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Ma W, Tang W, Kwok JS, Tong AH, Lo CW, Chu AT, Chung BH. A review on trends in development and translation of omics signatures in cancer. Comput Struct Biotechnol J 2024; 23:954-971. [PMID: 38385061 PMCID: PMC10879706 DOI: 10.1016/j.csbj.2024.01.024] [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: 10/27/2023] [Revised: 01/31/2024] [Accepted: 01/31/2024] [Indexed: 02/23/2024] Open
Abstract
The field of cancer genomics and transcriptomics has evolved from targeted profiling to swift sequencing of individual tumor genome and transcriptome. The steady growth in genome, epigenome, and transcriptome datasets on a genome-wide scale has significantly increased our capability in capturing signatures that represent both the intrinsic and extrinsic biological features of tumors. These biological differences can help in precise molecular subtyping of cancer, predicting tumor progression, metastatic potential, and resistance to therapeutic agents. In this review, we summarized the current development of genomic, methylomic, transcriptomic, proteomic and metabolic signatures in the field of cancer research and highlighted their potentials in clinical applications to improve diagnosis, prognosis, and treatment decision in cancer patients.
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Affiliation(s)
- Wei Ma
- Hong Kong Genome Institute, Hong Kong, China
| | - Wenshu Tang
- Hong Kong Genome Institute, Hong Kong, China
| | | | | | | | | | - Brian H.Y. Chung
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Hong Kong Genome Project
- Hong Kong Genome Institute, Hong Kong, China
- Department of Pediatrics and Adolescent Medicine, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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2
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Geoerger B, Bautista F, André N, Berlanga P, Gatz SA, Marshall LV, Rubino J, Archambaud B, Marchais A, Rubio-San-Simón A, Ducassou S, Zwaan CM, Casanova M, Nysom K, Pellegrino S, Hoog-Labouret N, Buzyn A, Blanc P, Paoletti X, Vassal G. Precision cancer medicine platform trials: Concepts and design of AcSé-ESMART. Eur J Cancer 2024; 208:114201. [PMID: 39018630 DOI: 10.1016/j.ejca.2024.114201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/23/2024] [Accepted: 06/27/2024] [Indexed: 07/19/2024]
Abstract
Precision cancer medicine brought the promise of improving outcomes for patients with cancer. High-throughput molecular profiling of tumors at treatment failure aims to direct a patient to a treatment matched to the tumor profile. In this way, improved outcome has been achieved in a small number of patients whose tumors exhibit unique targetable oncogenic drivers. Most cancers, however, contain multiple genetic alterations belonging to and of various hallmarks of cancer; for most of these alterations, there is limited knowledge on the level of evidence, their hierarchical roles in oncogenicity, and utility as biomarkers for response to targeted treatment(s). We developed a proof-of-concept trial that explores new treatment strategies in a molecularly-enriched tumor-agnostic, pediatric population. The evaluation of novel agents, including first-in-child molecules, alone or in combination, is guided by the available understanding of or hypotheses for the mechanisms of action of the diverse cancer events. Main objectives are: to determine 1) recommended phase 2 doses, 2) activity signals to provide the basis for disease specific development, and 3) to define new predictive biomarkers. Here we outline concepts, rationales and designs applied in the European AcSé-ESMART trial and highlight the feasibility but also complexity and challenges of such innovative platform trials.
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Affiliation(s)
- Birgit Geoerger
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Université Paris-Saclay, Villejuif, France; Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France.
| | - Francisco Bautista
- Hospital Niño Jesús, Department of Pediatric Oncology, Hematology and Stem Cell Transplantation, Madrid, Spain; Princess Maxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Nicolas André
- Hôpital de la Timone, Department of Pediatric Oncology, AP-HM, Marseille, France; UMR INSERM 1068, CNRS UMR 7258, Aix Marseille Université U105, Marseille Cancer Research Center (CRCM), France; Metronomics Global Health Initiative, Marseille, France
| | - Pablo Berlanga
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Université Paris-Saclay, Villejuif, France
| | - Susanne A Gatz
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Lynley V Marshall
- Royal Marsden Hospital NHS Foundation Trust Paediatric and Adolescent Oncology Drug Development Unit, and & The Institute of Cancer Research, Division of Clinical Studies, London, United Kingdom
| | - Jonathan Rubino
- Gustave Roussy Cancer Campus, Clinical Research Direction, Université Paris-Saclay, Villejuif, France
| | - Baptiste Archambaud
- Inserm, Université Paris-Saclay, CESP U1018, Oncostat, labeled Ligue Contre le Cancer, Villejuif, France; Gustave Roussy Cancer Campus, Office of Biostatistics and Epidemiology, Université Paris-Saclay, Villejuif, France, Université Paris-Saclay, CESP U1018, Oncostat, labeled Ligue Contre le Cancer, Villejuif, France
| | - Antonin Marchais
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Université Paris-Saclay, Villejuif, France; Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Alba Rubio-San-Simón
- Hospital Niño Jesús, Department of Pediatric Oncology, Hematology and Stem Cell Transplantation, Madrid, Spain
| | - Stephane Ducassou
- Centre Hospitalier Universitaire Pellegrin - Hôpital des Enfants, Bordeaux, France
| | - C Michel Zwaan
- Princess Maxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Pediatric Oncology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Michela Casanova
- Fondazione IRCCS Istituto Nazionale dei Tumori, Pediatric Oncology Unit, Milan, Italy
| | - Karsten Nysom
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Sophie Pellegrino
- Gustave Roussy Cancer Campus, Clinical Research Direction, Université Paris-Saclay, Villejuif, France
| | | | - Agnes Buzyn
- Institut National de Cancer, Boulogne, France
| | | | - Xavier Paoletti
- Inserm, Université Paris-Saclay, CESP U1018, Oncostat, labeled Ligue Contre le Cancer, Villejuif, France; Gustave Roussy Cancer Campus, Office of Biostatistics and Epidemiology, Université Paris-Saclay, Villejuif, France, Université Paris-Saclay, CESP U1018, Oncostat, labeled Ligue Contre le Cancer, Villejuif, France
| | - Gilles Vassal
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Université Paris-Saclay, Villejuif, France; Gustave Roussy Cancer Campus, Clinical Research Direction, Université Paris-Saclay, Villejuif, France
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3
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Matt GY, Sioson E, Shelton K, Wang J, Lu C, Zaldivar Peraza A, Gangwani K, Paul R, Reilly C, Acić A, Liu Q, Sandor SR, McLeod C, Patel J, Wang F, Im C, Wang Z, Sapkota Y, Wilson CL, Bhakta N, Ness KK, Armstrong GT, Hudson MM, Robison LL, Zhang J, Yasui Y, Zhou X. St. Jude Survivorship Portal: Sharing and Analyzing Large Clinical and Genomic Datasets from Pediatric Cancer Survivors. Cancer Discov 2024; 14:1403-1417. [PMID: 38593228 PMCID: PMC11294819 DOI: 10.1158/2159-8290.cd-23-1441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/08/2024] [Accepted: 03/26/2024] [Indexed: 04/11/2024]
Abstract
Childhood cancer survivorship studies generate comprehensive datasets comprising demographic, diagnosis, treatment, outcome, and genomic data from survivors. To broadly share this data, we created the St. Jude Survivorship Portal (https://survivorship.stjude.cloud), the first data portal for sharing, analyzing, and visualizing pediatric cancer survivorship data. More than 1,600 phenotypic variables and 400 million genetic variants from more than 7,700 childhood cancer survivors can be explored on this free, open-access portal. Summary statistics of variables are computed on-the-fly and visualized through interactive and customizable charts. Survivor cohorts can be customized and/or divided into groups for comparative analysis. Users can also seamlessly perform cumulative incidence and regression analyses on the stored survivorship data. Using the portal, we explored the ototoxic effects of platinum-based chemotherapy, uncovered a novel association between mental health, age, and limb amputation, and discovered a novel haplotype in MAGI3 strongly associated with cardiomyopathy specifically in survivors of African ancestry. Significance: The St. Jude Survivorship Portal is the first data portal designed to share and explore clinical and genetic data from childhood cancer survivors. The portal provides both open- and controlled-access features and will fulfill a wide range of data sharing needs of the survivorship research community and beyond. See co-corresponding author Xin Zhou discuss this research article, published simultaneously at the AACR Annual Meeting 2024: https://vimeo.com/932617204/7d99fa4958.
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Affiliation(s)
- Gavriel Y. Matt
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Edgar Sioson
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Kyla Shelton
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Jian Wang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Congyu Lu
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Airen Zaldivar Peraza
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Karishma Gangwani
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Robin Paul
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Colleen Reilly
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Aleksandar Acić
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Qi Liu
- School of Public Health, University of Alberta, Edmonton, Canada.
| | - Stephanie R. Sandor
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Clay McLeod
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Jaimin Patel
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Fan Wang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Cindy Im
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota.
| | - Zhaoming Wang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Carmen L. Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee.
- School of Public Health, University of Alberta, Edmonton, Canada.
| | - Xin Zhou
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee.
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4
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Hu B, Kirkey D, Wakeling A, McGuinness M, Kreimer S, Crane J, Spunt SL. Opportunities for Improving Detection of Cancer Predisposition Syndromes in Pediatric Solid Tumor Patients. J Pediatr Hematol Oncol 2024; 46:311-318. [PMID: 38884491 DOI: 10.1097/mph.0000000000002897] [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: 12/05/2023] [Accepted: 05/05/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Detection of cancer predisposition syndromes (CPS) depends on identifying risk factors, including tumor type, family history, and physical findings, to prompt referral for genetic counseling/testing. Whether pediatric oncology providers (POPs) collect adequate family history information is unknown. METHODS A single-institution retrospective chart review of solid tumor patients <18 years of age referred for a CPS evaluation between January 1, 2017 and January 31, 2019 was performed. POP adherence to American Society of Clinical Oncology (ASCO) family history collection recommendations was measured and compared with genetic counselor performance. Whether sufficient family history was documented to satisfy the criteria of three genetic counseling referral guidelines [American College of Medical Genetics (ACMG), updated Jongmans (UJ), and McGill Interactive Pediatric OncoGenetic Guidelines (MIPOGG)] was evaluated. RESULTS POPs and genetic counselors achieved all 6 ASCO family history metrics in 3% and 99% of 129 eligible cases, respectively. POPs failed to document sufficient family history to satisfy genetic counseling referral criteria in most cases (74% ACMG, 73% UJ, 79% MIPOGG). CONCLUSIONS POPs perform poorly in family history collection, raising concern that some patients at risk for a CPS based on their family history may not be referred for genetic counseling/testing. Interventions to improve family history collection are needed to enhance CPS detection.
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Affiliation(s)
- Benjamin Hu
- Department of Pediatrics, Stanford University School of Medicine
| | - Danielle Kirkey
- Department of Pediatrics, Stanford University School of Medicine
| | - Adrienne Wakeling
- Bass Center for Childhood Cancer and Blood Diseases, Stanford Medicine Children's Health, Palo Alto, CA
| | - Molly McGuinness
- Bass Center for Childhood Cancer and Blood Diseases, Stanford Medicine Children's Health, Palo Alto, CA
| | - Sara Kreimer
- Department of Pediatrics, Stanford University School of Medicine
| | - Jacquelyn Crane
- Department of Pediatrics, Stanford University School of Medicine
| | - Sheri L Spunt
- Department of Pediatrics, Stanford University School of Medicine
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5
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Luo M, Wong D, Zelley K, Wu J, Schubert J, Denenberg EH, Fanning EA, Chen J, Gallo D, Golenberg N, Patel M, Conlin LK, Maxwell KN, Wertheim GB, Surrey LF, Zhong Y, Brodeur GM, MacFarland SP, Li MM. Identification of TP53 germline variants in pediatric patients undergoing tumor testing: strategy and prevalence. J Natl Cancer Inst 2024; 116:1356-1365. [PMID: 38702830 DOI: 10.1093/jnci/djae102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/08/2024] [Accepted: 04/30/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND TP53 alterations are common in certain pediatric cancers, making identification of putative germline variants through tumor genomic profiling crucial for disease management. METHODS We analyzed TP53 alterations in 3123 tumors from 2788 pediatric patients sequenced using tumor-only or tumor-normal paired panels. Germline confirmatory testing was performed when indicated. Somatic and germline variants were classified based on published guidelines. RESULTS In 248 tumors from 222 patients, 284 tier 1/2 TP53 sequence and small copy number variants were detected. Following germline classification, 86.6% of 142 unique variants were pathogenic or likely pathogenic. Confirmatory testing on 118 patients revealed germline TP53 variants in 28 of them (23 pathogenic or likely pathogenic and 5 of uncertain significance), suggesting a minimum Li-Fraumeni syndrome incidence of 0.8% (23/2788) in this cohort, 10.4% (23/222) in patients with TP53 variant-carrying tumors, and 19.5% (23/118) with available normal samples. About 25% (7/28) of patients with germline TP53 variants did not meet Li-Fraumeni syndrome diagnostic or testing criteria, while 20.9% (28/134) with confirmed or inferred somatic origins did. TP53 biallelic inactivation occurred in 75% of germline carrier tumors and was also prevalent in other groups, causing an elevated tumor-observed variant allelic fraction. Somatic evidence, however, including low variant allele fraction correctly identified only 27.8% (25/90) of patients with confirmed somatic TP53 variants. CONCLUSION The high incidence and variable phenotype of Li-Fraumeni syndrome in this cohort highlights the importance of assessing germline status of TP53 variants identified in all pediatric tumors. Without clear somatic evidence, distinguishing somatic from germline origins is challenging. Classifying germline and somatic variants should follow appropriate guidelines.
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Affiliation(s)
- Minjie Luo
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Derek Wong
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kristin Zelley
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jinhua Wu
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jeffery Schubert
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Elizabeth H Denenberg
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Elizabeth A Fanning
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jiani Chen
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Daniel Gallo
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Netta Golenberg
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Maha Patel
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Laura K Conlin
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kara N Maxwell
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
| | - Gerald B Wertheim
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lea F Surrey
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yiming Zhong
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Garrett M Brodeur
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Suzanne P MacFarland
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Marilyn M Li
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Vu M, Degeling K, Ryland GL, Hofmann O, Ng AP, Westerman D, IJzerman MJ. Economic Impact of Whole Genome Sequencing and Whole Transcriptome Sequencing Versus Routine Diagnostic Molecular Testing to Stratify Patients with B-Cell Acute Lymphoblastic Leukemia. J Mol Diagn 2024; 26:673-684. [PMID: 39059881 DOI: 10.1016/j.jmoldx.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 03/28/2024] [Accepted: 04/15/2024] [Indexed: 07/28/2024] Open
Abstract
Whole genome and whole transcriptome sequencing (WGTS) can accurately distinguish B-cell acute lymphoblastic leukemia (B-ALL) genomic subtypes. However, whether this is economically viable remains unclear. This study compared the direct costs and molecular subtype classification yield using different testing strategies for WGTS in adolescent and young adult/adult patients with B-ALL. These approaches were: (1) combined BCR::ABL1 by fluorescence in situ hybridization (FISH) + WGTS for all patients; and (2) sequential BCR::ABL1 FISH + WGTS contingent on initial BCR::ABL1 FISH test outcome. The cost of routine diagnostic testing was estimated using Medicare or hospital fees, and the additional cost of WGTS was evaluated from the health care provider perspective using time-driven activity-based costing with resource identification elicited from experts. Molecular subtype classification yield data were derived from literature sources. Parameter uncertainty was assessed through deterministic sensitivity analysis; additional scenario analyses were performed. The total per patient cost of WGTS was $4319 (all costs reported in US dollars); consumables accounted for 74% of the overall cost, primarily driven by sequencing-related consumables. The incremental cost per additional patient categorized into molecular subtype was $8498 for combined BCR::ABL1 FISH + WGTS for all patients and $5656 for initial BCR::ABL1 FISH + WGTS for select patients compared with routine diagnostic testing. A reduction in the consumable costs of WGTS or an increase in the yield of molecular subtype classification is favorable.
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Affiliation(s)
- Martin Vu
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Cancer Health Services Research, Centre for Health Policy, Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Koen Degeling
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Cancer Health Services Research, Centre for Health Policy, Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Georgina L Ryland
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Oliver Hofmann
- Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Department of Clinical Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ashley P Ng
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia; Clinical Haematology, Peter MacCallum Cancer Centre/Royal Melbourne Hospital, Melbourne, Victoria, Australia; WEHI (Walter and Eliza Hall Institute of Medical Research), Melbourne, Victoria, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia; Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - David Westerman
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia; Department of Clinical Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Maarten J IJzerman
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Cancer Health Services Research, Centre for Health Policy, Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Erasmus School of Health Policy and Management, Rotterdam, The Netherlands.
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7
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Bautista F, Verdú-Amorós J, Geoerger B, Rubio-San-Simón A, Paoletti X, Zwaan CM, Casanova M, Marshall LV, Carceller F, Doz F, Lecinse C, Vassal G, Pearson ADJ, Kearns P, Moreno L. Evolution of the Innovative Therapies for Children With Cancer Consortium Trial Portfolio for Drug Development for Children With Cancer. J Clin Oncol 2024; 42:2516-2526. [PMID: 38743911 DOI: 10.1200/jco.23.01237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 02/09/2024] [Accepted: 02/29/2024] [Indexed: 05/16/2024] Open
Abstract
PURPOSE The aim of the Innovative Therapies for Children with Cancer (ITCC) consortium is to improve access to novel therapies for children and adolescents with cancer. The evolution of the ITCC clinical trial portfolio since 2003 was reviewed. METHODS All ITCC-labeled phase I/II trials opened between January 1, 2003 and February 3, 2018 were analyzed in two periods (2003-2010 and 2011-2018), and data were extracted from the ITCC database, regulatory agencies' registries, and publications. RESULTS Sixty-one trials (62% industry-sponsored) enrolled 3,198 patients. The number of trials in the second period increased by almost 300% (16 v 45). All biomarker-driven trials (n = 14) were conducted in the second period. The use of rolling six and model-based designs increased (1 of 9, 11% v 21 of 31, 68%), and that of 3 + 3 designs decreased (5 of 9, 55% v 5 of 31, 16%; P = .014). The proportion of studies evaluating chemotherapeutics only decreased (5 of 16, 31% v 4 of 45, 9%), the proportion of single-agent targeted therapies did not change (9 of 16, 56.2% v 24 of 45, 53.3%), the proportion of combination targeted therapies trials increased (2 of 16, 12%, v 17 of 45, 38%), the proportion of randomized phase II trials increased (1 of 7, 14% v 8 of 14, 57%). More trials were part of a pediatric investigation plan in the second period (4 of 16, 25% v 21 of 45, 46%). The median time for Ethics Committees' approvals was 1.7 times longer for academic compared with industry-sponsored trials. CONCLUSION This study reports a shift in the paradigm of early drug development for childhood cancers, with more biologically relevant targets evaluated in biomarker-driven trials or in combination with other therapies and with more model-based or randomized designs and a greater focus on fulfilling regulatory requirements. Improvement of trial setup and recruitment could increase the number of patients benefiting from novel agents.
