1
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Varachev V, Susova O, Mitrofanov A, Naskhletashvili D, Krasnov G, Ikonnikova A, Bezhanova S, Semenova V, Sevyan N, Prozorenko E, Ammour Y, Bekyashev A, Nasedkina T. Genomic Profiling in Glioma Patients to Explore Clinically Relevant Markers. Int J Mol Sci 2024; 25:13004. [PMID: 39684714 PMCID: PMC11641329 DOI: 10.3390/ijms252313004] [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: 11/02/2024] [Revised: 11/23/2024] [Accepted: 11/27/2024] [Indexed: 12/18/2024] Open
Abstract
Gliomas are a heterogeneous group of brain tumors, among which the most aggressive subtype is glioblastoma, accounting for 60% of cases in adults. Available systemic treatment options are few and ineffective, so new approaches to therapies for glioblastoma are in high demand. In total, 131 patients with diffuse glioma were studied. Paired tumor–normal samples were sequenced on the Illumina platform; the panel included 812 genes associated with cancer development. Molecular profiles in clinically distinct groups were investigated. In low-grade glioma (LGG) patients (n = 18), the most common mutations were IDH1/2 (78%), ATRX (33%), TP53 (44%), PIK3CA (17%), and co-deletion 1p/19q (22%). In high-grade glioma (HGG) patients (n = 113), more frequently affected genes were CDKN2A/B (33%), TERTp (71%), PTEN (60%), TP53 (27%), and EGFR (40%). The independent predictors of better prognosis were tumor grade and IDH1/2 mutations. In IDH—wildtype glioblastoma patients, a history of other precedent cancer was associated with worse overall survival (OS), while re-operation and bevacizumab therapy increased OS. Also, among genetic alterations, TERTp mutation and PTEN deletion were markers of poor prognosis. Nine patients received molecular targeted therapy, and the results were evaluated. The search for molecular changes associated with tumor growth and progression is important for diagnosis and choice of therapy.
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Affiliation(s)
- Viacheslav Varachev
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia; (V.V.); (G.K.); (A.I.); (V.S.)
| | - Olga Susova
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - Alexei Mitrofanov
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - David Naskhletashvili
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - George Krasnov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia; (V.V.); (G.K.); (A.I.); (V.S.)
| | - Anna Ikonnikova
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia; (V.V.); (G.K.); (A.I.); (V.S.)
| | - Svetlana Bezhanova
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - Vera Semenova
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia; (V.V.); (G.K.); (A.I.); (V.S.)
| | - Nadezhda Sevyan
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - Evgenii Prozorenko
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - Yulia Ammour
- I.I. Mechnikov Research Institute for Vaccines and Sera, 105064 Moscow, Russia;
| | - Ali Bekyashev
- N.N. Blokhin Russian Cancer Research Center of the Ministry of Health of the Russian Federation, 115478 Moscow, Russia; (O.S.); (A.M.); (D.N.); (S.B.); (N.S.); (E.P.); (A.B.)
| | - Tatiana Nasedkina
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia; (V.V.); (G.K.); (A.I.); (V.S.)
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2
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Weller J, Potthoff A, Zeyen T, Schaub C, Duffy C, Schneider M, Herrlinger U. Current status of precision oncology in adult glioblastoma. Mol Oncol 2024; 18:2927-2950. [PMID: 38899374 PMCID: PMC11619805 DOI: 10.1002/1878-0261.13678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 04/05/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024] Open
Abstract
The concept of precision oncology, the application of targeted drugs based on comprehensive molecular profiling, has revolutionized treatment strategies in oncology. This review summarizes the current status of precision oncology in glioblastoma (GBM), the most common and aggressive primary brain tumor in adults with a median survival below 2 years. Targeted treatments without prior target verification have consistently failed. Patients with BRAF V600E-mutated GBM benefit from BRAF/MEK-inhibition, whereas targeting EGFR alterations was unsuccessful due to poor tumor penetration, tumor cell heterogeneity, and pathway redundancies. Systematic screening for actionable molecular alterations resulted in low rates (< 10%) of targeted treatments. Efficacy was observed in one-third and currently appears to be limited to BRAF-, VEGFR-, and mTOR-directed treatments. Advancing precision oncology for GBM requires consideration of pathways instead of single alterations, new trial concepts enabling rapid and adaptive drug evaluation, a focus on drugs with sufficient bioavailability in the CNS, and the extension of target discovery and validation to the tumor microenvironment, tumor cell networks, and their interaction with immune cells and neurons.
