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Broglio K, Kostakoglu L, Ward C, Mattiello F, Sahin D, Nielsen T, McGlothlin A, Elliott CF, Witzig T, Sehn LH, Trnĕný M, Vitolo U, Martelli M, Foster M, Wendelberger B, Nowakowski G, Berry DA. PET-CR as a potential surrogate endpoint in untreated DLBCL: meta-analysis and implications for clinical trial design. Leuk Lymphoma 2022; 63:2816-2831. [PMID: 35815677 DOI: 10.1080/10428194.2022.2095624] [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: 12/14/2022]
Abstract
This study's focus is the association of end-of-therapy (EOT) PET results with progression-free (PFS) and overall survival (OS) in patients with diffuse large B-cell lymphoma receiving first-line chemoimmunotherapy. We develop a Bayesian hierarchical model for predicting PFS and OS from EOT PET-complete response (PET-CR) using a literature-based meta-analysis of 20 treatment arms and a substudy of 4 treatment arms in 3 clinical trials for which we have patient-level data. The PET-CR rate in our substudy was 72%. The modeled estimates for hazard ratio (PET-CR/non-PET-CR) were 0.13 for PFS (95% CI 0.10, 0.16) and 0.10 for OS (CI 0.07, 0.12). Hazard ratios varied little by patient subtype and were confirmed by the overall meta-analysis. We link these findings to designing future clinical trials and show how our model can be used in adapting the sample size of a trial to accumulating results regarding treatment benefits on PET-CR and a survival endpoint.
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Affiliation(s)
| | - Lale Kostakoglu
- Department of Nuclear Medicine, University of Virginia, Charlottesville, VA, USA
| | - Carol Ward
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | | | - Denis Sahin
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | | | | | | | | | | | - Marek Trnĕný
- Charles University and General University Hospital, Prague, Czech Republic
| | | | - Maurizio Martelli
- Department of Translational and Precision Medicine, Sapienza Università di Roma, Rome, Italy
| | - Margaret Foster
- University Libraries, Texas A&M University, College Station, TX, USA
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Glamoclija U, Mahmutovic L, Bilajac E, Soljic V, Vukojevic K, Suljagic M. Metformin and Thymoquinone Synergistically Inhibit Proliferation of Imatinib-Resistant Human Leukemic Cells. Front Pharmacol 2022; 13:867133. [PMID: 35496297 PMCID: PMC9043685 DOI: 10.3389/fphar.2022.867133] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 03/14/2022] [Indexed: 12/12/2022] Open
Abstract
Chemotherapy resistance is one of the major challenges in cancer treatment, including leukemia. A massive array of research is evaluating combinations of drugs directed against different intracellular signaling molecules to overcome cancer resistance, increase therapy effectiveness, and decrease its adverse effects. Combining chemicals with proven safety profiles, such as drugs already used in therapy and active substances isolated from natural sources, could potentially have superior effects compared to monotherapies. In this study, we evaluated the effects of metformin and thymoquinone (TQ) as monotherapy and combinatorial treatments in chronic myeloid leukemia (CML) cell lines sensitive and resistant to imatinib therapy. The effects were also evaluated in primary monocytic acute myeloid leukemia (AML) and chronic lymphocytic leukemia (CLL) cells. Both compounds induced a dose- and time-dependent decrease of viability and proliferation in tested cells. Metformin had similar IC50 values in imatinib-sensitive and imatinib-resistant cell lines. IC50 values of TQ were significantly higher in imatinib-resistant cells, but with a limited resistance index (2.4). Synergistic effects of combinatorial treatments were observed in all tested cell lines, as well as in primary cells. The strongest synergistic effects were observed in the inhibition of imatinib-resistant cell line proliferation. Metformin and TQ inhibited the nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling and induced apoptosis in tested cell lines and primary cells. The enhanced effects of combinatorial treatments on the induction of apoptosis were more dominant in imatinib-resistant compared to imatinib-sensitive CML cells. Primary cells were more sensitive to combinatorial treatments compared to cell lines. A combination of 1.25 mM metformin and 0.625 µM TQ increased the levels of cleaved poly (ADP-ribose) polymerase (PARP), decreased the levels of proliferation regulatory proteins, and inhibited protein kinase B (Akt) and NF-κB signaling in primary CLL cells. This study demonstrates that combinatorial treatments of imatinib-resistant malignant clones with metformin and TQ by complementary intracellular multi-targeting represents a promising approach in future studies.
