent cycles. The primary efficacy endpoint was overall response rate (ORR) as determined by an independent review committee using International Myeloma Working Group Uniform Response Criteria. The safety of carfilzomib was evaluated in 526 patients with multiple myeloma treated with various dosing regimens. The ORR was 23%. The median duration of response was 7.8 months. The most common adverse reactions associated with carfilzomib infusion were fatigue, anemia, nausea, thrombocytopenia, dyspnea, diarrhea, and fever. The most common serious adverse events were pneumonia, acute renal failure, fever, and congestive heart failure. Infusion reactions to carfilzomib could be reduced by pretreatment with dexamethasone and intravenous fluids. On July 20, 2012, the FDA granted accelerated approval of carfilzomib for the treatment of patients with multiple myeloma who have received at least two prior therapies including bortezomib and an IMID and who have shown disease progression while on therapy or within 60 days of completion of the last therapy.


Subject(s)
Drug Approval , Drug-Related Side Effects and Adverse Reactions/pathology , Multiple Myeloma/drug therapy , Oligopeptides/therapeutic use , Adult , Aged , Aged, 80 and over , Clinical Trials as Topic , Female , Humans , Male , Middle Aged , Multiple Myeloma/pathology , Oligopeptides/adverse effects , Proteasome Inhibitors/adverse effects , Proteasome Inhibitors/therapeutic use , United States , United States Food and Drug Administration
3.
Clin Cancer Res ; 18(21): 5845-9, 2012 Nov 01.
Article in English | MEDLINE | ID: mdl-22962441

ABSTRACT

The U.S. Food and Drug Administration (FDA) describes the accelerated approval of brentuximab vedotin for patients with relapsed Hodgkin lymphoma and relapsed systemic anaplastic large-cell lymphoma (sALCL). FDA analyzed the results of two single-arm trials, enrolling 102 patients with Hodgkin lymphoma and 58 patients with sALCL. Both trials had primary endpoints of objective response rate (ORR) and key secondary endpoints of response duration and complete response (CR) rate. For patients with Hodgkin lymphoma, ORR was 73% (95% CI, 65-83%); median response duration was 6.7 months, and CR was 32% (95% CI, 23-42%). For patients with sALCL, ORR was 86% (95% CI, 77-95%), median response duration was 12.6 months, and CR was 57% (95% CI, 44-70%). The most common adverse reactions were neutropenia, peripheral sensory neuropathy, fatigue, nausea, anemia, upper respiratory infection, diarrhea, pyrexia, rash, thrombocytopenia, cough, and vomiting. FDA granted accelerated approval of brentuximab vedotin for the treatment of patients with Hodgkin lymphoma after failure of autologous stem cell transplantation (ASCT) or after failure of at least two prior multiagent chemotherapy regimens in patients who are not ASCT candidates, and for the treatment of patients with sALCL after failure of at least one prior multiagent chemotherapy regimen.


Subject(s)
Antineoplastic Agents/therapeutic use , Drug Approval , Hodgkin Disease/drug therapy , Immunoconjugates/therapeutic use , Lymphoma, Large-Cell, Anaplastic/drug therapy , United States Food and Drug Administration , Adult , Aged , Brentuximab Vedotin , Humans , Ki-1 Antigen/immunology , Ki-1 Antigen/metabolism , Middle Aged , Recurrence , Treatment Outcome , United States , Young Adult
4.
J Biopharm Stat ; 19(6): 1074-84, 2009 Nov.
Article in English | MEDLINE | ID: mdl-20183465

ABSTRACT

The intent-to-treat principle requires analyses according to the treatment groups to which patients were randomized and that patients be followed to the occurrence of the endpoint or the end of study. This provides unbiased comparisons with valid p values. For many trials the limitations of the data will not be known until the data are analyzed. In this article, the loss-to-follow-up with respect to the intent-to-treat principle on the most important efficacy endpoints was evaluated for clinical trials of anticancer biologic products submitted to the FDA from August 2005 to October 2008. We provide recommendations in light of the results.