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Affiliation(s)
- Johannes Weller
- Department of Neurooncology, Center for NeurologyUniversity Hospital BonnGermany
| | | | - Thomas Zeyen
- Department of Neurooncology, Center for NeurologyUniversity Hospital BonnGermany
| | - Christina Schaub
- Department of Neurooncology, Center for NeurologyUniversity Hospital BonnGermany
| | - Cathrina Duffy
- Department of Neurooncology, Center for NeurologyUniversity Hospital BonnGermany
| | | | - Ulrich Herrlinger
- Department of Neurooncology, Center for NeurologyUniversity Hospital BonnGermany
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3
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Papusha L, Zaytseva M, Senchenko M, Sanakoeva A, Panferova A, Sharanda T, Vilesova I, Tarakanova A, Salnikova E, Usman N, Artemov A, Karachunskiy A, Maschan A, Hwang E, Packer RJ, Novichkova G, Druy A. Cabozantinib in children with recurrent diffuse gliomas. Pediatr Blood Cancer 2024; 71:e31149. [PMID: 38884269 DOI: 10.1002/pbc.31149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 05/25/2024] [Accepted: 05/31/2024] [Indexed: 06/18/2024]
Affiliation(s)
- Ludmila Papusha
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Margarita Zaytseva
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Maria Senchenko
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Agunda Sanakoeva
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Agnesa Panferova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | | | - Irina Vilesova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Alexandra Tarakanova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Ekaterina Salnikova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Natalia Usman
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Anton Artemov
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Alexander Karachunskiy
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Alexey Maschan
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Eugene Hwang
- Division of Oncology, Children's National Hospital, Washington, District of Columbia, USA
- Brain Tumor Institute, Children's National Hospital, Washington, District of Columbia, USA
| | - Roger J Packer
- Brain Tumor Institute, Children's National Hospital, Washington, District of Columbia, USA
- Center for Neuroscience and Behavioral Medicine, Washington, District of Columbia, USA
| | - Galina Novichkova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Alexander Druy
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia
- Research Institute of Medical Cell Technologies, Yekaterinburg, Russia
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4
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Kuehn JC, Metzger P, Neidert N, Matysiak U, Gräßel L, Philipp U, Bleul S, Pauli T, Falkenstein J, Bertemes H, Cysar S, Hess ME, Frey AV, Duque-Afonso J, Schorb E, Machein M, Beck J, Schnell O, von Bubnoff N, Illert AL, Peters C, Brummer T, Prinz M, Miething C, Becker H, Lassmann S, Werner M, Börries M, Duyster J, Heiland DH, Sankowski R, Scherer F. Comprehensive genetic profiling and molecularly guided treatment for patients with primary CNS tumors. NPJ Precis Oncol 2024; 8:180. [PMID: 39143272 PMCID: PMC11324882 DOI: 10.1038/s41698-024-00674-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/07/2024] [Indexed: 08/16/2024] Open
Abstract
Despite major advances in molecular profiling and classification of primary brain tumors, personalized treatment remains limited for most patients. Here, we explored the feasibility of individual molecular profiling and the efficacy of biomarker-guided therapy for adult patients with primary brain cancers in the real-world setting within the molecular tumor board Freiburg, Germany. We analyzed genetic profiles, personalized treatment recommendations, and clinical outcomes of 102 patients with 21 brain tumor types. Alterations in the cell cycle, BRAF, and mTOR pathways most frequently led to personalized treatment recommendations. Molecularly informed therapies were recommended in 71% and implemented in 32% of patients with completed molecular diagnostics. The disease control rate following targeted treatment was 50% and the overall response rate was 30%, with a progression-free survival 2/1 ratio of at least 1.3 in 31% of patients. This study highlights the efficacy of molecularly guided treatment and the need for biomarker-stratified trials in brain cancers.
