1
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Jeising S, Nickel AC, Trübel J, Felsberg J, Picard D, Leprivier G, Wolter M, Huynh MK, Olivera MB, Kaulich K, Häberle L, Esposito I, Klau GW, Steinmann J, Beez T, Rapp M, Sabel M, Dietrich S, Remke M, Cornelius JF, Reifenberger G, Qin N. A clinically compatible in vitro drug-screening platform identifies therapeutic vulnerabilities in primary cultures of brain metastases. J Neurooncol 2024; 169:613-623. [PMID: 38985431 PMCID: PMC11341655 DOI: 10.1007/s11060-024-04763-7] [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: 01/18/2024] [Accepted: 06/28/2024] [Indexed: 07/11/2024]
Abstract
PURPOSE Brain metastases represent the most common intracranial tumors in adults and are associated with a poor prognosis. We used a personalized in vitro drug screening approach to characterize individual therapeutic vulnerabilities in brain metastases. METHODS Short-term cultures of cancer cells isolated from brain metastasis patients were molecularly characterized using next-generation sequencing and functionally evaluated using high-throughput in vitro drug screening to characterize pharmacological treatment sensitivities. RESULTS Next-generation sequencing identified matched genetic alterations in brain metastasis tissue samples and corresponding short-term cultures, suggesting that short-term cultures of brain metastases are suitable models for recapitulating the genetic profile of brain metastases that may determine their sensitivity to anti-cancer drugs. Employing a high-throughput in vitro drug screening platform, we successfully screened the cultures of five brain metastases for response to 267 anticancer compounds and related drug response to genetic data. Among others, we found that targeted treatment with JAK3, HER2, or FGFR3 inhibitors showed anti-cancer effects in individual brain metastasis cultures. CONCLUSION Our preclinical study provides a proof-of-concept for combining molecular profiling with in vitro drug screening for predictive evaluation of therapeutic vulnerabilities in brain metastasis patients. This approach could advance the use of patient-derived cancer cells in clinical practice and might eventually facilitate decision-making for personalized drug treatment.
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Affiliation(s)
- Sebastian Jeising
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Ann-Christin Nickel
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Johanna Trübel
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Jörg Felsberg
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Daniel Picard
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriel Leprivier
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marietta Wolter
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - My Ky Huynh
- Department of Computer Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Marlene B Olivera
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Kerstin Kaulich
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Lena Häberle
- Institute of Pathology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Irene Esposito
- Institute of Pathology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Gunnar W Klau
- Department of Computer Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Julia Steinmann
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Thomas Beez
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marion Rapp
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Michael Sabel
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Sascha Dietrich
- Department of Hematology, Oncology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marc Remke
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
- Department of Pediatric Hematology and Oncology, University Medical Center of Saarland, Homburg/Saar, Germany
| | - Jan F Cornelius
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
| | - Guido Reifenberger
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Nan Qin
- Department of Hematology, Oncology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, University Hospital Düsseldorf, Düsseldorf, Germany.
- Spatial & Functional Screening Core Facility, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany.
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, and University Hospital Düsseldorf, Düsseldorf, Germany.
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf (MSSO ABCD), Düsseldorf, Germany.
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2
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Lau LMS, Khuong-Quang DA, Mayoh C, Wong M, Barahona P, Ajuyah P, Senapati A, Nagabushan S, Sherstyuk A, Altekoester AK, Fuentes-Bolanos NA, Yeung V, Sullivan A, Omer N, Diamond Y, Jessop S, Battaglia L, Zhukova N, Cui L, Lin A, Gifford AJ, Fleuren EDG, Dalla-Pozza L, Moore AS, Khaw SL, Eisenstat DD, Gottardo NG, Wood PJ, Tapp H, Alvaro F, McCowage G, Nicholls W, Hansford JR, Manoharan N, Kotecha RS, Mateos MK, Lock RB, Tyrrell V, Haber M, Trahair TN, Cowley MJ, Ekert PG, Marshall GM, Ziegler DS. Precision-guided treatment in high-risk pediatric cancers. Nat Med 2024; 30:1913-1922. [PMID: 38844796 PMCID: PMC11271405 DOI: 10.1038/s41591-024-03044-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 05/06/2024] [Indexed: 07/21/2024]
Abstract
Recent research showed that precision medicine can identify new treatment strategies for patients with childhood cancers. However, it is unclear which patients will benefit most from precision-guided treatment (PGT). Here we report consecutive data from 384 patients with high-risk pediatric cancer (with an expected cure rate of less than 30%) who had at least 18 months of follow-up on the ZERO Childhood Cancer Precision Medicine Program PRecISion Medicine for Children with Cancer (PRISM) trial. A total of 256 (67%) patients received PGT recommendations and 110 (29%) received a recommended treatment. PGT resulted in a 36% objective response rate and improved 2-year progression-free survival compared with standard of care (26% versus 12%; P = 0.049) or targeted agents not guided by molecular findings (26% versus 5.2%; P = 0.003). PGT based on tier 1 evidence, PGT targeting fusions or commenced before disease progression had the greatest clinical benefit. Our data show that PGT informed by comprehensive molecular profiling significantly improves outcomes for children with high-risk cancers. ClinicalTrials.gov registration: NCT03336931.
