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Gauvreau CL, Schreyer L, Gibson PJ, Koo A, Ungar WJ, Regier D, Chan K, Hayeems R, Gibson J, Palmer A, Peacock S, Denburg AE. Development of a Value Assessment Framework for Pediatric Health Technologies Using Multicriteria Decision Analysis: Expanding the Value Lens for Funding Decision Making. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:879-888. [PMID: 38548179 DOI: 10.1016/j.jval.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 03/07/2024] [Accepted: 03/19/2024] [Indexed: 04/20/2024]
Abstract
OBJECTIVES A health technology assessment (HTA) does not systematically account for the circumstances and needs of children and youth. To supplement HTA processes, we aimed to develop a child-tailored value assessment framework using a multicriteria decision analysis approach. METHODS We constructed a multicriteria-decision-analysis-based model in multiple phases to create the Comprehensive Assessment of Technologies for Child Health (CATCH) framework. Using a modified Delphi process with stakeholders having broad disciplinary and geographic variation (N = 23), we refined previously generated criteria and developed rank-based weights. We established a criterion-pertinent scoring rubric for assessing incremental benefits of new drugs. Three clinicians independently assessed comprehension by pilotscoring 9 drugs. We then validated CATCH for 2 childhood cancer therapies through structured deliberation with an expert panel (N = 10), obtaining individual scores, consensus scores, and verbal feedback. Analyses included descriptive statistics, thematic analysis, exploratory disagreement indices, and sensitivity analysis. RESULTS The modified Delphi process yielded 10 criteria, based on absolute importance/relevance and agreed importance (median disagreement indices = 0.34): Effectiveness, Child-specific Health-related Quality of Life, Disease Severity, Unmet Need, Therapeutic Safety, Equity, Family Impacts, Life-course Development, Rarity, and Fair Share of Life. Pilot scoring resulted in adjusted criteria definitions and more precise score-scaling guidelines. Validation panelists endorsed the framework's key modifiers of value. Modes of their individual prescores aligned closely with deliberative consensus scores. CONCLUSIONS We iteratively developed a value assessment framework that captures dimensions of child-specific health and nonhealth gains. CATCH could improve the richness and relevance of HTA decision making for children in Canada and comparable health systems.
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Affiliation(s)
- Cindy L Gauvreau
- Child Health Evaluative Sciences, The Hospital for Sick Children (SickKids) Research Institute, Toronto, ON, Canada
| | - Leighton Schreyer
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Paul J Gibson
- McMaster Children's Hospital, Hamilton, ON, Canada; Pediatric Oncology Group of Ontario, Toronto, ON, Canada
| | - Alicia Koo
- Department of Pharmacy, The Hospital for Sick Children, Toronto, ON, Canada
| | - Wendy J Ungar
- Child Health Evaluative Sciences, The Hospital for Sick Children (SickKids) Research Institute, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Dean Regier
- BC Cancer Research Institute, Vancouver, BC, Canada
| | - Kelvin Chan
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Robin Hayeems
- Child Health Evaluative Sciences, The Hospital for Sick Children (SickKids) Research Institute, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Jennifer Gibson
- Joint Centre for Bioethics, University of Toronto, Toronto, ON, Canada
| | - Antonia Palmer
- Ac4orn: Advocacy for Canadian Childhood Cancer Research Network, Toronto, ON, Canada
| | - Stuart Peacock
- Faculty of Health Sciences, Simon Fraser University, Vancouver, BC, Canada; Cancer Control Research, BC Cancer, Vancouver, BC, Canada
| | - Avram E Denburg
- Child Health Evaluative Sciences, The Hospital for Sick Children (SickKids) Research Institute, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada; Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada.
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Greene BL, Rosenberg AR, Marron JM. A Communication and Decision-Making Framework for Pediatric Precision Medicine. Pediatrics 2024; 153:e2023062850. [PMID: 38505927 PMCID: PMC10979296 DOI: 10.1542/peds.2023-062850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2023] [Indexed: 03/21/2024] Open
Abstract
Advances in genomic testing have been pivotal in moving childhood cancer care forward, with genomic testing now a standard diagnostic tool for many children, adolescents, and young adults with cancer. Beyond oncology, the role of genomic testing in pediatric research and clinical care is growing, including for children with developmental differences, cardiac abnormalities, and epilepsy. Despite more standard use in their patients, pediatricians have limited guidance on how to communicate this complex information or how to engage parents in decisions related to precision medicine. Drawing from empirical work in pediatric informed consent and existing models of shared decision-making, we use pediatric precision cancer medicine as a case study to propose a conceptual framework to approach communication and decision-making about genomic testing in pediatrics. The framework relies on identifying the type of genomic testing, its intended role, and its anticipated implications to inform the scope of information delivered and the parents' role in decision-making (leading to shared decision-making along a continuum from clinician-guided to parent-guided). This type of framework rests on practices known to be standard in other complex decision-making but also integrates unique features of genomic testing and precision medicine. With the increasing prominence of genomics and precision medicine in pediatrics, with our communication and decision-making framework, we aim to guide clinicians to better support their pediatric patients and their parents in making informed, goal-concordant decisions throughout their care trajectory.
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Affiliation(s)
- Brittany L. Greene
- Seattle Children’s Research Institute, Seattle, Washington
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Abby R. Rosenberg
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Dana-Farber Cancer Institute, Department of Psychosocial Oncology and Palliative Care, Boston, Massachusetts
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Jonathan M. Marron
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts
- Center for Bioethics, Harvard Medical School, Boston, Massachusetts
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3
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Helms L, Guimera AE, Janeway KA, Bailey KM. Innovations in Cancer Treatment of Children. Pediatrics 2023; 152:e2023061539. [PMID: 37920939 PMCID: PMC10657776 DOI: 10.1542/peds.2023-061539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/24/2023] [Indexed: 11/04/2023] Open
Abstract
Pediatric cancer outcomes have significantly improved, and yet this success is not spread equally across cancer types or patients. Disparities data in pediatric oncology highlight needed improvements in access to care, including clinical trials and advanced testing for all patients. For cancers such as brain tumors and sarcomas, continued advancement in understanding the biology of tumor heterogeneity is an essential step toward finding new therapeutic combinations to improve outcomes. Pediatric cancer survivors need access to emerging technologies aimed at reducing or better managing toxicities from therapy. With advances in treatment and survival, pediatric oncology patients continue to need longitudinal, multidisciplinary subspecialty care. Refining the communication between pediatric oncologists, primary pediatricians, survivorship clinics, and adult primary care is key in ensuring the best lifelong care of pediatric cancer survivors. In this State-of-The-Art review, we discuss 5 major domains in pediatric oncology: reducing toxicity, cancer biology, novel therapies, detection and monitoring, and access to care, to highlight recent advances and areas for continued improvement.
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Affiliation(s)
- Lauren Helms
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan
| | - Allison E. Guimera
- Department of Pediatrics, University of California Los Angeles, Los Angeles, California
| | - Katherine A. Janeway
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Kelly M. Bailey
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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4
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Valle-Simón P, Borobia AM, Pérez-Martínez A. Clinical research with targeted drugs in paediatric oncology. Drug Discov Today 2023; 28:103672. [PMID: 37330039 DOI: 10.1016/j.drudis.2023.103672] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 05/31/2023] [Accepted: 06/12/2023] [Indexed: 06/19/2023]
Abstract
The development of targeted drugs in paediatric oncology has been notoriously slow, in part due to the peculiarities of this rare and highly heterogeneous population. To provide therapeutic breakthroughs for the highest risk subgroups of childhood cancer, innovative research solutions have been implemented in the last several years by different international collaborative groups and regulators. Here, we discuss and summarise some of these approaches, as well as challenges and unmet needs that are still being addressed. A wide range of topics were covered in this review including molecular diagnosis optimisation, innovative research methodologies, big data approaches, trial enrolment strategies, and improvements in regulation and preclinical research platforms.
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Affiliation(s)
- Paula Valle-Simón
- Clinical Pharmacology Department, La Paz University Hospital, Idipaz, Paseo de la Castellana 261, 28046 Madrid, Spain.
| | - Alberto M Borobia
- Clinical Pharmacology Department, La Paz University Hospital, School of Medicine, Universidad Autónoma de Madrid (UAM) IdiPAZ, Paseo de la Castellana 261, 28046 Madrid, Spain
| | - Antonio Pérez-Martínez
- Paediatric Haemato-Oncology Department, La Paz University Hospital, School of Medicine, Universidad Autónoma de Madrid (UAM), IdiPAZ, Paseo de la Castellana 261, 28046 Madrid, Spain
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5
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Heipertz AE, Pajtler KW, Pfaff E, Schramm K, Blattner-Johnson M, Milde T, Jones BC, Zuliani C, Hutter C, Lohi O, Kattamis A, Dachowska-Kalwak I, Nilsson A, Gerber NU, Langenberg KPS, Goemans B, Zwaan CM, Molenaar JJ, Jäger N, Dirksen U, Witt R, Pfister SM, Jones DTW, Kopp-Schneider A, Witt O, van Tilburg CM. Outcome of Children and Adolescents With Relapsed/Refractory/Progressive Malignancies Treated With Molecularly Informed Targeted Drugs in the Pediatric Precision Oncology Registry INFORM. JCO Precis Oncol 2023; 7:e2300015. [PMID: 37364231 DOI: 10.1200/po.23.00015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/15/2023] [Accepted: 05/01/2023] [Indexed: 06/28/2023] Open
Abstract
PURPOSE INFORM is an international pediatric precision oncology registry, prospectively collecting molecular and clinical data of children with recurrent, progressive, or very high-risk malignancies. We have previously identified a subgroup of patients with improved outcomes on the basis of molecular profiling. The present analysis systematically investigates progression-free survival (PFS) and overall survival (OS) of patients receiving matching targeted treatment (MTT) with the most frequently applied drug classes and its correlation with underlying molecular alterations. METHODS A cohort of 519 patients with relapsed or refractory high-risk malignancies who had completed a follow-up of at least 2 years or shorter in the case of death or loss to follow-up was analyzed. Survival times were compared using the log-rank test. RESULTS MTT with anaplastic lymphoma kinase (ALK), neurotrophic tyrosine receptor kinase (NTRK), and B-RAF kinase (BRAF) inhibitors showed significantly improved PFS (P = .012) and OS (P = .036) in comparison with conventional treatment or no treatment. However, analysis of the four most commonly applied MTT groups, mitogen-activated protein kinase (MEK- n = 19), cyclin-dependent kinase (CDK- n = 23), other kinase (n = 62), and mammalian-target of rapamycin (mTOR- n = 20) inhibitors, did not reveal differences in PFS or OS compared with conventional treatment or no treatment in patients with similar molecular pathway alterations. We did not observe differences in the type of pathway alterations (eg, copy number alterations, single-nucleotide variants, InDels, gene fusions) addressed by MTT. CONCLUSION Patients with respective molecular alterations benefit from treatment with ALK, NTRK, and BRAF inhibitors as previously described. No survival benefit was observed with MTT for mutations in the MEK, CDK, other kinase, or mTOR signaling pathways. The noninterventional character of a registry has to be taken into account when interpreting these data and underlines the need for innovative interventional biomarker-driven clinical trials in pediatric oncology.
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Affiliation(s)
- Anna-Elisa Heipertz
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Elke Pfaff
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kathrin Schramm
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mirjam Blattner-Johnson
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Barbara C Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cecilia Zuliani
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Caroline Hutter
- Department of Pediatrics, St Anna Children's Hospital, Medical University of Vienna, and St Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Olli Lohi
- Tampere Center for Child Health Research and Tays Cancer Centre, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Antonis Kattamis
- Division of Pediatric Hematology-Oncology, First Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
| | - Iwona Dachowska-Kalwak
- Department of Pediatric Hematology/Oncology and BMT, Wroclaw Medical University, Wroclaw, Poland
| | - Anna Nilsson
- Astrid Lindgrens Childrens Hospital, Karolinska University Hospital, K6 Women's and Children's Health, K6 Paediatric Oncology and Paediatric Surgery, Stockholm, Sweden
| | - Nicolas U Gerber
- Department of Oncology, University Children's Hospital, Zurich, Switzerland
| | | | - Bianca Goemans
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - C Michel Zwaan
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Department of Ped Oncology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Jan J Molenaar
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Department of Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Natalie Jäger
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Uta Dirksen
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Ruth Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Annette Kopp-Schneider
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Cornelis M van Tilburg
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
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Subasri M, Cressman C, Arje D, Schreyer L, Cooper E, Patel K, Ungar WJ, Barwick M, Denburg A, Hayeems RZ. Translating Precision Health for Pediatrics: A Scoping Review. CHILDREN (BASEL, SWITZERLAND) 2023; 10:children10050897. [PMID: 37238445 DOI: 10.3390/children10050897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/09/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023]
Abstract
Precision health aims to personalize treatment and prevention strategies based on individual genetic differences. While it has significantly improved healthcare for specific patient groups, broader translation faces challenges with evidence development, evidence appraisal, and implementation. These challenges are compounded in child health as existing methods fail to incorporate the physiology and socio-biology unique to childhood. This scoping review synthesizes the existing literature on evidence development, appraisal, prioritization, and implementation of precision child health. PubMed, Scopus, Web of Science, and Embase were searched. The included articles were related to pediatrics, precision health, and the translational pathway. Articles were excluded if they were too narrow in scope. In total, 74 articles identified challenges and solutions for putting pediatric precision health interventions into practice. The literature reinforced the unique attributes of children and their implications for study design and identified major themes for the value assessment of precision health interventions for children, including clinical benefit, cost-effectiveness, stakeholder values and preferences, and ethics and equity. Tackling these identified challenges will require developing international data networks and guidelines, re-thinking methods for value assessment, and broadening stakeholder support for the effective implementation of precision health within healthcare organizations. This research was funded by the SickKids Precision Child Health Catalyst Grant.