Subject(s)
Biological Products/therapeutic use , Intention to Treat Analysis/statistics & numerical data , Neoplasms/drug therapy , Disease-Free Survival , Endpoint Determination , Humans , Neoplasms/mortality
5.
Clin Cancer Res ; 14(5): 1296-302, 2008 Mar 01.
Article in English | MEDLINE | ID: mdl-18316547

ABSTRACT

PURPOSE: To describe the Food and Drug Administration review and marketing approval considerations for panitumumab (Vectibix) for the third-line treatment of patients with epidermal growth factor receptor-expressing metastatic colorectal carcinoma. EXPERIMENTAL DESIGN: Food and Drug Administration reviewed a single, open-label, multicenter trial in which 463 patients with epidermal growth factor receptor-expressing metastatic colorectal cancer who had progressed on or following treatment with a regimen containing a fluoropyrimidine, oxaliplatin, and irinotecan were randomized (1:1) to receive best supportive care (BSC) with or without panitumumab (6 mg/kg every other week) administered until disease progression or intolerable toxicity. Progression and response were confirmed by an independent review committee masked to treatment assignment. At progression, patients in the BSC-alone arm were eligible to receive panitumumab. RESULTS: Although median progression-free survival (PFS) was similar in both treatment arms ( approximately 8 weeks), the mean PFS was approximately 50% longer among patients receiving panitumumab than among those receiving BSC alone (96 versus 60 days, respectively) and the objective response rate in patients receiving panitumumab was 8%. However, no difference in overall survival was shown between the two study arms. CONCLUSIONS: Panitumumab received accelerated approval based on improvement in PFS and an independently confirmed response rate of 8%, similar to that observed with other active agents at this advanced stage of disease. Confirmation of clinical benefit will be required for full approval.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms/drug therapy , Drug Approval , ErbB Receptors/metabolism , Liver Neoplasms/drug therapy , Lung Neoplasms/drug therapy , Adult , Aged , Antibodies, Monoclonal/administration & dosage , Camptothecin/administration & dosage , Camptothecin/analogs & derivatives , Chemotherapy, Adjuvant , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Disease Progression , Disease-Free Survival , Fluorouracil/administration & dosage , Humans , Irinotecan , Liver Neoplasms/metabolism , Liver Neoplasms/secondary , Lung Neoplasms/metabolism , Lung Neoplasms/secondary , Lymphatic Metastasis , Male , Middle Aged , Organoplatinum Compounds/administration & dosage , Oxaliplatin , Panitumumab , Survival Rate , United States , United States Food and Drug Administration
6.
J Biopharm Stat ; 17(2): 215-28, 2007.
Article in English | MEDLINE | ID: mdl-17365219

ABSTRACT

We address the noninferiority assessment problem defined in terms of the ratio of population means in a parallel group design analysis of variance setting. The sample ratio as a point estimate of the corresponding population ratio has been considered. It has been shown that the Fieller-Hinkley distribution of the ratio of two correlated normally distributed random variables readily provide a technique for constructing confidence intervals comparable to the bootstrap percentile and Fieller's confidence intervals. A finite parameter space based level alpha test of an inferiority hypothesis formulated in terms of a fixed margin has been derived. We illustrate our approach using the forced vital capacity (FVC) data. We claim that it is easy to construct and straight forward to interpret our bootstrap equivalent confidence intervals that are used to assess noninferiority. We discuss appropriate methods for calculation of sample sizes.


Subject(s)
Data Interpretation, Statistical , Research Design/statistics & numerical data , Confidence Intervals , Controlled Clinical Trials as Topic/methods , Controlled Clinical Trials as Topic/standards , Controlled Clinical Trials as Topic/statistics & numerical data , Humans , Models, Statistical , Research Design/standards , Sample Size
7.
J Biopharm Stat ; 17(2): 229-45, 2007.
Article in English | MEDLINE | ID: mdl-17365220

ABSTRACT

Testing for noninferiority and equivalence between an experimental therapy and a standard therapy in terms of the ratio of binomial proportions is considered. New tests based on the Fieller-Hinkley distribution of the ratio of random variables are proposed. Restricted maximum likelihood estimates of the null variances are used to derive the tests. Sample size determination is discussed. The proposed test procedure is extended to multiple tables. The tests are applied to numerical examples.


Subject(s)
Data Interpretation, Statistical , Confidence Intervals , Controlled Clinical Trials as Topic/methods , Controlled Clinical Trials as Topic/standards , Controlled Clinical Trials as Topic/statistics & numerical data , Humans , Models, Statistical , Research Design/standards , Research Design/statistics & numerical data , Sample Size
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