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Affiliation(s)
- Loretta M S Lau
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Dong-Anh Khuong-Quang
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Marie Wong
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Paulette Barahona
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Pamela Ajuyah
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Akanksha Senapati
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Sumanth Nagabushan
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Alexandra Sherstyuk
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Ann-Kristin Altekoester
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Noemi A Fuentes-Bolanos
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Veronica Yeung
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Ashleigh Sullivan
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
| | - Natacha Omer
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Yonatan Diamond
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Sophie Jessop
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Lauren Battaglia
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
| | - Nataliya Zhukova
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Louise Cui
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Angela Lin
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Andrew J Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Anatomical Pathology, NSW Health Pathology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Emmy D G Fleuren
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Luciano Dalla-Pozza
- Cancer Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Andrew S Moore
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
| | - Seong-Lin Khaw
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - David D Eisenstat
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Nicholas G Gottardo
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Paul J Wood
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Heather Tapp
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Frank Alvaro
- Children's Cancer and Blood Disorders, John Hunter Children's Hospital, University of Newcastle, Newcastle, New South Wales, Australia
| | - Geoffrey McCowage
- Cancer Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Wayne Nicholls
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Jordan R Hansford
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
- South Australia Health and Medical Research Institute, Adelaide, South Australia, Australia
- South Australian immunoGENomics Cancer Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Neevika Manoharan
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Rishi S Kotecha
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- Curtin Medical School, Curtin University, Perth, Western Australia, Australia
| | - Marion K Mateos
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- UNSW Centre for Childhood Cancer Research, UNSW Sydney, Sydney, New South Wales, Australia
| | - Vanessa Tyrrell
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Toby N Trahair
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Mark J Cowley
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Paul G Ekert
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Glenn M Marshall
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - David S Ziegler
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia.
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia.
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3
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Jessop SJ, Fuentos‐Bolanos N, Mayoh C, Dolman MEM, Tax G, Wong‐Erasmus M, Ajuyah P, Tyrell V, Marshall GM, Ziegler DS, Lau LMS. High throughput screening aids clinical decision-making in refractory acute myeloid leukaemia. Cancer Rep (Hoboken) 2024; 7:e2061. [PMID: 38662349 PMCID: PMC11044912 DOI: 10.1002/cnr2.2061] [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: 10/09/2023] [Revised: 02/29/2024] [Accepted: 03/24/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Despite advances in therapeutics for adverse-risk acute myeloid leukaemia (AML), overall survival remains poor, especially in refractory disease. Comprehensive tumour profiling and pre-clinical drug testing can identify effective personalised therapies. CASE We describe a case of ETV6-MECOM fusion-positive refractory AML, where molecular analysis and in vitro high throughput drug screening identified a tolerable, novel targeted therapy and provided rationale for avoiding what could have been a toxic treatment regimen. Ruxolitinib combined with hydroxyurea led to disease control and enhanced quality-of-life in a patient unsuitable for intensified chemotherapy or allogeneic stem cell transplantation. CONCLUSION This case report demonstrates the feasibility and role of combination pre-clinical high throughput screening to aid decision making in high-risk leukaemia. It also demonstrates the role a JAK1/2 inhibitor can have in the palliative setting in select patients with AML.
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Affiliation(s)
- S. J. Jessop
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Department for Haematology/OncologyWomen's and Children's HospitalSouth AustraliaAustralia
- Adelaide Medical SchoolUniversity of AdelaideSouth AustraliaAustralia
| | - N. Fuentos‐Bolanos
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - C. Mayoh
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. E. M. Dolman
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. Tax
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. Wong‐Erasmus
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - P. Ajuyah
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - V. Tyrell
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. M. Marshall
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - D. S. Ziegler
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - L. M. S. Lau
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
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4
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Sadhasivam B, Manyanga J, Ganapathy V, Acharya P, Bouharati C, Chinnaiyan M, Mehta T, Mathews B, Castles S, Rubenstein DA, Tackett AP, Zhao YD, Ramachandran I, Queimado L. Exposure to Secondhand Smoke Extract Increases Cisplatin Resistance in Head and Neck Cancer Cells. Int J Mol Sci 2024; 25:1032. [PMID: 38256106 PMCID: PMC10816441 DOI: 10.3390/ijms25021032] [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: 11/30/2023] [Revised: 01/03/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
Chemotherapy and radiotherapy resistance are major obstacles in the long-term efficacy of head and neck squamous cell carcinoma (HNSCC) treatment. Secondhand smoke (SHS) exposure is common and has been proposed as an independent predictor of HNSCC recurrence and disease-free survival. However, the underlying mechanisms responsible for these negative patient outcomes are unknown. To assess the effects of SHS exposure on cisplatin efficacy in cancer cells, three distinct HNSCC cell lines were exposed to sidestream (SS) smoke, the main component of SHS, at concentrations mimicking the nicotine level seen in passive smokers' saliva and treated with cisplatin (0.01-100 µM) for 48 h. Compared to cisplatin treatment alone, cancer cells exposed to both cisplatin and SS smoke extract showed significantly lower cisplatin-induced cell death and higher cell viability, IC50, and indefinite survival capacity. However, SS smoke extract exposure alone did not change cancer cell viability, cell death, or cell proliferation compared to unexposed control cancer cells. Mechanistically, exposure to SS smoke extract significantly reduced the expression of cisplatin influx transporter CTR1, and increased the expression of multidrug-resistant proteins ABCG2 and ATP7A. Our study is the first to document that exposure to SHS can increase cisplatin resistance by altering the expression of several proteins involved in multidrug resistance, thus increasing the cells' capability to evade cisplatin-induced cell death. These findings emphasize the urgent need for clinicians to consider the potential role of SHS on treatment outcomes and to advise cancer patients and caregivers on the potential benefits of avoiding SHS exposure.