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Affiliation(s)
- Mathushan Subasri
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
| | - Celine Cressman
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
| | - Danielle Arje
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - Leighton Schreyer
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
| | - Erin Cooper
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
| | - Komal Patel
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
| | - Wendy J Ungar
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
| | - Melanie Barwick
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
| | - Avram Denburg
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
- Division of Haematology/Oncology, Hospital for Sick Children, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - Robin Z Hayeems
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON M5G 1X8, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
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7
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Sharma I, Son MJ, Motamedi S, Hoeft A, Teller C, Hamby T, Ray A. Utilization of Genomic Tumor Profiling in Pediatric Liquid Tumors: A Clinical Series. Hematol Rep 2023; 15:256-265. [PMID: 37092520 PMCID: PMC10123750 DOI: 10.3390/hematolrep15020026] [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: 10/29/2022] [Revised: 01/09/2023] [Accepted: 04/17/2023] [Indexed: 04/25/2023] Open
Abstract
Hematologic tumors are mostly treated with chemotherapies that have poor toxicity profiles. While molecular tumor profiling can expand therapeutic options, our understanding of potential targetable drivers comes from studies of adult liquid tumors, which does not necessarily translate to efficacious treatment in pediatric liquid tumors. There is also no consensus on when profiling should be performed and its use in guiding therapies. We describe a single institution's experience in integrating profiling for liquid tumors. Pediatric patients diagnosed with leukemia or lymphoma and who underwent tumor profiling were retrospectively reviewed. Ten (83.3%) patients had relapsed disease prior to tumor profiling. Eleven (91.7%) patients had targetable alterations identified on profiling, and three (25%) received targeted therapy based on these variants. Of the three patients that received targeted therapy, two (66.7%) were living, and one (33.3%) decreased. For a portion of our relapsing and/or treatment-refractory patients, genetic profiling was feasible and useful in tailoring therapy to obtain stable or remission states. Practitioners may hesitate to deviate from the 'standard of therapy', resulting in the underutilization of profiling results. Prospective studies should identify actionable genetic variants found more frequently in pediatric liquid tumors and explore the benefits of proactive tumor profiling prior to the first relapse.
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Affiliation(s)
- Ishna Sharma
- Texas College of Osteopathic Medicine, The University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Min Ji Son
- Texas College of Osteopathic Medicine, The University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Shoaleh Motamedi
- Texas College of Osteopathic Medicine, The University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Alice Hoeft
- Department of Hematology/Oncology, Cook Children's Medical Center, Fort Worth, TX 76104, USA
- Department of Research Operations, Cook Children's Medical Center, Fort Worth, TX 76104, USA
| | - Christa Teller
- Department of Hematology/Oncology, Cook Children's Medical Center, Fort Worth, TX 76104, USA
| | - Tyler Hamby
- Department of Research Operations, Cook Children's Medical Center, Fort Worth, TX 76104, USA
| | - Anish Ray
- Texas College of Osteopathic Medicine, The University of North Texas Health Science Center, Fort Worth, TX 76107, USA
- Department of Hematology/Oncology, Cook Children's Medical Center, Fort Worth, TX 76104, USA
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8
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Subhan MA, Parveen F, Shah H, Yalamarty SSK, Ataide JA, Torchilin VP. Recent Advances with Precision Medicine Treatment for Breast Cancer including Triple-Negative Sub-Type. Cancers (Basel) 2023; 15:cancers15082204. [PMID: 37190133 DOI: 10.3390/cancers15082204] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/04/2023] [Accepted: 04/05/2023] [Indexed: 05/17/2023] Open
Abstract
Breast cancer is a heterogeneous disease with different molecular subtypes. Breast cancer is the second leading cause of mortality in woman due to rapid metastasis and disease recurrence. Precision medicine remains an essential source to lower the off-target toxicities of chemotherapeutic agents and maximize the patient benefits. This is a crucial approach for a more effective treatment and prevention of disease. Precision-medicine methods are based on the selection of suitable biomarkers to envision the effectiveness of targeted therapy in a specific group of patients. Several druggable mutations have been identified in breast cancer patients. Current improvements in omics technologies have focused on more precise strategies for precision therapy. The development of next-generation sequencing technologies has raised hopes for precision-medicine treatment strategies in breast cancer (BC) and triple-negative breast cancer (TNBC). Targeted therapies utilizing immune checkpoint inhibitors (ICIs), epidermal growth factor receptor inhibitor (EGFRi), poly(ADP-ribose) polymerase inhibitor (PARPi), antibody-drug conjugates (ADCs), oncolytic viruses (OVs), glucose transporter-1 inhibitor (GLUT1i), and targeting signaling pathways are potential treatment approaches for BC and TNBC. This review emphasizes the recent progress made with the precision-medicine therapy of metastatic breast cancer and TNBC.
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Affiliation(s)
- Md Abdus Subhan
- Department of Chemistry, Shahjalal University of Science and Technology, Sylhet 3114, Bangladesh
| | - Farzana Parveen
- Department of Pharmaceutics, Faculty of Pharmacy, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
- Department of Pharmacy Services, DHQ Hospital Jhang 35200, Primary and Secondary Healthcare Department, Government of Punjab, Lahore 54000, Pakistan
| | - Hassan Shah
- Department of Pharmaceutics, Faculty of Pharmacy, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
- CPBN, Department of Pharmaceutical Sciences, Northeastern University, Boston, MA 02115, USA
| | | | - Janaína Artem Ataide
- CPBN, Department of Pharmaceutical Sciences, Northeastern University, Boston, MA 02115, USA
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas 13083-871, SP, Brazil
| | - Valdimir P Torchilin
- CPBN, Department of Pharmaceutical Sciences, Northeastern University, Boston, MA 02115, USA
- Department of Chemical Engineering, Northeastern University, Boston, MA 02115, USA
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9
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Liu A, Vicenzi P, Sharma I, Orr K, Teller C, Koentz M, Trinkman H, Vallance K, Ray A. Molecular Tumor Boards: The Next Step towards Precision Therapy in Cancer Care. Hematol Rep 2023; 15:244-255. [PMID: 37092519 PMCID: PMC10123678 DOI: 10.3390/hematolrep15020025] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/05/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023] Open
Abstract
The application of molecular tumor profiles in clinical decision making remains a challenge. To aid in the interpretation of complex biomarkers, molecular tumor boards (MTBs) have been established worldwide. In the present study, we show that a multidisciplinary approach is essential to the success of MTBs. Our MTB, consisting of pediatric oncologists, pathologists, and pharmacists, evaluated 115 cases diagnosed between March 2016 and September 2021. If targetable mutations were identified, pharmacists aided in the evaluation of treatment options based on drug accessibility. Treatable genetic alterations detected through molecular testing most frequently involved the cell cycle. For 85% of the cases evaluated, our MTB provided treatment recommendations based on the patient’s history and results of molecular tumor testing. Only three patients, however, received MTB-recommended targeted therapy, and only one of these patients demonstrated an improved clinical outcome. For the remaining patients, MTB-recommended treatment often was not administered because molecular tumor profiling was not performed until late in the disease course. For the three patients who did receive MTB-recommended therapy, such treatment was not administered until months after diagnosis due to physician preference. Thus, the education of healthcare providers regarding the benefits of targeted therapy may increase acceptance of these novel agents and subsequently improve patient survival.
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Affiliation(s)
- Angela Liu
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Paige Vicenzi
- Department of Pediatrics, Dell Children’s Medical Center, Austin, TX 78723, USA
| | - Ishna Sharma
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, TX 76107, USA
| | - Kaci Orr
- Texas A&M Health Science Center School of Medicine, Bryan, TX 77807, USA
| | - Christa Teller
- Department of Pediatric Hematology/Oncology, Cook Children’s Medical Center, Fort Worth, TX 76104, USA
| | - Micha Koentz
- Department of Pharmacy, Cook Children’s Medical Center, Fort Worth, TX 76104, USA
| | - Heidi Trinkman
- Department of Pharmacy, Cook Children’s Medical Center, Fort Worth, TX 76104, USA
| | - Kelly Vallance
- Department of Pediatric Hematology/Oncology, Cook Children’s Medical Center, Fort Worth, TX 76104, USA
| | - Anish Ray
- Department of Pediatric Hematology/Oncology, Cook Children’s Medical Center, Fort Worth, TX 76104, USA
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Swilling A, Pham R, Wang J, Vallance K, Hamby T, Ray A. Lessons Learned: Utilization of a Reference Laboratory for Targeted Sequencing of Pediatric Tumors at a Single Institution. J Pediatr Hematol Oncol 2023; 45:63-69. [PMID: 35537075 DOI: 10.1097/mph.0000000000002485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 04/03/2022] [Indexed: 11/26/2022]
Abstract
Our study aims to report the prevalence of potentially actionable oncogenic variants in a sample of pediatric tumors from a single institution using a reference laboratory for tumor profiling. We investigated genomic alterations and immunotherapy biomarkers such a tumor mutation burden, microsatellite instability, and programmed death-ligand 1. Patients treated in the Cook Children's Health Care System who had tumor profiling performed by Foundation Medicine between January 1, 2013, and May 1, 2019, were included. Demographic variables, results of tumor profiling, and subsequent use of targeted therapies were captured. Eighty-one patients were in our final data set; patients had diagnoses of central nervous system tumors (n=5), leukemia and lymphoma (n=4), neuroblastoma (n=32), and other solid tumors (n=40). One or more genomic alterations were identified in 68 (84%) of patients, 34 of which had potential targeted therapies available. In all, 44/51 patients tested for tumor mutation burden had low tumor burden, and the rest had intermediate burden. All 41 patients tested for microsatellite instability status were microsatellite stable. Six of 34 patients tested for programmed death-ligand 1 status were positive. Twelve patients received targeted therapy. This study highlights a subset of pediatric tumors harboring targetable genetic alterations and describes the use of a reference laboratory for tumor profiling.
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Affiliation(s)
| | - Robin Pham
- University of North Texas Health Science Center
| | | | | | - Tyler Hamby
- Research Operations, Cook Children's Medical Center, Fort Worth, TX
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Suthapot P, Chiangjong W, Chaiyawat P, Choochuen P, Pruksakorn D, Sangkhathat S, Hongeng S, Anurathapan U, Chutipongtanate S. Genomics-Driven Precision Medicine in Pediatric Solid Tumors. Cancers (Basel) 2023; 15:cancers15051418. [PMID: 36900212 PMCID: PMC10000495 DOI: 10.3390/cancers15051418] [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: 01/18/2023] [Revised: 02/10/2023] [Accepted: 02/15/2023] [Indexed: 03/12/2023] Open
Abstract
Over the past decades, several study programs have conducted genetic testing in cancer patients to identify potential genetic targets for the development of precision therapeutic strategies. These biomarker-driven trials have demonstrated improved clinical outcomes and progression-free survival rates in various types of cancers, especially for adult malignancies. However, similar progress in pediatric cancers has been slow due to their distinguished mutation profiles compared to adults and the low frequency of recurrent genomic alterations. Recently, increased efforts to develop precision medicine for childhood malignancies have led to the identification of genomic alterations and transcriptomic profiles of pediatric patients which presents promising opportunities to study rare and difficult-to-access neoplasms. This review summarizes the current state of known and potential genetic markers for pediatric solid tumors and provides perspectives on precise therapeutic strategies that warrant further investigations.
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Affiliation(s)
- Praewa Suthapot
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
- Department of Biomedical Science and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Wararat Chiangjong
- Pediatric Translational Research Unit, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
| | - Parunya Chaiyawat
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Musculoskeletal Science and Translational Research Center, Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Pongsakorn Choochuen
- Department of Biomedical Science and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
- Translational Medicine Research Center, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Dumnoensun Pruksakorn
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Musculoskeletal Science and Translational Research Center, Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Surasak Sangkhathat
- Department of Biomedical Science and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
- Translational Medicine Research Center, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
- Department of Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Suradej Hongeng
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
| | - Usanarat Anurathapan
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
- Correspondence: (U.A.); or (S.C.)
| | - Somchai Chutipongtanate
- Division of Epidemiology, Department of Environmental and Public Health Sciences, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
- Correspondence: (U.A.); or (S.C.)
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Hetherington K, Wakefield CE, Kunalan KPK, Donoghoe MW, McGill BC, Fardell JE, Daly R, Deyell RJ, Ziegler DS. Quality of Life (QoL) of Children and Adolescents Participating in a Precision Medicine Trial for High-Risk Childhood Cancer. Cancers (Basel) 2022; 14:5310. [PMID: 36358729 PMCID: PMC9656810 DOI: 10.3390/cancers14215310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 09/06/2022] [Accepted: 10/17/2022] [Indexed: 11/07/2023] Open
Abstract
Precision medicine is changing the treatment of childhood cancer globally, however little is known about quality of life (QoL) in children and adolescents participating in precision medicine trials. We examined QoL among patients enrolled in PRISM, the Zero Childhood Cancer Program's precision medicine trial for high-risk childhood cancer. We assessed patient QoL via self-report (aged 12-17 years) and parent-proxy (aged 4-17 years) completion of the EQ-5D-Y. We analysed data using descriptive statistics and regression models. Patients (n = 23) and parents (n = 136) provided data after trial enrolment and following receipt of trial results and treatment recommendations (n = 8 patients, n = 84 parents). At enrolment, most patients were experiencing at least some difficulty across more than one QoL domain (81% patient self-report, 83% parent report). We did not find strong evidence of a change in QoL between timepoints, or of demographic or disease factors that predicted parent-reported patient QoL (EQ-VAS) at enrolment. There was strong evidence that receiving a treatment recommendation but not a change in cancer therapy was associated with poorer parent-reported patient QoL (EQ-VAS; Mdiff = -22.5, 95% CI: -36.5 to -8.5, p = 0.006). Future research needs to better understand the relationship between treatment decisions and QoL and would benefit from integrating assessment of QoL into routine clinical care.
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Affiliation(s)
- Kate Hetherington
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | - Claire E. Wakefield
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | - Kavitha P. K. Kunalan
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | - Mark W. Donoghoe
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Stats Central, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Brittany C. McGill
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | - Joanna E. Fardell
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Western Sydney Youth Cancer Service, Westmead Hospital, Westmead, NSW 2145, Australia
| | - Rebecca Daly
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | | | - David S. Ziegler
- Discipline of Paediatrics, School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Children’s Cancer Institute, UNSW Sydney, Sydney, NSW 2052, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
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13
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How Genetics and Genomics Advances Are Rewriting Pediatric Cancer Research and Clinical Care. Medicina (B Aires) 2022; 58:medicina58101386. [PMID: 36295546 PMCID: PMC9610804 DOI: 10.3390/medicina58101386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/28/2022] [Accepted: 09/28/2022] [Indexed: 11/17/2022] Open
Abstract
In the last two decades, thanks to the data that have been obtained from the Human Genome Project and the development of next-generation sequencing (NGS) technologies, research in oncology has produced extremely important results in understanding the genomic landscape of pediatric cancers, which are the main cause of death during childhood. NGS has provided significant advances in medicine by detecting germline and somatic driver variants that determine the development and progression of many types of cancers, allowing a distinction between hereditary and non-hereditary cancers, characterizing resistance mechanisms that are also related to alterations of the epigenetic apparatus, and quantifying the mutational burden of tumor cells. A combined approach of next-generation technologies allows us to investigate the numerous molecular features of the cancer cell and the effects of the environment on it, discovering and following the path of personalized therapy to defeat an "ancient" disease that has had victories and defeats. In this paper, we provide an overview of the results that have been obtained in the last decade from genomic studies that were carried out on pediatric cancer and their contribution to the more accurate and faster diagnosis in the stratification of patients and the development of new precision therapies.
