1
|
Ding Y. A randomized Bayesian optimal phase II design with binary endpoint. J Biopharm Stat 2023; 33:151-166. [PMID: 35793222 DOI: 10.1080/10543406.2022.2094938] [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: 10/17/2022]
Abstract
In this paper, we propose a randomized Bayesian optimal phase II (RBOP2) design with a binary endpoint (e.g., response rate). A beta-binomial distribution is used to model the binary endpoint for a two-arm phase II trial. Posterior probabilities of the endpoint of interest are evaluated at each interim look and used in the decision to stop the trial due to futility. Compared with other Bayesian designs, the proposed RBOP2 design has the following merits: (i) strongly controls the type I error rate at a pre-defined level; (ii) optimizes the stopping boundaries, thus maximizing the power to detect treatment effects and minimizing the expected sample size for futile treatment; (iii) does not limit the number of interim looks, thus enabling frequent trial monitoring; and (iv) allows the stopping boundaries to be pre-defined in the protocol and is easy to implement. We conduct simulation studies to compare the proposed design with a group sequential design and other Bayesian randomized designs and evaluate its operating characteristics under different scenarios.
Collapse
|
2
|
Morales-Ortega A, Farfán-Sedano AI, San Martín-López JV, Escribá-Bárcena A, Jaenes-Barrios B, Madroñal-Cerezo E, Llarena-Barroso C, Mesa-Plaza N, Frutos-Pérez B, Ruiz-Giardín JM, Duarte-Millán MÁ, Piedrabuena-García SI, Carpintero-García L, Canalejo-Castrillero E, Mora-Hernández B, García-Parra CJ, Magro-García HA, Algaba-García A, Hernández-Muniesa B, Nasarre-López B, Ontañón-Nasarre A, Domínguez-García MJ, Gómez-Santos D, Prieto-Menchero S, García de Tena J, Bermejo F, García-Gil M, Gonzalo-Pascua S, Bernal-Bello D. Baricitinib or imatinib in hospitalized COVID-19 patients: Results from COVINIB, an exploratory randomized clinical trial. J Med Virol 2023; 95:e28495. [PMID: 36639911 DOI: 10.1002/jmv.28495] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/02/2023] [Accepted: 01/11/2023] [Indexed: 01/15/2023]
Abstract
Baricitinib and imatinib are considered therapies for coronavirus disease 2019 (COVID-19), but their ultimate clinical impact remains to be elucidated, so our objective is to determine whether these kinase inhibitors provide benefit when added to standard care in hospitalized COVID-19 patients. Phase-2, open-label, randomized trial with a pick-the-winner design conducted from September 2020 to June 2021 in a single Spanish center. Hospitalized adults with COVID-19 pneumonia and a symptom duration ≤10 days were assigned to 3 arms: imatinib (400 mg qd, 7 days) plus standard-care, baricitinib (4 mg qd, 7 days) plus standard-care, or standard-care alone. Primary outcome was time to clinical improvement (discharge alive or a reduction of 2 points in an ordinal scale of clinical status) compared on a day-by-day basis to identify differences ≥15% between the most and least favorable groups. Secondary outcomes included oxygenation and ventilatory support requirements, additional therapies administered, all-cause mortality, and safety. One hundred and sixty-five patients analyzed. Predefined criteria for selection of the most advantageous arm were met for baricitinib, but not for imatinib. However, no statistically significant differences were observed in formal analysis, but a trend toward better results in patients receiving baricitinib was found compared to standard care alone (hazard ratio [HR] for clinical improvement: 1.41, 95% confidence intervals [CI]: 0.96-2.06; HR for discontinuing oxygen: 1.46, 95% CI: 0.94-2.28). No differences were found regarding additional therapies administered or safety. Baricitinib plus standard care showed better results for hospitalized COVID-19 patients, being the most advantageous therapeutic strategy among those proposed in this exploratory clinical trial.
