1. Classification of pediatric soft and bone sarcomas using DNA methylation-based profiling.
- Author
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Silva FLT, Euzébio MF, Ruas JS, Franco MT, Cassone AE, Junqueira T, Lucon DR, Cardinalli IA, Pereira LH, Zenatti PP, Jotta PY, and Maschietto M
- Subjects
- Humans, Child, Adolescent, Female, Male, Child, Preschool, Sarcoma genetics, Sarcoma classification, Sarcoma diagnosis, Sarcoma pathology, Gene Expression Profiling methods, Infant, Soft Tissue Neoplasms genetics, Soft Tissue Neoplasms classification, Soft Tissue Neoplasms pathology, DNA Copy Number Variations, DNA Methylation, Bone Neoplasms genetics, Bone Neoplasms classification, Bone Neoplasms pathology, Sarcoma, Ewing genetics, Sarcoma, Ewing classification, Sarcoma, Ewing pathology, Sarcoma, Ewing diagnosis, Osteosarcoma genetics, Osteosarcoma classification, Osteosarcoma pathology
- Abstract
Pediatric sarcomas present heterogeneous morphology, genetics and clinical behavior posing a challenge for an accurate diagnosis. DNA methylation is an epigenetic modification that coordinates chromatin structure and regulates gene expression, determining cell type and function. DNA methylation-based tumor profiling classifier for sarcomas (known as sarcoma classifier) from the German Cancer Research Center (Deutsches Krebsforschungszentrum) was applied to 122 pediatric sarcomas referred to a reference pediatric oncology hospital. The classifiers reported 88.5% of agreement between histopathological and molecular classification confirming the initial diagnosis of all osteosarcomas and Ewing sarcomas. The Ewing-like sarcomas were reclassified into sarcomas with BCOR or CIC alterations, later confirmed by orthogonal diagnostic techniques. Regarding the CNAs profile, osteosarcomas had several chromosomal gains and losses as well as chromothripsis, whereas Ewing sarcomas had few large events, such as amplifications of chromosomes 8 and 12. The molecular classification together with clinical and histopathological assessment could improve the diagnosis of pediatric sarcomas although there are limitations to deal with more rare classes. This study provides an increase in the number of sarcomas evaluated for DNA methylation profiling in the pediatric population., Competing Interests: Declarations. Ethics approval and consent to participate: The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Ethics Committee of Boldrini Children’s Hospital (CAAE: 28386820.7.0000.5376, CAAE: 22737219.1.0000.5376, CAAE: 44219021.6.0000.5376). Informed consent was obtained from all subjects involved in the study. Consent for publication: Not Applicable. shared information does not compromise individuals' anonymity. Competing interests: The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results., (© 2024. The Author(s).)
- Published
- 2024
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