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Affiliation(s)
- Julia C Kuehn
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Patrick Metzger
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nicolas Neidert
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine Freiburg, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
| | - Uta Matysiak
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Institute for Surgical Pathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Linda Gräßel
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ulrike Philipp
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sabine Bleul
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas Pauli
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Julia Falkenstein
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Henriette Bertemes
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Stepan Cysar
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Institute for Surgical Pathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Maria Elena Hess
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Anna Verena Frey
- Institute for Surgical Pathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jesús Duque-Afonso
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Elisabeth Schorb
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marcia Machein
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine Freiburg, University of Freiburg, Freiburg, Germany
| | - Jürgen Beck
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine Freiburg, University of Freiburg, Freiburg, Germany
| | - Oliver Schnell
- Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine Freiburg, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, Universitätsklinikum Erlangen, Friedrich-Alexander University (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Nikolas von Bubnoff
- Department of Hematology and Oncology, University Hospital Schleswig-Holstein, Luebeck, Germany
| | - Anna L Illert
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Department of Medicine III, Faculty of Medicine, Klinikum Rechts der Isar, Technical University Munich (TUM), Munich, Germany
| | - Christoph Peters
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Tilman Brummer
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Signalling Research Centres BIOSS and CIBSS, University of Freiburg, Freiburg, Germany
- Institute of Molecular Medicine and Cell Research, ZBMZ, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marco Prinz
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Signalling Research Centres BIOSS and CIBSS, University of Freiburg, Freiburg, Germany
- Institute of Neuropathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Cornelius Miething
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Heiko Becker
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
| | - Silke Lassmann
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Institute for Surgical Pathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Martin Werner
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Institute for Surgical Pathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Melanie Börries
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
| | - Justus Duyster
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
| | - Dieter H Heiland
- Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine Freiburg, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, Universitätsklinikum Erlangen, Friedrich-Alexander University (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Roman Sankowski
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany
- Institute of Neuropathology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Florian Scherer
- Department of Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- Comprehensive Cancer Center Freiburg, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- German Cancer Consortium (DKTK Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Heidelberg, Germany.
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5
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Yurkovich JT, Evans SJ, Rappaport N, Boore JL, Lovejoy JC, Price ND, Hood LE. The transition from genomics to phenomics in personalized population health. Nat Rev Genet 2024; 25:286-302. [PMID: 38093095 DOI: 10.1038/s41576-023-00674-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 03/21/2024]
Abstract
Modern health care faces several serious challenges, including an ageing population and its inherent burden of chronic diseases, rising costs and marginal quality metrics. By assessing and optimizing the health trajectory of each individual using a data-driven personalized approach that reflects their genetics, behaviour and environment, we can start to address these challenges. This assessment includes longitudinal phenome measures, such as the blood proteome and metabolome, gut microbiome composition and function, and lifestyle and behaviour through wearables and questionnaires. Here, we review ongoing large-scale genomics and longitudinal phenomics efforts and the powerful insights they provide into wellness. We describe our vision for the transformation of the current health care from disease-oriented to data-driven, wellness-oriented and personalized population health.
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Affiliation(s)
- James T Yurkovich
- Phenome Health, Seattle, WA, USA
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, USA
| | - Simon J Evans
- Phenome Health, Seattle, WA, USA
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA
| | - Noa Rappaport
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA
- Institute for Systems Biology, Seattle, WA, USA
| | - Jeffrey L Boore
- Phenome Health, Seattle, WA, USA
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA
| | - Jennifer C Lovejoy
- Phenome Health, Seattle, WA, USA
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA
- Institute for Systems Biology, Seattle, WA, USA
| | - Nathan D Price
- Institute for Systems Biology, Seattle, WA, USA
- Thorne HealthTech, New York, NY, USA
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA
| | - Leroy E Hood
- Phenome Health, Seattle, WA, USA.
- Center for Phenomic Health, The Buck Institute for Research on Aging, Novato, CA, USA.
- Institute for Systems Biology, Seattle, WA, USA.
- Department of Bioengineering, University of Washington, Seattle, WA, USA.
- Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA.
- Department of Immunology, University of Washington, Seattle, WA, USA.