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Affiliation(s)
- Francisco Bautista
- Division of Pediatric Hematology and Oncology, Hospital Universitario Niño Jesús, Madrid, Spain
- Princess Máxima Center, Utrecht, the Netherlands
| | - Jaime Verdú-Amorós
- Division of Pediatric Hematology and Oncology, Hospital Universitario Niño Jesús, Madrid, Spain
- Division of Pediatric Hematology and Oncology, Hospital Clínico Universitario de Valencia, Biomedical Research Institute, INCLIVA, Valencia, Spain
| | - Birgit Geoerger
- Pediatric and Adolescent Oncology Department, Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Alba Rubio-San-Simón
- Division of Pediatric Hematology and Oncology, Hospital Universitario Niño Jesús, Madrid, Spain
| | - Xavier Paoletti
- Institut Curie & Université Versailles St Quentin & INSERM U900 STAMPM, Paris, France
| | - C Michel Zwaan
- Princess Máxima Center, Utrecht, the Netherlands
- Department of Pediatric Oncology, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Michela Casanova
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Lynley V Marshall
- Pediatric and Adolescent Oncology Drug Development, Children & Young People's Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Clinical Studies and Cancer Therapeutics, The Institute of Cancer Research, London, United Kingdom
| | - Fernando Carceller
- Pediatric and Adolescent Oncology Drug Development, Children & Young People's Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Clinical Studies and Cancer Therapeutics, The Institute of Cancer Research, London, United Kingdom
| | - Francois Doz
- SIREDO Cancer Center (Care, Innovation and Research in Pediatric, Adolescents, and Young Adults Oncology), Curie Institute Paris, and University Paris Cité, Paris, France
| | - Carole Lecinse
- Innovative Therapies for Children with Cancer, Gustave Roussy Cancer Campus, Villejuif, France
| | - Gilles Vassal
- Innovative Therapies for Children with Cancer, Gustave Roussy Cancer Campus, Villejuif, France
| | - Andrew D J Pearson
- Pediatric and Adolescent Oncology Drug Development, Children & Young People's Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Pamela Kearns
- Institute of Cancer and Genomic Sciences, NIHR Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, United Kingdom
| | - Lucas Moreno
- Division of Pediatric Hematology and Oncology, Hospital Universitari Vall d'Hebron, Barcelona, Spain
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8
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Forrest SJ, Gupta H, Ward A, Li YY, Doan D, Al-Ibraheemi A, Alexandrescu S, Bandopadhayay P, Shusterman S, Mullen EA, Collins NB, Chi SN, Wright KD, Kumari P, Mazor T, Ligon KL, Shivdasani P, Manam M, MacConaill LE, Ceca E, Benich SN, London WB, Schilsky RL, Bruinooge SS, Guidry Auvil JM, Cerami E, Rollins BJ, Meyerson ML, Lindeman NI, Johnson BE, Cherniak AD, Church AJ, Janeway KA. Molecular profiling of 888 pediatric tumors informs future precision trials and data-sharing initiatives in pediatric cancer. Nat Commun 2024; 15:5837. [PMID: 38992034 PMCID: PMC11239876 DOI: 10.1038/s41467-024-49944-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 06/18/2024] [Indexed: 07/13/2024] Open
Abstract
To inform clinical trial design and real-world precision pediatric oncology practice, we classified diagnoses, assessed the landscape of mutations, and identified genomic variants matching trials in a large unselected institutional cohort of solid tumors patients sequenced at Dana-Farber / Boston Children's Cancer and Blood Disorders Center. Tumors were sequenced with OncoPanel, a targeted next-generation DNA sequencing panel. Diagnoses were classified according to the International Classification of Diseases for Oncology (ICD-O-3.2). Over 6.5 years, 888 pediatric cancer patients with 95 distinct diagnoses had successful tumor sequencing. Overall, 33% (n = 289/888) of patients had at least 1 variant matching a precision oncology trial protocol, and 14% (41/289) were treated with molecularly targeted therapy. This study highlights opportunities to use genomic data from hospital-based sequencing performed either for research or clinical care to inform ongoing and future precision oncology clinical trials. Furthermore, the study results emphasize the importance of data sharing to define the genomic landscape and targeted treatment opportunities for the large group of rare pediatric cancers we encounter in clinical practice.
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Affiliation(s)
- Suzanne J Forrest
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Hersh Gupta
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Abigail Ward
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Yvonne Y Li
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Duong Doan
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Alyaa Al-Ibraheemi
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Sanda Alexandrescu
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Pratiti Bandopadhayay
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Suzanne Shusterman
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Elizabeth A Mullen
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Natalie B Collins
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Susan N Chi
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Karen D Wright
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Tali Mazor
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Keith L Ligon
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | | | | | | | - Evelina Ceca
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Sidney N Benich
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Wendy B London
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | | | | | | | - Barrett J Rollins
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Matthew L Meyerson
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Bruce E Johnson
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Andrew D Cherniak
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alanna J Church
- Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | - Katherine A Janeway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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9
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Lau LMS, Khuong-Quang DA, Mayoh C, Wong M, Barahona P, Ajuyah P, Senapati A, Nagabushan S, Sherstyuk A, Altekoester AK, Fuentes-Bolanos NA, Yeung V, Sullivan A, Omer N, Diamond Y, Jessop S, Battaglia L, Zhukova N, Cui L, Lin A, Gifford AJ, Fleuren EDG, Dalla-Pozza L, Moore AS, Khaw SL, Eisenstat DD, Gottardo NG, Wood PJ, Tapp H, Alvaro F, McCowage G, Nicholls W, Hansford JR, Manoharan N, Kotecha RS, Mateos MK, Lock RB, Tyrrell V, Haber M, Trahair TN, Cowley MJ, Ekert PG, Marshall GM, Ziegler DS. Precision-guided treatment in high-risk pediatric cancers. Nat Med 2024; 30:1913-1922. [PMID: 38844796 PMCID: PMC11271405 DOI: 10.1038/s41591-024-03044-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 05/06/2024] [Indexed: 07/21/2024]
Abstract
Recent research showed that precision medicine can identify new treatment strategies for patients with childhood cancers. However, it is unclear which patients will benefit most from precision-guided treatment (PGT). Here we report consecutive data from 384 patients with high-risk pediatric cancer (with an expected cure rate of less than 30%) who had at least 18 months of follow-up on the ZERO Childhood Cancer Precision Medicine Program PRecISion Medicine for Children with Cancer (PRISM) trial. A total of 256 (67%) patients received PGT recommendations and 110 (29%) received a recommended treatment. PGT resulted in a 36% objective response rate and improved 2-year progression-free survival compared with standard of care (26% versus 12%; P = 0.049) or targeted agents not guided by molecular findings (26% versus 5.2%; P = 0.003). PGT based on tier 1 evidence, PGT targeting fusions or commenced before disease progression had the greatest clinical benefit. Our data show that PGT informed by comprehensive molecular profiling significantly improves outcomes for children with high-risk cancers. ClinicalTrials.gov registration: NCT03336931.
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Affiliation(s)
- Loretta M S Lau
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Dong-Anh Khuong-Quang
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Marie Wong
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Paulette Barahona
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Pamela Ajuyah
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Akanksha Senapati
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Sumanth Nagabushan
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Alexandra Sherstyuk
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Ann-Kristin Altekoester
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Noemi A Fuentes-Bolanos
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Veronica Yeung
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Ashleigh Sullivan
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
| | - Natacha Omer
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Yonatan Diamond
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Sophie Jessop
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Lauren Battaglia
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
| | - Nataliya Zhukova
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Louise Cui
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Angela Lin
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | - Andrew J Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Anatomical Pathology, NSW Health Pathology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Emmy D G Fleuren
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Luciano Dalla-Pozza
- Cancer Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Andrew S Moore
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
| | - Seong-Lin Khaw
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - David D Eisenstat
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
| | - Nicholas G Gottardo
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Paul J Wood
- Children's Cancer Centre, Monash Children's Hospital, Melbourne, Victoria, Australia
- Centre for Cancer Research, Hudson Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Paediatrics, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Heather Tapp
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Frank Alvaro
- Children's Cancer and Blood Disorders, John Hunter Children's Hospital, University of Newcastle, Newcastle, New South Wales, Australia
| | - Geoffrey McCowage
- Cancer Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Wayne Nicholls
- Oncology Services Group, Children's Health Queensland Hospital & Health Service, Brisbane, Queensland, Australia
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Jordan R Hansford
- Children's Cancer Centre, Royal Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, Adelaide, South Australia, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
- South Australia Health and Medical Research Institute, Adelaide, South Australia, Australia
- South Australian immunoGENomics Cancer Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Neevika Manoharan
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Rishi S Kotecha
- Department of Paediatric and Adolescent Oncology and Haematology, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- Curtin Medical School, Curtin University, Perth, Western Australia, Australia
| | - Marion K Mateos
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- UNSW Centre for Childhood Cancer Research, UNSW Sydney, Sydney, New South Wales, Australia
| | - Vanessa Tyrrell
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Toby N Trahair
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Mark J Cowley
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Paul G Ekert
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Paediatrics, Murdoch Children's Research Institute, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Glenn M Marshall
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - David S Ziegler
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia.
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia.
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10
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Mangum R, Lin FY, Parsons DW. Recent Advancements and Innovations in Pediatric Precision Oncology. J Pediatr Hematol Oncol 2024; 46:262-271. [PMID: 38857189 DOI: 10.1097/mph.0000000000002871] [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: 08/26/2023] [Accepted: 03/29/2024] [Indexed: 06/12/2024]
Abstract
Precision oncology incorporates comprehensive genomic profiling into the individualized clinical care of pediatric cancer patients. In recent years, comprehensive pan-cancer analyses have led to the successful implementation of genomics-based pediatric trials and accelerated approval of novel targeted agents. In addition, disease-specific studies have resulted in molecular subclassification of myriad cancer types with subsequent tailoring of treatment intensity based on the patient's prognostic factors. This review discusses the progress of the field and highlights developments that are leading to more personalized cancer care and improved patient outcomes. Increased understanding of the evolution of precision oncology over recent decades emphasizes the tremendous impact of improved genomic applications. New technologies and improved diagnostic modalities offer further promise for future advancements within the field.
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Affiliation(s)
- Ross Mangum
- Center for Cancer and Blood Disorders, Phoenix Children's Hospital, Phoenix, AZ
| | - Frank Y Lin
- Department of Pediatrics, Texas Children's Cancer Center
- The Dan L. Duncan Cancer Center
| | - D Williams Parsons
- Department of Pediatrics, Texas Children's Cancer Center
- The Dan L. Duncan Cancer Center
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
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11
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Boer JM, Ilan U, Boeree A, Langenberg KPS, Koster J, Koudijs MJ, Hehir-Kwa JY, Nierkens S, Rossi C, Molenaar JJ, Goemans BF, den Boer ML, Zwaan CM. Oncogenic and immunological targets for matched therapy of pediatric blood cancer patients: Dutch iTHER study experience. Hemasphere 2024; 8:e122. [PMID: 39011126 PMCID: PMC11247331 DOI: 10.1002/hem3.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/15/2024] [Accepted: 06/04/2024] [Indexed: 07/17/2024] Open
Abstract
Over the past 10 years, institutional and national molecular tumor boards have been implemented for relapsed or refractory pediatric cancer to prioritize targeted drugs for individualized treatment based on actionable oncogenic lesions, including the Dutch iTHER platform. Hematological malignancies form a minority in precision medicine studies. Here, we report on 56 iTHER leukemia/lymphoma patients for which we considered cell surface markers and oncogenic aberrations as actionable events, supplemented with ex vivo drug sensitivity for six patients. Prior to iTHER registration, 34% of the patients had received allogeneic hematopoietic cell transplantation (HCT) and 18% CAR-T therapy. For 51 patients (91%), a sample with sufficient tumor percentage (≥20%) required for comprehensive diagnostic testing was obtained. Up to 10 oncogenic actionable events were prioritized in 49/51 patients, and immunotherapy targets were identified in all profiled patients. Targeted treatment(s) based on the iTHER advice was given to 24 of 51 patients (47%), including immunotherapy in 17 patients, a targeted drug matching an oncogenic aberration in 12 patients, and a drug based on ex vivo drug sensitivity in one patient, resulting in objective responses and a bridge to HCT in the majority of the patients. In conclusion, comprehensive profiling of relapsed/refractory hematological malignancies showed multiple oncogenic and immunotherapy targets for a precision medicine approach, which requires multidisciplinary expertise to prioritize the best treatment options for this rare, heavily pretreated pediatric population.
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Affiliation(s)
- Judith M Boer
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Uri Ilan
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Aurélie Boeree
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | | | - Jan Koster
- Amsterdam UMC University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology Amsterdam The Netherlands
| | - Marco J Koudijs
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Jayne Y Hehir-Kwa
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Stefan Nierkens
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
- Center for Translational Immunology UMC Utrecht Utrecht The Netherlands
| | - Corinne Rossi
- Department of Pediatric Oncology, Hematology, and Immunology Heidelberg University Hospital Heidelberg Germany
| | - Jan J Molenaar
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Bianca F Goemans
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
| | - Monique L den Boer
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
- Department of Pediatric Oncology and Hematology Erasmus Medical Center - Sophia Children's Hospital Rotterdam The Netherlands
| | - C Michel Zwaan
- Princess Máxima Center for Pediatric Oncology Utrecht The Netherlands
- Department of Pediatric Oncology and Hematology Erasmus Medical Center - Sophia Children's Hospital Rotterdam The Netherlands
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12
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Hodder A, Leiter SM, Kennedy J, Addy D, Ahmed M, Ajithkumar T, Allinson K, Ancliff P, Bailey S, Barnard G, Burke GAA, Burns C, Cano-Flanagan J, Chalker J, Coleman N, Cheng D, Clinch Y, Dryden C, Ghorashian S, Griffin B, Horan G, Hubank M, May P, McDerra J, Nagrecha R, Nicholson J, O'Connor D, Pavasovic V, Quaegebeur A, Rao A, Roberts T, Samarasinghe S, Stasevich I, Tadross JA, Trayers C, Trotman J, Vora A, Watkins J, Chitty LS, Bowdin S, Armstrong R, Murray MJ, Hook CE, Tarpey P, Vedi A, Bartram J, Behjati S. Benefits for children with suspected cancer from routine whole-genome sequencing. Nat Med 2024; 30:1905-1912. [PMID: 38956197 PMCID: PMC11271414 DOI: 10.1038/s41591-024-03056-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 05/08/2024] [Indexed: 07/04/2024]
Abstract
Clinical whole-genome sequencing (WGS) has been shown to deliver potential benefits to children with cancer and to alter treatment in high-risk patient groups. It remains unknown whether offering WGS to every child with suspected cancer can change patient management. We collected WGS variant calls and clinical and diagnostic information from 281 children (282 tumors) across two English units (n = 152 from a hematology center, n = 130 from a solid tumor center) where WGS had become a routine test. Our key finding was that variants uniquely attributable to WGS changed the management in ~7% (20 out of 282) of cases while providing additional disease-relevant findings, beyond standard-of-care molecular tests, in 108 instances for 83 (29%) cases. Furthermore, WGS faithfully reproduced every standard-of-care molecular test (n = 738) and revealed several previously unknown genomic features of childhood tumors. We show that WGS can be delivered as part of routine clinical care to children with suspected cancer and can change clinical management by delivering unexpected genomic insights. Our experience portrays WGS as a clinically impactful assay for routine practice, providing opportunities for assay consolidation and for delivery of molecularly informed patient care.
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Affiliation(s)
- Angus Hodder
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Sarah M Leiter
- Wellcome Sanger Institute, Hinxton, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Jonathan Kennedy
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- Wellcome Sanger Institute, Hinxton, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Dilys Addy
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Munaza Ahmed
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | | | - Kieren Allinson
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Phil Ancliff
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Shivani Bailey
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Gemma Barnard
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - G A Amos Burke
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Charlotte Burns
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | | | - Nicholas Coleman
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Danny Cheng
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | | | - Caryl Dryden
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Sara Ghorashian
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Blanche Griffin
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- North Thames Genomic Laboratory Hub, London, UK
| | - Gail Horan
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Michael Hubank
- North Thames Genomic Laboratory Hub, London, UK
- The Institute of Cancer Research, London, UK
| | - Phillippa May
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Joanna McDerra
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Rajvi Nagrecha
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - James Nicholson
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - David O'Connor
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- UCL Cancer Institute, University College London, London, UK
| | - Vesna Pavasovic
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Annelies Quaegebeur
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Anupama Rao
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Thomas Roberts
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | | | - Iryna Stasevich
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - John A Tadross
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
- MRC Metabolic Diseases Unit, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Claire Trayers
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Jamie Trotman
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Ajay Vora
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - James Watkins
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Lyn S Chitty
- Great Ormond Street Hospital NHS Foundation Trust, London, UK
- North Thames Genomic Laboratory Hub, London, UK
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Sarah Bowdin
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- East Genomics Laboratory Hub, Cambridge, UK
| | - Ruth Armstrong
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Matthew J Murray
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Pathology, University of Cambridge, Cambridge, UK.
| | - Catherine E Hook
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Pathology, University of Cambridge, Cambridge, UK.
| | - Patrick Tarpey
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- East Genomics Laboratory Hub, Cambridge, UK.
| | - Aditi Vedi
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
| | - Jack Bartram
- Great Ormond Street Hospital NHS Foundation Trust, London, UK.
