학술논문

Functional Precision Medicine Identifies New Therapeutic Candidates for Medulloblastoma
Document Type
article
Source
Cancer Research. 80(23)
Subject
Biological Sciences
Biomedical and Clinical Sciences
Genetics
Clinical Sciences
Oncology and Carcinogenesis
Brain Disorders
Neurosciences
Pediatric
Orphan Drug
Biotechnology
Genetic Testing
Cancer
Human Genome
Pediatric Research Initiative
Rare Diseases
Brain Cancer
Pediatric Cancer
5.1 Pharmaceuticals
Development of treatments and therapeutic interventions
Generic health relevance
Good Health and Well Being
Animals
Antineoplastic Agents
Cell Line
Tumor
Cerebellar Neoplasms
Child
Dactinomycin
Gene Expression Regulation
Neoplastic
High-Throughput Screening Assays
Humans
Male
Medulloblastoma
Mice
Inbred NOD
Mutation
Polymorphism
Single Nucleotide
Precision Medicine
Exome Sequencing
Xenograft Model Antitumor Assays
Oncology & Carcinogenesis
Biochemistry and cell biology
Oncology and carcinogenesis
Language
Abstract
Medulloblastoma is among the most common malignant brain tumors in children. Recent studies have identified at least four subgroups of the disease that differ in terms of molecular characteristics and patient outcomes. Despite this heterogeneity, most patients with medulloblastoma receive similar therapies, including surgery, radiation, and intensive chemotherapy. Although these treatments prolong survival, many patients still die from the disease and survivors suffer severe long-term side effects from therapy. We hypothesize that each patient with medulloblastoma is sensitive to different therapies and that tailoring therapy based on the molecular and cellular characteristics of patients' tumors will improve outcomes. To test this, we assembled a panel of orthotopic patient-derived xenografts (PDX) and subjected them to DNA sequencing, gene expression profiling, and high-throughput drug screening. Analysis of DNA sequencing revealed that most medulloblastomas do not have actionable mutations that point to effective therapies. In contrast, gene expression and drug response data provided valuable information about potential therapies for every tumor. For example, drug screening demonstrated that actinomycin D, which is used for treatment of sarcoma but rarely for medulloblastoma, was active against PDXs representing Group 3 medulloblastoma, the most aggressive form of the disease. Functional analysis of tumor cells was successfully used in a clinical setting to identify more treatment options than sequencing alone. These studies suggest that it should be possible to move away from a one-size-fits-all approach and begin to treat each patient with therapies that are effective against their specific tumor. SIGNIFICANCE: These findings show that high-throughput drug screening identifies therapies for medulloblastoma that cannot be predicted by genomic or transcriptomic analysis.