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Affiliation(s)
- Balaji Sadhasivam
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
- Department of Occupational and Environmental Health, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Jimmy Manyanga
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
- Department of Cell Biology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Vengatesh Ganapathy
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - Pawan Acharya
- Department of Biostatistics, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (P.A.); (Y.D.Z.)
| | - Célia Bouharati
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - Mayilvanan Chinnaiyan
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - Toral Mehta
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - Basil Mathews
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - Samuel Castles
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
| | - David A. Rubenstein
- Department of Biomedical Engineering, Stony Brook University, New York City, NY 11794, USA;
| | - Alayna P. Tackett
- TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
- Division of Medical Oncology, The Ohio State University, Columbus, OH 43210, USA
| | - Yan D. Zhao
- Department of Biostatistics, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (P.A.); (Y.D.Z.)
| | - Ilangovan Ramachandran
- Department of Endocrinology, Dr. ALM Post Graduate Institute of Basic Medical Sciences, University of Madras, Taramani Campus, Chennai, TN 600113, India;
| | - Lurdes Queimado
- Department of Otolaryngology Head and Neck Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (J.M.); (V.G.); (M.C.); (T.M.); (B.M.); (S.C.)
- Department of Cell Biology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
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5
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Hanssen KM, Fletcher JI, Kamili A. Generation of Orthotopic and Subcutaneous Patient-Derived Xenograft Models from Diverse Clinical Tissue Samples of Pediatric Extracranial Solid Tumors. Methods Mol Biol 2024; 2806:55-74. [PMID: 38676796 DOI: 10.1007/978-1-0716-3858-3_6] [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] [Indexed: 04/29/2024]
Abstract
Realistic and renewable laboratory models that accurately reflect the distinct clinical features of childhood cancers have enormous potential to speed research progress. These models help us to understand disease biology, develop new research methods, advance new therapies to clinical trial, and implement personalized medicine. This chapter describes methods to generate patient-derived xenograft models of neuroblastoma and rhabdomyosarcoma, two tumor types for which children with high-risk disease have abysmal survival outcomes and survivors have lifelong-debilitating effects from treatment. Further, this protocol addresses model development from diverse clinical tumor tissue samples, subcutaneous and orthotopic engraftment, and approaches to avoid model loss.
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Affiliation(s)
- Kimberley M Hanssen
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Sydney, NSW, Australia
| | - Jamie I Fletcher
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Sydney, NSW, Australia
| | - Alvin Kamili
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Sydney, NSW, Australia.
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6
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Oikonomou A, Valsecchi L, Quadri M, Watrin T, Scharov K, Procopio S, Tu JW, Vogt M, Savino AM, Silvestri D, Valsecchi MG, Biondi A, Borkhardt A, Bhatia S, Cazzaniga G, Fazio G, Bardini M, Palmi C. High-throughput screening as a drug repurposing strategy for poor outcome subgroups of pediatric B-cell precursor Acute Lymphoblastic Leukemia. Biochem Pharmacol 2023; 217:115809. [PMID: 37717691 DOI: 10.1016/j.bcp.2023.115809] [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: 05/05/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 09/19/2023]
Abstract
Although a great cure rate has been achieved for pediatric BCP-ALL, approximately 15% of patients do not respond to conventional chemotherapy and experience disease relapse. A major effort to improve the cure rates by treatment intensification would result in an undesirable increase in treatment-related toxicity and mortality, raising the need to identify novel therapeutic approaches. High-throughput (HTP) drug screening enables the profiling of patients' responses in vitro and allows the repurposing of compounds currently used for other diseases, which can be immediately available for clinical application. The aim of this study was to apply HTP drug screening to identify potentially effective compounds for the treatment of pediatric BCP-ALL patients with poor prognosis, such as patients with Down Syndrome (DS) or carrying rearrangements involving PAX5 or KMT2A/MLL genes. Patient-derived Xenografts (PDX) samples from 34 BCP-ALL patients (9 DS CRLF2r, 15 PAX5r, 10 MLLr), 7 human BCP-ALL cell lines and 14 hematopoietic healthy donor samples were screened on a semi-automated HTP drug screening platform using a 174 compound library (FDA/EMA-approved or in preclinical studies). We identified 9 compounds active against BCP-ALL (ABT-199/venetoclax, AUY922/luminespib, dexamethasone, EC144, JQ1, NVP-HSP990, paclitaxel, PF-04929113 and vincristine), but sparing normal cells. Ex vivo validations confirmed that the BCL2 inhibitor venetoclax exerts an anti-leukemic effect against all three ALL subgroups at nanomolar concentrations. Overall, this study points out the benefit of HTP screening application for drug repurposing to allow the identification of effective and clinically translatable therapeutic agents for difficult-to-treat childhood BCP-ALL subgroups.