- North Thames Genomic Laboratory Hub, London, UK.
| | - Sam Behjati
- Wellcome Sanger Institute, Hinxton, UK.
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
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13
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Hunter JD, Hetherington K, Courtney E, Christensen Y, Fuentes-Bolanos N, Bhatia K, Peate M. Parents' and patients' perspectives, experiences, and preferences for germline genetic or genomic testing of children with cancer: A systematic review. Genet Med 2024; 26:101197. [PMID: 38943478 DOI: 10.1016/j.gim.2024.101197] [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: 04/25/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024] Open
Abstract
PURPOSE Germline testing in pediatric cancer presents opportunities and challenges. Understanding family perspectives, experiences, and preferences will optimize integration into routine care. METHODS Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, we searched 4 databases for studies exploring perspectives, experiences, and preferences of parents/caregivers and/or patients regarding germline testing of children with cancer. Qualitative and quantitative data were extracted, organized, and summarized by research question and themes. RESULTS We identified 2286 unique articles, of which 24 were included. Interest in and uptake of testing was high. Families were motivated by altruism and a desire for inheritance/causation information. Testing barriers included psychological concerns, timing of the testing approach if offered at diagnosis or in a high-risk cancer setting and privacy/discrimination. Testing experiences highlighted challenges yet also positive impacts, with results providing psychological relief and informing proactive decision making. Timing preferences varied; however, allowing time to adjust to a new diagnosis was a common theme. Most wanted to receive as many germline sequencing-related results as possible. CONCLUSION Findings underscore the importance of integrating germline analyses into pediatric cancer care with flexibility and support for families facing challenges. Where possible, consent should be provided at a time that suits each family's situation with access to information aligning with their needs and preferences. PROSPERO CRD42023444890.
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Affiliation(s)
- Jacqueline D Hunter
- School of Clinical Medicine, Randwick Clinical Campus, Discipline of Pediatrics and Child Health, UNSW Sydney, Sydney, Australia; Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia; Department of Obstetrics, Gynecology and Newborn Health, Royal Women's Hospital, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.
| | - Kate Hetherington
- School of Clinical Medicine, Randwick Clinical Campus, Discipline of Pediatrics and Child Health, UNSW Sydney, Sydney, Australia; Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia
| | - Eliza Courtney
- School of Clinical Medicine, Randwick Clinical Campus, Discipline of Pediatrics and Child Health, UNSW Sydney, Sydney, Australia; Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia; Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Yasmin Christensen
- School of Clinical Medicine, Randwick Clinical Campus, Discipline of Pediatrics and Child Health, UNSW Sydney, Sydney, Australia; Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia
| | - Noemi Fuentes-Bolanos
- School of Clinical Medicine, Randwick Clinical Campus, Discipline of Pediatrics and Child Health, UNSW Sydney, Sydney, Australia; Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia; Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | | | - Michelle Peate
- Department of Obstetrics, Gynecology and Newborn Health, Royal Women's Hospital, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
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14
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Majlessipour F, Zhu G, Baca N, Kumbaji M, Hwa V, Danielpour M. Skeletal overgrowth in a pre-pubescent child treated with pan-FGFR inhibitor. Heliyon 2024; 10:e30887. [PMID: 38841436 PMCID: PMC11152661 DOI: 10.1016/j.heliyon.2024.e30887] [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: 09/03/2023] [Revised: 05/03/2024] [Accepted: 05/07/2024] [Indexed: 06/07/2024] Open
Abstract
Fibroblast growth factors and their receptors (FGFR) have major roles in both human growth and oncogenesis. In adults, therapeutic FGFR inhibitors have been successful against tumors that carry somatic FGFR mutations. In pediatric patients, trials testing these anti-tumor FGFR inhibitor therapeutics are underway, with several recent reports suggesting modest positive responses. Herein, we report an unforeseen outcome in a pre-pubescent child with an FGFR1-mutated glioma who was successfully treated with FDA-approved erdafitinib, a pan-FGFR inhibitor approved for treatment of Bladder tumors. While on treatment with erdafitinib, the patient experienced rapid skeletal and long bone overgrowth resulting in kyphoscoliosis, reminiscent of patients with congenital loss-of-function FGFR3 mutations. We utilized normal dermal fibroblast cells established from the patient as a surrogate model to demonstrate that insulin-like growth factor 1 (IGF-1), a factor important for developmental growth of bones and tissues, can activate the PI3K/AKT pathway in erdafitinib-treated cells but not the MAPK/ERK pathway. The IGF-I-activated PI3K/AKT signaling rescued normal fibroblasts from the cytotoxic effects of erdafitinib by promoting cell survival. We, therefore, postulate that IGF-I-activated P13K/AKT signaling likely continues to promote bone elongation in the growing child, but not in adults, treated with therapeutic pan-FGFR inhibitors. Importantly, since activated MAPK signaling counters bone elongation, we further postulate that prolonged blockage of the MAPK pathway with pan-FGFR inhibitors, together with actions of growth-promoting factors including IGF-1, could explain the abnormal skeletal and axial growth suffered by our pre-pubertal patient during systemic therapeutic use of pan-FGFR inhibitors. Further studies to find more targeted, and/or appropriate dosing, of pan-FGFR inhibitor therapeutics for children are essential to avoid unexpected off-target effects as was observed in our young patient.
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Affiliation(s)
- Fataneh Majlessipour
- Pediatric Hematology and Oncology, Cedars-Sinai Guerin Children's and Cedars-Sinai Cancer, Los Angeles, CA, 90048, USA
| | - Gaohui Zhu
- Department of Endocrinology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, 400014, China
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
| | - Nicole Baca
- Pediatric Hematology and Oncology, Cedars-Sinai Guerin Children's and Cedars-Sinai Cancer, Los Angeles, CA, 90048, USA
| | - Meenasri Kumbaji
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
| | - Vivian Hwa
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
- Premium Research Institute for Human Metaverse Medicine (WPI-PRIMe), Osaka University, Osaka, Japan
| | - Moise Danielpour
- Maxine Dunitz Neurosurgical Institute at the Department of Neurosurgery, Cedars-Sinai Guerin Children's, Los Angeles, CA, 90048, USA
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15
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Hansford JR, Das A, McGee RB, Nakano Y, Brzezinski J, Scollon SR, Rednam SP, Schienda J, Michaeli O, Kim SY, Greer MLC, Weksberg R, Stewart DR, Foulkes WD, Tabori U, Pajtler KW, Pfister SM, Brodeur GM, Kamihara J. Update on Cancer Predisposition Syndromes and Surveillance Guidelines for Childhood Brain Tumors. Clin Cancer Res 2024; 30:2342-2350. [PMID: 38573059 PMCID: PMC11147702 DOI: 10.1158/1078-0432.ccr-23-4033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/27/2024] [Accepted: 04/04/2024] [Indexed: 04/05/2024]
Abstract
Tumors of the central nervous system (CNS) comprise the second most common group of neoplasms in childhood. The incidence of germline predisposition among children with brain tumors continues to grow as our knowledge on disease etiology increases. Some children with brain tumors may present with nonmalignant phenotypic features of specific syndromes (e.g., nevoid basal cell carcinoma syndrome, neurofibromatosis type 1 and type 2, DICER1 syndrome, and constitutional mismatch-repair deficiency), while others may present with a strong family history of cancer (e.g., Li-Fraumeni syndrome) or with a rare tumor commonly found in the context of germline predisposition (e.g., rhabdoid tumor predisposition syndrome). Approximately 50% of patients with a brain tumor may be the first in a family identified to have a predisposition. The past decade has witnessed a rapid expansion in our molecular understanding of CNS tumors. A significant proportion of CNS tumors are now well characterized and known to harbor specific genetic changes that can be found in the germline. Additional novel predisposition syndromes are also being described. Identification of these germline syndromes in individual patients has not only enabled cascade testing of family members and early tumor surveillance but also increasingly affected cancer management in those patients. Therefore, the AACR Cancer Predisposition Working Group chose to highlight these advances in CNS tumor predisposition and summarize and/or generate surveillance recommendations for established and more recently emerging pediatric brain tumor predisposition syndromes.
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Affiliation(s)
- Jordan R Hansford
- Michael Rice Children's Hematology and Oncology Center, Women's and Children's Hospital; South Australia Health and Medical Research Institute; South Australia ImmunoGenomics Cancer Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Anirban Das
- Division of Hematology/Oncology, The Hospital for Sick Children; SickKids Research Institute; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Rose B McGee
- Department of Oncology, Division of Cancer Predisposition, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yoshiko Nakano
- Department of Pediatrics, Division of Hematology/Oncology, Baylor College of Medicine, Houston, Texas
| | - Jack Brzezinski
- Division of Hematology/Oncology, The Hospital for Sick Children; SickKids Research Institute; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Sarah R Scollon
- Department of Pediatrics, Division of Hematology/Oncology, Baylor College of Medicine, Houston, Texas
| | - Surya P Rednam
- Department of Pediatrics, Division of Hematology/Oncology, Baylor College of Medicine, Houston, Texas
| | - Jaclyn Schienda
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts
| | - Orli Michaeli
- Division of Hematology/Oncology, Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - Sun Young Kim
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Center, Cincinnati, Ohio
| | - Mary-Louise C Greer
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children/Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Rosanna Weksberg
- Division of Clinical and Metabolic Genetics, Department of Pediatrics, Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - William D Foulkes
- Department of Human Genetics, McGill University, and Division of Medical Genetics, Departments of Specialized Medicine, McGill University Health Centre and Jewish General Hospital, Montreal, Quebec, Canada
| | - Uri Tabori
- Division of Hematology/Oncology, The Hospital for Sick Children; SickKids Research Institute; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Kristian W Pajtler
- Division of Pediatric Neurooncology, Hopp Children's Cancer Center Heidelberg (KiTZ); German Cancer Research Center Heidelberg (DKFZ) and Heidelberg University Hospital, Heidelberg; National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefan M Pfister
- Division of Pediatric Neurooncology, Hopp Children's Cancer Center Heidelberg (KiTZ); German Cancer Research Center Heidelberg (DKFZ) and Heidelberg University Hospital, Heidelberg; National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Garrett M Brodeur
- Department of Pediatrics, Division of Oncology, the Children's Hospital of Philadelphia, and the University of Pennsylvania/Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Junne Kamihara
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts
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16
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Sun H, Xie Y, Wu X, Hu W, Chen X, Wu K, Wang H, Zhao S, Shi Q, Wang X, Cui B, Wu W, Fan R, Rao J, Wang R, Wang Y, Zhong Y, Yu H, Zhou BS, Shen S, Liu Y. circRNAs as prognostic markers in pediatric acute myeloid leukemia. Cancer Lett 2024; 591:216880. [PMID: 38621457 DOI: 10.1016/j.canlet.2024.216880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/23/2024] [Accepted: 04/09/2024] [Indexed: 04/17/2024]
Abstract
Circular RNAs (circRNAs) arise from precursor mRNA processing through back-splicing and have been increasingly recognized for their functions in various cancers including acute myeloid leukemia (AML). However, the prognostic implications of circRNA in AML remain unclear. We conducted a comprehensive genome-wide analysis of circRNAs using RNA-seq data in pediatric AML. We revealed a group of circRNAs associated with inferior outcomes, exerting effects on cancer-related pathways. Several of these circRNAs were transcribed directly from genes with established functions in AML, such as circRUNX1, circWHSC1, and circFLT3. Further investigations indicated the increased number of circRNAs and linear RNAs splicing were significantly correlated with inferior clinical outcomes, highlighting the pivotal role of splicing dysregulation. Subsequent analysis identified a group of upregulated RNA binding proteins in AMLs associated with high number of circRNAs, with TROVE2 being a prominent candidate, suggesting their involvement in circRNA associated prognosis. Through the integration of drug sensitivity data, we pinpointed 25 drugs that could target high-risk AMLs characterized by aberrant circRNA transcription. These findings underscore prognostic significance of circRNAs in pediatric AML and offer an alternative perspective for treating high-risk cases in this malignancy.
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Affiliation(s)
- Huiying Sun
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yangyang Xie
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaoyan Wu
- Department of Pediatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wenting Hu
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaoxiao Chen
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Kefei Wu
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Han Wang
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Shuang Zhao
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qiaoqiao Shi
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiang Wang
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Bowen Cui
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Wenyan Wu
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Rongrong Fan
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jianan Rao
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ronghua Wang
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ying Wang
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ying Zhong
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hui Yu
- Department of Pediatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Binbing S Zhou
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Shuhong Shen
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Yu Liu
- Key Laboratory of Pediatric Hematology & Oncology Ministry of Health, Department of Hematology & Oncology, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Fujian Children's Hospital, Fujian Branch of Shanghai Children's Medical Center Affiliated to Shanghai Jiao Tong University School of Medicine, Fuzhou, China.
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17
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Church AJ, Wakefield CE, Hetherington K, Shern JF. Promise and Perils of Precision Oncology for Patients With Pediatric and Young Adult Sarcomas. Am Soc Clin Oncol Educ Book 2024; 44:e432794. [PMID: 38924707 DOI: 10.1200/edbk_432794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Abstract
The completion of multiple national pediatric precision oncology platform trials and the incorporation of standardized molecular profiling into the diagnostic care of pediatric and young adult patients with sarcomas have proven the feasibility and potential of the approach. In this work, we explore the current state of the art of precision oncology for pediatric and young adults with sarcoma. We highlight important lessons learned and the challenges that should be addressed in the next generation of trials. The chapter outlines current efforts to improve standardization of molecular assays, harmonization of data collection, and novel molecular tools such as cell-free DNA analyses. Finally, we discuss the impacts and psychosocial outcomes experienced by patients and communication strategies for providers.
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Affiliation(s)
- Alanna J Church
- Department of Pathology, Boston Children's Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Claire E Wakefield
- School of Clinical Medicine, Faculty of Medicine, UNSW Sydney, Randwick, NSW, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Kate Hetherington
- School of Clinical Medicine, Faculty of Medicine, UNSW Sydney, Randwick, NSW, Australia
- Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Jack F Shern
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
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18
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Chen X, Yang W, Roberts CWM, Zhang J. Developmental origins shape the paediatric cancer genome. Nat Rev Cancer 2024; 24:382-398. [PMID: 38698126 DOI: 10.1038/s41568-024-00684-9] [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] [Accepted: 03/18/2024] [Indexed: 05/05/2024]
Abstract
In the past two decades, technological advances have brought unprecedented insights into the paediatric cancer genome revealing characteristics distinct from those of adult cancer. Originating from developing tissues, paediatric cancers generally have low mutation burden and are driven by variants that disrupt the transcriptional activity, chromatin state, non-coding cis-regulatory regions and other biological functions. Within each tumour, there are multiple populations of cells with varying states, and the lineages of some can be tracked to their fetal origins. Genome-wide genetic screening has identified vulnerabilities associated with both the cell of origin and transcription deregulation in paediatric cancer, which have become a valuable resource for designing new therapeutic approaches including those for small molecules, immunotherapy and targeted protein degradation. In this Review, we present recent findings on these facets of paediatric cancer from a pan-cancer perspective and provide an outlook on future investigations.
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Affiliation(s)
- Xiaolong Chen
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wentao Yang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles W M Roberts
- Comprehensive Cancer Center, St Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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19
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Sinha S, Vegesna R, Mukherjee S, Kammula AV, Dhruba SR, Wu W, Kerr DL, Nair NU, Jones MG, Yosef N, Stroganov OV, Grishagin I, Aldape KD, Blakely CM, Jiang P, Thomas CJ, Benes CH, Bivona TG, Schäffer AA, Ruppin E. PERCEPTION predicts patient response and resistance to treatment using single-cell transcriptomics of their tumors. NATURE CANCER 2024; 5:938-952. [PMID: 38637658 DOI: 10.1038/s43018-024-00756-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 03/08/2024] [Indexed: 04/20/2024]
Abstract
Tailoring optimal treatment for individual cancer patients remains a significant challenge. To address this issue, we developed PERCEPTION (PERsonalized Single-Cell Expression-Based Planning for Treatments In ONcology), a precision oncology computational pipeline. Our approach uses publicly available matched bulk and single-cell (sc) expression profiles from large-scale cell-line drug screens. These profiles help build treatment response models based on patients' sc-tumor transcriptomics. PERCEPTION demonstrates success in predicting responses to targeted therapies in cultured and patient-tumor-derived primary cells, as well as in two clinical trials for multiple myeloma and breast cancer. It also captures the resistance development in patients with lung cancer treated with tyrosine kinase inhibitors. PERCEPTION outperforms published state-of-the-art sc-based and bulk-based predictors in all clinical cohorts. PERCEPTION is accessible at https://github.com/ruppinlab/PERCEPTION . Our work, showcasing patient stratification using sc-expression profiles of their tumors, will encourage the adoption of sc-omics profiling in clinical settings, enhancing precision oncology tools based on sc-omics.
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Affiliation(s)
- Sanju Sinha
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA.
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, San Diego, CA, USA.
| | - Rahulsimham Vegesna
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Sumit Mukherjee
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Ashwin V Kammula
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
- University of Maryland, College Park, MD, USA
| | | | - Wei Wu
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - D Lucas Kerr
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Nishanth Ulhas Nair
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Matthew G Jones
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA, USA
- Integrative Program in Quantitative Biology, University of California, San Francisco, San Francisco, CA, USA
- Whitehead Institute, Cambridge, MA, USA
| | - Nir Yosef
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA, USA
| | | | - Ivan Grishagin
- Rancho BioSciences, San Diego, CA, USA
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Kenneth D Aldape
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Collin M Blakely
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Peng Jiang
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Craig J Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Cyril H Benes
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Trever G Bivona
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub Investigator, San Francisco, CA, USA
| | | | - Eytan Ruppin
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA.