Collapse
Affiliation(s)
- Alejandro Morales-Ortega
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain.,Department of Medicine, Universidad de Alcalá, Madrid, Spain
| | | | | | | | | | - Elena Madroñal-Cerezo
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Cristina Llarena-Barroso
- Department of Orthopaedic Surgery and Traumatology, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Nieves Mesa-Plaza
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Begoña Frutos-Pérez
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | | | | | | | - Eduardo Canalejo-Castrillero
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain.,Department of Medical Specialties and Public Health, Universidad Rey Juan Carlos, Madrid, Spain
| | - Belén Mora-Hernández
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | | | - Alicia Algaba-García
- Department of Gastroenterology, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | - Berta Nasarre-López
- Clinical Research Program, Spanish National Cancer Research Centre (CNIO)-Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Ana Ontañón-Nasarre
- Department of Hospital Pharmacy, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | - Dulce Gómez-Santos
- Department of Radiology, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | | | - Fernando Bermejo
- Department of Medical Specialties and Public Health, Universidad Rey Juan Carlos, Madrid, Spain.,Department of Gastroenterology, Hospital Universitario de Fuenlabrada, Madrid, Spain.,Instituto de Investigación Sanitaria Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Mario García-Gil
- Department of Hospital Pharmacy, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Sonia Gonzalo-Pascua
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain.,Department of Medical Specialties and Public Health, Universidad Rey Juan Carlos, Madrid, Spain
| | - David Bernal-Bello
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | |
Collapse
|
3
|
Kim S, Wuthrick E, Blakaj D, Eroglu Z, Verschraegen C, Thapa R, Mills M, Dibs K, Liveringhouse C, Russell J, Caudell JJ, Tarhini A, Markowitz J, Kendra K, Wu R, Chen DT, Berglund A, Michael L, Aoki M, Wang MH, Hamaidi I, Cheng P, de la Iglesia J, Slebos RJ, Chung CH, Knepper TC, Moran-Segura CM, Nguyen JV, Perez BA, Rose T, Harrison L, Messina JL, Sondak VK, Tsai KY, Khushalani NI, Brohl AS. Combined nivolumab and ipilimumab with or without stereotactic body radiation therapy for advanced Merkel cell carcinoma: a randomised, open label, phase 2 trial. Lancet 2022; 400:1008-1019. [PMID: 36108657 PMCID: PMC9533323 DOI: 10.1016/s0140-6736(22)01659-2] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Merkel cell carcinoma is among the most aggressive and lethal of primary skin cancers, with a high rate of distant metastasis. Anti-programmed death receptor 1 (anti-PD-1) and programmed death ligand 1 (PD-L1) monotherapy is currently standard of care for unresectable, recurrent, or metastatic Merkel cell carcinoma. We assessed treatment with combined nivolumab plus ipilimumab, with or without stereotactic body radiotherapy (SBRT) in patients with advanced Merkel cell carcinoma as a first-line therapy or following previous treatment with anti-PD-1 and PD-L1 monotherapy. METHODS In this randomised, open label, phase 2 trial, we randomly assigned adults from two cancer sites in the USA (one in Florida and one in Ohio) to group A (combined nivolumab and ipilimumab) or group B (combined nivolumab and ipilimumab plus SBRT) in a 1:1 ratio. Eligible patients were aged at least 18 years with histologically proven advanced stage (unresectable, recurrent, or stage IV) Merkel cell carcinoma, a minimum of two tumour lesions measureable by CT, MRI or clinical exam, and tumour tissue available for exploratory biomarker analysis. Patients were stratified by previous immune-checkpoint inhibitor (ICI) status to receive nivolumab 240 mg intravenously every 2 weeks plus ipilimumab 1 mg/kg intravenously every 6 weeks (group A) or the same schedule of combined nivolumab and ipilimumab with the addition of SBRT to at least one tumour site (24 Gy in three fractions at week 2; group B). Patients had to have at least two measurable sites of disease so one non-irradiated site could be followed for response. The primary endpoint was objective response rate (ORR) in all randomly assigned patients who received at least one dose of combined nivolumab and ipilimumab. ORR was defined as the proportion of patients with a complete response or partial response per immune-related Response Evaluation Criteria in Solid Tumours. Response was assessed every 12 weeks. Safety was assessed in all patients. This trial is registered with ClinicalTrials.gov, NCT03071406. FINDINGS 50 patients (25 in both group A and group B) were enrolled between March 14, 2017, and Dec 21, 2021, including 24 ICI-naive patients (13 [52%] of 25 group A patients and 11 [44%] of 25 group B patients]) and 26 patients with previous ICI (12 [48%] of 25 group A patients and 14 [56%] of 25 group B patients]). One patient in group B did not receive SBRT due to concerns about excess toxicity. Median follow-up was 14·6 months (IQR 9·1-26·5). Two patients in group B were excluded from the analysis of the primary endpoint because the target lesions were irradiated and so the patients were deemed non-evaluable. Of the ICI-naive patients, 22 (100%) of 22 (95% CI 82-100) had an objective response, including nine (41% [95% CI 21-63]) with complete response. Of the patients who had previously had ICI exposure, eight (31%) of 26 patients (95% CI 15-52) had an objective response and four (15% [5-36]) had a complete response. No significant differences in ORR were observed between groups A (18 [72%] of 25 patients) and B (12 [52%] of 23 patients; p=0·26). Grade 3 or 4 treatment-related adverse events were observed in 10 (40%) of 25 patients in group A and 8 (32%) of 25 patients in group B. INTERPRETATION First-line combined nivolumab and ipilimumab in patients with advanced Merkel cell carcinoma showed a high ORR with durable responses and an expected safety profile. Combined nivolumab and ipilimumab also showed clinical benefit in patients with previous anti-PD-1 and PD-L1 treatment. Addition of SBRT did not improve efficacy of combined nivolumab and ipilimumab. The combination of nivolumab and ipilimumab represents a new first-line and salvage therapeutic option for advanced Merkel cell carcinoma. FUNDING Bristol Myers Squibb Rare Population Malignancy Program.