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Affiliation(s)
| | - Luigia Valsecchi
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Manuel Quadri
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Titus Watrin
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Katerina Scharov
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Simona Procopio
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Jia-Wey Tu
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Melina Vogt
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Angela Maria Savino
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy; School of Medicine and Surgery, University of Milano-Bicocca, Italy
| | - Daniela Silvestri
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Maria Grazia Valsecchi
- School of Medicine and Surgery, University of Milano-Bicocca, Italy; Biostatistics and Clinical Epidemiology, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Andrea Biondi
- School of Medicine and Surgery, University of Milano-Bicocca, Italy; Pediatrics, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Arndt Borkhardt
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Sanil Bhatia
- Department of Paediatric Oncology, Haematology and Clinical Immunology, Heinrich-Heine University Dusseldorf, Medical Faculty, Düsseldorf, Germany
| | - Giovanni Cazzaniga
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy; School of Medicine and Surgery, University of Milano-Bicocca, Italy.
| | - Grazia Fazio
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Michela Bardini
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Chiara Palmi
- Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
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7
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Mayoh C, Mao J, Xie J, Tax G, Chow SO, Cadiz R, Pazaky K, Barahona P, Ajuyah P, Trebilcock P, Malquori A, Gunther K, Avila A, Yun DY, Alfred S, Gopalakrishnan A, Kamili A, Wong M, Cowley MJ, Jessop S, Lau LM, Trahair TN, Ziegler DS, Fletcher JI, Gifford AJ, Tsoli M, Marshall GM, Haber M, Tyrrell V, Failes TW, Arndt GM, Lock RB, Ekert PG, Dolman MEM. High-Throughput Drug Screening of Primary Tumor Cells Identifies Therapeutic Strategies for Treating Children with High-Risk Cancer. Cancer Res 2023; 83:2716-2732. [PMID: 37523146 PMCID: PMC10425737 DOI: 10.1158/0008-5472.can-22-3702] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 04/10/2023] [Accepted: 06/02/2023] [Indexed: 08/01/2023]
Abstract
For one-third of patients with pediatric cancer enrolled in precision medicine programs, molecular profiling does not result in a therapeutic recommendation. To identify potential strategies for treating these high-risk pediatric patients, we performed in vitro screening of 125 patient-derived samples against a library of 126 anticancer drugs. Tumor cell expansion did not influence drug responses, and 82% of the screens on expanded tumor cells were completed while the patients were still under clinical care. High-throughput drug screening (HTS) confirmed known associations between activating genomic alterations in NTRK, BRAF, and ALK and responses to matching targeted drugs. The in vitro results were further validated in patient-derived xenograft models in vivo and were consistent with clinical responses in treated patients. In addition, effective combinations could be predicted by correlating sensitivity profiles between drugs. Furthermore, molecular integration with HTS identified biomarkers of sensitivity to WEE1 and MEK inhibition. Incorporating HTS into precision medicine programs is a powerful tool to accelerate the improved identification of effective biomarker-driven therapeutic strategies for treating high-risk pediatric cancers. SIGNIFICANCE Integrating HTS with molecular profiling is a powerful tool for expanding precision medicine to support drug treatment recommendations and broaden the therapeutic options available to high-risk pediatric cancers.