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20
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Padhye BD, Nawaz U, Hains PG, Reddel RR, Robinson PJ, Zhong Q, Poulos RC. Proteomic insights into paediatric cancer: Unravelling molecular signatures and therapeutic opportunities. Pediatr Blood Cancer 2024; 71:e30980. [PMID: 38556739 DOI: 10.1002/pbc.30980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 04/02/2024]
Abstract
Survival rates in some paediatric cancers have improved greatly over recent decades, in part due to the identification of diagnostic, prognostic and predictive molecular signatures, and the development of risk-directed therapies. However, other paediatric cancers have proved difficult to treat, and there is an urgent need to identify novel biomarkers that reveal therapeutic opportunities. The proteome is the total set of expressed proteins present in a cell or tissue at a point in time, and is vastly more dynamic than the genome. Proteomics holds significant promise for cancer research, as proteins are ultimately responsible for cellular phenotype and are the target of most anticancer drugs. Here, we review the discoveries, opportunities and challenges of proteomic analyses in paediatric cancer, with a focus on mass spectrometry (MS)-based approaches. Accelerating incorporation of proteomics into paediatric precision medicine has the potential to improve survival and quality of life for children with cancer.
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Affiliation(s)
- Bhavna D Padhye
- Cancer Centre for Children, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Kids Research, Children's Cancer Research Unit, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Urwah Nawaz
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
| | - Peter G Hains
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
| | - Roger R Reddel
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
| | - Phillip J Robinson
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
| | - Qing Zhong
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
| | - Rebecca C Poulos
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales, Australia
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21
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Rungsiprakarn P, Ryan AL, Wong DD, Luo M, Kazahaya K, Arkader A, Lau LMS, Ajuyah P, Rudzinski E, Kreiger PA, Roebuck DJ, Surrey LF, Foo TSY. Keratin-Positive Giant Cell Tumor of Bone and Soft Tissue With HMGA2::NCOR2 Fusion in Children Under 10 With Response to Imatinib Therapy: A Case Series. JCO Precis Oncol 2024; 8:e2300659. [PMID: 38935896 DOI: 10.1200/po.23.00659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 04/03/2024] [Accepted: 04/25/2024] [Indexed: 06/29/2024] Open
Abstract
HMGA2::NCOR2 keratin-positive giant cell tumors in children with response to imatinib in an infant.
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Affiliation(s)
- Phassawan Rungsiprakarn
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Anne L Ryan
- Department of Hematology, Oncology and Bone Marrow Transplant, Perth Children's Hospital, Nedlands, Australia
- Telethon Kids Insitute, University of Western Australia, Nedlands, Australia
| | - Daniel D Wong
- PathWest Laboratory Medicine, QEII Medical Centre, Nedlands, Australia
| | - Minjie Luo
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Ken Kazahaya
- Division of Pediatric Otolaryngology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Otorhinolaryngology/Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
| | - Alexandre Arkader
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Division of Orthopedic Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Loretta M S Lau
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Kensington, Australia
| | | | - Erin Rudzinski
- Department of Laboratories, Seattle Children's Hospital, Seattle, WA
- Department of Laboratory Medicine and Pathology, University of Washington Medical Center, Seattle, WA
| | - Portia A Kreiger
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Derek J Roebuck
- Department of Medical Imaging, Perth Children's Hospital, Nedlands, Australia
- Division of Pediatrics, Medical School, University of Western Australia, Crawley, Australia
| | - Lea F Surrey
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Tiffany S Y Foo
- PathWest Laboratory Medicine, Perth Children's Hospital, Nedlands, WA, Australia
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22
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Linga BG, Mohammed SGAA, Farrell T, Rifai HA, Al-Dewik N, Qoronfleh MW. Genomic Newborn Screening for Pediatric Cancer Predisposition Syndromes: A Holistic Approach. Cancers (Basel) 2024; 16:2017. [PMID: 38893137 PMCID: PMC11171256 DOI: 10.3390/cancers16112017] [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: 04/19/2024] [Revised: 05/23/2024] [Accepted: 05/24/2024] [Indexed: 06/21/2024] Open
Abstract
As next-generation sequencing (NGS) has become more widely used, germline and rare genetic variations responsible for inherited illnesses, including cancer predisposition syndromes (CPSs) that account for up to 10% of childhood malignancies, have been found. The CPSs are a group of germline genetic disorders that have been identified as risk factors for pediatric cancer development. Excluding a few "classic" CPSs, there is no agreement regarding when and how to conduct germline genetic diagnostic studies in children with cancer due to the constant evolution of knowledge in NGS technologies. Various clinical screening tools have been suggested to aid in the identification of individuals who are at greater risk, using diverse strategies and with varied outcomes. We present here an overview of the primary clinical and molecular characteristics of various CPSs and summarize the existing clinical genomics data on the prevalence of CPSs in pediatric cancer patients. Additionally, we discuss several ethical issues, challenges, limitations, cost-effectiveness, and integration of genomic newborn screening for CPSs into a healthcare system. Furthermore, we assess the effectiveness of commonly utilized decision-support tools in identifying patients who may benefit from genetic counseling and/or direct genetic testing. This investigation highlights a tailored and systematic approach utilizing medical newborn screening tools such as the genome sequencing of high-risk newborns for CPSs, which could be a practical and cost-effective strategy in pediatric cancer care.
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Affiliation(s)
- BalaSubramani Gattu Linga
- Department of Research, Women’s Wellness and Research Center, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha 0974, Qatar
- Translational and Precision Medicine Research, Women’s Wellness and Research Center (WWRC), Hamad Medical Corporation (HMC), Doha 0974, Qatar
| | | | - Thomas Farrell
- Department of Research, Women’s Wellness and Research Center, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha 0974, Qatar
| | - Hilal Al Rifai
- Neonatal Intensive Care Unit (NICU), Newborn Screening Unit, Department of Pediatrics and Neonatology, Women’s Wellness and Research Center (WWRC), Hamad Medical Corporation (HMC), Doha 0974, Qatar
| | - Nader Al-Dewik
- Department of Research, Women’s Wellness and Research Center, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha 0974, Qatar
- Translational and Precision Medicine Research, Women’s Wellness and Research Center (WWRC), Hamad Medical Corporation (HMC), Doha 0974, Qatar
- Neonatal Intensive Care Unit (NICU), Newborn Screening Unit, Department of Pediatrics and Neonatology, Women’s Wellness and Research Center (WWRC), Hamad Medical Corporation (HMC), Doha 0974, Qatar
- Genomics and Precision Medicine (GPM), College of Health & Life Science (CHLS), Hamad Bin Khalifa University (HBKU), Doha 0974, Qatar
- Faculty of Health and Social Care Sciences, Kingston University and St George’s University of London, Kingston upon Thames, Surrey, London KT1 2EE, UK
| | - M. Walid Qoronfleh
- Healthcare Research & Policy Division, Q3 Research Institute (QRI), Ann Arbor, MI 48197, USA
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23
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Deyell RJ, Shen Y, Titmuss E, Dixon K, Williamson LM, Pleasance E, Nelson JMT, Abbasi S, Krzywinski M, Armstrong L, Bonakdar M, Ch'ng C, Chuah E, Dunham C, Fok A, Jones M, Lee AF, Ma Y, Moore RA, Mungall AJ, Mungall KL, Rogers PC, Schrader KA, Virani A, Wee K, Young SS, Zhao Y, Jones SJM, Laskin J, Marra MA, Rassekh SR. Whole genome and transcriptome integrated analyses guide clinical care of pediatric poor prognosis cancers. Nat Commun 2024; 15:4165. [PMID: 38755180 PMCID: PMC11099106 DOI: 10.1038/s41467-024-48363-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 04/29/2024] [Indexed: 05/18/2024] Open
Abstract
The role for routine whole genome and transcriptome analysis (WGTA) for poor prognosis pediatric cancers remains undetermined. Here, we characterize somatic mutations, structural rearrangements, copy number variants, gene expression, immuno-profiles and germline cancer predisposition variants in children and adolescents with relapsed, refractory or poor prognosis malignancies who underwent somatic WGTA and matched germline sequencing. Seventy-nine participants with a median age at enrollment of 8.8 y (range 6 months to 21.2 y) are included. Germline pathogenic/likely pathogenic variants are identified in 12% of participants, of which 60% were not known prior. Therapeutically actionable variants are identified by targeted gene report and whole genome in 32% and 62% of participants, respectively, and increase to 96% after integrating transcriptome analyses. Thirty-two molecularly informed therapies are pursued in 28 participants with 54% achieving a clinical benefit rate; objective response or stable disease ≥6 months. Integrated WGTA identifies therapeutically actionable variants in almost all tumors and are directly translatable to clinical care of children with poor prognosis cancers.
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Affiliation(s)
- Rebecca J Deyell
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada.
| | - Yaoqing Shen
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Emma Titmuss
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Katherine Dixon
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Laura M Williamson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Jessica M T Nelson
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Sanna Abbasi
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Martin Krzywinski
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Linlea Armstrong
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Melika Bonakdar
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Carolyn Ch'ng
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Eric Chuah
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Chris Dunham
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Alexandra Fok
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Martin Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Anna F Lee
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Yussanne Ma
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Richard A Moore
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Andrew J Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Karen L Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Paul C Rogers
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada
| | - Kasmintan A Schrader
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Alice Virani
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Kathleen Wee
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Sean S Young
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Cancer Genetics and Genomics Laboratory, Department of Pathology and Laboratory Medicine, BC Cancer, Vancouver, Canada
| | - Yongjun Zhao
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Shahrad R Rassekh
- Department of Pediatrics, BC Children's Hospital and Research Institute, Vancouver, BC, Canada.
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24
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Kratz CP, Lupo PJ, Zelley K, Schienda J, Nichols KE, Stewart DR, Malkin D, Brodeur GM, Maxwell K, Plon SE, Walsh MF. Adult-Onset Cancer Predisposition Syndromes in Children and Adolescents-To Test or not to Test? Clin Cancer Res 2024; 30:1733-1738. [PMID: 38411636 DOI: 10.1158/1078-0432.ccr-23-3683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/17/2024] [Accepted: 02/20/2024] [Indexed: 02/28/2024]
Abstract
With the increasing use of comprehensive germline genetic testing of children and adolescents with cancer, it has become evident that pathogenic variants (PV) in adult-onset cancer predisposition genes (aoCPG) underlying adult-onset cancer predisposition syndromes, such as Lynch syndrome or hereditary breast and ovarian cancer, are enriched and reported in 1% to 2% of children and adolescents with cancer. However, the causal relationship between PVs in aoCPGs and childhood cancer is still under investigation. The best-studied examples include heterozygous PVs in mismatch repair genes associated with Lynch syndrome in children with mismatch repair deficient high-grade glioma, heterozygous PVs in BARD1 in childhood neuroblastoma, and heterozygous PVs in BRCA2 in children with rhabdomyosarcoma. The low penetrance for pediatric cancers is considered to result from a combination of the low baseline risk of cancer in childhood and the report of only a modest relative risk of disease in childhood. Therefore, we do not advise that healthy children empirically be tested for PVs in an aoCPG before adulthood outside a research study. However, germline panel testing is increasingly being performed in children and adolescents with cancer, and exome and genome sequencing may be offered more commonly in this population in the future. The precise pediatric cancer risks and spectra associated with PVs in aoCPGs, underlying cellular mechanisms and somatic mutational signatures, as well as treatment response, second neoplasm risks, and psycho-oncological aspects require further research.
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Affiliation(s)
- Christian P Kratz
- Department of Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Philip J Lupo
- Department of Pediatrics, Division of Hematology/Oncology, Texas Children's Cancer Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas
| | - Kristin Zelley
- Division of Oncology at the Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Jaclyn Schienda
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Kim E Nichols
- Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, NCI, NIH, Rockville, Maryland
| | - David Malkin
- Division of Hematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Garrett M Brodeur
- Division of Oncology, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kara Maxwell
- Department of Medicine, Hematology-Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sharon E Plon
- Department of Pediatrics, Division of Hematology/Oncology, Texas Children's Cancer Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas
| | - Michael F Walsh
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
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25
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Yoon JH, Lee D, Lee C, Cho E, Lee S, Cazenave-Gassiot A, Kim K, Chae S, Dennis EA, Suh PG. Paradigm shift required for translational research on the brain. Exp Mol Med 2024; 56:1043-1054. [PMID: 38689090 PMCID: PMC11148129 DOI: 10.1038/s12276-024-01218-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 02/07/2024] [Accepted: 02/20/2024] [Indexed: 05/02/2024] Open
Abstract
Biomedical research on the brain has led to many discoveries and developments, such as understanding human consciousness and the mind and overcoming brain diseases. However, historical biomedical research on the brain has unique characteristics that differ from those of conventional biomedical research. For example, there are different scientific interpretations due to the high complexity of the brain and insufficient intercommunication between researchers of different disciplines owing to the limited conceptual and technical overlap of distinct backgrounds. Therefore, the development of biomedical research on the brain has been slower than that in other areas. Brain biomedical research has recently undergone a paradigm shift, and conducting patient-centered, large-scale brain biomedical research has become possible using emerging high-throughput analysis tools. Neuroimaging, multiomics, and artificial intelligence technology are the main drivers of this new approach, foreshadowing dramatic advances in translational research. In addition, emerging interdisciplinary cooperative studies provide insights into how unresolved questions in biomedicine can be addressed. This review presents the in-depth aspects of conventional biomedical research and discusses the future of biomedical research on the brain.
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Affiliation(s)
- Jong Hyuk Yoon
- Neurodegenerative Diseases Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea.
| | - Dongha Lee
- Cognitive Science Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Chany Lee
- Cognitive Science Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Eunji Cho
- Neurodegenerative Diseases Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Seulah Lee
- Neurodegenerative Diseases Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Amaury Cazenave-Gassiot
- Department of Biochemistry and Precision Medicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119077, Singapore
- Singapore Lipidomics Incubator (SLING), Life Sciences Institute, National University of Singapore, Singapore, 117456, Singapore
| | - Kipom Kim
- Research Strategy Office, Korea Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Sehyun Chae
- Neurovascular Unit Research Group, Korean Brain Research Institute, Daegu, 41062, Republic of Korea
| | - Edward A Dennis
- Department of Pharmacology and Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, 92093-0601, USA
| | - Pann-Ghill Suh
- Korea Brain Research Institute, Daegu, 41062, Republic of Korea
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26
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Daly R, Hetherington K, Wadling BR, Jacobs C, Karpelowsky J, Wakefield CE. It provides families with other avenues for treatment when there are no other options Surgeons' perspectives of being part of a precision medicine trial for poor prognosis paediatric cancer patients: A short report. Cancer Med 2024; 13:e7209. [PMID: 38716651 PMCID: PMC11077424 DOI: 10.1002/cam4.7209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 04/03/2024] [Accepted: 04/11/2024] [Indexed: 05/12/2024] Open
Abstract
OBJECTIVE Precision medicine is transforming cancer treatment, yet the perspectives of surgeons who often play a critical role in the delivery of precision medicine remain understudied. METHODS We conducted semi-structured interviews with 13 surgeons involved in a precision medicine trial for children with poor prognosis cancer. We explored knowledge of genetics, confidence with somatic and germline results, ratings of benefit to stakeholders and willingness to undertake surgical procedures. RESULTS Surgeons generally had positive attitudes towards precision medicine but expressed concerns about families' unrealistic expectations, mixed opinions on the benefits and the use of research-only biopsies. Most surgeons rated their genetics knowledge as 'good' (69%) and felt 'very confident' in identifying genetic specialists (66%), but 'not confident' (66.6%) in making treatment recommendations. Surgeons' willingness to undertake a procedure was influenced by potential patient benefit. CONCLUSIONS Our findings support the need for more workforce and training support for surgeons to fully engage with precision medicine.
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Affiliation(s)
- Rebecca Daly
- Discipline of Paediatrics and Child Health, School of Clinical MedicineUNSW Medicine & Health, UNSWSydneyNew South WalesAustralia
- Behavioural Sciences Unit, Kids Cancer CentreSydney Children's HospitalRandwickNew South WalesAustralia
| | - Kate Hetherington
- Discipline of Paediatrics and Child Health, School of Clinical MedicineUNSW Medicine & Health, UNSWSydneyNew South WalesAustralia
- Behavioural Sciences Unit, Kids Cancer CentreSydney Children's HospitalRandwickNew South WalesAustralia
| | - Bethany R. Wadling
- Discipline of Paediatrics and Child Health, School of Clinical MedicineUNSW Medicine & Health, UNSWSydneyNew South WalesAustralia
- Behavioural Sciences Unit, Kids Cancer CentreSydney Children's HospitalRandwickNew South WalesAustralia
- Graduate School of HealthUniversity of Technology SydneySydneyNew South WalesAustralia
| | - Chris Jacobs
- Graduate School of HealthUniversity of Technology SydneySydneyNew South WalesAustralia
| | - Jonathan Karpelowsky
- Department of Paediatric SurgeryChildren's Hospital at WestmeadWestmeadNew South WalesAustralia
- Children's Cancer Research UnitKids Research Institute, Children's Hospital at WestmeadWestmeadNew South WalesAustralia
- Division of Child and Adolescent HealthUniversity of SydneyCamperdownNew South WalesAustralia
| | - Claire E. Wakefield
- Discipline of Paediatrics and Child Health, School of Clinical MedicineUNSW Medicine & Health, UNSWSydneyNew South WalesAustralia
- Behavioural Sciences Unit, Kids Cancer CentreSydney Children's HospitalRandwickNew South WalesAustralia
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27
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Mouysset B, Le Grand M, Camoin L, Pasquier E. Poly-pharmacology of existing drugs: How to crack the code? Cancer Lett 2024; 588:216800. [PMID: 38492768 DOI: 10.1016/j.canlet.2024.216800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/15/2024] [Accepted: 03/05/2024] [Indexed: 03/18/2024]
Abstract
Drug development in oncology is highly challenging, with less than 5% success rate in clinical trials. This alarming figure points out the need to study in more details the multiple biological effects of drugs in specific contexts. Indeed, the comprehensive assessment of drug poly-pharmacology can provide insights into their therapeutic and adverse effects, to optimize their utilization and maximize the success rate of clinical trials. Recent technological advances have made possible in-depth investigation of drug poly-pharmacology. This review first highlights high-throughput methodologies that have been used to unveil new mechanisms of action of existing drugs. Then, we discuss how emerging chemo-proteomics strategies allow effectively dissecting the poly-pharmacology of drugs in an unsupervised manner.