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6
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Yuzhakova DV, Sachkova DA, Shirmanova MV, Mozherov AM, Izosimova AV, Zolotova AS, Yashin KS. Measurement of Patient-Derived Glioblastoma Cell Response to Temozolomide Using Fluorescence Lifetime Imaging of NAD(P)H. Pharmaceuticals (Basel) 2023; 16:796. [PMID: 37375743 DOI: 10.3390/ph16060796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 05/23/2023] [Accepted: 05/24/2023] [Indexed: 06/29/2023] Open
Abstract
Personalized strategies in glioblastoma treatment are highly necessary. One of the possible approaches is drug screening using patient-derived tumor cells. However, this requires reliable methods for assessment of the response of tumor cells to treatment. Fluorescence lifetime imaging microscopy (FLIM) is a promising instrument to detect early cellular response to chemotherapy using the autofluorescence of metabolic cofactors. Here, we explored FLIM of NAD(P)H to evaluate the sensitivity of patient-derived glioma cells to temozolomide (TMZ) in vitro. Our results demonstrate that the more-responsive cell cultures displayed the longest mean fluorescence lifetime τm after TMZ treatment due to an increase in the protein-bound NAD(P)H fraction α2 associated with a shift to oxidative phosphorylation. The cell cultures that responded poorly to TMZ had generally shorter τm, i.e., were more glycolytic, and showed no or insignificant changes after treatment. The FLIM data correlate well with standard measurements of cellular drug response-cell viability and proliferation index and clinical response in patients. Therefore, FLIM of NAD(P)H provides a highly sensitive, label-free assay of treatment response directly on patient-derived glioblastoma cells and can become an innovative platform for individual drug screening for patients.
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Affiliation(s)
- Diana V Yuzhakova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
| | - Daria A Sachkova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
- Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Ave., 603950 Nizhny Novgorod, Russia
| | - Marina V Shirmanova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
| | - Artem M Mozherov
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
| | - Anna V Izosimova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
- Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Ave., 603950 Nizhny Novgorod, Russia
| | - Anna S Zolotova
- Department of Neurosurgery, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
| | - Konstantin S Yashin
- Department of Neurosurgery, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603005 Nizhny Novgorod, Russia
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7
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Kebir S, Ullrich V, Berger P, Dobersalske C, Langer S, Rauschenbach L, Trageser D, Till A, Lorbeer FK, Wieland A, Wilhelm-Buchstab T, Ahmad A, Fröhlich H, Cima I, Prasad S, Matschke J, Jendrossek V, Remke M, Grüner BM, Roesch A, Siveke JT, Herold-Mende C, Blau T, Keyvani K, van Landeghem FK, Pietsch T, Felsberg J, Reifenberger G, Weller M, Sure U, Brüstle O, Simon M, Glas M, Scheffler B. A Sequential Targeting Strategy Interrupts AKT-Driven Subclone-Mediated Progression in Glioblastoma. Clin Cancer Res 2023; 29:488-500. [PMID: 36239995 PMCID: PMC9843437 DOI: 10.1158/1078-0432.ccr-22-0611] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 09/10/2022] [Accepted: 10/07/2022] [Indexed: 01/21/2023]
Abstract
PURPOSE Therapy resistance and fatal disease progression in glioblastoma are thought to result from the dynamics of intra-tumor heterogeneity. This study aimed at identifying and molecularly targeting tumor cells that can survive, adapt, and subclonally expand under primary therapy. EXPERIMENTAL DESIGN To identify candidate markers and to experimentally access dynamics of subclonal progression in glioblastoma, we established a discovery cohort of paired vital cell samples obtained before and after primary therapy. We further used two independent validation cohorts of paired clinical tissues to test our findings. Follow-up preclinical treatment strategies were evaluated in patient-derived xenografts. RESULTS We describe, in clinical samples, an archetype of rare ALDH1A1+ tumor cells that enrich and acquire AKT-mediated drug resistance in response to standard-of-care temozolomide (TMZ). Importantly, we observe that drug resistance of ALDH1A1+ cells is not intrinsic, but rather an adaptive mechanism emerging exclusively after TMZ treatment. In patient cells and xenograft models of disease, we recapitulate the enrichment of ALDH1A1+ cells under the influence of TMZ. We demonstrate that their subclonal progression is AKT-driven and can be interfered with by well-timed sequential rather than simultaneous antitumor combination strategy. CONCLUSIONS Drug-resistant ALDH1A1+/pAKT+ subclones accumulate in patient tissues upon adaptation to TMZ therapy. These subclones may therefore represent a dynamic target in glioblastoma. Our study proposes the combination of TMZ and AKT inhibitors in a sequential treatment schedule as a rationale for future clinical investigation.