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Affiliation(s)
- Una Glamoclija
- Department of Biochemistry and Clinical Analysis, University of Sarajevo-Faculty of Pharmacy, Sarajevo, Bosnia and Herzegovina
- Department of Histology and Embryology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
- Scientific Research Unit, Bosnalijek JSC, Sarajevo, Bosnia and Herzegovina
| | - Lejla Mahmutovic
- Genetics and Bioengineering Department, Faculty of Engineering and Natural Sciences, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Esma Bilajac
- Genetics and Bioengineering Department, Faculty of Engineering and Natural Sciences, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Violeta Soljic
- Department of Histology and Embryology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
- Faculty of Health Studies, University of Mostar, Mostar, Bosnia and Herzegovina
| | - Katarina Vukojevic
- Department of Histology and Embryology, School of Medicine, University of Mostar, Mostar, Bosnia and Herzegovina
- Department of Anatomy, Histology and Embryology, University of Split School of Medicine, Split, Croatia
| | - Mirza Suljagic
- 3D BioLabs, FabLab Bosnia and Herzegovina, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
- *Correspondence: Mirza Suljagic,
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Bacac M, Colombetti S, Herter S, Sam J, Perro M, Chen S, Bianchi R, Richard M, Schoenle A, Nicolini V, Diggelmann S, Limani F, Schlenker R, Hüsser T, Richter W, Bray-French K, Hinton H, Giusti AM, Freimoser-Grundschober A, Lariviere L, Neumann C, Klein C, Umaña P. CD20-TCB with Obinutuzumab Pretreatment as Next-Generation Treatment of Hematologic Malignancies. Clin Cancer Res 2018; 24:4785-4797. [PMID: 29716920 DOI: 10.1158/1078-0432.ccr-18-0455] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 03/24/2018] [Accepted: 04/25/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Despite promising clinical activity, T-cell-engaging therapies including T-cell bispecific antibodies (TCB) are associated with severe side effects requiring the use of step-up-dosing (SUD) regimens to mitigate safety. Here, we present a next-generation CD20-targeting TCB (CD20-TCB) with significantly higher potency and a novel approach enabling safer administration of such potent drug.Experimental Design: We developed CD20-TCB based on the 2:1 TCB molecular format and characterized its activity preclinically. We also applied a single administration of obinutuzumab (Gazyva pretreatment, Gpt; Genentech/Roche) prior to the first infusion of CD20-TCB as a way to safely administer such a potent drug.Results: CD20-TCB is associated with a long half-life and high potency enabled by high-avidity bivalent binding to CD20 and head-to-tail orientation of B- and T-cell-binding domains in a 2:1 molecular format. CD20-TCB displays considerably higher potency than other CD20-TCB antibodies in clinical development and is efficacious on tumor cells expressing low levels of CD20. CD20-TCB also displays potent activity in primary tumor samples with low effector:target ratios. In vivo, CD20-TCB regresses established tumors of aggressive lymphoma models. Gpt enables profound B-cell depletion in peripheral blood and secondary lymphoid organs and reduces T-cell activation and cytokine release in the peripheral blood, thus increasing the safety of CD20-TCB administration. Gpt is more efficacious and safer than SUD.Conclusions: CD20-TCB and Gpt represent a potent and safer approach for treatment of lymphoma patients and are currently being evaluated in phase I, multicenter study in patients with relapsed/refractory non-Hodgkin lymphoma (NCT03075696). Clin Cancer Res; 24(19); 4785-97. ©2018 AACR See related commentary by Prakash and Diefenbach, p. 4631.
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Affiliation(s)
- Marina Bacac
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland.
| | - Sara Colombetti
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Sylvia Herter
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Johannes Sam
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Mario Perro
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Stanford Chen
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Roberta Bianchi
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Marine Richard
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Anne Schoenle
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Valeria Nicolini
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Sarah Diggelmann
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Florian Limani
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Ramona Schlenker
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Tamara Hüsser
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Wolfgang Richter
- Roche Innovation Center Basel, Roche Pharmaceutical Research and Early Development, pRED, Basel, Switzerland
| | - Katharine Bray-French
- Roche Innovation Center Basel, Roche Pharmaceutical Research and Early Development, pRED, Basel, Switzerland
| | - Heather Hinton
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Anna Maria Giusti
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Anne Freimoser-Grundschober
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Laurent Lariviere
- Roche Innovation Center Munich, Roche Pharmaceutical Research and Early Development, pRED, Munich, Germany
| | - Christiane Neumann
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Christian Klein
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland
| | - Pablo Umaña
- Roche Innovation Center Zurich, Roche Pharmaceutical Research and Early Development, pRED, Zurich, Switzerland.
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