Project description:Whole-genome screening of CpG Island methylation status by array-based profiling of absolute methylation status (array-PAMS). Keywords: methylation profiling, pediatric medulloblastoma, single sample
Project description:The main cause of death in medulloblastoma is recurrence associated with leptomeningeal dissemination. Although the molecular basis of medulloblastoma has received considerable attention over the past decade, the role of microRNAs (miRNAs) in the acquisition of metastatic phenotype remains poorly understood. This study aimed to identify miRNA involved in leptomeningeal dissemination and to elucidate its target mechanisms. We analyzed miRNA expression profiles of 29 medulloblastomas according to the presence of cerebrospinal fluid (CSF) seeding. The differential expressed miRNAs (DEmiRNAs) were validated on 29 medulloblastoma tissues and three medulloblastoma cells. The biological function of the selected miRNA was evaluated using in vitro studies. A total of 12 DEmiRNAs were identified including miRNA-192 in medulloblastoma with seeding. The reduced expression of miRNA-192 was confirmed in tumor seeding group and the medulloblastoma cells. Overexpression of miRNA-192 inhibited cellular proliferation targeting dihydrofolate reductase (DHFR). MiRNA-192 decreased cellular anchoring via repression of integrin subunits (αV, β1, and β3) and CD47. Medulloblastoma with seeding showed specific DEmiRNAs compared with those without seeding. MicroRNA-192 suppresses leptomeningeal dissemination of medulloblastoma through modulating cell proliferation and anchoring ability. leptomeningeal dissemination in 29 pediatric medulloblastoma patients
Project description:A hallmark of high-risk childhood medulloblastoma is the dysregulation of RNA translation. Currently, it is unknown whether medulloblastoma dysregulates the translation of putatively oncogenic non-canonical open reading frames. To address this question, we performed ribosome profiling of 32 medulloblastoma tissues and cell lines and observed widespread non-canonical ORF translation. We then developed a step-wise approach using multiple CRISPR-Cas9 screens to elucidate non-canonical ORFs and putative microproteins implicated in medulloblastoma cell survival. We determined that multiple lncRNA-ORFs and upstream open reading frames (uORFs) exhibited selective functionality independent of the main coding sequence. A microprotein encoded by one of these ORFs, ASNSD1-uORF or ASDURF, was upregulated, associated with the MYC family oncogenes, and was required for medulloblastoma cell survival through engagement with the prefoldin-like chaperone complex. Our findings underscore the fundamental importance of non-canonical ORF translation in medulloblastoma and provide a rationale to include these ORFs in future studies seeking to define new cancer targets.
Project description:The biological process of RNA translation is fundamental to cellular life and has wide-ranging implications for human disease. Yet, accurately delineating the variation in RNA translation represents a significant challenge. Here, we develop RiboTIE, a transformer model-based approach to map global RNA translation. We find that RiboTIE offers unparalleled precision and sensitivity for ribosome profiling data. Application of RiboTIE to normal brain and medulloblastoma cancer samples enables high-resolution insights into disease regulation of RNA translation.
Project description:Whole-genome sequencing recently identified recurrent missense mutations in the RNA helicase DDX3X in pediatric medulloblastoma (MB) and other tumors. The normal function of DDX3X is poorly understood, and the consequences of its cancer-associated mutations have not been explored. Here we used genomic, biochemical, cell biological, and animal modeling approaches to investigate normal DDX3X function and the impact of cancer-associated DDX3X mutations. Cross-linking immunoprecipitation–high-throughput sequencing (CLIPseq) analyses revealed that DDX3X binds primarily to ~1000 mature mRNA targets at binding sites spanning the full mRNA length; their enrichment in the coding regions suggests that DDX3X plays a role in translational elongation. The association of wild-type DDX3X with polysomes is consistent with this observation. Cancer-associated mutations result in loss of DDX3X from polysomes and accumulation of mutant DDX3X in stress granules (cytoplasmic accumulations of translationally arrested mRNAs). Mutation-dependent redistribution of DDX3X to stress granules is also observed in a Drosophila model system and in MB tumor cells from patients carrying DDX3X mutations. Importantly, mRNAs targeted by DDX3X are enriched in translation factors, suggesting that DDX3X regulates translation both directly and indirectly. Indeed, depletion of DDX3X by RNAi or over-expression of mutant DDX3X significantly impairs global protein synthesis. Ribosome profiling confirmed this observation and showed a 5’ bias in ribosomal occupancy, further confirming the role of DDX3X in translational elongation. Together, our data show that DDX3X is a key regulator of translation and that this function is impaired by cancer-associated mutations. Finally, we found that medulloblastoma-related mutant DDX3X can efficiently bind the wild-type form suggesting that mutant DDX3X could exert a dominant negative effect in vivo.