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Affiliation(s)
- Sied Kebir
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- Division of Clinical Neurooncology, Department of Neurology, University Hospital Essen, Essen, Germany
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
| | - Vivien Ullrich
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
| | - Pia Berger
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Celia Dobersalske
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sarah Langer
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
| | - Laurèl Rauschenbach
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Essen, Germany
| | - Daniel Trageser
- Institute of Reconstructive Neurobiology, University of Bonn Medical Faculty & University Hospital Bonn, Bonn, Germany
- LIFE & BRAIN GmbH, Cellomics Unit, Bonn, Germany
| | - Andreas Till
- Institute of Reconstructive Neurobiology, University of Bonn Medical Faculty & University Hospital Bonn, Bonn, Germany
| | - Franziska K. Lorbeer
- Institute of Reconstructive Neurobiology, University of Bonn Medical Faculty & University Hospital Bonn, Bonn, Germany
| | - Anja Wieland
- Institute of Reconstructive Neurobiology, University of Bonn Medical Faculty & University Hospital Bonn, Bonn, Germany
| | | | - Ashar Ahmad
- Bonn-Aachen International Center for IT (B-IT), University of Bonn, Bonn, Germany
| | - Holger Fröhlich
- Bonn-Aachen International Center for IT (B-IT), University of Bonn, Bonn, Germany
- Department of Bioinformatics, Fraunhofer SCAI, Schloss Birlinghoven, Sankt Augustin, Germany
| | - Igor Cima
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
| | - Shruthi Prasad
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Johann Matschke
- Institute of Cell Biology (Cancer Research), University Hospital Essen, Essen, Germany
| | - Verena Jendrossek
- Institute of Cell Biology (Cancer Research), University Hospital Essen, Essen, Germany
| | - Marc Remke
- German Cancer Consortium (DKTK)
- Pediatric Neuro-Oncogenomics, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Barbara M. Grüner
- German Cancer Consortium (DKTK)
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Alexander Roesch
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | - Jens T. Siveke
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Christel Herold-Mende
- Division of Neurosurgical Research, Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | - Tobias Blau
- Institute of Neuropathology, University of Duisburg-Essen, Essen, Germany
| | - Kathy Keyvani
- Institute of Neuropathology, University of Duisburg-Essen, Essen, Germany
| | | | - Torsten Pietsch
- Institute of Neuropathology, University of Bonn, Bonn, Germany
| | - Jörg Felsberg
- Institute of Neuropathology, Heinrich Heine University, Düsseldorf, Germany
| | - Guido Reifenberger
- German Cancer Consortium (DKTK)
- Institute of Neuropathology, Heinrich Heine University, Düsseldorf, Germany
| | - Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Ulrich Sure
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Essen, Germany
| | - Oliver Brüstle
- Institute of Reconstructive Neurobiology, University of Bonn Medical Faculty & University Hospital Bonn, Bonn, Germany
- LIFE & BRAIN GmbH, Cellomics Unit, Bonn, Germany
| | - Matthias Simon
- Department of Neurosurgery, University of Bonn Medical Center, Bonn, Germany
- Department of Neurosurgery, Bethel Clinic, University of Bielefeld Medical Center, OWL, Bielefeld, Germany
| | - Martin Glas
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- Division of Clinical Neurooncology, Department of Neurology, University Hospital Essen, Essen, Germany
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
| | - Björn Scheffler
- DKFZ-Division Translational Neurooncology at the WTZ, DKTK Partner Site, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK)
- West German Cancer Center (WTZ), University Hospital Essen, Essen, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Center of Medical Biotechnology (ZMB), University Duisburg-Essen, Essen, Germany
- Corresponding Author: Björn Scheffler, Professor for Translational Oncology, DKFZ-Division of Translational Neurooncology at the West German Cancer Center (WTZ), DKTK Partner Site, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, WTZ-F, UG 01.041, Essen D-45147, Germany. Phone: 49 (0)201-723-8130; Fax: 49 (0)201-723-6752; E-mail:
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