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14
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An international working group consensus report for the prioritization of molecular biomarkers for Ewing sarcoma. NPJ Precis Oncol 2022; 6:65. [PMID: 36115869 PMCID: PMC9482616 DOI: 10.1038/s41698-022-00307-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 08/19/2022] [Indexed: 12/11/2022] Open
Abstract
The advent of dose intensified interval compressed therapy has improved event-free survival for patients with localized Ewing sarcoma (EwS) to 78% at 5 years. However, nearly a quarter of patients with localized tumors and 60–80% of patients with metastatic tumors suffer relapse and die of disease. In addition, those who survive are often left with debilitating late effects. Clinical features aside from stage have proven inadequate to meaningfully classify patients for risk-stratified therapy. Therefore, there is a critical need to develop approaches to risk stratify patients with EwS based on molecular features. Over the past decade, new technology has enabled the study of multiple molecular biomarkers in EwS. Preliminary evidence requiring validation supports copy number changes, and loss of function mutations in tumor suppressor genes as biomarkers of outcome in EwS. Initial studies of circulating tumor DNA demonstrated that diagnostic ctDNA burden and ctDNA clearance during induction are also associated with outcome. In addition, fusion partner should be a pre-requisite for enrollment on EwS clinical trials, and the fusion type and structure require further study to determine prognostic impact. These emerging biomarkers represent a new horizon in our understanding of disease risk and will enable future efforts to develop risk-adapted treatment.
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15
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Sansom-Daly UM, McLoone JK, Touyz L, Signorelli C. New Frontiers in Child, Adolescent and Young Adult Psycho-Oncology Survivorship Care. Cancers (Basel) 2022; 14:4335. [PMID: 36139504 PMCID: PMC9496797 DOI: 10.3390/cancers14184335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 08/31/2022] [Indexed: 12/03/2022] Open
Abstract
The landscape of cancer survivorship has changed considerably from Fitzhugh Mullan's conceptualization of the three sequential phases or 'seasons of survival' that an individual might expect to pass through, from the acute (cancer diagnosis and treatment), extended (the period following treatment), and permanent (survivorship, aligned with cure) survivorship phases [...].
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Affiliation(s)
- Ursula M. Sansom-Daly
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Discipline of Paediatrics & Child Health, School of Clinical Medicine, Randwick Clinical Campus, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW 2052, Australia
- Sydney Youth Cancer Service, Nelune Comprehensive Cancer Centre, Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | - Jordana K. McLoone
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Discipline of Paediatrics & Child Health, School of Clinical Medicine, Randwick Clinical Campus, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Lauren Touyz
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Discipline of Paediatrics & Child Health, School of Clinical Medicine, Randwick Clinical Campus, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Christina Signorelli
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
- Discipline of Paediatrics & Child Health, School of Clinical Medicine, Randwick Clinical Campus, UNSW Medicine & Health, UNSW Sydney, Kensington, NSW 2052, Australia
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16
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Oliviero E, Kourkopoulos G, Kimmelman J. Success rates for US and Canadian anticancer drug development efforts in pediatric oncology. Pediatr Blood Cancer 2022; 69:e29534. [PMID: 35739610 DOI: 10.1002/pbc.29534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 11/08/2021] [Accepted: 11/30/2021] [Indexed: 11/11/2022]
Abstract
BACKGROUND Approximately 5% of adult cancer interventions put into clinical testing attain regulatory approval. Little is known about corresponding rates for pediatric cancer. METHODS Our primary outcomes were the proportion of interventions graduating to the next trial phase, randomized trials, and/or clinical practice. We created a saturation sample of clinical trials by searching ClinicalTrials.gov for all pediatric anticancer trials in the United States or Canada. Trial characteristics were extracted automatically from ClinicalTrials.gov records, and cancer indication/drug class categorization, biomarker enrichment, and Food and Drug Administration (FDA) approval status at time of recruitment were double-extracted from each record. Regulatory approval status and labeling modifications for each intervention were determined by searching Drugs@FDA and the New Pediatric Labeling Information Database. RESULTS Five hundred eighty-nine pediatric trials launched between 1987 and 2019 were captured. The overall probability of graduation was 17.0%; 18.9% of interventions graduated from phase 1 to phase 2 trials, and 1.6% of interventions graduated from phase 2 to phase 3 trials. The proportion of interventions advancing from phase 1 to FDA approval was 3.6%, and 1.9% of interventions tested in phase 1 advanced to a randomized phase 2 trial. Only biomarker enrichment was significantly predictive of graduation from phase 1 to phase 2 trials (p = .011). CONCLUSION The proportion of interventions advancing from phase 1 testing to FDA approval was similar to estimates for adult oncology. Our findings highlight the challenges for current paradigms of pediatric anticancer drug development.
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Cahn F, Revon-Riviere G, Min V, Rome A, Filaine P, Pelletier A, Abed S, Gentet JC, Verschuur A, André N. Blood-Derived Liquid Biopsies Using Foundation One ® Liquid CDx for Children and Adolescents with High-Risk Malignancies: A Monocentric Experience. Cancers (Basel) 2022; 14:cancers14112774. [PMID: 35681754 PMCID: PMC9179410 DOI: 10.3390/cancers14112774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/15/2022] [Accepted: 05/22/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Precision oncology requires tumor molecular profiling to identify actionable targets. Blood-derived liquid biopsy (LB) is a potential alternative that is not yet documented in real-world settings, especially in pediatric oncology. Analyzing, retrospectively, the use of LB in children with refractory relapsing diseases, we were able to show that this is a feasible alternative to tissue biopsy, resulting in successful analysis in a subset of patients. Abstract Precision oncology requires tumor molecular profiling to identify actionable targets. Tumor biopsies are considered as the gold standard, but their indications are limited by the burden of procedures in children. Blood-derived liquid biopsy (LB) is a potential alternative that is not yet documented in real-world settings, especially in pediatric oncology. We performed a retrospective analysis of children and teenagers with a relapsing or refractory disease, upon whom LB was performed using the Foundation One® liquid CDx from 1 January 2020 to 31 December 2021 in a single center. Forty-five patients (27 boys) were included, with a median age of 9 years of age (range: 1.5–17 years old). Underlying malignancies were neuroblastoma (12 patients), bone sarcoma (12), soft tissue sarcoma (9), brain tumors (7), and miscellaneous tumors (5). Forty-three patients had metastatic disease. Six patients had more than one biopsy because of a failure in first LB. Median time to obtain results was 13 days. Overall, analysis was successful for 33/45 patients. Eight patients did not present any molecular abnormalities. Molecular alterations were identified in 25 samples with a mean of 2.1 alterations per sample. The most common alterations concerned TP53 (7 pts), EWS-FLI1 (5), ALK (3), MYC (3), and CREBBP (2). TMB was low in all cases. Six patients received treatment based on the results from LB analysis and all were treated off-trial. Three additional patients were included in early phase clinical trials. Mean duration of treatment was 85 days, with one patient with stable disease after eight months. Molecular profiling using Foundation One® Liquid CDx was feasible in pediatric patients with high-risk solid tumors and lead to identification of targetable mutations in a subset of patients.
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Affiliation(s)
- Fanny Cahn
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Gabriel Revon-Riviere
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
- Centre d’essais Précoces en Cancérologie de Marseille (CEPCM), CLIPP2, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France;
| | - Victoria Min
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Angélique Rome
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Pauline Filaine
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
- Centre d’essais Précoces en Cancérologie de Marseille (CEPCM), CLIPP2, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France;
| | - Annick Pelletier
- Centre d’essais Précoces en Cancérologie de Marseille (CEPCM), CLIPP2, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France;
| | - Sylvie Abed
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Jean-Claude Gentet
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Arnauld Verschuur
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
| | - Nicolas André
- Department of Pediatric Oncology, La Timone University Hospital of Marseille, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France; (F.C.); (G.R.-R.); (V.M.); (A.R.); (P.F.); (S.A.); (J.-C.G.); (A.V.)
- Centre d’essais Précoces en Cancérologie de Marseille (CEPCM), CLIPP2, Assistance Publique-Hôpitaux de Marseille, 13005 Marseille, France;
- SMARTc Unit, CRCM Inserm 1068, CNRS UMR 7258, Aix-Marseille University, 13005 Marseille, France
- Correspondence:
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Berlanga P, Pierron G, Lacroix L, Chicard M, Adam de Beaumais T, Marchais A, Harttrampf AC, Iddir Y, Larive A, Soriano Fernandez A, Hezam I, Chevassus C, Bernard V, Cotteret S, Scoazec JY, Gauthier A, Abbou S, Corradini N, André N, Aerts I, Thebaud E, Casanova M, Owens C, Hladun-Alvaro R, Michiels S, Delattre O, Vassal G, Schleiermacher G, Geoerger B. The European MAPPYACTS Trial: Precision Medicine Program in Pediatric and Adolescent Patients with Recurrent Malignancies. Cancer Discov 2022; 12:1266-1281. [PMID: 35292802 PMCID: PMC9394403 DOI: 10.1158/2159-8290.cd-21-1136] [Citation(s) in RCA: 66] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 11/03/2021] [Accepted: 02/07/2022] [Indexed: 01/07/2023]
Abstract
ABSTRACT MAPPYACTS (NCT02613962) is an international prospective precision medicine trial aiming to define tumor molecular profiles in pediatric patients with recurrent/refractory malignancies in order to suggest the most adapted salvage treatment. From February 2016 to July 2020, 787 patients were included in France, Italy, Ireland, and Spain. At least one genetic alteration leading to a targeted treatment suggestion was identified in 436 patients (69%) with successful sequencing; 10% of these alterations were considered "ready for routine use." Of 356 patients with follow-up beyond 12 months, 107 (30%) received one or more matched targeted therapies-56% of them within early clinical trials-mainly in the AcSé-ESMART platform trial (NCT02813135). Overall, matched treatment resulted in a 17% objective response rate, and of those patients with ready for routine use alterations, it was 38%. In patients with extracerebral tumors, 76% of actionable alterations detected in tumor tissue were also identified in circulating cell-free DNA (cfDNA). SIGNIFICANCE MAPPYACTS underlines the feasibility of molecular profiling at cancer recurrence in children on a multicenter, international level and demonstrates benefit for patients with selected key drivers. The use of cfDNA deserves validation in prospective studies. Our study highlights the need for innovative therapeutic proof-of-concept trials that address the underlying cancer complexity. This article is highlighted in the In This Issue feature, p. 1171.
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Affiliation(s)
- Pablo Berlanga
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Gaelle Pierron
- Unité de Génétique Somatique, Service de Génétique, Hospital Group, Institut Curie, Paris, France
| | - Ludovic Lacroix
- Department of Pathology and Laboratory Medicine, Translational Research Laboratory and Biobank, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Mathieu Chicard
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Research Center, PSL Research University, Institut Curie, Paris, France
| | - Tiphaine Adam de Beaumais
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Antonin Marchais
- INSERM U1015, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Anne C. Harttrampf
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Yasmine Iddir
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Research Center, PSL Research University, Institut Curie, Paris, France.,Equipe SiRIC RTOP Recherche Translationelle en Oncologie Pédiatrique, Institut Curie, Paris, France
| | - Alicia Larive
- Biostatistics and Epidemiology Unit, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Aroa Soriano Fernandez
- Laboratory of Translational Research in Child and Adolescent Cancer, Vall d'Hebron Research Institute (VHIR)-UAB, Barcelona, Spain
| | - Imene Hezam
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Cecile Chevassus
- Biostatistics and Epidemiology Unit, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Virginie Bernard
- Institut Curie Genomics of Excellence (ICGex) Platform, Research Center, Institut Curie, Paris, France
| | - Sophie Cotteret
- Department of Pathology and Laboratory Medicine, Translational Research Laboratory and Biobank, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Jean-Yves Scoazec
- Department of Pathology and Laboratory Medicine, Translational Research Laboratory and Biobank, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Arnaud Gauthier
- Department of Pathology, PSL Research University, Institut Curie, Paris, France
| | - Samuel Abbou
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Nadege Corradini
- Department of Pediatric Oncology, Institut d'Hematologie et d'Oncologie Pédiatrique/Centre Léon Bérard, Lyon, France
| | - Nicolas André
- Department of Pediatric Hematology and Oncology, Hôpital de La Timone, AP-HM, Marseille, France.,UMR Inserm 1068, CNRS UMR 7258, Aix Marseille Université U105, Marseille Cancer Research Center (CRCM), Marseille, France
| | - Isabelle Aerts
- SIREDO Oncology Center (Care, Innovation and Research for Children and AYA with Cancer), Institut Curie, PSL Research University, Paris, France
| | - Estelle Thebaud
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Nantes, France
| | - Michela Casanova
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Cormac Owens
- Paediatric Haematology/Oncology, Children's Health Ireland, Crumlin, Dublin, Republic of Ireland
| | - Raquel Hladun-Alvaro
- Division of Paediatric Haematology and Oncology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Stefan Michiels
- Biostatistics and Epidemiology Unit, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Olivier Delattre
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Research Center, PSL Research University, Institut Curie, Paris, France.,Institut Curie Genomics of Excellence (ICGex) Platform, Research Center, Institut Curie, Paris, France.,SIREDO Oncology Center (Care, Innovation and Research for Children and AYA with Cancer), Institut Curie, PSL Research University, Paris, France
| | - Gilles Vassal
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Gudrun Schleiermacher
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Research Center, PSL Research University, Institut Curie, Paris, France.,SIREDO Oncology Center (Care, Innovation and Research for Children and AYA with Cancer), Institut Curie, PSL Research University, Paris, France
| | - Birgit Geoerger
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France.,INSERM U1015, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France.,Corresponding Author: Birgit Geoerger, Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, 114 Rue Eduard Vaillant, 94805 Villejuif, France. Phone: 33-1-42-11-46-61; Fax: 33-1-42-11-52-75; E-mail:
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19
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Current status of precision medicine in pediatric oncology in Spain: a consensus report by the Spanish Society of Paediatric Haematology and Oncology (SEHOP). Clin Transl Oncol 2022; 24:809-815. [PMID: 35152364 DOI: 10.1007/s12094-021-02759-7] [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: 10/25/2021] [Accepted: 12/11/2021] [Indexed: 10/19/2022]
Abstract
The study analyzes the current status of personalized medicine in pediatric oncology in Spain. It gathers national data on the tumor molecular studies and genomic sequencing carried out at diagnosis and at relapse, the centers that perform these studies, the technology used and the interpretation and clinical applicability of the results. Current challenges and future directions to achieve a coordinated national personalized medicine strategy in pediatric oncology are also discussed. Next generation sequencing-based (NGS) gene panels are the technology used in the majority of centers and financial limitations are the main reason for not incorporating these studies into routine care. Nowadays, the application of precision medicine in pediatric oncology is a reality in a great number of Spanish centers. However, its implementation is uneven and lacks standardization of protocols; therefore, national coordination to overcome the inequalities is required. Collaborative work within the Personalized Medicine Group of SEHOP is an adequate framework for encouraging a step forward in the effort to move precision medicine into the national healthcare system.
