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Porter S, Murray TA, Eaton A. Phase I/II Design for Selecting Subgroup-Specific Optimal Biological Doses for Prespecified Subgroups. Stat Med 2024; 43:5401-5411. [PMID: 39422157 PMCID: PMC11586896 DOI: 10.1002/sim.10256] [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] [Received: 10/19/2023] [Revised: 08/26/2024] [Accepted: 10/04/2024] [Indexed: 10/19/2024]
Abstract
We propose a phase I/II trial design to support dose-finding when the optimal biological dose (OBD) may differ in two prespecified patient subgroups. The proposed design uses a utility function to quantify efficacy-toxicity trade-offs, and a Bayesian model with spike and slab prior distributions for the subgroup effect on toxicity and efficacy to guide dosing and to facilitate identifying either subgroup-specific OBDs or a common OBD depending on the resulting trial data. In a simulation study, we find the proposed design performs nearly as well as a design that ignores subgroups when the dose-toxicity and dose-efficacy relationships are the same in both subgroups, and nearly as well as a design with independent dose-finding within each subgroup when these relationships differ across subgroups. In other words, the proposed adaptive design performs similarly to the design that would be chosen if investigators possessed foreknowledge about whether the dose-toxicity and/or dose-efficacy relationship differs across two prespecified subgroups. Thus, the proposed design may be effective for OBD selection when uncertainty exists about whether the OBD differs in two prespecified subgroups.
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Affiliation(s)
- Sydney Porter
- Division of BiostatisticsUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Thomas A. Murray
- Division of BiostatisticsUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Anne Eaton
- Division of BiostatisticsUniversity of MinnesotaMinneapolisMinnesotaUSA
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Obrador E, Moreno-Murciano P, Oriol-Caballo M, López-Blanch R, Pineda B, Gutiérrez-Arroyo JL, Loras A, Gonzalez-Bonet LG, Martinez-Cadenas C, Estrela JM, Marqués-Torrejón MÁ. Glioblastoma Therapy: Past, Present and Future. Int J Mol Sci 2024; 25:2529. [PMID: 38473776 PMCID: PMC10931797 DOI: 10.3390/ijms25052529] [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] [Received: 12/23/2023] [Revised: 02/10/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Glioblastoma (GB) stands out as the most prevalent and lethal form of brain cancer. Although great efforts have been made by clinicians and researchers, no significant improvement in survival has been achieved since the Stupp protocol became the standard of care (SOC) in 2005. Despite multimodality treatments, recurrence is almost universal with survival rates under 2 years after diagnosis. Here, we discuss the recent progress in our understanding of GB pathophysiology, in particular, the importance of glioma stem cells (GSCs), the tumor microenvironment conditions, and epigenetic mechanisms involved in GB growth, aggressiveness and recurrence. The discussion on therapeutic strategies first covers the SOC treatment and targeted therapies that have been shown to interfere with different signaling pathways (pRB/CDK4/RB1/P16ink4, TP53/MDM2/P14arf, PI3k/Akt-PTEN, RAS/RAF/MEK, PARP) involved in GB tumorigenesis, pathophysiology, and treatment resistance acquisition. Below, we analyze several immunotherapeutic approaches (i.e., checkpoint inhibitors, vaccines, CAR-modified NK or T cells, oncolytic virotherapy) that have been used in an attempt to enhance the immune response against GB, and thereby avoid recidivism or increase survival of GB patients. Finally, we present treatment attempts made using nanotherapies (nanometric structures having active anti-GB agents such as antibodies, chemotherapeutic/anti-angiogenic drugs or sensitizers, radionuclides, and molecules that target GB cellular receptors or open the blood-brain barrier) and non-ionizing energies (laser interstitial thermal therapy, high/low intensity focused ultrasounds, photodynamic/sonodynamic therapies and electroporation). The aim of this review is to discuss the advances and limitations of the current therapies and to present novel approaches that are under development or following clinical trials.
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Affiliation(s)
- Elena Obrador
- Scientia BioTech S.L., 46002 Valencia, Spain; (P.M.-M.); (M.O.-C.); (R.L.-B.); (J.M.E.)
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain;
| | - Paz Moreno-Murciano
- Scientia BioTech S.L., 46002 Valencia, Spain; (P.M.-M.); (M.O.-C.); (R.L.-B.); (J.M.E.)
| | - María Oriol-Caballo
- Scientia BioTech S.L., 46002 Valencia, Spain; (P.M.-M.); (M.O.-C.); (R.L.-B.); (J.M.E.)
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain;
| | - Rafael López-Blanch
- Scientia BioTech S.L., 46002 Valencia, Spain; (P.M.-M.); (M.O.-C.); (R.L.-B.); (J.M.E.)
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain;
| | - Begoña Pineda
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain;
| | - Julia Lara Gutiérrez-Arroyo
- Department of Medicine, Jaume I University of Castellon, 12071 Castellon, Spain; (J.L.G.-A.); (A.L.); (C.M.-C.)
| | - Alba Loras
- Department of Medicine, Jaume I University of Castellon, 12071 Castellon, Spain; (J.L.G.-A.); (A.L.); (C.M.-C.)
| | - Luis G. Gonzalez-Bonet
- Department of Neurosurgery, Castellon General University Hospital, 12004 Castellon, Spain;
| | - Conrado Martinez-Cadenas
- Department of Medicine, Jaume I University of Castellon, 12071 Castellon, Spain; (J.L.G.-A.); (A.L.); (C.M.-C.)
| | - José M. Estrela
- Scientia BioTech S.L., 46002 Valencia, Spain; (P.M.-M.); (M.O.-C.); (R.L.-B.); (J.M.E.)
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain;
- Department of Physiology, Faculty of Pharmacy, University of Valencia, 46100 Burjassot, Spain
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