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Affiliation(s)
- Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Jie Mao
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Jinhan Xie
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Gabor Tax
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Shu-Oi Chow
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Roxanne Cadiz
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Karina Pazaky
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Paulette Barahona
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Pamela Ajuyah
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Peter Trebilcock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Angela Malquori
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Kate Gunther
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Anica Avila
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Doo Young Yun
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Stephanie Alfred
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Anjana Gopalakrishnan
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Alvin Kamili
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Marie Wong
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
| | - Mark J. Cowley
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Sophie Jessop
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Loretta M.S. Lau
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Toby N. Trahair
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - David S. Ziegler
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Jamie I. Fletcher
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Andrew J. Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Anatomical Pathology, NSW Health Pathology, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Maria Tsoli
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Glenn M. Marshall
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Vanessa Tyrrell
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Timothy W. Failes
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Greg M. Arndt
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Richard B. Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Paul G. Ekert
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Victoria, Australia
| | - M. Emmy M. Dolman
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, New South Wales, Australia
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
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8
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Daly R, Hetherington K, Hazell E, Wadling BR, Tyrrell V, Tucker KM, Marshall GM, Ziegler DS, Lau LMS, Trahair TN, O'Brien TA, Collins K, Gifford AJ, Haber M, Pinese M, Malkin D, Cowley MJ, Karpelowsky J, Drew D, Jacobs C, Wakefield CE. Precision Medicine Is Changing the Roles of Healthcare Professionals, Scientists, and Research Staff: Learnings from a Childhood Cancer Precision Medicine Trial. J Pers Med 2023; 13:1033. [PMID: 37511646 PMCID: PMC10381580 DOI: 10.3390/jpm13071033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/19/2023] [Accepted: 06/21/2023] [Indexed: 07/30/2023] Open
Abstract
Precision medicine programs aim to utilize novel technologies to identify personalized treatments for children with cancer. Delivering these programs requires interdisciplinary efforts, yet the many groups involved are understudied. This study explored the experiences of a broad range of professionals delivering Australia's first precision medicine trial for children with poor-prognosis cancer: the PRecISion Medicine for Children with Cancer (PRISM) national clinical trial of the Zero Childhood Cancer Program. We conducted semi-structured interviews with 85 PRISM professionals from eight professional groups, including oncologists, surgeons, clinical research associates, scientists, genetic professionals, pathologists, animal care technicians, and nurses. We analyzed interviews thematically. Professionals shared that precision medicine can add complexity to their role and result in less certain outcomes for families. Although many participants described experiencing a greater emotional impact from their work, most expressed very positive views about the impact of precision medicine on their profession and its future potential. Most reported navigating precision medicine without formal training. Each group described unique challenges involved in adapting to precision medicine in their profession. Addressing training gaps and meeting the specific needs of many professional groups involved in precision medicine will be essential to ensure the successful implementation of standard care.
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Affiliation(s)
- Rebecca Daly
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Kate Hetherington
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Emily Hazell
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
- Graduate School of Health, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Bethany R Wadling
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
- Graduate School of Health, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Vanessa Tyrrell
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Katherine M Tucker
- Hereditary Cancer Centre, Department of Medical Oncology, Prince of Wales Hospital, Randwick, NSW 2031, Australia
- Prince of Wales Clinical School, UNSW Sydney, Randwick, NSW 2031, Australia
| | - Glenn M Marshall
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - David S Ziegler
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Loretta M S Lau
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Toby N Trahair
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Tracey A O'Brien
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Kiri Collins
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Andrew J Gifford
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Anatomical Pathology, NSW Health Pathology, Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | - Michelle Haber
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Mark Pinese
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
| | - David Malkin
- Division of Haematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - Mark J Cowley
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Children's Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kinghorn Centre for Clinical Genomics, Garvan Institute, Darlinghurst, NSW 2010, Australia
| | - Jonathan Karpelowsky
- Department of Paediatric Surgery, Children's Hospital at Westmead, Westmead, NSW 2145, Australia
- Children's Cancer Research Unit, Kids Research Institute, Children's Hospital at Westmead, Westmead, NSW 2145, Australia
- Division of Child and Adolescent Health, University of Sydney, Sydney, NSW 2145, Australia
| | - Donna Drew
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
| | - Chris Jacobs
- Graduate School of Health, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Claire E Wakefield
- Discipline of Pediatrics and Child Health, School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW 2031, Australia
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9
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van Noesel MM. Do we need more clinical trials? Pediatr Blood Cancer 2023; 70:e30257. [PMID: 36840608 DOI: 10.1002/pbc.30257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 01/28/2023] [Accepted: 01/30/2023] [Indexed: 02/26/2023]
Affiliation(s)
- Max M van Noesel
- Department of Solid Tumors, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