Collapse
Affiliation(s)
- Sungjune Kim
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA; Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA.
| | - Evan Wuthrick
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Dukagjin Blakaj
- Department of Radiation Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Zeynep Eroglu
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Claire Verschraegen
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Ram Thapa
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Matthew Mills
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Khaled Dibs
- Department of Radiation Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Casey Liveringhouse
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jeffery Russell
- Department of Head and Neck and Cutaneous Oncology, University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Jimmy J Caudell
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Ahmad Tarhini
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Joseph Markowitz
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Kari Kendra
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Richard Wu
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Dung-Tsa Chen
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Lauren Michael
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Mia Aoki
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Min-Hsuan Wang
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Imene Hamaidi
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Pingyan Cheng
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Janis de la Iglesia
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Robbert J Slebos
- Department of Head and Neck Endocrine Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Christine H Chung
- Department of Head and Neck Endocrine Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Todd C Knepper
- Department of Precision Medicine, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Carlos M Moran-Segura
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jonathan V Nguyen
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Bradford A Perez
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Trevor Rose
- Department of Radiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Louis Harrison
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jane L Messina
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Vernon K Sondak
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Kenneth Y Tsai
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Nikhil I Khushalani
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Andrew S Brohl
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| |
Collapse
|
4
|
Zhao Y, Yang B, Lee JJ, Wang L, Yuan Y. Bayesian Optimal Phase II Design for Randomized Clinical Trials. Stat Biopharm Res 2022. [DOI: 10.1080/19466315.2022.2050290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Yujie Zhao
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Bo Yang
- Vertex Pharmaceuticals, Boston, MA
| | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Ying Yuan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|
5
|
Demaria S, Guha C, Schoenfeld J, Morris Z, Monjazeb A, Sikora A, Crittenden M, Shiao S, Khleif S, Gupta S, Formenti SC, Vikram B, Coleman CN, Ahmed MM. Radiation dose and fraction in immunotherapy: one-size regimen does not fit all settings, so how does one choose? J Immunother Cancer 2021; 9:jitc-2020-002038. [PMID: 33827904 PMCID: PMC8031689 DOI: 10.1136/jitc-2020-002038] [Citation(s) in RCA: 121] [Impact Index Per Article: 40.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2021] [Indexed: 12/12/2022] Open
Abstract
Recent evidence indicates that ionizing radiation can enhance immune responses to tumors. Advances in radiation delivery techniques allow hypofractionated delivery of conformal radiotherapy. Hypofractionation or other modifications of standard fractionation may improve radiation’s ability to promote immune responses to tumors. Other novel delivery options may also affect immune responses, including T-cell activation and tumor-antigen presentation changes. However, there is limited understanding of the immunological impact of hypofractionated and unique multifractionated radiotherapy regimens, as these observations are relatively recent. Hence, these differences in radiotherapy fractionation result in distinct immune-modulatory effects. Radiation oncologists and immunologists convened a virtual consensus discussion to identify current deficiencies, challenges, pitfalls and critical gaps when combining radiotherapy with immunotherapy and making recommendations to the field and advise National Cancer Institute on new directions and initiatives that will help further development of these two fields. This commentary aims to raise the awareness of this complexity so that the need to study radiation dose, fractionation, type and volume is understood and valued by the immuno-oncology research community. Divergence of approaches and findings between preclinical studies and clinical trials highlights the need for evaluating the design of future clinical studies with particular emphasis on radiation dose and fractionation, immune biomarkers and selecting appropriate end points for combination radiation/immune modulator trials, recognizing that direct effect on the tumor and potential abscopal effect may well be different. Similarly, preclinical studies should be designed as much as possible to model the intended clinical setting. This article describes a conceptual framework for testing different radiation therapy regimens as separate models of how radiation itself functions as an immunomodulatory ‘drug’ to provide alternatives to the widely adopted ‘one-size-fits-all’ strategy of frequently used 8 Gy×3 regimens immunomodulation.
Collapse
Affiliation(s)
- Sandra Demaria
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York, USA
| | - Chandan Guha
- Radiation Oncology, Pathology and Urology, and Institute of Onco-Physics, Montefiore Hospital and Medical Center, Bronx, New York, USA
| | - Jonathan Schoenfeld
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Zachary Morris
- Human Oncology, University of Wisconsin Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Arta Monjazeb
- Radiation Oncology, UC Davis, Davis, California, USA
| | - Andrew Sikora
- Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Marka Crittenden
- Department of Radiation Oncology, Providence Portland Medical Center, Portland, Oregon, USA
| | - Stephen Shiao
- Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Samir Khleif
- The Loop Immuno-Oncology Laboratory, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Seema Gupta
- The Loop Immuno-Oncology Laboratory, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Silvia Chiara Formenti
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York, USA
| | - Bhadrasain Vikram
- Radiation Research Program, National Cancer Institute Division of Cancer Treatment and Diagnosis, Bethesda, Maryland, USA
| | - C Norman Coleman
- Radiation Research Program, National Cancer Institute Division of Cancer Treatment and Diagnosis, Bethesda, Maryland, USA
| | - Mansoor M Ahmed
- Radiation Research Program, National Cancer Institute Division of Cancer Treatment and Diagnosis, Bethesda, Maryland, USA
| |
Collapse
|