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Affiliation(s)
- Baptiste Mouysset
- Centre de Recherche en Cancérologie de Marseille Inserm U1068, CNRS UMR7258, Aix-Marseille University U105, Marseille, France.
| | - Marion Le Grand
- Centre de Recherche en Cancérologie de Marseille Inserm U1068, CNRS UMR7258, Aix-Marseille University U105, Marseille, France.
| | - Luc Camoin
- Centre de Recherche en Cancérologie de Marseille Inserm U1068, CNRS UMR7258, Aix-Marseille University U105, Marseille, France.
| | - Eddy Pasquier
- Centre de Recherche en Cancérologie de Marseille Inserm U1068, CNRS UMR7258, Aix-Marseille University U105, Marseille, France.
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28
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Lee WG, Kim ES. Precision Oncology in Pediatric Cancer Surgery. Surg Oncol Clin N Am 2024; 33:409-446. [PMID: 38401917 DOI: 10.1016/j.soc.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2024]
Abstract
Pediatric precision oncology has provided a greater understanding of the wide range of molecular alterations in difficult-to-treat or rare tumors with the aims of increasing survival as well as decreasing toxicity and morbidity from current cytotoxic therapies. In this article, the authors discuss the current state of pediatric precision oncology which has increased access to novel targeted therapies while also providing a framework for clinical implementation in this unique population. The authors evaluate the targetable mutations currently under investigation-with a focus on pediatric solid tumors-and discuss the key surgical implications associated with novel targeted therapies.
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Affiliation(s)
- William G Lee
- Department of Surgery, Cedars-Sinai Medical Center, 116 North Robertson Boulevard, Suite PACT 700, Los Angeles, CA 90048, USA. https://twitter.com/william_ghh_lee
| | - Eugene S Kim
- Division of Pediatric Surgery, Department of Surgery, Cedars-Sinai Medical Center, 116 North Robertson Boulevard, Suite PACT 700, Los Angeles, CA 90048, USA.
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29
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Qu HQ, Glessner JT, Qu J, Liu Y, Watson D, Chang X, Saeidian AH, Qiu H, Mentch FD, Connolly JJ, Hakonarson H. High Comorbidity of Pediatric Cancers in Patients with Birth Defects: Insights from Whole Genome Sequencing Analysis of Copy Number Variations. Transl Res 2024; 266:49-56. [PMID: 37989391 DOI: 10.1016/j.trsl.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 10/01/2023] [Accepted: 11/17/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND Patients with birth defects (BD) exhibit an elevated risk of cancer. We aimed to investigate the potential link between pediatric cancers and BDs, exploring the hypothesis of shared genetic defects contributing to the coexistence of these conditions. METHODS This study included 1454 probands with BDs (704 females and 750 males), including 619 (42.3%) with and 845 (57.7%) without co-occurrence of pediatric onset cancers. Whole genome sequencing (WGS) was done at 30X coverage through the Kids First/Gabriella Miller X01 Program. RESULTS 8211 CNV loci were called from the 1454 unrelated individuals. 191 CNV loci classified as pathogenic/likely pathogenic (P/LP) were identified in 309 (21.3%) patients, with 124 (40.1%) of these patients having pediatric onset cancers. The most common group of CNVs are pathogenic deletions covering the region ChrX:52,863,011-55,652,521, seen in 162 patients including 17 males. Large recurrent P/LP duplications >5MB were detected in 33 patients. CONCLUSIONS This study revealed that P/LP CNVs were common in a large cohort of BD patients with high rate of pediatric cancers. We present a comprehensive spectrum of P/LP CNVs in patients with BDs and various cancers. Notably, deletions involving E2F target genes and genes implicated in mitotic spindle assembly and G2/M checkpoint were identified, potentially disrupting cell-cycle progression and providing mechanistic insights into the concurrent occurrence of BDs and cancers.
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Affiliation(s)
- Hui-Qi Qu
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Joseph T Glessner
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA; Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Jingchun Qu
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Yichuan Liu
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Deborah Watson
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Xiao Chang
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Amir Hossein Saeidian
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Haijun Qiu
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Frank D Mentch
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - John J Connolly
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Hakon Hakonarson
- Center for Applied Genomics (CAG), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA; Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA; Division of Pulmonary Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA; Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
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30
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Tesi B, Robinson KL, Abel F, Díaz de Ståhl T, Orrsjö S, Poluha A, Hellberg M, Wessman S, Samuelsson S, Frisk T, Vogt H, Henning K, Sabel M, Ek T, Pal N, Nyman P, Giraud G, Wille J, Pronk CJ, Norén-Nyström U, Borssén M, Fili M, Stålhammar G, Herold N, Tettamanti G, Maya-Gonzalez C, Arvidsson L, Rosén A, Ekholm K, Kuchinskaya E, Hallbeck AL, Nordling M, Palmebäck P, Kogner P, Smoler GK, Lähteenmäki P, Fransson S, Martinsson T, Shamik A, Mertens F, Rosenquist R, Wirta V, Tham E, Grillner P, Sandgren J, Ljungman G, Gisselsson D, Taylan F, Nordgren A. Diagnostic yield and clinical impact of germline sequencing in children with CNS and extracranial solid tumors-a nationwide, prospective Swedish study. THE LANCET REGIONAL HEALTH. EUROPE 2024; 39:100881. [PMID: 38803632 PMCID: PMC11129334 DOI: 10.1016/j.lanepe.2024.100881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/04/2024] [Accepted: 02/23/2024] [Indexed: 05/29/2024]
Abstract
Background Childhood cancer predisposition (ChiCaP) syndromes are increasingly recognized as contributing factors to childhood cancer development. Yet, due to variable availability of germline testing, many children with ChiCaP might go undetected today. We report results from the nationwide and prospective ChiCaP study that investigated diagnostic yield and clinical impact of integrating germline whole-genome sequencing (gWGS) with tumor sequencing and systematic phenotyping in children with solid tumors. Methods gWGS was performed in 309 children at diagnosis of CNS (n = 123, 40%) or extracranial (n = 186, 60%) solid tumors and analyzed for disease-causing variants in 189 known cancer predisposing genes. Tumor sequencing data were available for 74% (227/309) of patients. In addition, a standardized clinical assessment for underlying predisposition was performed in 95% (293/309) of patients. Findings The prevalence of ChiCaP diagnoses was 11% (35/309), of which 69% (24/35) were unknown at inclusion (diagnostic yield 8%, 24/298). A second-hit and/or relevant mutational signature was observed in 19/21 (90%) tumors with informative data. ChiCaP diagnoses were more prevalent among patients with retinoblastomas (50%, 6/12) and high-grade astrocytomas (37%, 6/16), and in those with non-cancer related features (23%, 20/88), and ≥2 positive ChiCaP criteria (28%, 22/79). ChiCaP diagnoses were autosomal dominant in 80% (28/35) of patients, yet confirmed de novo in 64% (18/28). The 35 ChiCaP findings resulted in tailored surveillance (86%, 30/35) and treatment recommendations (31%, 11/35). Interpretation Overall, our results demonstrate that systematic phenotyping, combined with genomics-based diagnostics of ChiCaP in children with solid tumors is feasible in large-scale clinical practice and critically guides personalized care in a sizable proportion of patients. Funding The study was supported by the Swedish Childhood Cancer Fund and the Ministry of Health and Social Affairs.
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Affiliation(s)
- Bianca Tesi
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Kristina Lagerstedt Robinson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
| | - Frida Abel
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Teresita Díaz de Ståhl
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Sara Orrsjö
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anna Poluha
- Clinical Genetics, Uppsala University Hospital, Uppsala, Sweden
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Maria Hellberg
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office of Medical Services, Region Skåne, Lund, Sweden
| | - Sandra Wessman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Sofie Samuelsson
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office of Medical Services, Region Skåne, Lund, Sweden
| | - Tony Frisk
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
- Childhood Cancer Research Unit, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Hartmut Vogt
- Crown Princess Victoria Children’s Hospital, and Division of Children’s and Women’s Health, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Karin Henning
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Magnus Sabel
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
- Queen Silvia Children’s Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Torben Ek
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
- Queen Silvia Children’s Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Niklas Pal
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Per Nyman
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
- Centre for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
| | - Geraldine Giraud
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
- Pediatric Oncology, Uppsala University Children’s Hospital, Uppsala, Sweden
- Department of Women’s and Children’s Health, Uppsala University, Sweden
| | - Joakim Wille
- Childhood Cancer Center, Skåne University Hospital, Lund, Sweden
| | - Cornelis Jan Pronk
- Childhood Cancer Center, Skåne University Hospital, Lund, Sweden
- Division of Molecular Hematology/Wallenberg Center for Molecular Medicine, Lund University, Sweden
| | | | - Magnus Borssén
- Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, Sweden
| | - Maria Fili
- Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- St. Erik Eye Hospital, Stockholm, Sweden
| | - Gustav Stålhammar
- Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- St. Erik Eye Hospital, Stockholm, Sweden
| | - Nikolas Herold
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
- Childhood Cancer Research Unit, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Giorgio Tettamanti
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Linda Arvidsson
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office of Medical Services, Region Skåne, Lund, Sweden
| | - Anna Rosén
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Katja Ekholm
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
| | | | - Anna-Lotta Hallbeck
- Department of Clinical Genetics, Linköping University Hospital, Linköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Margareta Nordling
- Department of Clinical Genetics, Linköping University Hospital, Linköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Pia Palmebäck
- Department of Clinical Genetics, Linköping University Hospital, Linköping, Sweden
| | - Per Kogner
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
- Childhood Cancer Research Unit, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Gunilla Kanter Smoler
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Päivi Lähteenmäki
- Childhood Cancer Research Unit, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Susanne Fransson
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Tommy Martinsson
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Alia Shamik
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Fredrik Mertens
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office of Medical Services, Region Skåne, Lund, Sweden
| | - Richard Rosenquist
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden
| | - Valtteri Wirta
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden
- Science for Life Laboratory, Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institutet of Technology, Stockholm, Sweden
| | - Emma Tham
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
| | - Pernilla Grillner
- Department of Pediatric Hematology and Oncology, Karolinska University Hospital, Stockholm, Sweden
- Childhood Cancer Research Unit, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Johanna Sandgren
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Gustaf Ljungman
- Pediatric Oncology, Uppsala University Children’s Hospital, Uppsala, Sweden
- Department of Women’s and Children’s Health, Uppsala University, Sweden
| | - David Gisselsson
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Office of Medical Services, Region Skåne, Lund, Sweden
| | - Fulya Taylan
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
| | - Ann Nordgren
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Clinical Genetics and Genomics, Karolinska University Hospital, Solna, Sweden
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden
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31
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Jessop SJ, Fuentos‐Bolanos N, Mayoh C, Dolman MEM, Tax G, Wong‐Erasmus M, Ajuyah P, Tyrell V, Marshall GM, Ziegler DS, Lau LMS. High throughput screening aids clinical decision-making in refractory acute myeloid leukaemia. Cancer Rep (Hoboken) 2024; 7:e2061. [PMID: 38662349 PMCID: PMC11044912 DOI: 10.1002/cnr2.2061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 02/29/2024] [Accepted: 03/24/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Despite advances in therapeutics for adverse-risk acute myeloid leukaemia (AML), overall survival remains poor, especially in refractory disease. Comprehensive tumour profiling and pre-clinical drug testing can identify effective personalised therapies. CASE We describe a case of ETV6-MECOM fusion-positive refractory AML, where molecular analysis and in vitro high throughput drug screening identified a tolerable, novel targeted therapy and provided rationale for avoiding what could have been a toxic treatment regimen. Ruxolitinib combined with hydroxyurea led to disease control and enhanced quality-of-life in a patient unsuitable for intensified chemotherapy or allogeneic stem cell transplantation. CONCLUSION This case report demonstrates the feasibility and role of combination pre-clinical high throughput screening to aid decision making in high-risk leukaemia. It also demonstrates the role a JAK1/2 inhibitor can have in the palliative setting in select patients with AML.
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Affiliation(s)
- S. J. Jessop
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Department for Haematology/OncologyWomen's and Children's HospitalSouth AustraliaAustralia
- Adelaide Medical SchoolUniversity of AdelaideSouth AustraliaAustralia
| | - N. Fuentos‐Bolanos
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - C. Mayoh
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. E. M. Dolman
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. Tax
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. Wong‐Erasmus
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - P. Ajuyah
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - V. Tyrell
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. M. Marshall
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - D. S. Ziegler
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - L. M. S. Lau
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
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32
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Dolman MEM, Ekert PG. Functional precision medicine for pediatric cancers. Nat Med 2024; 30:940-941. [PMID: 38605165 DOI: 10.1038/s41591-024-02863-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Affiliation(s)
- M Emmy M Dolman
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, New South Wales, Australia.
- UNSW Centre for Childhood Cancer Research, UNSW Sydney, Kensington, New South Wales, Australia.
| | - Paul G Ekert
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, New South Wales, Australia.
- UNSW Centre for Childhood Cancer Research, UNSW Sydney, Kensington, New South Wales, Australia.
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Melbourne, Victoria, Australia.
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
- Murdoch Children's Research Institute, The University of Melbourne Department of Paediatrics, Parkville, Melbourne, Victoria, Australia.
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33
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Chaix J, Schleiermacher G, Corradini N, André N, Thebaud E, Gambart M, Defachelles AS, Entz-Werle N, Chastagner P, De Carli É, Ducassou S, Landman-Parker J, Adam-de-Beaumais T, Larive A, Michiels S, Vassal G, Valteau-Couanet D, Geoerger B, Berlanga P. Clinical trial inclusion in patients with relapsed/refractory neuroblastoma following the European Precision Cancer Medicine trial MAPPYACTS. Eur J Cancer 2024; 201:113923. [PMID: 38377775 DOI: 10.1016/j.ejca.2024.113923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/22/2024]
Abstract
INTRODUCTION Despite poor survival for patients with relapsed or refractory neuroblastoma, only 10-16% of patients are reported to be included in early phase trials. This study aimed to explore the impact of molecular profiling within the prospective precision cancer medicine trial MAPPYACTS (NCT02613962) on subsequent early phase trial recruitment and treatment by matched targeted therapies in this population. METHODS AND MATERIALS Clinical data from all French patients with relapsed/refractory neuroblastoma enrolled in MAPPYACTS were analyzed for subsequent matched/non-matched targeted treatment based on clinical tumor board (CMTB) recommendations. RESULTS From 93 patients with neuroblastoma included in French centers, 78 (84%) underwent whole exome and RNA sequencing and were discussed in the CMTB. Higher rate of successful sequencing analysis was observed in patients with relapsed disease compared to those with refractory disease (p = 0.0002). Among the 50 patients that presented with a new disease relapse/progression after the CMTB recommendations, 35 patients (70%) had at least one actionable alteration identified on the tumor at the time of relapse. Eighteen patients (36%) were included in an early phase clinical trial, 11 of these with a matched agent, 7 with a non-matched treatment; 13 patients were included in the AcSé ESMART trial. Five patients (10%) received a matched targeted therapy outside a clinical trial. CONCLUSION Patients with neuroblastoma in the European MAPPYACTS trial were more likely to be included in early phase trials compared to previous reports. Early deep sequencing at first treatment failure, comprehensive therapeutic discussions in molecular tumor boards and innovative trials like AcSé -ESMART improve access to innovative therapies for patients with relapsed/refractory neuroblastoma. CLINICAL TRIAL REGISTRATION NCT02613962.
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Affiliation(s)
- Jordane Chaix
- Department of Pediatric and Adolescent Oncology, 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
| | - Nadège Corradini
- Department of Pediatric Oncology, Institut d'Hématologie 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
| | - Estelle Thebaud
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Nantes, France
| | - Marion Gambart
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Toulouse, France
| | | | - Natacha Entz-Werle
- Department of Pediatric Oncology, Hospices Civils de Strasbourg, Strasbourg, France
| | - Pascal Chastagner
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Vandoeuvre les Nancy, France
| | - Émilie De Carli
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Angers, France
| | - Stéphane Ducassou
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Bordeaux, France
| | | | - Tiphaine Adam-de-Beaumais
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Alicia Larive
- Biostatistics and Epidemiology Office, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Stefan Michiels
- Biostatistics and Epidemiology Office, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Gilles Vassal
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Dominique Valteau-Couanet
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, 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
| | - Pablo Berlanga
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France.