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20
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Iron Oxide Nanoparticles: Preparation, Characterization, and Assessment of Antimicrobial and Anticancer Activity. ADSORPT SCI TECHNOL 2022. [DOI: 10.1155/2022/1562051] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Nanotechnology and nanoparticles (NPs) have increasingly been studied as an alternative for antibiotics because of the feasibility to be used in implantable devices both for bacterial detection and infection prevention. The low rate of resistance development against NPs because of its multiple mode of action has contributed to its increased acceptance in clinical setting. Further development of NPs and their anticancer activity against many human cancer cell lines including breast and ovarian have been documented. Fe2O3-NPs could be used for antibacterial and anticancer activity assessment. Iron oxide, apart from being available extensively and cheap, also plays a role in multiple biological processes, making it an interesting metal for NPs. The aim of the present study revolves around generation and characterization of iron oxide Fe2O3-NPs, followed by assessment of its antimicrobial and anticancer activities. Synthesis of Fe2O3-NPs was performed by hydrothermal approach, and its characterization was done by UV-visible, X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR) analyses, and transmission electron microscopy (TEM). Antimicrobial activity was checked by agar diffusion assay against Bacillus subtilis, Pseudomonas aeruginosa, Staphylococcus aureus, Escherichia coli, and Candida albicans. Anticancer activity of the NPs was assessed using the human cancer cell lines including cervical carcinoma cell line (HeLa) and MCF7. The developed Fe2O3-NPs exhibited a characteristic absorption curve in the 500-600 nm wavelength range by UV-visible analysis, the XRD peaks were found to index the rhombohedral shape, and the FTIR analysis ascertained the bonds and functional groups at wavenumber from 400 to 4000 cm-1. Antimicrobial assay detected significant effect against Staphylococcus aureus and Bacillus subtilis with zones of inhibition: 21 and 22 mm, respectively. Likewise, Fe2O3-NPs show good activity towards tested fungal strain Candida albicans with zone of inhibition of 24 mm. The 2,5-diphenyl-2H-tetrazolium bromide (MTT) assay identified significant anticancer activity of the NPs against both cell lines. Our study documents the successful generation and characterization of Fe2O3-NPs having excellent antimicrobial and anticancer activities.
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21
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Marwa B, Krueger J, Stephenson EA, Davidson S, Allan D, Knoppers B, Zawati M, Sullivan P, Shlien A, Malkin D, Fernandez CV, Villani A. Ethical and Analytic Challenges With Genomic Sequencing of Relapsed Hematologic Malignancies Following Allogeneic Hematopoietic Stem-Cell Transplantation. JCO Precis Oncol 2021; 5:1339-1347. [DOI: 10.1200/po.20.00489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The implementation of precision medicine and next-generation sequencing technologies in the field of oncology is a novel approach being more widely studied and used in cases of high-risk primary and recurrent malignancies. Leukemias are the second most common cause of cancer-related mortality in children and the sixth most in adults. Relapsed leukemia represents a major component of the population that may benefit from genomic sequencing. However, ethical and analytic challenges arise when considering sequencing of biologic samples obtained from patients with relapsed leukemia following allogeneic hematopoietic stem-cell transplantation. Blood from the recipient after transplantation would include donor-derived cells and thus, genomic sequencing of recipient blood will interrogate the donor germline in addition to the somatic genetic profile of the leukemia cells and the recipient germline. This is a situation for which the donor will not have typically provided consent and may be particularly problematic if actionable secondary or incidental findings related to the donor are uncovered. We present the challenges raised in this scenario and provide strategies to mitigate this risk.
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Affiliation(s)
- Bilal Marwa
- Division of Pediatric Hematology and Oncology, IWK, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Joerg Krueger
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Elizabeth A. Stephenson
- Division of Pediatric Cardiology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Scott Davidson
- Genetics and Genome Biology Program, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - David Allan
- Stem Cells, Canadian Blood Services, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Bartha Knoppers
- Centre of Genomics and Policy, McGill University, Montreal, Quebec, Canada
| | - Ma'n Zawati
- Centre of Genomics and Policy, McGill University, Montreal, Quebec, Canada
| | | | - Adam Shlien
- Genetics and Genome Biology Program, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - David Malkin
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
- Genetics and Genome Biology Program, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Conrad V. Fernandez
- Division of Pediatric Hematology and Oncology, IWK, Dalhousie University, Halifax, Nova Scotia, Canada
- The Department of Bioethics, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Anita Villani
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
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22
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Lee J, Gillam L, Visvanathan K, Hansford JR, McCarthy MC. Clinical Utility of Precision Medicine in Pediatric Oncology: A Systematic Review. JCO Precis Oncol 2021; 5:1088-1102. [DOI: 10.1200/po.20.00405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Precision medicine uses advanced molecular techniques to guide the use of targeted therapeutic drugs and is an emerging paradigm in pediatric oncology. Clinical evidence related to the efficacy of many novel targeted drugs, however, is currently very limited given the rarity of pediatric cancer and the lack of published evidence for the use of these drugs in children. This systematic review aimed to evaluate the existing evidence for the feasibility and clinical efficacy of precision medicine in pediatric oncology. METHODS A systematic review was conducted using the PubMed, Medline, and Embase databases. Clinical trials and observational studies, which used molecular assays such as whole-exome sequencing to identify molecular targets that guided the allocation of targeted cancer drugs and reported clinical outcomes, were included in this review. RESULTS Twenty-one clinical trials and observational studies were identified, collectively enrolling 1,408 pediatric patients across nine countries. Therapeutic targets were found in 647 patients (46.0%); however, only 175 of these patients (27.0%) received a targeted drug. Objective responses were recorded for 73 (41.7%) of these 175 patients, only 5.2% of the total sample. Inconsistent outcome reporting and limited comparison with conventional treatment hindered evaluation of the clinical utility of precision medicine. CONCLUSION Precision medicine can feasibly identify molecular targets in a clinical setting. However, the inaccessibility of targeted drugs is a significant barrier, restricting the exploration of its therapeutic potential in pediatric oncology. Future clinical trials should endeavor to link the molecular testing results with access to targeted drugs and standardize outcome reporting to advance understanding of the benefits of this novel paradigm in improving patient outcomes.
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Affiliation(s)
- Justin Lee
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
| | - Lynn Gillam
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Pediatrics, University of Melbourne, Melbourne, VIC, Australia
- Department of Human Bioethics, University of Melbourne, Melbourne, VIC, Australia
| | - Keshini Visvanathan
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
| | - Jordan R. Hansford
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Pediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Maria C. McCarthy
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Pediatrics, University of Melbourne, Melbourne, VIC, Australia
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23
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van Tilburg CM, Pfaff E, Pajtler KW, Langenberg KP, Fiesel P, Jones BC, Balasubramanian GP, Stark S, Johann PD, Blattner-Johnson M, Schramm K, Dikow N, Hirsch S, Sutter C, Grund K, von Stackelberg A, Kulozik AE, Lissat A, Borkhardt A, Meisel R, Reinhardt D, Klusmann JH, Fleischhack G, Tippelt S, von Schweinitz D, Schmid I, Kramm CM, von Bueren AO, Calaminus G, Vorwerk P, Graf N, Westermann F, Fischer M, Eggert A, Burkhardt B, Wößmann W, Nathrath M, Hecker-Nolting S, Frühwald MC, Schneider DT, Brecht IB, Ketteler P, Fulda S, Koscielniak E, Meister MT, Scheer M, Hettmer S, Schwab M, Tremmel R, Øra I, Hutter C, Gerber NU, Lohi O, Kazanowska B, Kattamis A, Filippidou M, Goemans B, Zwaan CM, Milde T, Jäger N, Wolf S, Reuss D, Sahm F, von Deimling A, Dirksen U, Freitag A, Witt R, Lichter P, Kopp-Schneider A, Jones DT, Molenaar JJ, Capper D, Pfister SM, Witt O. The Pediatric Precision Oncology INFORM Registry: Clinical Outcome and Benefit for Patients with Very High-Evidence Targets. Cancer Discov 2021; 11:2764-2779. [PMID: 34373263 PMCID: PMC9414287 DOI: 10.1158/2159-8290.cd-21-0094] [Citation(s) in RCA: 98] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/26/2021] [Accepted: 07/28/2021] [Indexed: 01/26/2023]
Abstract
INFORM is a prospective, multinational registry gathering clinical and molecular data of relapsed, progressive, or high-risk pediatric patients with cancer. This report describes long-term follow-up of 519 patients in whom molecular alterations were evaluated according to a predefined seven-scale target prioritization algorithm. Mean turnaround time from sample receipt to report was 25.4 days. The highest target priority level was observed in 42 patients (8.1%). Of these, 20 patients received matched targeted treatment with a median progression-free survival of 204 days [95% confidence interval (CI), 99-not applicable], compared with 117 days (95% CI, 106-143; P = 0.011) in all other patients. The respective molecular targets were shown to be predictive for matched treatment response and not prognostic surrogates for improved outcome. Hereditary cancer predisposition syndromes were identified in 7.5% of patients, half of which were newly identified through the study. Integrated molecular analyses resulted in a change or refinement of diagnoses in 8.2% of cases. SIGNIFICANCE: The pediatric precision oncology INFORM registry prospectively tested a target prioritization algorithm in a real-world, multinational setting and identified subgroups of patients benefiting from matched targeted treatment with improved progression-free survival, refinement of diagnosis, and identification of hereditary cancer predisposition syndromes.See related commentary by Eggermont et al., p. 2677.This article is highlighted in the In This Issue feature, p. 2659.