- Division Imaging & Oncology, University Medical Center Utrecht, Utrecht, Netherlands
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10
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Mayoh C, Gifford AJ, Terry R, Lau LMS, Wong M, Rao P, Shai-Hee T, Saletta F, Khuong-Quang DA, Qin V, Mateos MK, Meyran D, Miller KE, Yuksel A, Mould EVA, Bowen-James R, Govender D, Senapati A, Zhukova N, Omer N, Dholaria H, Alvaro F, Tapp H, Diamond Y, Pozza LD, Moore AS, Nicholls W, Gottardo NG, McCowage G, Hansford JR, Khaw SL, Wood PJ, Catchpoole D, Cottrell CE, Mardis ER, Marshall GM, Tyrrell V, Haber M, Ziegler DS, Vittorio O, Trapani JA, Cowley MJ, Neeson PJ, Ekert PG. A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer. Genome Med 2023; 15:20. [PMID: 37013636 PMCID: PMC10071693 DOI: 10.1186/s13073-023-01170-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 03/08/2023] [Indexed: 04/05/2023] Open
Abstract
BACKGROUND Molecular profiling of the tumour immune microenvironment (TIME) has enabled the rational choice of immunotherapies in some adult cancers. In contrast, the TIME of paediatric cancers is relatively unexplored. We speculated that a more refined appreciation of the TIME in childhood cancers, rather than a reliance on commonly used biomarkers such as tumour mutation burden (TMB), neoantigen load and PD-L1 expression, is an essential prerequisite for improved immunotherapies in childhood solid cancers. METHODS We combined immunohistochemistry (IHC) with RNA sequencing and whole-genome sequencing across a diverse spectrum of high-risk paediatric cancers to develop an alternative, expression-based signature associated with CD8+ T-cell infiltration of the TIME. Furthermore, we explored transcriptional features of immune archetypes and T-cell receptor sequencing diversity, assessed the relationship between CD8+ and CD4+ abundance by IHC and deconvolution predictions and assessed the common adult biomarkers such as neoantigen load and TMB. RESULTS A novel 15-gene immune signature, Immune Paediatric Signature Score (IPASS), was identified. Using this signature, we estimate up to 31% of high-risk cancers harbour infiltrating T-cells. In addition, we showed that PD-L1 protein expression is poorly correlated with PD-L1 RNA expression and TMB and neoantigen load are not predictive of T-cell infiltration in paediatrics. Furthermore, deconvolution algorithms are only weakly correlated with IHC measurements of T-cells. CONCLUSIONS Our data provides new insights into the variable immune-suppressive mechanisms dampening responses in paediatric solid cancers. Effective immune-based interventions in high-risk paediatric cancer will require individualised analysis of the TIME.
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Affiliation(s)
- Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- University of New South Wales Centre for Childhood Cancer Research, UNSW, Kensington, NSW, Australia
| | - Andrew J Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Anatomical Pathology, NSW Health Pathology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Rachael Terry
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Loretta M S Lau
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Marie Wong
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Padmashree Rao
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
| | - Tyler Shai-Hee
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
| | - Federica Saletta
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
| | - Dong-Anh Khuong-Quang
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, Australia
| | - Vicky Qin
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Marion K Mateos
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Deborah Meyran
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Katherine E Miller
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Aysen Yuksel
- Tumour Bank, Children's Hospital Westmead, Westmead, NSW, Australia
| | - Emily V A Mould
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
| | - Rachel Bowen-James
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia
- School of Biomedical Engineering, UNSW Sydney, Kensington, NSW, Australia
| | - Dinisha Govender
- Cancer Centre for Children, Children's Hospital Westmead, Westmead, NSW, Australia
| | - Akanksha Senapati
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Nataliya Zhukova
- Monash Children's Hospital, Melbourne, VIC, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
| | - Natacha Omer
- Oncology Service, Children's Health Queensland Hospital & Health Service, Brisbane, QLD, Australia
- The University of Queensland Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Hetal Dholaria
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Nedlands, WA, Australia
- Brain Tumour Research Program, Telethon Kids Institute, Nedlands, WA, Australia
| | - Frank Alvaro
- John Hunter Children's Hospital, New Lambton Heights, NSW, Australia
| | - Heather Tapp
- Michael Rice Cancer Centre, Women's and Children's Hospital, South Australia Health and Medical Research Institute, Adelaide, SA, Australia
| | - Yonatan Diamond
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
| | - Luciano Dalla Pozza
- Cancer Centre for Children, Children's Hospital Westmead, Westmead, NSW, Australia
| | - Andrew S Moore
- Oncology Service, Children's Health Queensland Hospital & Health Service, Brisbane, QLD, Australia
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Wayne Nicholls
- Oncology Service, Children's Health Queensland Hospital & Health Service, Brisbane, QLD, Australia
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Nicholas G Gottardo
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Nedlands, WA, Australia
- Brain Tumour Research Program, Telethon Kids Institute, Nedlands, WA, Australia
| | - Geoffrey McCowage
- Cancer Centre for Children, Children's Hospital Westmead, Westmead, NSW, Australia
| | - Jordan R Hansford
- Michael Rice Cancer Centre, Women's and Children's Hospital, South Australia Health and Medical Research Institute, Adelaide, SA, Australia
- South Australia ImmunoGENomics Cancer Institute, University of Adelaide, Adelaide, SA, Australia
| | - Seong-Lin Khaw
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, Australia
| | - Paul J Wood
- Monash Children's Hospital, Melbourne, VIC, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
| | | | - Catherine E Cottrell
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
- Department of Pathology, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Elaine R Mardis
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
- Department of Neurosurgery, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Glenn M Marshall
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Vanessa Tyrrell
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - David S Ziegler
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Orazio Vittorio
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Joseph A Trapani
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Mark J Cowley
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Paul J Neeson
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Paul G Ekert
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Kensington, NSW, Australia.
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW, Australia.
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, Australia.
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Parkville, VIC, Australia.
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.