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34
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Acanda De La Rocha AM, Berlow NE, Fader M, Coats ER, Saghira C, Espinal PS, Galano J, Khatib Z, Abdella H, Maher OM, Vorontsova Y, Andrade-Feraud CM, Daccache A, Jacome A, Reis V, Holcomb B, Ghurani Y, Rimblas L, Guilarte TR, Hu N, Salyakina D, Azzam DJ. Feasibility of functional precision medicine for guiding treatment of relapsed or refractory pediatric cancers. Nat Med 2024; 30:990-1000. [PMID: 38605166 PMCID: PMC11031400 DOI: 10.1038/s41591-024-02848-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 01/31/2024] [Indexed: 04/13/2024]
Abstract
Children with rare, relapsed or refractory cancers often face limited treatment options, and few predictive biomarkers are available that can enable personalized treatment recommendations. The implementation of functional precision medicine (FPM), which combines genomic profiling with drug sensitivity testing (DST) of patient-derived tumor cells, has potential to identify treatment options when standard-of-care is exhausted. The goal of this prospective observational study was to generate FPM data for pediatric patients with relapsed or refractory cancer. The primary objective was to determine the feasibility of returning FPM-based treatment recommendations in real time to the FPM tumor board (FPMTB) within a clinically actionable timeframe (<4 weeks). The secondary objective was to assess clinical outcomes from patients enrolled in the study. Twenty-five patients with relapsed or refractory solid and hematological cancers were enrolled; 21 patients underwent DST and 20 also completed genomic profiling. Median turnaround times for DST and genomics were within 10 days and 27 days, respectively. Treatment recommendations were made for 19 patients (76%), of whom 14 received therapeutic interventions. Six patients received subsequent FPM-guided treatments. Among these patients, five (83%) experienced a greater than 1.3-fold improvement in progression-free survival associated with their FPM-guided therapy relative to their previous therapy, and demonstrated a significant increase in progression-free survival and objective response rate compared to those of eight non-guided patients. The findings from our proof-of-principle study illustrate the potential for FPM to positively impact clinical care for pediatric and adolescent patients with relapsed or refractory cancers and warrant further validation in large prospective studies. ClinicalTrials.gov registration: NCT03860376 .
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Affiliation(s)
- Arlet M Acanda De La Rocha
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | | | - Maggie Fader
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Nicklaus Children's Hospital, Miami, FL, USA
| | - Ebony R Coats
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Cima Saghira
- Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Paula S Espinal
- Center for Precision Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Jeanette Galano
- Center for Precision Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Ziad Khatib
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Nicklaus Children's Hospital, Miami, FL, USA
| | - Haneen Abdella
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Nicklaus Children's Hospital, Miami, FL, USA
| | - Ossama M Maher
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Nicklaus Children's Hospital, Miami, FL, USA
| | - Yana Vorontsova
- Center for Precision Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Cristina M Andrade-Feraud
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Aimee Daccache
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Alexa Jacome
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Victoria Reis
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Baylee Holcomb
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Yasmin Ghurani
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Lilliam Rimblas
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Nicklaus Children's Hospital, Miami, FL, USA
| | - Tomás R Guilarte
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Nan Hu
- Department of Biostatistics, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
| | - Daria Salyakina
- Center for Precision Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Diana J Azzam
- Department of Environmental Health Sciences, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA.
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35
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Mosquera Orgueira A, Krali O, Pérez Míguez C, Peleteiro Raíndo A, Díaz Arias JÁ, González Pérez MS, Pérez Encinas MM, Fernández Sanmartín M, Sinnet D, Heyman M, Lönnerholm G, Norén-Nyström U, Schmiegelow K, Nordlund J. Refining risk prediction in pediatric acute lymphoblastic leukemia through DNA methylation profiling. Clin Epigenetics 2024; 16:49. [PMID: 38549146 PMCID: PMC10976833 DOI: 10.1186/s13148-024-01662-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 03/16/2024] [Indexed: 04/02/2024] Open
Abstract
Acute lymphoblastic leukemia (ALL) is the most prevalent cancer in children, and despite considerable progress in treatment outcomes, relapses still pose significant risks of mortality and long-term complications. To address this challenge, we employed a supervised machine learning technique, specifically random survival forests, to predict the risk of relapse and mortality using array-based DNA methylation data from a cohort of 763 pediatric ALL patients treated in Nordic countries. The relapse risk predictor (RRP) was constructed based on 16 CpG sites, demonstrating c-indexes of 0.667 and 0.677 in the training and test sets, respectively. The mortality risk predictor (MRP), comprising 53 CpG sites, exhibited c-indexes of 0.751 and 0.754 in the training and test sets, respectively. To validate the prognostic value of the predictors, we further analyzed two independent cohorts of Canadian (n = 42) and Nordic (n = 384) ALL patients. The external validation confirmed our findings, with the RRP achieving a c-index of 0.667 in the Canadian cohort, and the RRP and MRP achieving c-indexes of 0.529 and 0.621, respectively, in an independent Nordic cohort. The precision of the RRP and MRP models improved when incorporating traditional risk group data, underscoring the potential for synergistic integration of clinical prognostic factors. The MRP model also enabled the definition of a risk group with high rates of relapse and mortality. Our results demonstrate the potential of DNA methylation as a prognostic factor and a tool to refine risk stratification in pediatric ALL. This may lead to personalized treatment strategies based on epigenetic profiling.
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Affiliation(s)
- Adrián Mosquera Orgueira
- Department of Hematology, University Hospital of Santiago de Compostela, Compostela, Spain.
- Health Research Institute of Santiago de Compostela, Compostela, Spain.
| | - Olga Krali
- Department of Medical Sciences, Molecular Precision Medicine, Uppsala University, Uppsala, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Andrés Peleteiro Raíndo
- Department of Hematology, University Hospital of Santiago de Compostela, Compostela, Spain
- Health Research Institute of Santiago de Compostela, Compostela, Spain
| | - José Ángel Díaz Arias
- Department of Hematology, University Hospital of Santiago de Compostela, Compostela, Spain
- Health Research Institute of Santiago de Compostela, Compostela, Spain
| | - Marta Sonia González Pérez
- Department of Hematology, University Hospital of Santiago de Compostela, Compostela, Spain
- Health Research Institute of Santiago de Compostela, Compostela, Spain
| | - Manuel Mateo Pérez Encinas
- Department of Hematology, University Hospital of Santiago de Compostela, Compostela, Spain
- Health Research Institute of Santiago de Compostela, Compostela, Spain
| | - Manuel Fernández Sanmartín
- Health Research Institute of Santiago de Compostela, Compostela, Spain
- Department of Pediatric Medicine, University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Daniel Sinnet
- Research Center, CHU Sainte-Justine, Montréal, Canada
- Department of Pediatrics, Université de Montréal, Montreal, Canada
| | - Mats Heyman
- Childhood Cancer Research Unit, Karolinska Institutet, Astrid Lindgren Children's Hospital, Karolinska University Hospital, Stockholm, Sweden
- For the Nordic Society of Pediatric Hematology and Oncology (NOPHO), Stockholm, Sweden
| | - Gudmar Lönnerholm
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
- For the Nordic Society of Pediatric Hematology and Oncology (NOPHO), Stockholm, Sweden
| | - Ulrika Norén-Nyström
- Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, Sweden
- For the Nordic Society of Pediatric Hematology and Oncology (NOPHO), Stockholm, Sweden
| | - Kjeld Schmiegelow
- Pediatrics and Adolescent Medicine, Rigshospitalet, and the Medical Faculty, Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- For the Nordic Society of Pediatric Hematology and Oncology (NOPHO), Stockholm, Sweden
| | - Jessica Nordlund
- Department of Medical Sciences, Molecular Precision Medicine, Uppsala University, Uppsala, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala, Sweden
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Mazariego CG, McKay S, Tyedmers E, Kelada L, McGill BC, Daly R, Wakefield CE, Ziegler DS, Taylor N. Co-design of a paediatric oncology medicines database (ProCure) to support complex care provision for children with a hard-to-treat cancer. Front Med (Lausanne) 2024; 11:1332434. [PMID: 38606155 PMCID: PMC11007026 DOI: 10.3389/fmed.2024.1332434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/05/2024] [Indexed: 04/13/2024] Open
Abstract
Objectives Paediatric oncologists often encounter challenges when seeking compassionate access to off-label therapies for their patients. This study employed implementation science and co-design techniques to develop the ProCure medicines database, with the goal of streamlining the application process and addressing identified barriers in paediatric oncology. Methods This study utilised an exploratory qualitative research design. Seventeen healthcare providers, including oncologists, nurse consultants, and allied health professionals, participated in semi-structured interviews guided by the Consolidated Framework for Implementation Research (CFIR) and a visual process map aid. Deductive qualitative data analysis, according to the CFIR constructs, identified key barriers and facilitators. Collaborative design sessions engaged multidisciplinary teams to develop the ProCure beta version. Results Barriers to off-label therapy access included resource-intensive applications, time sensitive decision-making, and complex pharmaceutical information. Facilitators included Drug Access Navigators, Molecular Tumour Boards, and a multi-disciplinary approach. ProCure addressed end-user needs by centralising medicines information. Additional features suggested by healthcare providers included blood-brain-barrier penetrability data and successful application examples. Conclusion ProCure represents a promising solution to the challenges paediatric oncologists face in accessing off-label therapies. By centralising information, it simplifies the application process, aids decision-making, and promotes a collaborative approach to patient care. The potential of the database to stream and enhance off-label therapy access underscores its relevance in improving paediatric oncology practise. Further research and implementation efforts are warranted to assess ProCure's real-world impact and refine its features based on user feedback.
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Affiliation(s)
- Carolyn G. Mazariego
- School of Population Health, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Skye McKay
- School of Population Health, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Elijah Tyedmers
- School of Population Health, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Lauren Kelada
- School of Clinical Medicine, University of New South Wales (UNSW) Sydney, Sydney, NSW, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Sydney, NSW, Australia
| | - Brittany C. McGill
- School of Clinical Medicine, University of New South Wales (UNSW) Sydney, Sydney, NSW, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Sydney, NSW, Australia
| | - Rebecca Daly
- School of Clinical Medicine, University of New South Wales (UNSW) Sydney, Sydney, NSW, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Sydney, NSW, Australia
| | - Claire E. Wakefield
- School of Clinical Medicine, University of New South Wales (UNSW) Sydney, Sydney, NSW, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Sydney, NSW, Australia
| | - David S. Ziegler
- Kids Cancer Centre, Sydney Children’s Hospital, Sydney, NSW, Australia
- Children’s Cancer Institute Australia, Lowy Cancer Research Centre, Sydney, NSW, Australia
| | - Natalie Taylor
- School of Population Health, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
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Andreiuolo F, Ferrone CK, Rajan S, Perry A, Guney E, Cham E, Giannini C, Toland A, Willard N, de Souza AS, Dazelle K, Chung HJ, Singh O, Conway K, Coley N, Dampier C, Abdullaev Z, Pratt D, Cimino PJ, Quezado M, Aldape K. Molecular and clinicopathologic characteristics of CNS embryonal tumors with BRD4::LEUTX fusion. Acta Neuropathol Commun 2024; 12:42. [PMID: 38500181 PMCID: PMC10946093 DOI: 10.1186/s40478-024-01746-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 02/19/2024] [Indexed: 03/20/2024] Open
Abstract
Central nervous system (CNS) embryonal tumors are a heterogeneous group of high-grade malignancies, and the increasing clinical use of methylation profiling and next-generation sequencing has led to the identification of molecularly distinct subtypes. One proposed tumor type, CNS tumor with BRD4::LEUTX fusion, has been described. As only a few CNS tumors with BRD4::LEUTX fusions have been described, we herein characterize a cohort of 9 such cases (4 new, 5 previously published) to further describe their clinicopathologic and molecular features. We demonstrate that CNS embryonal tumor with BRD4::LEUTX fusion comprises a well-defined methylation class/cluster. We find that patients are young (4 years or younger), with large tumors at variable locations, and frequently with evidence of leptomeningeal/cerebrospinal fluid (CSF) dissemination. Histologically, tumors were highly cellular with high-grade embryonal features. Immunohistochemically, 5/5 cases showed synaptophysin and 4/5 showed OLIG2 expression, thus overlapping with CNS neuroblastoma, FOXR2-activated. DNA copy number profiles were generally flat; however, two tumors had chromosome 1q gains. No recurring genomic changes, besides the presence of the fusion, were found. The LEUTX portion of the fusion transcript was constant in all cases assessed, while the BRD4 portion varied but included a domain with proto-oncogenic activity in all cases. Two patients with clinical follow up available had tumors with excellent response to chemotherapy. Two of our patients were alive without evidence of recurrence or progression after gross total resection and chemotherapy at 16 and 33 months. One patient relapsed, and the last of our four patients died of disease one month after diagnosis. Overall, this case series provides additional evidence for this as a distinct tumor type defined by the presence of a specific fusion as well as a distinct DNA methylation signature. Studies on larger series are required to further characterize these tumors.
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Affiliation(s)
- Felipe Andreiuolo
- Department of Pathology, Rede D'Or, Rio de Janeiro, RJ, Brazil
- D'Or Institute for Research and Education, Rio de Janeiro, RJ, Brazil
- Department of Pathology, Instituto Estadual Do Cérebro Paulo Niemeyer, Rio de Janeiro, RJ, Brazil
| | - Christina K Ferrone
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Sharika Rajan
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Arie Perry
- Department of Pathology, University of California, San Francisco, San Francisco, CA, USA
| | - Ekin Guney
- Department of Pathology, University of California, San Francisco, San Francisco, CA, USA
| | - Elaine Cham
- Department of Pathology, University of California, San Francisco, San Francisco, CA, USA
| | - Caterina Giannini
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Angus Toland
- Department of Pathology, University of Colorado Hospital, Aurora, CO, USA
| | - Nicholas Willard
- Department of Pathology, University of Colorado Hospital, Aurora, CO, USA
| | | | - Karen Dazelle
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Hye-Jung Chung
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Omkar Singh
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Kyle Conway
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Nicholas Coley
- Diagnostic Pathology Medical Group, Inc., Sacramento, CA, USA
| | - Christopher Dampier
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Zied Abdullaev
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Drew Pratt
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Patrick J Cimino
- Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Martha Quezado
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA
| | - Kenneth Aldape
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., Room 2S235, Bethesda, MD, 20892, USA.
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d’Amati A, Bargiacchi L, Rossi S, Carai A, Bertero L, Barresi V, Errico ME, Buccoliero AM, Asioli S, Marucci G, Del Baldo G, Mastronuzzi A, Miele E, D’Antonio F, Schiavello E, Biassoni V, Massimino M, Gessi M, Antonelli M, Gianno F. Pediatric CNS tumors and 2021 WHO classification: what do oncologists need from pathologists? Front Mol Neurosci 2024; 17:1268038. [PMID: 38544524 PMCID: PMC10966132 DOI: 10.3389/fnmol.2024.1268038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 02/23/2024] [Indexed: 05/14/2024] Open
Abstract
The fifth edition of the WHO Classification of Tumors of the Central Nervous System (CNS), published in 2021, established new approaches to both CNS tumor nomenclature and grading, emphasizing the importance of integrated diagnoses and layered reports. This edition increased the role of molecular diagnostics in CNS tumor classification while still relying on other established approaches such as histology and immunohistochemistry. Moreover, it introduced new tumor types and subtypes based on novel diagnostic technologies such as DNA methylome profiling. Over the past decade, molecular techniques identified numerous key genetic alterations in CSN tumors, with important implications regarding the understanding of pathogenesis but also for prognosis and the development and application of effective molecularly targeted therapies. This review summarizes the major changes in the 2021 fifth edition classification of pediatric CNS tumors, highlighting for each entity the molecular alterations and other information that are relevant for diagnostic, prognostic, or therapeutic purposes and that patients' and oncologists' need from a pathology report.
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Affiliation(s)
- Antonio d’Amati
- Unit of Anatomical Pathology, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari “Aldo Moro”, Bari, Italy
- Unit of Human Anatomy and Histology, Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari “Aldo Moro”, Bari, Italy
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- Neuropathology Unit, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Università Cattolica S. Cuore, Roma, Italy
| | - Lavinia Bargiacchi
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
| | - Sabrina Rossi
- Pathology Unit, Department of Laboratories, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Andrea Carai
- Department of Neuroscience and Neurorehabilitation, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Valeria Barresi
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Maria Elena Errico
- Department of Pathology, AORN Santobono Pausilipon, Pediatric Hospital, Naples, Italy
| | | | - Sofia Asioli
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Gianluca Marucci
- Neuropathology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Giada Del Baldo
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Angela Mastronuzzi
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Evelina Miele
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Federica D’Antonio
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Elisabetta Schiavello
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Veronica Biassoni
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marco Gessi
- Neuropathology Unit, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Università Cattolica S. Cuore, Roma, Italy
| | - Manila Antonelli
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- IRCCS Neuromed, Pozzilli, Isernia, Italy
| | - Francesca Gianno
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- IRCCS Neuromed, Pozzilli, Isernia, Italy
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Stoltze UK, Foss-Skiftesvik J, Hansen TVO, Rasmussen S, Karczewski KJ, Wadt KAW, Schmiegelow K. The evolutionary impact of childhood cancer on the human gene pool. Nat Commun 2024; 15:1881. [PMID: 38424437 PMCID: PMC10904397 DOI: 10.1038/s41467-024-45975-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 02/08/2024] [Indexed: 03/02/2024] Open
Abstract
Germline pathogenic variants associated with increased childhood mortality must be subject to natural selection. Here, we analyze publicly available germline genetic metadata from 4,574 children with cancer [11 studies; 1,083 whole exome sequences (WES), 1,950 whole genome sequences (WGS), and 1,541 gene panel] and 141,456 adults [125,748 WES and 15,708 WGS]. We find that pediatric cancer predisposition syndrome (pCPS) genes [n = 85] are highly constrained, harboring only a quarter of the loss-of-function variants that would be expected. This strong indication of selective pressure on pCPS genes is found across multiple lines of germline genomics data from both pediatric and adult cohorts. For six genes [ELP1, GPR161, VHL and SDHA/B/C], a clear lack of mutational constraint calls the pediatric penetrance and/or severity of associated cancers into question. Conversely, out of 23 known pCPS genes associated with biallelic risk, two [9%, DIS3L2 and MSH2] show significant constraint, indicating that they may monoallelically increase childhood cancer risk. In summary, we show that population genetic data provide empirical evidence that heritable childhood cancer leads to natural selection powerful enough to have significantly impacted the present-day gene pool.
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Affiliation(s)
- Ulrik Kristoffer Stoltze
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark.
- Department of Clinical Genetics, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark.
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Merkin Building, 415 Main St, Cambridge, MA, 02142, USA.
| | - Jon Foss-Skiftesvik
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark
- Department of Neurosurgery, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark
| | - Thomas van Overeem Hansen
- Department of Clinical Genetics, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark
- Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Simon Rasmussen
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Konrad J Karczewski
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Merkin Building, 415 Main St, Cambridge, MA, 02142, USA
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
- Center for Genomic Medicine, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
| | - Karin A W Wadt
- Department of Clinical Genetics, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark
- Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Blegdamsvej 9, Copenhagen, The Capital Region, Denmark.
- Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, Denmark.
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Aw SJ, Tan EEK, Low SYY, Kuick CH, Goh JY, Chang KTE. CNS embryonal tumour with concomitant novel BRD4::CTRC1 fusion and BCOR internal tandem duplication - evidence for synergism and non-mutually exclusive alterations in CNS embryonal tumours. Acta Neuropathol Commun 2024; 12:33. [PMID: 38409021 PMCID: PMC10898127 DOI: 10.1186/s40478-024-01741-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 02/09/2024] [Indexed: 02/28/2024] Open
Affiliation(s)
- Sze Jet Aw
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.
| | - Enrica Ee Kar Tan
- Paediatric Haematology/Oncology Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Sharon Yin Yee Low
- Neurosurgical Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Chik Hong Kuick
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Jian Yuan Goh
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Kenneth Tou En Chang
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
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Gatz SA, Harttrampf AC, Brard C, Bautista F, André N, Abbou S, Rubino J, Rondof W, Deloger M, Rübsam M, Marshall LV, Hübschmann D, Nebchi S, Aerts I, Thebaud E, De Carli E, Defachelles AS, Paoletti X, Godin R, Miah K, Mortimer PGS, Vassal G, Geoerger B. Phase I/II Study of the WEE1 Inhibitor Adavosertib (AZD1775) in Combination with Carboplatin in Children with Advanced Malignancies: Arm C of the AcSé-ESMART Trial. Clin Cancer Res 2024; 30:741-753. [PMID: 38051741 DOI: 10.1158/1078-0432.ccr-23-2959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/06/2023] [Accepted: 11/30/2023] [Indexed: 12/07/2023]
Abstract
PURPOSE AcSé-ESMART Arm C aimed to define the recommended dose and activity of the WEE1 inhibitor adavosertib in combination with carboplatin in children and young adults with molecularly enriched recurrent/refractory malignancies. PATIENTS AND METHODS Adavosertib was administered orally, twice every day on Days 1 to 3 and carboplatin intravenously on Day 1 of a 21-day cycle, starting at 100 mg/m2/dose and AUC 5, respectively. Patients were enriched for molecular alterations in cell cycle and/or homologous recombination (HR). RESULTS Twenty patients (median age: 14.0 years; range: 3.4-23.5) were included; 18 received 69 treatment cycles. Dose-limiting toxicities were prolonged grade 4 neutropenia and grade 3/4 thrombocytopenia requiring transfusions, leading to two de-escalations to adavosertib 75 mg/m2/dose and carboplatin AUC 4; no recommended phase II dose was defined. Main treatment-related toxicities were hematologic and gastrointestinal. Adavosertib exposure in children was equivalent to that in adults; both doses achieved the cell kill target. Overall response rate was 11% (95% confidence interval, 0.0-25.6) with partial responses in 2 patients with neuroblastoma. One patient with medulloblastoma experienced unconfirmed partial response and 5 patients had stable disease beyond four cycles. Seven of these eight patients with clinical benefit had alterations in HR, replication stress, and/or RAS pathway genes with or without TP53 alterations, whereas TP53 pathway alterations alone (8/10) or no relevant alterations (2/10) were present in the 10 patients without benefit. CONCLUSIONS Adavosertib-carboplatin combination exhibited significant hematologic toxicity. Activity signals and identified potential biomarkers suggest further studies with less hematotoxic DNA-damaging therapy in molecularly enriched pediatric cancers.
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Affiliation(s)
- Susanne A Gatz
- Institute of Cancer and Genomic Sciences, University of Birmingham; Women's and Children's NHS Foundation Trust, Birmingham, United Kingdom
| | - Anne C Harttrampf
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Villejuif, France
- Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Caroline Brard
- Gustave Roussy Cancer Campus, Biostatistics and Epidemiology Unit, INSERM U1018, CESP, Université Paris-Saclay, Université Paris-Sud, UVSQ, Villejuif, France
| | - Francisco Bautista
- Hospital Niño Jesús, Department of Pediatric Oncology, Hematology and Stem Cell Transplantation, Madrid, Spain
| | - Nicolas André
- Hôpital de la Timone, AP-HM, Department of Pediatric Oncology, Marseille, France
- UMR INSERM 1068, CNRS UMR 7258, Aix Marseille Université U105, Marseille, Cancer Research Center (CRCM), Marseille, France
| | - Samuel Abbou
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Villejuif, France
| | - Jonathan Rubino
- Gustave Roussy Cancer Campus, Clinical Research Direction, Villejuif, France
| | - Windy Rondof
- Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
- Gustave Roussy Cancer Campus, Bioinformatics platform, Université Paris-Saclay, Villejuif, France
| | - Marc Deloger
- Gustave Roussy Cancer Campus, Bioinformatics platform, Université Paris-Saclay, Villejuif, France
| | - Marc Rübsam
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center
| | - Lynley V Marshall
- Royal Marsden Hospital & The Institute of Cancer Research, Paediatric and Adolescent Oncology Drug Development Unit, London, United Kingdom
| | - Daniel Hübschmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center
- Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem cell Technology and Experimental Medicine (HI-STEM); German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Souad Nebchi
- Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Isabelle Aerts
- Institut Curie, SIREDO Oncology Center (Care, Innovation and research for children and AYA with cancer), PSL Research University, Paris, France
| | - Estelle Thebaud
- Centre Hospitalier Universitaire, Department of Pediatric Oncology, Nantes, France
| | - Emilie De Carli
- Centre Hospitalier Universitaire, Department of Pediatric Oncology, Angers, France
| | | | - Xavier Paoletti
- Gustave Roussy Cancer Campus, Biostatistics and Epidemiology Unit, INSERM U1018, CESP, Université Paris-Saclay, Université Paris-Sud, UVSQ, Villejuif, France
| | - Robert Godin
- AstraZeneca Oncology External R&D, Waltham, Massachusetts
| | - Kowser Miah
- Clinical Pharmacology and Quantitative Pharmacology, AstraZeneca, Waltham, Massachusetts
| | | | - Gilles Vassal
- Gustave Roussy Cancer Campus, Clinical Research Direction, Villejuif, France
| | - Birgit Geoerger
- Gustave Roussy Cancer Campus, Department of Pediatric and Adolescent Oncology, Villejuif, France
- Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
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Fielding D, Lakis V, Dalley AJ, Chittoory H, Newell F, Koufariotis LT, Patch AM, Kazakoff S, Bashirzadeh F, Son JH, Ryan K, Steinfort D, Williamson JP, Bint M, Pahoff C, Nguyen PT, Twaddell S, Arnold D, Grainge C, Pattison A, Fairbairn D, Gune S, Christie J, Holmes O, Leonard C, Wood S, Pearson JV, Lakhani SR, Waddell N, Simpson PT, Nones K. Evaluation of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) Samples from Advanced Non-Small Cell Lung Cancer for Whole Genome, Whole Exome and Comprehensive Panel Sequencing. Cancers (Basel) 2024; 16:785. [PMID: 38398180 PMCID: PMC10887389 DOI: 10.3390/cancers16040785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is often the only source of tumor tissue from patients with advanced, inoperable lung cancer. EBUS-TBNA aspirates are used for the diagnosis, staging, and genomic testing to inform therapy options. Here we extracted DNA and RNA from 220 EBUS-TBNA aspirates to evaluate their suitability for whole genome (WGS), whole exome (WES), and comprehensive panel sequencing. For a subset of 40 cases, the same nucleic acid extraction was sequenced using WGS, WES, and the TruSight Oncology 500 assay. Genomic features were compared between sequencing platforms and compared with those reported by clinical testing. A total of 204 aspirates (92.7%) had sufficient DNA (100 ng) for comprehensive panel sequencing, and 109 aspirates (49.5%) had sufficient material for WGS. Comprehensive sequencing platforms detected all seven clinically reported tier 1 actionable mutations, an additional three (7%) tier 1 mutations, six (15%) tier 2-3 mutations, and biomarkers of potential immunotherapy benefit (tumor mutation burden and microsatellite instability). As expected, WGS was more suited for the detection and discovery of emerging novel biomarkers of treatment response. WGS could be performed in half of all EBUS-TBNA aspirates, which points to the enormous potential of EBUS-TBNA as source material for large, well-curated discovery-based studies for novel and more effective predictors of treatment response. Comprehensive panel sequencing is possible in the vast majority of fresh EBUS-TBNA aspirates and enhances the detection of actionable mutations over current clinical testing.
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Affiliation(s)
- David Fielding
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Andrew J. Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Lambros T. Koufariotis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Jung Hwa Son
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Kimberley Ryan
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Daniel Steinfort
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Jonathan P. Williamson
- Department of Thoracic Medicine, Liverpool Hospital Sydney, Sydney, NSW 2170, Australia;
| | - Michael Bint
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - Carl Pahoff
- Department of Thoracic Medicine, Gold Coast University Hospital, Southport, QLD 4215, Australia;
| | - Phan Tien Nguyen
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, SA 5000, Australia;
| | - Scott Twaddell
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - David Arnold
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Christopher Grainge
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Andrew Pattison
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - David Fairbairn
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Shailendra Gune
- NSW Health Pathology South, Liverpool Hospital, Sydney, NSW 2170, Australia;
| | - Jemma Christie
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - John V. Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Sunil R. Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Peter T. Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
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Capasso M, Brignole C, Lasorsa VA, Bensa V, Cantalupo S, Sebastiani E, Quattrone A, Ciampi E, Avitabile M, Sementa AR, Mazzocco K, Cafferata B, Gaggero G, Vellone VG, Cilli M, Calarco E, Giusto E, Perri P, Aveic S, Fruci D, Tondo A, Luksch R, Mura R, Rabusin M, De Leonardis F, Cellini M, Coccia P, Iolascon A, Corrias MV, Conte M, Garaventa A, Amoroso L, Ponzoni M, Pastorino F. From the identification of actionable molecular targets to the generation of faithful neuroblastoma patient-derived preclinical models. J Transl Med 2024; 22:151. [PMID: 38351008 PMCID: PMC10863144 DOI: 10.1186/s12967-024-04954-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/03/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Neuroblastoma (NB) represents the most frequent and aggressive form of extracranial solid tumor of infants. Although the overall survival of patients with NB has improved in the last years, more than 50% of high-risk patients still undergo a relapse. Thus, in the era of precision/personalized medicine, the need for high-risk NB patient-specific therapies is urgent. METHODS Within the PeRsonalizEd Medicine (PREME) program, patient-derived NB tumors and bone marrow (BM)-infiltrating NB cells, derived from either iliac crests or tumor bone lesions, underwent to histological and to flow cytometry immunophenotyping, respectively. BM samples containing a NB cells infiltration from 1 to 50 percent, underwent to a subsequent NB cells enrichment using immune-magnetic manipulation. Then, NB samples were used for the identification of actionable targets and for the generation of 3D/tumor-spheres and Patient-Derived Xenografts (PDX) and Cell PDX (CPDX) preclinical models. RESULTS Eighty-four percent of NB-patients showed potentially therapeutically targetable somatic alterations (including point mutations, copy number variations and mRNA over-expression). Sixty-six percent of samples showed alterations, graded as "very high priority", that are validated to be directly targetable by an approved drug or an investigational agent. A molecular targeted therapy was applied for four patients, while a genetic counseling was suggested to two patients having one pathogenic germline variant in known cancer predisposition genes. Out of eleven samples implanted in mice, five gave rise to (C)PDX, all preserved in a local PDX Bio-bank. Interestingly, comparing all molecular alterations and histological and immunophenotypic features among the original patient's tumors and PDX/CPDX up to second generation, a high grade of similarity was observed. Notably, also 3D models conserved immunophenotypic features and molecular alterations of the original tumors. CONCLUSIONS PREME confirms the possibility of identifying targetable genomic alterations in NB, indeed, a molecular targeted therapy was applied to four NB patients. PREME paves the way to the creation of clinically relevant repositories of faithful patient-derived (C)PDX and 3D models, on which testing precision, NB standard-of-care and experimental medicines.
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Affiliation(s)
- Mario Capasso
- Department of Medical Biotechnology, University of Naples Federico II, 80138, Naples, Italy
- CEINGE Advanced Biotecnology, 80138, Naples, Italy
| | - Chiara Brignole
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | | | - Veronica Bensa
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Sueva Cantalupo
- Department of Medical Biotechnology, University of Naples Federico II, 80138, Naples, Italy
- CEINGE Advanced Biotecnology, 80138, Naples, Italy
| | | | | | - Eleonora Ciampi
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Marianna Avitabile
- Department of Medical Biotechnology, University of Naples Federico II, 80138, Naples, Italy
- CEINGE Advanced Biotecnology, 80138, Naples, Italy
| | - Angela R Sementa
- Pathological Anatomy, IRCCS Istituto Giannina Gaslini, 16147, Genoa, Italy
| | - Katia Mazzocco
- Pathological Anatomy, IRCCS Istituto Giannina Gaslini, 16147, Genoa, Italy
| | - Barbara Cafferata
- Pathological Anatomy, IRCCS Istituto Giannina Gaslini, 16147, Genoa, Italy
| | - Gabriele Gaggero
- Pathological Anatomy, IRCCS Istituto Giannina Gaslini, 16147, Genoa, Italy
| | - Valerio G Vellone
- Pathological Anatomy, IRCCS Istituto Giannina Gaslini, 16147, Genoa, Italy
| | - Michele Cilli
- Animal Facility, IRCCS Policlinico San Martino, 16100, Genoa, Italy
| | - Enzo Calarco
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Elena Giusto
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Patrizia Perri
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Sanja Aveic
- Pediatric Research Institute Città Della Speranza, 35127, Padua, Italy
| | - Doriana Fruci
- Department of Emato-Oncology, Bambino Gesù Children's Hospital, 00146, -Rome, Italy
| | - Annalisa Tondo
- Department of Emato-Oncology, Anna Meyer Children's Hospital, 50139, Florence, Italy
| | - Roberto Luksch
- Emato-Oncology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, 20133, Milan, Italy
| | - Rossella Mura
- Emato-Oncology Unit, Azienda Ospedaliera Brotzu, 09047, Cagliari, Italy
| | - Marco Rabusin
- Pediatric Department, Institute for Maternal and Child Health, IRCCS Burlo Garofolo, 34137, Trieste, Italy
| | | | - Monica Cellini
- Emato-Oncology Unit, University-Hospital Polyclinic of Modena, 41124, Modena, Italy
| | - Paola Coccia
- University-Hospital of Marche, Presidio Ospedaliero "G. Salesi", 60126, Ancona, Italy
| | - Achille Iolascon
- Department of Medical Biotechnology, University of Naples Federico II, 80138, Naples, Italy
- CEINGE Advanced Biotecnology, 80138, Naples, Italy
| | - Maria V Corrias
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
| | - Massimo Conte
- Clinical Oncology Unit, IRCCS Istituto Giannina Gaslini, 16147, -Genoa, Italy
| | - Alberto Garaventa
- Clinical Oncology Unit, IRCCS Istituto Giannina Gaslini, 16147, -Genoa, Italy
| | - Loredana Amoroso
- Clinical Oncology Unit, IRCCS Istituto Giannina Gaslini, 16147, -Genoa, Italy
| | - Mirco Ponzoni
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy.
| | - Fabio Pastorino
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, Via G. Gaslini 5, 16147, Genoa, Italy
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Sholler GLS, Bergendahl G, Lewis EC, Kraveka J, Ferguson W, Nagulapally AB, Dykema K, Brown VI, Isakoff MS, Junewick J, Mitchell D, Rawwas J, Roberts W, Eslin D, Oesterheld J, Wada RK, Pastakia D, Harrod V, Ginn K, Saab R, Bielamowicz K, Glover J, Chang E, Hanna GK, Enriquez D, Izatt T, Halperin RF, Moore A, Byron SA, Hendricks WPD, Trent JM. Molecular-guided therapy for the treatment of patients with relapsed and refractory childhood cancers: a Beat Childhood Cancer Research Consortium trial. Genome Med 2024; 16:28. [PMID: 38347552 PMCID: PMC10860258 DOI: 10.1186/s13073-024-01297-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/24/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Children with relapsed central nervous system (CNS tumors), neuroblastoma, sarcomas, and other rare solid tumors face poor outcomes. This prospective clinical trial examined the feasibility of combining genomic and transcriptomic profiling of tumor samples with a molecular tumor board (MTB) approach to make real‑time treatment decisions for children with relapsed/refractory solid tumors. METHODS Subjects were divided into three strata: stratum 1-relapsed/refractory neuroblastoma; stratum 2-relapsed/refractory CNS tumors; and stratum 3-relapsed/refractory rare solid tumors. Tumor samples were sent for tumor/normal whole-exome (WES) and tumor whole-transcriptome (WTS) sequencing, and the genomic data were used in a multi-institutional MTB to make real‑time treatment decisions. The MTB recommended plan allowed for a combination of up to 4 agents. Feasibility was measured by time to completion of genomic sequencing, MTB review and initiation of treatment. Response was assessed after every two cycles using Response Evaluation Criteria in Solid Tumors (RECIST). Patient clinical benefit was calculated by the sum of the CR, PR, SD, and NED subjects divided by the sum of complete response (CR), partial response (PR), stable disease (SD), no evidence of disease (NED), and progressive disease (PD) subjects. Grade 3 and higher related and unexpected adverse events (AEs) were tabulated for safety evaluation. RESULTS A total of 186 eligible patients were enrolled with 144 evaluable for safety and 124 evaluable for response. The average number of days from biopsy to initiation of the MTB-recommended combination therapy was 38 days. Patient benefit was exhibited in 65% of all subjects, 67% of neuroblastoma subjects, 73% of CNS tumor subjects, and 60% of rare tumor subjects. There was little associated toxicity above that expected for the MGT drugs used during this trial, suggestive of the safety of utilizing this method of selecting combination targeted therapy. CONCLUSIONS This trial demonstrated the feasibility, safety, and efficacy of a comprehensive sequencing model to guide personalized therapy for patients with any relapsed/refractory solid malignancy. Personalized therapy was well tolerated, and the clinical benefit rate of 65% in these heavily pretreated populations suggests that this treatment strategy could be an effective option for relapsed and refractory pediatric cancers. TRIAL REGISTRATION ClinicalTrials.gov, NCT02162732. Prospectively registered on June 11, 2014.