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Affiliation(s)
- Cornelis M. van Tilburg
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Corresponding Author: Cornelis M. van Tilburg, Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Im Neuenheimer Feld 430, Heidelberg 69120, Germany. Phone: 00-49-6221-56-36926; E-mail:
| | - Elke Pfaff
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kristian W. Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Petra Fiesel
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Barbara C. Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Gnana Prakash Balasubramanian
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian Stark
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Pascal D. Johann
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Swabian Children's Cancer Center, Paediatric and Adolescent Medicine, University Medical Center Augsburg, Augsburg, Germany
| | - Mirjam Blattner-Johnson
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kathrin Schramm
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nicola Dikow
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Steffen Hirsch
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Sutter
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Kerstin Grund
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Arend von Stackelberg
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Oncology and Hematology Department, Charité–Campus Virchow Klinikum, Berlin, Germany
| | - Andreas E. Kulozik
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Clinical Cooperation Unit Pediatric Leukemia, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrej Lissat
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Oncology and Hematology Department, Charité–Campus Virchow Klinikum, Berlin, Germany
| | - Arndt Borkhardt
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Oncology and Hematology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Roland Meisel
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Pediatric Stem Cell Therapy, Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Dirk Reinhardt
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Jan-Henning Klusmann
- Department of Pediatric Hematology, Oncology and Hemostaseology, Clinic for Pediatrics, University Hospital of Frankfurt, Goethe-University Frankfurt, Frankfurt/Main, Germany
| | - Gudrun Fleischhack
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Stephan Tippelt
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Dietrich von Schweinitz
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Surgery, Dr. von Hauner Children's Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Irene Schmid
- Department of Pediatric Oncology and Hematology, Dr. von Hauner Children's Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Christof M. Kramm
- Division of Pediatric Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - André O. von Bueren
- Department of Pediatrics, Obstetrics and Gynecology, Division of Pediatric Hematology and Oncology, University Hospital Geneva, Geneva, Switzerland
| | - Gabriele Calaminus
- Department of Pediatric Oncology and Hematology, University Hospital Bonn, Bonn, Germany
| | - Peter Vorwerk
- Department of Pediatric Oncology and Hematology, University Hospital Magdeburg, Magdeburg, Germany
| | - Norbert Graf
- Department of Pediatric Oncology and Hematology, University Hospital Saarland, Saarland, Germany
| | - Frank Westermann
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Neuroblastoma Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias Fischer
- National Center for Tumor Diseases (NCT) Network, Germany.,Department of Experimental Pediatric Oncology, University Hospital Köln, and Center for Molecular Medicine (CMMC), Medical Faculty, Cologne, Germany
| | - Angelika Eggert
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Oncology and Hematology Department, Charité–Campus Virchow Klinikum, Berlin, Germany
| | - Birgit Burkhardt
- Clinic of Pediatric Oncology and Hematology, University Hospital Münster, Muenster, Germany
| | - Wilhelm Wößmann
- Department of Pediatric Oncology and Hematology, University Hospital Hamburg, Hamburg, Germany
| | - Michaela Nathrath
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Klinikum Kassel, Kassel, Germany.,Department of Pediatrics, Technical University Munich, Munich, Germany
| | - Stefanie Hecker-Nolting
- National Center for Tumor Diseases (NCT) Network, Germany.,Department of Pediatric Oncology, Hematology and Immunology, Klinikum Stuttgart, Olgahospital, Stuttgart, Germany
| | - Michael C. Frühwald
- National Center for Tumor Diseases (NCT) Network, Germany.,Swabian Children's Cancer Center, Paediatric and Adolescent Medicine, University Medical Center Augsburg, Augsburg, Germany
| | | | - Ines B. Brecht
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Department of Pediatric Oncology and Hematology, University Hospital Tübingen, Tübingen, Germany
| | - Petra Ketteler
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Simone Fulda
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute for Experimental Cancer Research in Pediatrics, Goethe University Frankfurt, Frankfurt, Germany
| | - Ewa Koscielniak
- National Center for Tumor Diseases (NCT) Network, Germany.,Department of Pediatric Oncology, Hematology and Immunology, Klinikum Stuttgart, Olgahospital, Stuttgart, Germany
| | - Michael T. Meister
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Monika Scheer
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Oncology and Hematology Department, Charité–Campus Virchow Klinikum, Berlin, Germany
| | - Simone Hettmer
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatrics and Adolescent Medicine, Division of Pediatric Hematology and Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Matthias Schwab
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.,Departments of Clinical Pharmacology, Pharmacy and Biochemistry, and Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies,” University of Tübingen, Tübingen, Germany
| | - Roman Tremmel
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
| | - Ingrid Øra
- Department of Pediatric Oncology and Hematology, Skane University Hospital Lund, and HOPE-ITCC Unit, Pediatric Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Caroline Hutter
- St. Anna Children's Hospital, Department of Pediatrics, Medical University of Vienna, and St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Nicolas U. Gerber
- Department of Oncology, University Children's Hospital, Zurich, Switzerland
| | - Olli Lohi
- Tampere Center for Child Health Research and Tays Cancer Centre, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Bernarda Kazanowska
- Department of Pediatric Hematology/Oncology and BMT, Wroclaw Medical University, Wroclaw, Poland
| | - Antonis Kattamis
- Division of Pediatric Hematology-Oncology, First Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Filippidou
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Pediatric Hematology-Oncology, First Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
| | - Bianca Goemans
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - C. Michel Zwaan
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.,Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany
| | - Natalie Jäger
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephan Wolf
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Genomics and Proteomics Core Facility, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Reuss
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Felix Sahm
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andreas von Deimling
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Uta Dirksen
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,West German Cancer Center, Pediatrics III, University Hospital Essen, Essen, Germany
| | - Angelika Freitag
- NCT Trial Center, National Center for Tumor Diseases, Heidelberg, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ruth Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany
| | - Peter Lichter
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Annette Kopp-Schneider
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Department Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David T.W. Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan J. Molenaar
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.,Utrecht University, Department of Pharmaceutical Sciences, Utrecht, the Netherlands
| | - David Capper
- German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Neuropathology, Berlin, Germany
| | - Stefan M. Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,National Center for Tumor Diseases (NCT) Network, Germany
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24
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Shenouda S, Kulkarni K, Abuetabh Y, Sergi C. Cancer Stem Cells and their Management in Cancer Therapy. Recent Pat Anticancer Drug Discov 2021; 15:212-227. [PMID: 32660407 DOI: 10.2174/1574892815666200713145931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/16/2020] [Accepted: 06/20/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND In the last decade, the proposed Cancer Stem Cell (CSC) hypothesis has steadily changed the way cancer treatment is approached. CSCs may be the source of the heterogeneous non-tumorigenic cell population included in a neoplasm. Intratumor and intertumoral heterogeneity is a well-known phenomenon that massively entangles the diagnosis and treatment of cancer. The literature seems to suggest that heterogeneity develops progressively within tumor-initiating stem cells. CSCs harbor genetic and/or epigenetic alterations that allow them to differentiate into multiple tumor cell types sequentially. OBJECTIVE The CSC hypothesis, cellular therapy, and the most recent patents on CSCs were reviewed. METHODS PubMed, Scopus, and Google Scholar were screened for this information. Also, an analysis of the most recent data targeting CSCs in pediatric cancer developed at two Canadian institutions is provided. The genes involved with the activation of CSCs and the drugs used to antagonize them are also highlighted. RESULTS It is underlined that (1) CSCs possess stem cell-like properties, including the ability for self-renewal; (2) CSCs can start carcinogenesis and are responsible for tumor recurrence after treatment; (3) Although some limitations have been raised, which may oppose the CSC hypothesis, cancer progression and metastasis have been recognized to be caused by CSCs. CONCLUSION The significant roles of cell therapy may include an auto-transplant with high-dose treatment, an improvement of the immune function, creation of chimeric antigen receptor T cells, and the recruitment of NK cell-based immunotherapy.
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Affiliation(s)
- Suzan Shenouda
- Department of Lab. Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Ketan Kulkarni
- Department of Pediatrics, Pediatric Hematology/Oncology, Halifax, NS, Canada
| | - Yasser Abuetabh
- Department of Lab. Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Consolato Sergi
- Department of Lab. Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
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25
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Langenberg KPS, Looze EJ, Molenaar JJ. The Landscape of Pediatric Precision Oncology: Program Design, Actionable Alterations, and Clinical Trial Development. Cancers (Basel) 2021; 13:4324. [PMID: 34503139 PMCID: PMC8431194 DOI: 10.3390/cancers13174324] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/18/2021] [Accepted: 08/23/2021] [Indexed: 12/20/2022] Open
Abstract
Over the last years, various precision medicine programs have been developed for pediatric patients with high-risk, relapsed, or refractory malignancies, selecting patients for targeted treatment through comprehensive molecular profiling. In this review, we describe characteristics of these initiatives, demonstrating the feasibility and potential of molecular-driven precision medicine. Actionable events are identified in a significant subset of patients, although comparing results is complicated due to the lack of a standardized definition of actionable alterations and the different molecular profiling strategies used. The first biomarker-driven trials for childhood cancer have been initiated, but until now the effect of precision medicine on clinical outcome has only been reported for a small number of patients, demonstrating clinical benefit in some. Future perspectives include the incorporation of novel approaches such as liquid biopsies and immune monitoring as well as innovative collaborative trial design including combination strategies, and the development of agents specifically targeting aberrations in childhood malignancies.
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Affiliation(s)
- Karin P. S. Langenberg
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (E.J.L.); (J.J.M.)
| | - Eleonora J. Looze
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (E.J.L.); (J.J.M.)
| | - Jan J. Molenaar
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (E.J.L.); (J.J.M.)
- Department of Pharmaceutical Sciences, Utrecht University, P.O. Box 80082, 3508 TB Utrecht, The Netherlands
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26
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De Abreu Lourenco R, McCarthy MC, McMillan LJ, Sullivan M, Gillam L. Understanding decisions to participate in genomic medicine in children's cancer care: A comparison of what influences parents, health care providers, and the general community. Pediatr Blood Cancer 2021; 68:e29101. [PMID: 34089211 DOI: 10.1002/pbc.29101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/28/2021] [Accepted: 04/21/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND The emerging role of genomically guided precision medicine in pediatric cancer care presents significant clinical, practical, and ethical challenges. We investigated the factors that influence decision-making in genomic medicine from the perspective of different stakeholders in the context of difficult-to-treat childhood cancer. METHODS Health care providers (HCPs), parents of childhood cancer survivors, and general community members completed an online discrete choice experiment survey. Respondents considered whether to recommend (HCPs) or choose (parents/community) a genomically guided approach to pediatric cancer treatment. Respondents completed eight choice questions varying by survival benefit, prognosis, likelihood of finding a target, quality of life (QoL), HCP/parent preference, need for biopsy, cost, and who pays. Data were analyzed using a probability regression model, with findings expressed as relative importance, stated importance, and marginal willingness to pay (mWTP). RESULTS One hundred twenty-six HCPs, 130 parents, and 531 community members participated. The probability of recommending/choosing genomically guided treatment increased significantly with better prognosis, survival benefit, improvements in QoL, and decision-making partner support. It decreased with increasing costs and if parents paid for treatment. HCPs were more responsive to all factors but were most influenced by survival outcomes, and parents and community members by QoL. In contrast to these forced choice preference results, HCPs stated they were most influenced by QoL and community members by survival. CONCLUSION Our findings support the primacy of QoL in genomic decision-making, with some differences across stakeholders in the other factors influencing decision-making. These findings emphasize the need for high-quality information giving and communication to support genomic medicine choices.
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Affiliation(s)
- Richard De Abreu Lourenco
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Haymarket, New South Wales, Australia
| | - Maria C McCarthy
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Laura J McMillan
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Michael Sullivan
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Lyn Gillam
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.,Department of Bioethics, Royal Children's Hospital, Parkville, Victoria, Australia
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27
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Bellantoni AJ, Wagner LM. Pursuing Precision: Receptor Tyrosine Kinase Inhibitors for Treatment of Pediatric Solid Tumors. Cancers (Basel) 2021; 13:3531. [PMID: 34298746 PMCID: PMC8303693 DOI: 10.3390/cancers13143531] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 02/06/2023] Open
Abstract
Receptor tyrosine kinases are critical for the growth and proliferation of many different cancers and therefore represent a potential vulnerability that can be therapeutically exploited with small molecule inhibitors. Over forty small molecule inhibitors are currently approved for the treatment of adult solid tumors. Their use has been more limited in pediatric solid tumors, although an increasing number of single-agent and combination studies are now being performed. These agents have been quite successful in certain clinical contexts, such as the treatment of pediatric tumors driven by kinase fusions or activating mutations. By contrast, only modest activity has been observed when inhibitors are used as single agents for solid tumors that do not have genetically defined alterations in the target genes. The absence of predictive biomarkers has limited the wider applicability of these drugs and much work remains to define the appropriate patient population and clinical situation in which receptor tyrosine kinase inhibitors are most beneficial. In this manuscript, we discuss these issues by highlighting past trials and identifying future strategies that may help add precision to the use of these agents for pediatric extracranial solid tumors.
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Affiliation(s)
| | - Lars M. Wagner
- Division of Pediatric Hematology/Oncology, Duke University, Durham, NC 27710, USA;
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28
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Pediatric Oncologists' Experiences Returning and Incorporating Genomic Sequencing Results into Cancer Care. J Pers Med 2021; 11:jpm11060570. [PMID: 34207141 PMCID: PMC8235493 DOI: 10.3390/jpm11060570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 06/11/2021] [Accepted: 06/12/2021] [Indexed: 11/27/2022] Open
Abstract
Pediatric oncologists’ perspectives around returning and incorporating tumor and germline genomic sequencing (GS) results into cancer care are not well-described. To inform optimization of cancer genomics communication, we assessed oncologists’ experiences with return of genomic results (ROR), including their preparation/readiness for ROR, collaboration with genetic counselors (GCs) during ROR, and perceived challenges. The BASIC3 study paired pediatric oncologists with GCs to return results to patients’ families. We thematically analyzed 24 interviews with 12 oncologists at two post-ROR time points. Oncologists found pre-ROR meetings with GCs and geneticists essential to interpreting patients’ reports and communicating results to families. Most oncologists took a collaborative ROR approach where they discussed tumor findings and GCs discussed germline findings. Oncologists perceived many roles for GCs during ROR, including answering families’ questions and describing information in lay language. Challenges identified included conveying uncertain information in accessible language, limits of oncologists’ genetics expertise, and navigating families’ emotional responses. Oncologists emphasized how GCs’ and geneticists’ support was essential to ROR, especially for germline findings. GS can be successfully integrated into cancer care, but to account for the GC shortage, alternative ROR models and access to genetics resources will be needed to better support families and avoid burdening oncologists.
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29
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Blattner-Johnson M, Jones DTW, Pfaff E. Precision medicine in pediatric solid cancers. Semin Cancer Biol 2021; 84:214-227. [PMID: 34116162 DOI: 10.1016/j.semcancer.2021.06.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/18/2022]
Abstract
Despite huge advances in the diagnosis and treatment of pediatric cancers over the past several decades, it remains one of the leading causes of death during childhood in developed countries. The development of new targeted treatments for these diseases has been hampered by two major factors. First, the extremely heterogeneous nature of the types of tumors encountered in this age group, and their fundamental differences from common adult carcinomas, has made it hard to truly get a handle on the complexities of the underlying biology driving tumor growth. Second, a reluctance of the pharmaceutical industry to develop products or trials for this population due to the relatively small size of the 'market', and a too-easy mechanism of obtaining waivers for pediatric development of adult oncology drugs based on disease type rather than mechanism of action, led to significant difficulties in getting access to new drugs. Thankfully, the field has now started to change, both scientifically and from a regulatory perspective, in order to address some of these challenges. In this review, we will examine some of the recent insights into molecular features which make pediatric tumors so unique and how these might represent therapeutic targets; highlight ongoing international initiatives for providing comprehensive, personalized genomic profiling of childhood tumors in a clinically-relevant timeframe, and look briefly at where the field of pediatric precision oncology may be heading in future.
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Affiliation(s)
- Mirjam Blattner-Johnson
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany; Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany; Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Elke Pfaff
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany; Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
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30
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Lee J, Gillam L, Kouw S, McCarthy MC, Hansford JR. An institutional audit of the use of novel drugs in pediatric oncology. Cancer Rep (Hoboken) 2021; 4:e1404. [PMID: 33939320 PMCID: PMC8714541 DOI: 10.1002/cnr2.1404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 03/09/2021] [Accepted: 04/07/2021] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Significant challenges persist in treating children with rare, relapsed, or refractory malignancies. Novel molecularly targeted drugs promise improved outcomes for these children with reduced toxicity. However, there is often limited evidence to substantiate their clinical efficacy and guide their use. This raises issues for clinical decision-making, ethical concerns surrounding equity of access to these often-expensive agents, and the management of families' expectations for cure. This audit evaluated the off-label use of novel drugs and associated clinical outcomes in order to guide the development of future clinical and ethical guidelines. AIM To evaluate the patterns in the off-label use of novel drugs for treating childhood cancer and the associated clinical outcomes to guide prospective studies and inform ethical and clinical governance protocols for the use of these agents. METHODS A retrospective audit was performed for all patients who received novel drugs off-label as treatment for their malignancy at an Australian pediatric oncology center between 2010 and 2019. RESULTS One hundred patients with 32 unique diagnoses received 133 novel drugs across 124 regimens. Eighty-four patients received these drugs at the second line of treatment or greater. Novel drug median cost was $15 521 AUD (Range: $6.53 AUD to $258 339 AUD) and was primarily funded by the hospital (N = 60/133, 45.1%) or compassionate access from pharmaceutical companies (N = 52/133, 39.1%). Decision-making related to novel drugs was inconsistently documented. Ninety-one of 124 treatment regimens commenced between 2010 and 2019 resulted in objective responses (73.4%), but only 35 were still ongoing upon review in June 2020 (38.5%). Median response duration was 12.6 months (Range: 0-93.2 months). CONCLUSIONS While novel drugs were largely unable to definitively cure patients, most achieved objective responses. Prospective trials and more rigorous documentation are needed to fully inform the future use of these agents given the heterogeneity of their applications.