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11
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Aaltonen K, Radke K, Adamska A, Seger A, Mañas A, Bexell D. Patient-derived models: Advanced tools for precision medicine in neuroblastoma. Front Oncol 2023; 12:1085270. [PMID: 36776363 PMCID: PMC9910084 DOI: 10.3389/fonc.2022.1085270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/21/2022] [Indexed: 01/27/2023] Open
Abstract
Neuroblastoma is a childhood cancer derived from the sympathetic nervous system. High-risk neuroblastoma patients have a poor overall survival and account for ~15% of childhood cancer deaths. There is thus a need for clinically relevant and authentic models of neuroblastoma that closely resemble the human disease to further interrogate underlying mechanisms and to develop novel therapeutic strategies. Here we review recent developments in patient-derived neuroblastoma xenograft models and in vitro cultures. These models can be used to decipher mechanisms of metastasis and treatment resistance, for drug screening, and preclinical drug testing. Patient-derived neuroblastoma models may also provide useful information about clonal evolution, phenotypic plasticity, and cell states in relation to neuroblastoma progression. We summarize current opportunities for, but also barriers to, future model development and application. Integration of patient-derived models with patient data holds promise for the development of precision medicine treatment strategies for children with high-risk neuroblastoma.
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12
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Preglej T, Brinkmann M, Steiner G, Aletaha D, Göschl L, Bonelli M. Advanced immunophenotyping: A powerful tool for immune profiling, drug screening, and a personalized treatment approach. Front Immunol 2023; 14:1096096. [PMID: 37033944 PMCID: PMC10080106 DOI: 10.3389/fimmu.2023.1096096] [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: 11/11/2022] [Accepted: 03/13/2023] [Indexed: 04/11/2023] Open
Abstract
Various autoimmune diseases are characterized by distinct cell subset distributions and activation profiles of peripheral blood mononuclear cells (PBMCs). PBMCs can therefore serve as an ideal biomarker material, which is easily accessible and allows for screening of multiple cell types. A detailed understanding of the immune landscape is critical for the diagnosis of patients with autoimmune diseases, as well as for a personalized treatment approach. In our study, we investigate the potential of multi-parameter spectral flow cytometry for the identification of patients suffering from autoimmune diseases and its power as an evaluation tool for in vitro drug screening approaches (advanced immunophenotyping). We designed a combination of two 22-color immunophenotyping panels for profiling cell subset distribution and cell activation. Downstream bioinformatics analyses included percentages of individual cell populations and median fluorescent intensity of defined markers which were then visualized as heatmaps and in dimensionality reduction approaches. In vitro testing of epigenetic immunomodulatory drugs revealed an altered activation status upon treatment, which supports the use of spectral flow cytometry as a high-throughput drug screening tool. Advanced immunophenotyping might support the exploration of novel therapeutic drugs and contribute to future personalized treatment approaches in autoimmune diseases and beyond.
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Affiliation(s)
| | | | | | | | - Lisa Göschl
- *Correspondence: Lisa Göschl, ; Michael Bonelli,
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13
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Peterziel H, Jamaladdin N, ElHarouni D, Gerloff XF, Herter S, Fiesel P, Berker Y, Blattner-Johnson M, Schramm K, Jones BC, Reuss D, Turunen L, Friedenauer A, Holland-Letz T, Sill M, Weiser L, Previti C, Balasubramanian G, Gerber NU, Gojo J, Hutter C, Øra I, Lohi O, Kattamis A, de Wilde B, Westermann F, Tippelt S, Graf N, Nathrath M, Sparber-Sauer M, Sehested A, Kramm CM, Dirksen U, Kallioniemi O, Pfister SM, van Tilburg CM, Jones DTW, Saarela J, Pietiäinen V, Jäger N, Schlesner M, Kopp-Schneider A, Oppermann S, Milde T, Witt O, Oehme I. Drug sensitivity profiling of 3D tumor tissue cultures in the pediatric precision oncology program INFORM. NPJ Precis Oncol 2022; 6:94. [PMID: 36575299 PMCID: PMC9794727 DOI: 10.1038/s41698-022-00335-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 11/29/2022] [Indexed: 12/28/2022] Open
Abstract
The international precision oncology program INFORM enrolls relapsed/refractory pediatric cancer patients for comprehensive molecular analysis. We report a two-year pilot study implementing ex vivo drug sensitivity profiling (DSP) using a library of 75-78 clinically relevant drugs. We included 132 viable tumor samples from 35 pediatric oncology centers in seven countries. DSP was conducted on multicellular fresh tumor tissue spheroid cultures in 384-well plates with an overall mean processing time of three weeks. In 89 cases (67%), sufficient viable tissue was received; 69 (78%) passed internal quality controls. The DSP results matched the identified molecular targets, including BRAF, ALK, MET, and TP53 status. Drug vulnerabilities were identified in 80% of cases lacking actionable (very) high-evidence molecular events, adding value to the molecular data. Striking parallels between clinical courses and the DSP results were observed in selected patients. Overall, DSP in clinical real-time is feasible in international multicenter precision oncology programs.