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Affiliation(s)
- Giselle L Saulnier Sholler
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA.
| | - Genevieve Bergendahl
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | | | | | - William Ferguson
- Cardinal Glennon Children's Medical Center, St. Louis University School of Medicine, St. Louis, MO, USA
| | - Abhinav B Nagulapally
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | - Karl Dykema
- Levine Children's Hospital, Atrium Health, Charlotte, NC, USA
| | - Valerie I Brown
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | | | - Joseph Junewick
- Helen DeVos Children's Hospital, Spectrum Health, Grand Rapids, MI, USA
| | - Deanna Mitchell
- Helen DeVos Children's Hospital, Spectrum Health, Grand Rapids, MI, USA
| | - Jawhar Rawwas
- Children's Hospitals and Clinics of Minnesota, Minneapolis, USA
| | - William Roberts
- Rady Children's Hospital-San Diego and UC San Diego School of Medicine, San Diego, CA, USA
| | - Don Eslin
- St. Joseph's Children's Hospital, Tampa, FL, USA
| | | | - Randal K Wada
- Kapiolani Medical Center for Women and Children, University of Hawaii, Honolulu, HI, USA
| | | | - Virginia Harrod
- Dell Children's Blood and Cancer Center, Ascension Dell Children's, Austin, TX, USA
| | | | - Raya Saab
- Stanford Medicine Children's Health, Palo Alto, CA, USA
| | | | | | | | - Gina K Hanna
- Orlando Health Cancer Institute, Orlando, FL, USA
| | | | - Tyler Izatt
- Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | - Abigail Moore
- Division of Pediatric Hematology/Oncology, Penn State Health Children's Hospital, 500 University Drive, MC-H085, Rm. C7621, Hershey, PA, 17033-0850, USA
| | - Sara A Byron
- Translational Genomics Research Institute, Phoenix, AZ, USA
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45
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Mardis ER. Overview of modern genomic tools for diagnosis and precision therapy of childhood solid cancers. Curr Opin Pediatr 2024; 36:71-77. [PMID: 37972971 PMCID: PMC10763706 DOI: 10.1097/mop.0000000000001311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
PURPOSE OF REVIEW The application of technology and computational analyses to generate new data types from pediatric solid cancers is transforming diagnostic accuracy. This review provides an overview of such new capabilities in the pursuit of improved treatment for essentially rare and underserved diseases that are the highest cause of mortality in children over one year of age. Sophisticated ways of identifying therapeutic vulnerabilities for highly personalized treatment are presented alongside cutting-edge disease response monitoring by liquid biopsy. RECENT FINDINGS Precision molecular profiling data are now being combined with conventional pathology-based evaluation of pediatric cancer tissues. The resulting diagnostic information can be used to guide therapeutic decision-making, including the use of small molecule inhibitors and of immunotherapies. Integrating somatic and germline variant profiles constitutes a critical component of this emerging paradigm, as does tissue-of-origin derivation from methylation profiling, and rapid screening of potential therapies. These new approaches are poised for use in disease response and therapy resistance monitoring. SUMMARY The integration of clinical molecular profiling data with pathology can provide a highly precise diagnosis, identify therapeutic vulnerabilities, and monitor patient responses, providing next steps toward precision oncology for improved outcomes, including reducing lifelong treatment-related sequelae.
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Affiliation(s)
- Elaine R Mardis
- The Steve and Cindy Rasmussen Institute for Genomic Medicine at Nationwide Children's Hospital, Columbus, Ohio, USA
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46
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Wallin S, Øra I, Prochazka G, Sandgren J, Björklund C, Ljungman G, Vogt H, Ek T, van Tilburg CM, Nilsson A. Implementing data on targeted therapy from the INFORM registry platform for children with relapsed cancer in Sweden. Front Oncol 2024; 14:1340099. [PMID: 38357207 PMCID: PMC10865092 DOI: 10.3389/fonc.2024.1340099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 01/09/2024] [Indexed: 02/16/2024] Open
Abstract
Background Advances in treatment of childhood malignancies have improved overall cure rates to 80%. Nevertheless, cancer is still the most common cause of childhood mortality in Sweden. The prognosis is particularly poor for relapse of high-risk malignancies. In the international INFORM registry, tumor tissue from patients with relapsed, refractory, or progressive pediatric cancer as well as from very-high risk primary tumors is biologically characterized using next-generation sequencing to identify possible therapeutic targets. We analyzed data from Swedish children included in the INFORM registry concerning patient characteristics, survival, sequencing results and whether targeted treatment was administered to the children based on the molecular findings. Methods A registry-based descriptive analysis of 184 patients included in the INFORM registry in Sweden during 2016-2021. Results The most common diagnoses were soft tissue and bone sarcomas followed by high grade gliomas [including diffuse intrinsic pontine glioma (DIPG)]. Complete molecular analysis was successful for 203/212 samples originating from 184 patients. In 88% of the samples, at least one actionable target was identified. Highly prioritized targets, according to a preset scale, were identified in 48 (24%) samples from 40 patients and 24 of these patients received matched targeted treatment but only six children within a clinical trial. No statistically significant benefit in terms of overall survival or progression free survival was observed between children treated with matched targeted treatment compared to all others. Conclusion This international collaborative study demonstrate feasibility regarding sequencing of pediatric high-risk tumors providing molecular data regarding potential actionable targets to clinicians. For a few individuals the INFORM analysis was of utmost importance and should be regarded as a new standard of care with the potential to guide targeted therapy.
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Affiliation(s)
- Sofia Wallin
- Division of Pediatric Oncology, Department of Women and Children´s Health, Karolinska Institutet, Stockholm, Sweden
| | - Ingrid Øra
- Division of Pediatric Hematology-Oncology, Skåne University Hospital, & Clinical Sciences IKVL, Lund University, Lund, Sweden
| | - Gabriela Prochazka
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Johanna Sandgren
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Caroline Björklund
- Division of Pediatric Hematology-Oncology, Umeå University Hospital, Umeå, Sweden
| | - Gustaf Ljungman
- Department of Women and Children´s Health, Pediatric Hematology-Oncology Uppsala University, Uppsala, Sweden
| | - Hartmut Vogt
- Division of Pediatric Hematology-Oncology B153, Crown Princess Victoria Children’s Hospital, and Division of Children's and Women's Health, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Torben Ek
- University of Gothenburg and Children´s Cancer Center, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - 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), National Center for Tumor diseases (NCT), Heidelberg, Germany
| | - Anna Nilsson
- Division of Pediatric Oncology, Department of Women and Children´s Health, Karolinska Institutet, Stockholm, Sweden
- Division of Pediatric Hematology-Oncology, Tema Barn, Astrid Lindgren Children’s Hospital, Stockholm, Sweden
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47
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Kuk SK, Kim K, Lee JI, Pang K. Prognostic DNA mutation and mRNA expression analysis of perineural invasion in oral squamous cell carcinoma. Sci Rep 2024; 14:2427. [PMID: 38287071 PMCID: PMC10825128 DOI: 10.1038/s41598-024-52745-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/23/2024] [Indexed: 01/31/2024] Open
Abstract
This study analyzed oral squamous cell carcinoma (OSCC) genomes and transcriptomes in relation to perineural invasion (PNI) and prognosis using Cancer Genome Atlas data and validated these results with GSE41613 data. Gene set enrichment analysis (GSEA), gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes were conducted. We identified 22 DNA mutations associated with both overall survival (OS) and PNI. Among them, TGFBR1 and RPS6KA4 mRNAs were overexpressed, while TYRO3 and GPR137 mRNAs were underexpressed in PNI patients. Among the 141 mRNA genes associated with both OS and PNI, we found overlap with PNI-related DNA mutations, including ZNF43, TEX10, TPSD1, and PSD3. In GSE41613 data, TGFBR1, RPS6KA4, TYRO3, GPR137, TEX10 and TPSD1 mRNAs were expressed differently according to the prognosis. The 22 DNA-mutated genes clustered into nervous system development, regulation of DNA-templated transcription, and transforming growth factor beta binding. GSEA analysis of mRNAs revealed upregulation of hallmarks epithelial mesenchymal transition (EMT), TNFα signaling via NF-κB, and IL2 STAT5 signaling. EMT upregulation aligned with the TGFBR1 DNA mutation, supporting its significance in PNI. These findings suggest a potential role of PNI genes in the prognosis of OSCC, providing insights for diagnosis and treatment of OSCC.
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Affiliation(s)
- Su Kyung Kuk
- Division of Biomedical Informatics, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Kitae Kim
- Department of Molecular Genetics, School of Dentistry and Dental Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Jae Il Lee
- Department of Oral Pathology, School of Dentistry and Dental Research, Seoul National University, Seoul, Republic of Korea
| | - KangMi Pang
- Department of Oral and Maxillofacial Surgery, School of Dentistry, Seoul National University, 101, Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
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48
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Andrew EC, Lewin J, Desai J, Orme L, Hamilton A, Bae S, Zhu W, Nicolson S, Varghese LN, Mitchell CB, Vissers JHA, Xu H, Grimmond SM, Fox SB, Luen SJ. Clinical Impact of Comprehensive Molecular Profiling in Adolescents and Young Adults with Sarcoma. J Pers Med 2024; 14:128. [PMID: 38392562 PMCID: PMC10890624 DOI: 10.3390/jpm14020128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/13/2024] [Accepted: 01/18/2024] [Indexed: 02/24/2024] Open
Abstract
Sarcomas are a heterogenous group of tumours that commonly carry poor prognosis with limited therapeutic options. Adolescents and young adults (AYAs) with sarcoma are a unique and understudied patient population that have only achieved modest survival gains compared to other groups. We present our institutional experience of AYAs with sarcoma who underwent comprehensive molecular profiling (CMP) via either large-panel targeted DNA sequencing or whole genome and transcriptome sequencing and evaluated the feasibility and clinical impact of this approach. Genomic variants detected were determined to be clinically relevant and actionable following evaluation by the Molecular Tumour Board. Clinicians provided feedback regarding the utility of testing three months after reporting. Twenty-five patients who were recruited for CMP are included in this analysis. The median time from consent to final molecular report was 45 days (interquartile range: 37-57). Potentially actionable variants were detected for 14 patients (56%), and new treatment recommendations were identified for 12 patients (48%). Pathogenic germline variants were identified in three patients (12%), and one patient had a change in diagnosis. The implementation of CMP for AYAs with sarcoma is clinically valuable, feasible, and should be increasingly integrated into routine clinical practice as technologies and turnaround times continue to improve.
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Affiliation(s)
- Eden C Andrew
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC 3052, Australia
- Victorian Adolescent and Young Adult Cancer Service, Parkville, VIC 3000, Australia
| | - Jeremy Lewin
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Victorian Adolescent and Young Adult Cancer Service, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Jayesh Desai
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Lisa Orme
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Children's Cancer Centre, Royal Children's Hospital, Parkville, VIC 3052, Australia
- Victorian Adolescent and Young Adult Cancer Service, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
- Department of Paediatrics, The University of Melbourne, Melbourne, VIC 3052, Australia
| | - Anne Hamilton
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Susie Bae
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Wenying Zhu
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Shannon Nicolson
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Leila N Varghese
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Camilla B Mitchell
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Joseph H A Vissers
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Huiling Xu
- Department of Pathology and Cancer Research Division, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Sean M Grimmond
- Centre for Cancer Research and Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Stephen B Fox
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
- Department of Pathology and Cancer Research Division, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
| | - Stephen J Luen
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Parkville, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC 3010, Australia
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49
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Randall MP, Egolf LE, Vaksman Z, Samanta M, Tsang M, Groff D, Evans JP, Rokita JL, Layeghifard M, Shlien A, Maris JM, Diskin SJ, Bosse KR. BARD1 germline variants induce haploinsufficiency and DNA repair defects in neuroblastoma. J Natl Cancer Inst 2024; 116:138-148. [PMID: 37688570 PMCID: PMC10777668 DOI: 10.1093/jnci/djad182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 06/08/2023] [Accepted: 06/10/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND High-risk neuroblastoma is a complex genetic disease that is lethal in more than 50% of patients despite intense multimodal therapy. Through genome-wide association studies (GWAS) and next-generation sequencing, we have identified common single nucleotide polymorphisms and rare, pathogenic or likely pathogenic germline loss-of-function variants in BARD1 enriched in neuroblastoma patients. The functional implications of these findings remain poorly understood. METHODS We correlated BARD1 genotype with expression in normal tissues and neuroblastomas, along with the burden of DNA damage in tumors. To validate the functional consequences of germline pathogenic or likely pathogenic BARD1 variants, we used CRISPR-Cas9 to generate isogenic neuroblastoma (IMR-5) and control (RPE1) cellular models harboring heterozygous BARD1 loss-of-function variants (R112*, R150*, E287fs, and Q564*) and quantified genomic instability in these cells via next-generation sequencing and with functional assays measuring the efficiency of DNA repair. RESULTS Both common and rare neuroblastoma-associated BARD1 germline variants were associated with lower levels of BARD1 mRNA and an increased burden of DNA damage. Using isogenic heterozygous BARD1 loss-of-function variant cellular models, we functionally validated this association with inefficient DNA repair. BARD1 loss-of-function variant isogenic cells exhibited reduced efficiency in repairing Cas9-induced DNA damage, ineffective RAD51 focus formation at DNA double-strand break sites, and enhanced sensitivity to cisplatin and poly (ADP-ribose) polymerase (PARP) inhibition both in vitro and in vivo. CONCLUSIONS Taken together, we demonstrate that germline BARD1 variants disrupt DNA repair fidelity. This is a fundamental molecular mechanism contributing to neuroblastoma initiation that may have important therapeutic implications.
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Affiliation(s)
- Michael P Randall
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Laura E Egolf
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Cell and Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Zalman Vaksman
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Current affiliation: New York Genome Center, New York, NY
| | - Minu Samanta
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Matthew Tsang
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - David Groff
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - J Perry Evans
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Current affiliation: Genomics and Data Sciences, Spark Therapeutics, Philadelphia, PA
| | - Jo Lynne Rokita
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Mehdi Layeghifard
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Adam Shlien
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - John M Maris
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Cell and Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon J Diskin
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Cell and Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Kristopher R Bosse
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Cell and Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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50
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Kim J, Vaksman Z, Egolf LE, Kaufman R, Evans JP, Conkrite KL, Danesh A, Lopez G, Randall MP, Dent MH, Farra LM, Menghani NL, Dymek M, Desai H, Hausler R, Hicks B, Auvil JG, Gerhard DS, Hakonarson H, Maxwell KN, Cole KA, Pugh TJ, Bosse KR, Khan J, Wei JS, Maris JM, Stewart DR, Diskin SJ. Germline pathogenic variants in neuroblastoma patients are enriched in BARD1 and predict worse survival. J Natl Cancer Inst 2024; 116:149-159. [PMID: 37688579 PMCID: PMC10777667 DOI: 10.1093/jnci/djad183] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/02/2023] [Accepted: 08/25/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND Neuroblastoma is an embryonal cancer of the developing sympathetic nervous system. The genetic contribution of rare pathogenic or likely pathogenic germline variants in patients without a family history remains unclear. METHODS Germline DNA sequencing was performed on 786 neuroblastoma patients. The frequency of rare cancer predisposition gene pathogenic or likely pathogenic variants in patients was compared with 2 cancer-free control cohorts. Matched tumor DNA sequencing was evaluated for second hits, and germline DNA array data from 5585 neuroblastoma patients and 23 505 cancer-free control children were analyzed to identify rare germline copy number variants. Patients with germline pathogenic or likely pathogenic variants were compared with those without to test for association with clinical characteristics, tumor features, and survival. RESULTS We observed 116 pathogenic or likely pathogenic variants involving 13.9% (109 of 786) of neuroblastoma patients, representing a statistically significant excess burden compared with cancer-free participants (odds ratio [OR] = 1.60, 95% confidence interval [CI] = 1.27 to 2.00). BARD1 harbored the most statistically significant enrichment of pathogenic or likely pathogenic variants (OR = 32.30, 95% CI = 6.44 to 310.35). Rare germline copy number variants disrupting BARD1 were identified in patients but absent in cancer-free participants (OR = 29.47, 95% CI = 1.52 to 570.70). Patients harboring a germline pathogenic or likely pathogenic variant had a worse overall survival compared with those without (P = 8.6 x 10-3). CONCLUSIONS BARD1 is an important neuroblastoma predisposition gene harboring both common and rare germline pathogenic or likely pathogenic variations. The presence of any germline pathogenic or likely pathogenic variant in a cancer predisposition gene was independently predictive of worse overall survival. As centers move toward paired tumor-normal sequencing at diagnosis, efforts should be made to centralize data and provide an infrastructure to support cooperative longitudinal prospective studies of germline pathogenic variation.
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Affiliation(s)
- Jung Kim
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Zalman Vaksman
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Laura E Egolf
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Cell and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca Kaufman
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - J Perry Evans
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Karina L Conkrite
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Arnavaz Danesh
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, ON, Canada
| | - Gonzalo Lopez
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Michael P Randall
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Maiah H Dent
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lance M Farra
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Neil L Menghani
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Malwina Dymek
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Heena Desai
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ryan Hausler
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Belynda Hicks
- Cancer Genome Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Daniela S Gerhard
- Office of Cancer Genomics, National Cancer Institute, Bethesda, MD, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kara N Maxwell
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kristina A Cole
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Trevor J Pugh
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Kristopher R Bosse
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Javed Khan
- Oncogenomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jun S Wei
- Oncogenomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - John M Maris
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Sharon J Diskin
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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