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Affiliation(s)
- Justin Lee
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Lynn Gillam
- Neurodisability and Rehabilitation - Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Victoria, Australia.,Department of Human Bioethics, University of Melbourne, Melbourne, Victoria, Australia
| | - Sarah Kouw
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Maria C McCarthy
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Victoria, Australia.,Brain and Mind - Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Jordan R Hansford
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Pediatrics, University of Melbourne, Melbourne, Victoria, Australia.,Cancer - Cell Biology, Murdoch Children's Research Institute, Parkville, Victoria, Australia
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31
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Juan Ribelles A, Gargallo P, Berlanga P, Segura V, Yáñez Y, Juan B, Salom M, Llavador M, Font de Mora J, Castel V, Cañete A. Next-Generation Sequencing Identifies Potential Actionable Targets in Paediatric Sarcomas. J Pers Med 2021; 11:jpm11040268. [PMID: 33916788 PMCID: PMC8067272 DOI: 10.3390/jpm11040268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 03/15/2021] [Accepted: 04/01/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Bone and soft-tissue sarcomas represent 13% of all paediatric malignancies. International contributions to introduce next-generation sequencing (NGS) approaches into clinical application are currently developing. We present the results from the Precision Medicine program for children with sarcomas at a reference centre. Results: Samples of 70 paediatric sarcomas were processed for histopathological analysis, reverse transcriptase polymerase chain reaction (RT-PCR) and next-generation sequencing (NGS) with a consensus gene panel. Pathogenic alterations were reported and, if existing, targeted recommendations were translated to the clinic. Seventy paediatric patients with sarcomas from 10 centres were studied. Median age was 11.5 years (range 1–18). Twenty-two (31%) had at least one pathogenic alteration by NGS. Thirty pathogenic mutations in 18 different genes were detected amongst the 22 patients. The most frequent alterations were found in TP53, followed by FGFR4 and CTNNB1. Combining all biological studies, 18 actionable variants were detected and six patients received targeted treatment observing a disease control rate of 78%. Extrapolating the results to the whole cohort, 23% of the patients would obtain clinical benefit from this approach. Conclusions: Paediatric sarcomas have a different genomic landscape when compared to adult cohorts. Incorporating NGS targets into paediatric sarcomas’ therapy is feasible and allows personalized treatments with clinical benefit in the relapse setting.
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Affiliation(s)
- Antonio Juan Ribelles
- Paediatric Oncology and Hematology Unit, Hospital U I P La Fe, Av. Fernando Abril Martorell, 106, 46026 Valencia, Spain;
- Correspondence: ; Tel.: +34-411532
| | - Pablo Gargallo
- Clinical and Translational Oncology Research Group, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (P.G.); (V.S.); (Y.Y.); (J.F.d.M.); (V.C.)
| | - Pablo Berlanga
- Department of Child and Adolescent Cancer, Institute Gustave Roussy, 114 Rue Edouard Vaillant, 94805 Villejuif, France;
| | - Vanessa Segura
- Clinical and Translational Oncology Research Group, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (P.G.); (V.S.); (Y.Y.); (J.F.d.M.); (V.C.)
| | - Yania Yáñez
- Clinical and Translational Oncology Research Group, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (P.G.); (V.S.); (Y.Y.); (J.F.d.M.); (V.C.)
| | - Bárbara Juan
- Facultad de Medicina, Universidad de Valencia, Av. Blasco Ibáñez 15, 46010 Valencia, Spain;
| | - Marta Salom
- Paediatric Orthopedic Surgery, Hospital U i P La Fe, 46026 Valencia, Spain;
| | | | - Jaime Font de Mora
- Clinical and Translational Oncology Research Group, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (P.G.); (V.S.); (Y.Y.); (J.F.d.M.); (V.C.)
| | - Victoria Castel
- Clinical and Translational Oncology Research Group, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (P.G.); (V.S.); (Y.Y.); (J.F.d.M.); (V.C.)
| | - Adela Cañete
- Paediatric Oncology and Hematology Unit, Hospital U I P La Fe, Av. Fernando Abril Martorell, 106, 46026 Valencia, Spain;
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32
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Rostam Niakan Kalhori S, Tanhapour M, Gholamzadeh M. Enhanced childhood diseases treatment using computational models: Systematic review of intelligent experiments heading to precision medicine. J Biomed Inform 2021; 115:103687. [PMID: 33497811 DOI: 10.1016/j.jbi.2021.103687] [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: 08/31/2020] [Revised: 12/05/2020] [Accepted: 01/18/2021] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Precision or personalized Medicine (PM) is used for the prevention and treatment of diseases by considering a huge amount of information about individuals variables. Due to high volume of information, AI-based computational models are required. A large set of studies conducted to examine the PM approach to improve childhood clinical outcomes. Thus, the main goal of this study was to review the application of health information technology and especially artificial intelligence (AI) methods for the treatment of childhood disease using PM. METHODS PubMed, Scopus, Web of Science, and EMBASE databases were searched up to December 18, 2019. Articles that focused on informatics applications for childhood disease PM included in this study. Included papers were classified for qualitative analysis and interpreting results. The results were analyzed using Microsoft Excel 2019. RESULTS From 341 citations, 62 papers met our inclusion criteria. The number of published papers that used AI methods to apply for PM in childhood diseases increased from 2010 to 2019. Our results showed that most applied methods were related to machine learning discipline. In terms of clinical scope, the largest number of clinical articles are devoted to oncology. Besides, the analysis showed that genomics was the most PM approach used regarding childhood disease. CONCLUSION This systematic review examined papers that used AI methods for applying PM approaches in childhood diseases from medical informatics perspectives. Thus, it provided new insight to researchers who are interested in knowing research needs in this field.
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Affiliation(s)
- Sharareh Rostam Niakan Kalhori
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Mozhgan Tanhapour
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Marsa Gholamzadeh
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran.
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33
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Rankin A, Johnson A, Roos A, Kannan G, Knipstein J, Britt N, Rosenzweig M, Haberberger J, Pavlick D, Severson E, Vergilio J, Squillace R, Erlich R, Sathyan P, Cramer S, Kram D, Ross J, Miller V, Reddy P, Alexander B, Ali SM, Ramkissoon S. Targetable BRAF and RAF1 Alterations in Advanced Pediatric Cancers. Oncologist 2021; 26:e153-e163. [PMID: 32918774 PMCID: PMC7794197 DOI: 10.1002/onco.13519] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Accepted: 07/28/2020] [Indexed: 12/14/2022] Open
Abstract
RAF family protein kinases signal through the MAPK pathway to orchestrate cellular proliferation, survival, and transformation. Identifying BRAF alterations in pediatric cancers is critically important as therapeutic agents targeting BRAF or MEK may be incorporated into the clinical management of these patients. In this study, we performed comprehensive genomic profiling on 3,633 pediatric cancer samples and identified a cohort of 221 (6.1%) cases with known or novel alterations in BRAF or RAF1 detected in extracranial solid tumors, brain tumors, or hematological malignancies. Eighty percent (176/221) of these tumors had a known-activating short variant (98, 55.7%), fusion (72, 40.9%), or insertion/deletion (6, 3.4%). Among BRAF altered cancers, the most common tumor types were brain tumors (74.4%), solid tumors (10.8%), hematological malignancies (9.1%), sarcomas (3.4%), and extracranial embryonal tumors (2.3%). RAF1 fusions containing intact RAF1 kinase domain (encoded by exons 10-17) were identified in seven tumors, including two novel fusions TMF1-RAF1 and SOX6-RAF1. Additionally, we highlight a subset of patients with brain tumor with positive clinical response to BRAF inhibitors, demonstrating the rationale for incorporating precision medicine into pediatric oncology. IMPLICATIONS FOR PRACTICE: Precision medicine has not yet gained a strong foothold in pediatric cancers. This study describes the landscape of BRAF and RAF1 genomic alterations across a diverse spectrum of pediatric cancers, primarily brain tumors, but also encompassing melanoma, sarcoma, several types of hematologic malignancy, and others. Given the availability of multiple U.S. Food and Drug Administration-approved BRAF inhibitors, identification of these alterations may assist with treatment decision making, as described here in three cases of pediatric cancer.
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Affiliation(s)
| | | | - Alison Roos
- Foundation Medicine Inc.CambridgeMassachusettsUSA
| | - Geoffrey Kannan
- Center for Cancer and Blood Disorders, Pediatric Specialists of VirginiaFalls ChurchVirginiaUSA
| | - Jeffrey Knipstein
- Pediatric Hematology/Oncology/BMT, Medical College of WisconsinMilwaukeeWisconsinUSA
| | | | | | | | - Dean Pavlick
- Foundation Medicine Inc.CambridgeMassachusettsUSA
| | | | | | | | | | | | - Stuart Cramer
- University of South Carolina School of MedicineColumbiaSouth CarolinaUSA
| | - David Kram
- Wake Forest Pediatric OncologyWinston‐SalemNorth CarolinaUSA
| | - Jeffrey Ross
- Foundation Medicine Inc.CambridgeMassachusettsUSA
- SUNY Upstate Medical UniversitySyracuseNew YorkUSA
| | - Vince Miller
- Foundation Medicine Inc.CambridgeMassachusettsUSA
| | | | | | - Siraj M. Ali
- Foundation Medicine Inc.CambridgeMassachusettsUSA
| | - Shakti Ramkissoon
- Foundation Medicine Inc.MorrisvilleNorthCarolinaUSA
- Wake Forest Comprehensive Cancer Center and Department of Pathology, Wake Forest School of MedicineWinston‐SalemNorth CarolinaUSA
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AI applications in robotics, diagnostic image analysis and precision medicine: Current limitations, future trends, guidelines on CAD systems for medicine. INFORMATICS IN MEDICINE UNLOCKED 2021. [DOI: 10.1016/j.imu.2021.100596] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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Benezech S, Saintigny P, Attignon V, Pissaloux D, Paindavoine S, Faure-Conter C, Corradini N, Marec-Berard P, Bergeron C, Cassier P, Eberst L, Dufresne A, Wang Q, Agrapart V, De La Fouchardière A, Perol D, Garin G, Corset V, Ben Abdesselem L, Chabaud S, Tredan O, Blay JY, Frappaz D. Tumor Molecular Profiling: Pediatric Results of the ProfiLER Study. JCO Precis Oncol 2020; 4:785-795. [PMID: 35050753 DOI: 10.1200/po.20.00023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The Program to Establish the Genetic and Immunologic Profile of Patient's Tumor for All Types of Advanced Cancer study (ClinicalTrials.gov identifier: NCT01774409) analyzed the genome of refractory cancers to identify a potential molecular-based recommended therapy (MBRT). The objectives of the pediatric substudy were to describe the incidence of genomic mutations, the MBRT, and the treatments undertaken with a molecular-targeted agent in a pediatric cohort. METHODS The tumor genome was analyzed within a 69-gene next-generation sequencing panel and an array comparative genomic hybridization assay. The results were evaluated by a multidisciplinary molecular board, and the targeted therapies were provided in the setting of a clinical trial or through compassionate use programs, when indicated. RESULTS Between November 2013 and June 2017, 50 patients younger than 19 years who were treated for a high-risk or relapsing tumor were included. Sarcomas (n = 24; 47%), CNS tumors (n = 14; 29%), and neuroblastomas (n = 5; 10%) were the most frequent tumor subtypes. Seven patients (14%) were excluded because no DNA could be recovered. Among the 43 remaining patients, 10 exhibited at least one targetable genomic alteration. Ultimately, four patients (8%) were treated with the recommended targeted therapy. CONCLUSION The results of this study confirm treatment with a targeted therapy for pediatric patients with cancer is still limited at present, as also is reported for adults.
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Affiliation(s)
- Sarah Benezech
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
| | - Pierre Saintigny
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France.,Department of Medical Oncology, Centre Léon Bérard, France
| | - Valery Attignon
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Daniel Pissaloux
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France
| | | | - Cécile Faure-Conter
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
| | - Nadège Corradini
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
| | - Perrine Marec-Berard
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
| | - Christophe Bergeron
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
| | | | | | | | - Qing Wang
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Vincent Agrapart
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | | | - David Perol
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Gwenaëlle Garin
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Véronique Corset
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Leila Ben Abdesselem
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Sylvie Chabaud
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Olivier Tredan
- Department of Medical Oncology, Centre Léon Bérard, France.,University Claude Bernard Lyon 1, CNRS 5286, INSERM U1052, Cancer Research Center of Lyon, France
| | - Jean-Yves Blay
- Department of Medical Oncology, Centre Léon Bérard, France.,University Claude Bernard Lyon 1, CNRS 5286, INSERM U1052, Cancer Research Center of Lyon, France
| | - Didier Frappaz
- Institut d'Hématologie et Oncologie Pédiatrique, Centre Léon Bérard, Lyon, France
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Hargrave DR, Bouffet E, Tabori U, Broniscer A, Cohen KJ, Hansford JR, Geoerger B, Hingorani P, Dunkel IJ, Russo MW, Tseng L, Dasgupta K, Gasal E, Whitlock JA, Kieran MW. Efficacy and Safety of Dabrafenib in Pediatric Patients with BRAF V600 Mutation-Positive Relapsed or Refractory Low-Grade Glioma: Results from a Phase I/IIa Study. Clin Cancer Res 2020; 25:7303-7311. [PMID: 31811016 DOI: 10.1158/1078-0432.ccr-19-2177] [Citation(s) in RCA: 118] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 09/19/2019] [Accepted: 10/17/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Pediatric low-grade glioma (pLGG) is the most prevalent childhood brain tumor. Patients with BRAF V600 mutation-positive pLGG may benefit from treatment with dabrafenib. Part 2 of a phase I/IIa study, open-label study (NCT01677741) explores the activity and safety of dabrafenib treatment in these patients. PATIENTS AND METHODS Patients ages 1 to <18 years who had BRAF V600-mutant solid tumors (≥1 evaluable lesion) with recurrent, refractory, or progressive disease after ≥1 standard therapy were treated with oral dabrafenib 3.0 to 5.25 mg/kg/day (part 1) or at the recommended phase II dose (RP2D; part 2). Primary objectives were to determine the RP2D (part 1, results presented in a companion paper) and assess clinical activity (part 2). Here, we report the clinical activity, including objective response rates (ORRs) using Response Assessment in Neuro-Oncology criteria and safety across parts 1 and 2. RESULTS Overall, 32 patients with pLGG were enrolled (part 1, n = 15; part 2, n = 17). Minimum follow-up was 26.2 months. Among all patients, the ORR was 44% [95% confidence interval (CI), 26-62] by independent review. The 1-year progression-free survival rate was 85% (95% CI, 64-94). Treatment-related adverse events (AE) were reported in 29 patients (91%); the most common was fatigue (34%). Grade 3/4 treatment-related AEs were reported in 9 patients (28%). CONCLUSIONS Dabrafenib demonstrated meaningful clinical activity and acceptable tolerability in patients with BRAF V600-mutant pLGG.