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Affiliation(s)
- Heike Peterziel
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Nora Jamaladdin
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Dina ElHarouni
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Xenia F. Gerloff
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Mathematics and Computer Science, Heidelberg University, 69120 Heidelberg, Germany
| | - Sonja Herter
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Petra Fiesel
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), 69120 Heidelberg, Germany
| | - Yannick Berker
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Mirjam Blattner-Johnson
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Kathrin Schramm
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Barbara C. Jones
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - David Reuss
- grid.5253.10000 0001 0328 4908Department Neuropathology at Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Present Address: Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), 69120 Heidelberg, Germany
| | - Laura Turunen
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
| | - Aileen Friedenauer
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Tim Holland-Letz
- grid.7497.d0000 0004 0492 0584Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin Sill
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Lena Weiser
- grid.7497.d0000 0004 0492 0584Core Facility Omics IT and Data Management (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Christopher Previti
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Core Facility Omics IT and Data Management (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Gnanaprakash Balasubramanian
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Nicolas U. Gerber
- grid.412341.10000 0001 0726 4330Department of Oncology, University Children’s Hospital Zürich, CH-8032 Zürich, Switzerland
| | - Johannes Gojo
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center and Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Caroline Hutter
- grid.22937.3d0000 0000 9259 8492St. Anna Children’s Hospital, Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria ,grid.416346.2St. Anna Children’s Cancer Research Institute (CCRI), Vienna, Austria
| | - Ingrid Øra
- grid.411843.b0000 0004 0623 9987Children’s Hospital, Pediatric Oncology, Skåne University Hospital, Lund & Karolinska University Hospital, Stockholm, Sweden
| | - Olli Lohi
- grid.502801.e0000 0001 2314 6254Faculty of Medicine and Health Technology, Tampere Center for Child Health Research, Tampere University, Tampere, Finland, and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Antonis Kattamis
- grid.5216.00000 0001 2155 0800First Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
| | - Bram de Wilde
- grid.5342.00000 0001 2069 7798Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Frank Westermann
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Neuroblastoma Genomics, German Cancer Research Center, Heidelberg, Germany
| | - Stephan Tippelt
- grid.410718.b0000 0001 0262 7331Pediatrics III Pediatric Hematology, Oncology, Immunology, Cardiology, Pulmonology, West German Cancer Center; German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Norbert Graf
- grid.411937.9Department of Pediatric Oncology, Saarland University Medical Center, 66421 Homburg, Germany
| | - Michaela Nathrath
- grid.419824.20000 0004 0625 3279Department of Pediatric Oncology, Klinikum Kassel, Kassel, Germany ,grid.6936.a0000000123222966Department of Pediatrics and Children’s Cancer Research Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Monika Sparber-Sauer
- grid.459687.10000 0004 0493 3975Klinikum der Landeshauptstadt Stuttgart gKAöR, Olgahospital, Stuttgart Cancer Center, Zentrum für Kinder-, Jugend- und Frauenmedizin, Pädiatrie 5 (Pädiatrische Onkologie, Hämatologie, Immunologie), Stuttgart, Germany ,University of Medicine Tübingen, Tübingen, Germany
| | - Astrid Sehested
- grid.475435.4Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen Denmark
| | - Christof M. Kramm
- grid.411984.10000 0001 0482 5331Division of Pediatric Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Uta Dirksen
- grid.410718.b0000 0001 0262 7331Pediatrics III Pediatric Hematology, Oncology, Immunology, Cardiology, Pulmonology, West German Cancer Center; German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Olli Kallioniemi
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, FI-00014 Finland
| | - Stefan M. Pfister
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Cornelis M. van Tilburg
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - David T. W. Jones
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Jani Saarela
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
| | - Vilja Pietiäinen
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, FI-00014 Finland
| | - Natalie Jäger
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany ,grid.7307.30000 0001 2108 9006Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Annette Kopp-Schneider
- grid.7497.d0000 0004 0492 0584Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sina Oppermann
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Till Milde
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Olaf Witt
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Ina Oehme
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
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14
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Napoli GC, Figg WD, Chau CH. Functional Drug Screening in the Era of Precision Medicine. Front Med (Lausanne) 2022; 9:912641. [PMID: 35879922 PMCID: PMC9307928 DOI: 10.3389/fmed.2022.912641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 06/16/2022] [Indexed: 11/13/2022] Open
Abstract
The focus of precision medicine is providing the right treatment to each unique patient. This scientific movement has incited monumental advances in oncology including the approval of effective, targeted agnostic therapies. Yet, precision oncology has focused largely on genomics in the treatment decision making process, and several recent clinical trials demonstrate that genomics is not the only variable to be considered. Drug screening in three dimensional (3D) models, including patient derived organoids, organs on a chip, xenografts, and 3D-bioprinted models provide a functional medicine perspective and necessary complement to genomic testing. In this review, we discuss the practicality of various 3D drug screening models and each model's ability to capture the patient's tumor microenvironment. We highlight the potential for enhancing precision medicine that personalized functional drug testing holds in combination with genomic testing and emerging mathematical models.
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Affiliation(s)
| | | | - Cindy H. Chau
- Molecular Pharmacology Section, Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
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