ArticleGenome medicine2021
Systems pharmacogenomics identifies novel targets and clinically actionable therapeutics for medulloblastoma.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Proteins and Peptides Studied In Silico and In Vivo for the Treatment of Diabetes Mellitus: A Systematic Review.Nutrients · 2024Pooled it
- Paediatric therapeutic development workshop on medulloblastoma.British journal of cancer · 2026Review
- Exploring the genetic correlation and causal relationships between breast cancer and meningioma using bidirectional Mendelian randomization.Scientific reports · 2025Article
- Phosphorylation of human glioma-associated oncogene 1 on Ser937 regulates Sonic Hedgehog signaling in medulloblastoma.Nature communications · 2024Article
- Germline Variants in Cancer Predisposition Genes in Pediatric Patients with Central Nervous System Tumors.International journal of molecular sciences · 2023Article
- No strong association among epigenetic modifications by DNA methylation, telomere length, and physical fitness in biological aging.Biogerontology · 2023Article
- U1RNP/lncRNA/Transcription Cycle Axis Promotes Tumorigenesis of Hepatocellular Carcinoma.Diagnostics (Basel, Switzerland) · 2022Article
- Review
- Pathological implications of metabolic reprogramming and its therapeutic potential in medulloblastoma.Frontiers in cell and developmental biology · 2022Review
- Food insecurity as a risk factor of sarcopenic obesity in older adults.Frontiers in nutrition · 2022Review
- Chemotherapy-induced peripheral neuropathy in children and adolescent cancer patients.Frontiers in molecular biosciences · 2022Review
Corrections and comments
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Authors and funding
19 authors at 6 institutions in 3 countries.
Funding
Abstract
backgroundMedulloblastoma (MB) is the most common malignant paediatric brain tumour and a leading cause of cancer-related mortality and morbidity. Existing treatment protocols are aggressive in nature resulting in significant neurological, intellectual and physical disabilities for the children undergoing treatment. Thus, there is an urgent need for improved, targeted therapies that minimize these harmful side effects.
methodsWe identified candidate drugs for MB using a network-based systems-pharmacogenomics approach: based on results from a functional genomics screen, we identified a network of interactions implicated in human MB growth regulation. We then integrated drugs and their known mechanisms of action, along with gene expression data from a large collection of medulloblastoma patients to identify drugs with potential to treat MB.
resultsOur analyses identified drugs targeting CDK4, CDK6 and AURKA as strong candidates for MB; all of these genes are well validated as drug targets in other tumour types. We also identified non-WNT MB as a novel indication for drugs targeting TUBB, CAD, SNRPA, SLC1A5, PTPRS, P4HB and CHEK2. Based upon these analyses, we subsequently demonstrated that one of these drugs, the new microtubule stabilizing agent, ixabepilone, blocked tumour growth in vivo in mice bearing patient-derived xenograft tumours of the Sonic Hedgehog and Group 3 subtype, providing the first demonstration of its efficacy in MB.
conclusionsOur findings confirm that this data-driven systems pharmacogenomics strategy is a powerful approach for the discovery and validation of novel therapeutic candidates relevant to MB treatment, and along with data validating ixabepilone in PDX models of the two most aggressive subtypes of medulloblastoma, we present the network analysis framework as a resource for the field.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.