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Affiliation(s)
- Darren R Hargrave
- Pediatric Oncology Unit, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.
| | - Eric Bouffet
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Uri Tabori
- Arthur and Sonia Labatt Brain Tumor Research Center, Division of Hematology/Oncology, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Alberto Broniscer
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kenneth J Cohen
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Division of Pediatric Oncology, Baltimore, Maryland
| | - Jordan R Hansford
- Department of Pediatrics, The Royal Children's Hospital, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Birgit Geoerger
- Department of Childhood and Adolescent Oncology, Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif, France
| | - Pooja Hingorani
- Phoenix Children's Hospital, Center for Cancer and Blood Disorders, Phoenix, Arizona
| | - Ira J Dunkel
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mark W Russo
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey
| | - Lillian Tseng
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey
| | | | - Eduard Gasal
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey
| | - James A Whitlock
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Mark W Kieran
- Harvard Medical School, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
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Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples. Sci Rep 2020; 10:17597. [PMID: 33077815 PMCID: PMC7572424 DOI: 10.1038/s41598-020-74483-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 09/30/2020] [Indexed: 01/25/2023] Open
Abstract
Transcriptome profiling can provide information of great value in clinical decision-making, yet RNA from readily available formalin-fixed paraffin-embedded (FFPE) tissue is often too degraded for quality sequencing. To assess the clinical utility of FFPE-derived RNA, we performed ribo-deplete RNA extractions on > 3200 FFPE slide samples; 25 of these had direct FFPE vs. fresh frozen (FF) replicates, 57 were sequenced in 2 different labs, 87 underwent multiple library analyses, and 16 had direct microdissected vs. macrodissected replicates. Poly-A versus ribo-depletion RNA extraction methods were compared using transcriptomes of TCGA cohort and 3116 FFPE samples. Compared to FF, FFPE transcripts coding for nuclear/cytoplasmic proteins involved in DNA packaging, replication, and protein synthesis were detected at lower rates and zinc finger family transcripts were of poorer quality. The greatest difference in extraction methods was in histone transcripts which typically lack poly-A tails. Encouragingly, the overall sequencing success rate was 81%. Exome coverage was highly concordant in direct FFPE and FF replicates, with 98% agreement in coding exon coverage and a median correlation of whole transcriptome profiles of 0.95. We provide strong rationale for clinical use of FFPE-derived RNA based on the robustness, reproducibility, and consistency of whole transcriptome profiling.
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Smith SC, Farooqi MS, Gener MA, Ginn K, Joyce JM, Bendorf TM, Cooley LD. Clinical Validation of Somatic Mutation Detection by the OncoScan CNV Plus Assay. J Mol Diagn 2020; 23:29-37. [PMID: 33080408 DOI: 10.1016/j.jmoldx.2020.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 09/02/2020] [Accepted: 10/05/2020] [Indexed: 11/30/2022] Open
Abstract
The OncoScan CNV Plus Assay (OS+) is a single-nucleotide polymorphism microarray platform that can detect 74 hotspot somatic mutations (SMs) in nine genes via molecular inversion probes. We report validation of the SM component of OS+ using a cohort of pediatric high-grade brain tumor specimens. SM calls were generated from 46 brain tumor cases, most tested orthogonally via bidirectional Sanger sequencing. The initial calling algorithm result showed that 31 tumors were positive and 15 were negative for SM, with a total of 71 OS+ SM calls [28 high-confidence (HC) and 43 low-confidence (LC)]. Sanger sequencing was performed for 54 of the 71 calls (27 HC and 27 LC), as well as for 21 randomly selected hotspots across the 15 OS+ negative cases. HC calls (except EGFR) Sanger sequencing confirmed positive, negative calls confirmed negative, but none of the LC calls were Sanger-confirmed positive. An update of the OS+ algorithm resolved the LC calls, but of the 11 HC SM EGFR calls, Sanger sequencing confirmed only one. Two PTEN SM calls by OS+ in two separate cases were also negative per Sanger sequencing. We conclude that a majority of HC OS+ SM calls were accurate, except calls identified in EGFR and PTEN. Clinically, we report SMs identified by OS+ only after Sanger sequencing verification.
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Affiliation(s)
- Scott C Smith
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, SUNY Upstate Medical University, Syracuse, New York
| | - Midhat S Farooqi
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Melissa A Gener
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Kevin Ginn
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Julie M Joyce
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Tara M Bendorf
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Linda D Cooley
- Department of Pathology & Laboratory Medicine, Children's Mercy Hospital, Kansas City, Missouri; Department of Pathology & Laboratory Medicine, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri.
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Deep Functional and Molecular Characterization of a High-Risk Undifferentiated Pleomorphic Sarcoma. Sarcoma 2020; 2020:6312480. [PMID: 32565715 PMCID: PMC7285280 DOI: 10.1155/2020/6312480] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/07/2020] [Accepted: 02/10/2020] [Indexed: 11/29/2022] Open
Abstract
Nonrhabdomyosarcoma soft-tissue sarcomas (STSs) are a class of 50+ cancers arising in muscle and soft tissues of children, adolescents, and adults. Rarity of each subtype often precludes subtype-specific preclinical research, leaving many STS patients with limited treatment options should frontline therapy be insufficient. When clinical options are exhausted, personalized therapy assignment approaches may help direct patient care. Here, we report the results of an adult female STS patient with relapsed undifferentiated pleomorphic sarcoma (UPS) who self-drove exploration of a wide array of personalized Clinical Laboratory Improvement Amendments (CLIAs) level and research-level diagnostics, including state of the art genomic, proteomic, ex vivo live cell chemosensitivity testing, a patient-derived xenograft model, and immunoscoring. Her therapeutic choices were also diverse, including neoadjuvant chemotherapy, radiation therapy, and surgeries. Adjuvant and recurrence strategies included off-label and natural medicines, several immunotherapies, and N-of-1 approaches. Identified treatment options, especially those validated during the in vivo study, were not introduced into the course of clinical treatment but did provide plausible treatment regimens based on FDA-approved clinical agents.
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McGill BC, Wakefield CE, Hetherington K, Munro LJ, Warby M, Lau L, Tyrrell V, Ziegler DS, O’Brien TA, Marshall GM, Malkin D, Hansford JR, Tucker KM, Vetsch J. "Balancing Expectations with Actual Realities": Conversations with Clinicians and Scientists in the First Year of a High-Risk Childhood Cancer Precision Medicine Trial. J Pers Med 2020; 10:E9. [PMID: 32075154 PMCID: PMC7151613 DOI: 10.3390/jpm10010009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 02/10/2020] [Accepted: 02/13/2020] [Indexed: 12/11/2022] Open
Abstract
Precision medicine is changing cancer care and placing new demands on oncology professionals. Precision medicine trials for high-risk childhood cancer exemplify these complexities. We assessed clinicians' (n = 39) and scientists' (n = 15) experiences in the first year of the PRecISion Medicine for Children with Cancer (PRISM) trial for children and adolescents with high-risk cancers, through an in-depth semi-structured interview. We thematically analysed participants' responses regarding their professional challenges, and measured oncologists' knowledge of genetics and confidence with somatic and germline molecular test results. Both groups described positive early experiences with PRISM but were cognisant of managing parents' expectations. Key challenges for clinicians included understanding and communicating genomic results, balancing biopsy risks, and drug access. Most oncologists rated 'good' knowledge of genetics, but a minority were 'very confident' in interpreting (25%), explaining (34.4%) and making treatment recommendations (18.8%) based on somatic genetic test results. Challenges for scientists included greater emotional impact of their work and balancing translational outputs with academic productivity. Continued tracking of these challenges across the course of the trial, while assessing the perspectives of a wider range of stakeholders, is critical to drive the ongoing development of a workforce equipped to manage the demands of paediatric precision medicine.
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Affiliation(s)
- Brittany C. McGill
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia
| | - Claire E. Wakefield
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia
| | - Kate Hetherington
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia
| | - Lachlan J. Munro
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia
| | - Meera Warby
- Hereditary Cancer Centre, Department of Medical Oncology, Prince of Wales Hospital, Randwick 2031, Australia; (M.W.); (K.M.T.)
- Prince of Wales Clinical School, UNSW Sydney, Sydney 2052, Australia
| | - Loretta Lau
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia;
- Children’s Cancer Institute, UNSW Sydney, Kensington 2750, Australia;
| | - Vanessa Tyrrell
- Children’s Cancer Institute, UNSW Sydney, Kensington 2750, Australia;
| | - David S. Ziegler
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia;
- Children’s Cancer Institute, UNSW Sydney, Kensington 2750, Australia;
| | - Tracey A. O’Brien
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia;
| | - Glenn M. Marshall
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia;
- Children’s Cancer Institute, UNSW Sydney, Kensington 2750, Australia;
| | - David Malkin
- Division of Haematology/Oncology, Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON M5G 1X8, Canada;
| | - Jordan R. Hansford
- Children’s Cancer Centre, Royal Children’s Hospital, Melbourne 3052, Australia;
- Division of Cancer, Murdoch Children’s Research Institute, Melbourne 3052, Australia
- Department of Paediatrics, University of Melbourne, Melbourne 3010, Australia
- Department of Paediatrics, Monash University, Melbourne 3800, Australia
| | - Katherine M. Tucker
- Hereditary Cancer Centre, Department of Medical Oncology, Prince of Wales Hospital, Randwick 2031, Australia; (M.W.); (K.M.T.)
- Prince of Wales Clinical School, UNSW Sydney, Sydney 2052, Australia
| | - Janine Vetsch
- School of Women’s and Children’s Health, UNSW Medicine, UNSW Sydney, Sydney 2052, Australia; (C.E.W.); (K.H.); (L.J.M.); (L.L.); (D.S.Z.); (T.A.O.); (J.V.)
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children’s Hospital, Randwick 2031, Australia
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McCarthy MC, De Abreu Lourenco R, McMillan LJ, Meshcheriakova E, Cao A, Gillam L. Finding Out What Matters in Decision-Making Related to Genomics and Personalized Medicine in Pediatric Oncology: Developing Attributes to Include in a Discrete Choice Experiment. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2020; 13:347-361. [DOI: 10.1007/s40271-020-00411-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Cryptic ETV6-ABL1 Fusion and MLL2 Truncation Revealed by Integrative Clinical Sequencing in Multiply Relapsed Acute Lymphoblastic Leukemia. J Pediatr Hematol Oncol 2019; 41:653-656. [PMID: 30028819 PMCID: PMC6339603 DOI: 10.1097/mph.0000000000001249] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The ETV6-ABL1 fusion is a rare genetic aberration classified as Philadelphia chromosome-like high-risk B-cell precursor acute lymphoblastic leukemia. We present the case of a child with multiply relapsed B-cell precursor acute lymphoblastic leukemia in which next-generation sequencing identified this cryptic fusion, undetected by standard testing, resulting in sustained clinical response to targetted therapy with imatinib. Upon subsequent relapse, repeat next-generation sequencing identified an additional aberration, MLL2-ADCY9, as a possible molecular driver conferring resistance to therapy. This report demonstrates the exciting potential of integrative clinical sequencing in identifying previously undetected actionable findings leading to improved outcomes in pediatric oncology patients.
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Berlow NE, Rikhi R, Geltzeiler M, Abraham J, Svalina MN, Davis LE, Wise E, Mancini M, Noujaim J, Mansoor A, Quist MJ, Matlock KL, Goros MW, Hernandez BS, Doung YC, Thway K, Tsukahara T, Nishio J, Huang ET, Airhart S, Bult CJ, Gandour-Edwards R, Maki RG, Jones RL, Michalek JE, Milovancev M, Ghosh S, Pal R, Keller C. Probabilistic modeling of personalized drug combinations from integrated chemical screen and molecular data in sarcoma. BMC Cancer 2019; 19:593. [PMID: 31208434 PMCID: PMC6580486 DOI: 10.1186/s12885-019-5681-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 05/07/2019] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Cancer patients with advanced disease routinely exhaust available clinical regimens and lack actionable genomic medicine results, leaving a large patient population without effective treatments options when their disease inevitably progresses. To address the unmet clinical need for evidence-based therapy assignment when standard clinical approaches have failed, we have developed a probabilistic computational modeling approach which integrates molecular sequencing data with functional assay data to develop patient-specific combination cancer treatments. METHODS Tissue taken from a murine model of alveolar rhabdomyosarcoma was used to perform single agent drug screening and DNA/RNA sequencing experiments; results integrated via our computational modeling approach identified a synergistic personalized two-drug combination. Cells derived from the primary murine tumor were allografted into mouse models and used to validate the personalized two-drug combination. Computational modeling of single agent drug screening and RNA sequencing of multiple heterogenous sites from a single patient's epithelioid sarcoma identified a personalized two-drug combination effective across all tumor regions. The heterogeneity-consensus combination was validated in a xenograft model derived from the patient's primary tumor. Cell cultures derived from human and canine undifferentiated pleomorphic sarcoma were assayed by drug screen; computational modeling identified a resistance-abrogating two-drug combination common to both cell cultures. This combination was validated in vitro via a cell regrowth assay. RESULTS Our computational modeling approach addresses three major challenges in personalized cancer therapy: synergistic drug combination predictions (validated in vitro and in vivo in a genetically engineered murine cancer model), identification of unifying therapeutic targets to overcome intra-tumor heterogeneity (validated in vivo in a human cancer xenograft), and mitigation of cancer cell resistance and rewiring mechanisms (validated in vitro in a human and canine cancer model). CONCLUSIONS These proof-of-concept studies support the use of an integrative functional approach to personalized combination therapy prediction for the population of high-risk cancer patients lacking viable clinical options and without actionable DNA sequencing-based therapy.
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Affiliation(s)
- Noah E. Berlow
- Children’s Cancer Therapy Development Institute, 12655 SW Beaverdam Road-West, Beaverton, OR 97005 USA
- Electrical and Computer Engineering, Texas Tech University, Lubbock, TX 79409 USA
| | - Rishi Rikhi
- Children’s Cancer Therapy Development Institute, 12655 SW Beaverdam Road-West, Beaverton, OR 97005 USA
| | - Mathew Geltzeiler
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239 USA
- Department of Otolaryngology – Head and Neck Surgery, Oregon Health & Science University, Portland, OR 97239 USA
| | - Jinu Abraham
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239 USA
| | - Matthew N. Svalina
- Children’s Cancer Therapy Development Institute, 12655 SW Beaverdam Road-West, Beaverton, OR 97005 USA
| | - Lara E. Davis
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239 USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239 USA
| | - Erin Wise
- Champions Oncology, Baltimore, MD 21205 USA
| | | | - Jonathan Noujaim
- Royal Marsden Hospital and Institute of Cancer Research, London, SW3 6JJ UK
- Hôpital Maisonneuve-Rosemont, Montreal, H1T 2M4 Canada
| | - Atiya Mansoor
- Department of Pathology, Oregon Health & Science University, Portland, OR 97239 USA
| | - Michael J. Quist
- Center for Spatial Systems Biomedicine Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239 USA
| | - Kevin L. Matlock
- Electrical and Computer Engineering, Texas Tech University, Lubbock, TX 79409 USA
- Omics Data Automation, 12655 SW Beaverdam Road, Beaverton, OR 97005 USA
| | - Martin W. Goros
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX 78229 USA
| | - Brian S. Hernandez
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX 78229 USA
| | - Yee C. Doung
- Department of Orthopedic Surgery, Oregon Health & Science University, Portland, OR 97239 USA
| | - Khin Thway
- Royal Marsden Hospital and Institute of Cancer Research, London, SW3 6JJ UK
| | - Tomohide Tsukahara
- Department of Pathology, Sapporo Medical University School of Medicine, Sapporo, 060-8556 Japan
| | - Jun Nishio
- Department of Orthopaedic Surgery, Faculty of Medicine, Fukuoka University, Fukuoka, 814-0180 Japan
| | - Elaine T. Huang
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239 USA
| | | | | | - Regina Gandour-Edwards
- Department of Pathology & Laboratory Medicine, UC Davis Health System, Sacramento, CA 95817 USA
| | - Robert G. Maki
- Sarcoma Program, Zucker School of Medicine at Hofstra/Northwell & Cold Spring Harbor Laboratory, Long Island, NY 10142 USA
| | - Robin L. Jones
- Royal Marsden Hospital and Institute of Cancer Research, London, SW3 6JJ UK
| | - Joel E. Michalek
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX 78229 USA
| | - Milan Milovancev
- Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR 97331 USA
| | - Souparno Ghosh
- Department of Mathematics and Statistics, Texas Tech University, Lubbock, TX 79409 USA
| | - Ranadip Pal
- Electrical and Computer Engineering, Texas Tech University, Lubbock, TX 79409 USA
| | - Charles Keller
- Children’s Cancer Therapy Development Institute, 12655 SW Beaverdam Road-West, Beaverton, OR 97005 USA
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Clinical utility of custom-designed NGS panel testing in pediatric tumors. Genome Med 2019; 11:32. [PMID: 31133068 PMCID: PMC6537185 DOI: 10.1186/s13073-019-0644-8] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 05/07/2019] [Indexed: 02/06/2023] Open
Abstract
Background Somatic genetic testing is rapidly becoming the standard of care in many adult and pediatric cancers. Previously, the standard approach was single-gene or focused multigene testing, but many centers have moved towards broad-based next-generation sequencing (NGS) panels. Here, we report the laboratory validation and clinical utility of a large cohort of clinical NGS somatic sequencing results in diagnosis, prognosis, and treatment of a wide range of pediatric cancers. Methods Subjects were accrued retrospectively at a single pediatric quaternary-care hospital. Sequence analyses were performed on 367 pediatric cancer samples using custom-designed NGS panels over a 15-month period. Cases were profiled for mutations, copy number variations, and fusions identified through sequencing, and their clinical impact on diagnosis, prognosis, and therapy was assessed. Results NGS panel testing was incorporated meaningfully into clinical care in 88.7% of leukemia/lymphomas, 90.6% of central nervous system (CNS) tumors, and 62.6% of non-CNS solid tumors included in this cohort. A change in diagnosis as a result of testing occurred in 3.3% of cases. Additionally, 19.4% of all patients had variants requiring further evaluation for potential germline alteration. Conclusions Use of somatic NGS panel testing resulted in a significant impact on clinical care, including diagnosis, prognosis, and treatment planning in 78.7% of pediatric patients tested in our institution. Somatic NGS tumor testing should be implemented as part of the routine diagnostic workup of newly diagnosed and relapsed pediatric cancer patients. Electronic supplementary material The online version of this article (10.1186/s13073-019-0644-8) contains supplementary material, which is available to authorized users.
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Sweet-Cordero EA, Biegel JA. The genomic landscape of pediatric cancers: Implications for diagnosis and treatment. Science 2019; 363:1170-1175. [PMID: 30872516 PMCID: PMC7757338 DOI: 10.1126/science.aaw3535] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The past decade has witnessed a major increase in our understanding of the genetic underpinnings of childhood cancer. Genomic sequencing studies have highlighted key differences between pediatric and adult cancers. Whereas many adult cancers are characterized by a high number of somatic mutations, pediatric cancers typically have few somatic mutations but a higher prevalence of germline alterations in cancer predisposition genes. Also noteworthy is the remarkable heterogeneity in the types of genetic alterations that likely drive the growth of pediatric cancers, including copy number alterations, gene fusions, enhancer hijacking events, and chromoplexy. Because most studies have genetically profiled pediatric cancers only at diagnosis, the mechanisms underlying tumor progression, therapy resistance, and metastasis remain poorly understood. We discuss evidence that points to a need for more integrative approaches aimed at identifying driver events in pediatric cancers at both diagnosis and relapse. We also provide an overview of key aspects of germline predisposition for cancer in this age group.
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Affiliation(s)
- E Alejandro Sweet-Cordero
- Department of Pediatrics, Division of Hematology and Oncology, University of California, San Francisco, CA 94158, USA.
| | - Jaclyn A Biegel
- Department of Pathology and Laboratory Medicine, Children's Hospital of Los Angeles, and Keck School of Medicine, University of Southern California, Los Angeles, CA 90027, USA.
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DuBois SG, Corson LB, Stegmaier K, Janeway KA. Ushering in the next generation of precision trials for pediatric cancer. Science 2019; 363:1175-1181. [DOI: 10.1126/science.aaw4153] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Cancer treatment decisions are increasingly based on the genomic profile of the patient’s tumor, a strategy called “precision oncology.” Over the past few years, a growing number of clinical trials and case reports have provided evidence that precision oncology is an effective approach for at least some children with cancer. Here, we review key factors influencing pediatric drug development in the era of precision oncology. We describe an emerging regulatory framework that is accelerating the pace of clinical trials in children as well as design challenges that are specific to trials that involve young cancer patients. Last, we discuss new drug development approaches for pediatric cancers whose growth relies on proteins that are difficult to target therapeutically, such as transcription factors.
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Precision Medicine in Pediatric Cancer: Current Applications and Future Prospects. High Throughput 2018; 7:ht7040039. [PMID: 30551569 PMCID: PMC6306856 DOI: 10.3390/ht7040039] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 12/05/2018] [Accepted: 12/07/2018] [Indexed: 12/14/2022] Open
Abstract
Precision oncologic medicine is an emerging approach for cancer treatment that has recently taken giant steps in solid clinical practice. Recent advances in molecular diagnostics that can analyze the individual tumor’s variability in genes have provided greater understanding and additional strategies to treat cancers. Although tumors can be tested by several molecular methods, the use of next-generation sequencing (NGS) has greatly facilitated our understanding of pediatric cancer and identified additional therapeutic opportunities. Pediatric tumors have a different genetic make-up, with a fewer number of actionable targets than adult tumors. Nevertheless, precision oncology in the pediatric population has greatly improved the survival of patients with leukemia and solid tumors. This review discusses the current status of pediatric precision oncology and the different clinical scenarios in which it can be effectively applied.
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Cole BL, Lockwood CM, Stasi S, Stevens J, Lee A, Ojemann JG, Ellenbogen RG, Leary SE. Year 1 in the Molecular Era of Pediatric Brain Tumor Diagnosis: Application of Universal Clinical Targeted Sequencing in an Unselected Cohort of Children. JCO Precis Oncol 2018; 2:1-13. [DOI: 10.1200/po.17.00151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose Next-generation sequencing is gaining acceptance as a clinical tool to aid diagnosis and guide treatment of pediatric cancer. Prior pilot studies have evaluated the feasibility and utility of clinical genomic profiling in a subset of selected patients with brain tumors. Here, we report an unselected prospective cohort study to evaluate the clinical use of universal targeted sequencing in pediatric patients with brain tumors. Methods We applied a universal sequencing protocol for all tumors of the CNS undergoing diagnostic workup at Seattle Children’s Hospital during the study period of November 2015 to November 2016. All tumors were sequenced using the UW-OncoPlex platform, which is a multiplexed targeted deep gene sequencing panel that detects genetic alterations in 262 cancer-related genes performed in a College of American Pathologists–accredited Clinical Laboratory Improvements Amendments–certified laboratory. Results Eighty-eight patients underwent diagnostic evaluation during the study period, of which 85 tumors (95%) yielded sufficient DNA for sequencing, including 59 newly diagnosed and 26 relapsed. Clinically relevant genetic alterations were identified in 68 of 85 patients (80%). Of these, 57 (67%) had disease-defining or disease-modifying mutations, 44 (52%) had potentially targetable mutations, and 31 (36%) had mutations requiring germline follow-up. As of the last follow-up, seven patients had been prescribed targeted agents on the basis of sequencing results, and nine had confirmed deleterious germline mutations. Conclusion Clinically validated molecular profiling of pediatric brain tumors aids diagnosis and treatment of patients with a variety of high- and low-grade primary and relapsed pediatric brain tumors.
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Affiliation(s)
- Bonnie L. Cole
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Christina M. Lockwood
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Shannon Stasi
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Jeffrey Stevens
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Amy Lee
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Jeffrey G. Ojemann
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Richard G. Ellenbogen
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
| | - Sarah E.S. Leary
- Bonnie L. Cole, Shannon Stasi, Jeffrey Stevens, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, Seattle Children’s Hospital; Bonnie L. Cole, Christina M. Lockwood, Amy Lee, Jeffrey G. Ojemann, Richard G. Ellenbogen, and Sarah E.S. Leary, University of Washington, Seattle, WA
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Clinical cancer genomic profiling by three-platform sequencing of whole genome, whole exome and transcriptome. Nat Commun 2018; 9:3962. [PMID: 30262806 PMCID: PMC6160438 DOI: 10.1038/s41467-018-06485-7] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 08/24/2018] [Indexed: 12/17/2022] Open
Abstract
To evaluate the potential of an integrated clinical test to detect diverse classes of somatic and germline mutations relevant to pediatric oncology, we performed three-platform whole-genome (WGS), whole exome (WES) and transcriptome (RNA-Seq) sequencing of tumors and normal tissue from 78 pediatric cancer patients in a CLIA-certified, CAP-accredited laboratory. Our analysis pipeline achieves high accuracy by cross-validating variants between sequencing types, thereby removing the need for confirmatory testing, and facilitates comprehensive reporting in a clinically-relevant timeframe. Three-platform sequencing has a positive predictive value of 97–99, 99, and 91% for somatic SNVs, indels and structural variations, respectively, based on independent experimental verification of 15,225 variants. We report 240 pathogenic variants across all cases, including 84 of 86 known from previous diagnostic testing (98% sensitivity). Combined WES and RNA-Seq, the current standard for precision oncology, achieved only 78% sensitivity. These results emphasize the critical need for incorporating WGS in pediatric oncology testing. Clinical oncology is rapidly adopting next-generation sequencing technology for nucleotide variant and indel detection. Here the authors present a three-platform approach (whole-genome, whole-exome, and whole-transcriptome) in pediatric patients for the detection of diverse types of germline and somatic variants.
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Itenov TS, Murray DD, Jensen JUS. Sepsis: Personalized Medicine Utilizing 'Omic' Technologies-A Paradigm Shift? Healthcare (Basel) 2018; 6:healthcare6030111. [PMID: 30205441 PMCID: PMC6163606 DOI: 10.3390/healthcare6030111] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 09/04/2018] [Accepted: 09/05/2018] [Indexed: 01/04/2023] Open
Abstract
Sepsis has over the years proven a considerable challenge to physicians and researchers. Numerous pharmacological and non-pharmacological interventions have been tested in trials, but have unfortunately failed to improve the general prognosis. This has led to the speculation that the sepsis population may be too heterogeneous to be targeted with the traditional one treatment suits all’ approach. Recent advances in genetic and biochemical analyses now allow genotyping and biochemical characterisation of large groups of patients via the ‘omics’ technologies. These new opportunities could lead to a paradigm shift in the approach to sepsis towards personalised treatments with interventions targeted towards specific pathophysiological mechanisms activated in the patient. In this article, we review the potentials and pitfalls of using new advanced technologies to deepen our understanding of the clinical syndrome of sepsis.
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Affiliation(s)
| | | | - Jens Ulrik Stæhr Jensen
- PERSIMUNE, Rigshospitalet, Copenhagen DK-2100, Denmark.
- Department of Internal Medicine C, Respiratory Medicine Section, Herlev-Gentofte Hospital, Hellerup DK-2900, Denmark.
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