Project description:Whole-genome screening of CpG Island methylation status by array-based profiling of absolute methylation status (array-PAMS). Methylation-specifically digested DNA (Cy3) was hybridized against methylation-sensitively digested DNA (Cy5) from the same sample. CGI methylation in 20 pediatric medulloblastomas (M) and normal cerebellum (Cb, pool of five unaffected donors, age 25â33 years)
Project description:Whole-genome sequencing recently identified recurrent missense mutations in the RNA helicase DDX3X in pediatric medulloblastoma (MB) and other tumors. The normal function of DDX3X is poorly understood, and the consequences of its cancer-associated mutations have not been explored. Here we used genomic, biochemical, cell biological, and animal modeling approaches to investigate normal DDX3X function and the impact of cancer-associated DDX3X mutations. Cross-linking immunoprecipitation–high-throughput sequencing (CLIPseq) analyses revealed that DDX3X binds primarily to ~1000 mature mRNA targets at binding sites spanning the full mRNA length; their enrichment in the coding regions suggests that DDX3X plays a role in translational elongation. The association of wild-type DDX3X with polysomes is consistent with this observation. Cancer-associated mutations result in loss of DDX3X from polysomes and accumulation of mutant DDX3X in stress granules (cytoplasmic accumulations of translationally arrested mRNAs). Mutation-dependent redistribution of DDX3X to stress granules is also observed in a Drosophila model system and in MB tumor cells from patients carrying DDX3X mutations. Importantly, mRNAs targeted by DDX3X are enriched in translation factors, suggesting that DDX3X regulates translation both directly and indirectly. Indeed, depletion of DDX3X by RNAi or over-expression of mutant DDX3X significantly impairs global protein synthesis. Ribosome profiling confirmed this observation and showed a 5’ bias in ribosomal occupancy, further confirming the role of DDX3X in translational elongation. Together, our data show that DDX3X is a key regulator of translation and that this function is impaired by cancer-associated mutations. Finally, we found that medulloblastoma-related mutant DDX3X can efficiently bind the wild-type form suggesting that mutant DDX3X could exert a dominant negative effect in vivo.
Project description:A hallmark of high-risk childhood medulloblastoma is the dysregulation of RNA translation. Currently, it is unknown whether medulloblastoma dysregulates the translation of putatively oncogenic non-canonical open reading frames. To address this question, we performed ribosome profiling of 32 medulloblastoma tissues and cell lines and observed widespread non-canonical ORF translation. We then developed a step-wise approach to employ multiple CRISPR-Cas9 screens to elucidate functional non-canonical ORFs implicated in medulloblastoma cell survival. We determined that multiple lncRNA-ORFs and upstream open reading frames (uORFs) exhibited selective functionality independent of the main coding sequence. One of these, ASNSD1-uORF or ASDURF, was upregulated, associated with the MYC family oncogenes, and was required for medulloblastoma cell survival through engagement with the prefoldin-like chaperone complex. Our findings underscore the fundamental importance of non-canonical ORF translation in medulloblastoma and provide a rationale to include these ORFs in future cancer genomics studies seeking to define new cancer targets.
Project description:Whole-genome sequencing recently identified recurrent missense mutations in the RNA helicase DDX3X in pediatric medulloblastoma (MB) and other tumors. The normal function of DDX3X is poorly understood, and the consequences of its cancer-associated mutations have not been explored. Here we used genomic, biochemical, cell biological, and animal modeling approaches to investigate normal DDX3X function and the impact of cancer-associated DDX3X mutations. Cross-linking immunoprecipitation–high-throughput sequencing (CLIPseq) analyses revealed that DDX3X binds primarily to ~1000 mature mRNA targets at binding sites spanning the full mRNA length; their enrichment in the coding regions suggests that DDX3X plays a role in translational elongation. The association of wild-type DDX3X with polysomes is consistent with this observation. Cancer-associated mutations result in loss of DDX3X from polysomes and accumulation of mutant DDX3X in stress granules (cytoplasmic accumulations of translationally arrested mRNAs). Mutation-dependent redistribution of DDX3X to stress granules is also observed in a Drosophila model system and in MB tumor cells from patients carrying DDX3X mutations. Importantly, mRNAs targeted by DDX3X are enriched in translation factors, suggesting that DDX3X regulates translation both directly and indirectly. Indeed, depletion of DDX3X by RNAi or over-expression of mutant DDX3X significantly impairs global protein synthesis. Ribosome profiling confirmed this observation and showed a 5’ bias in ribosomal occupancy, further confirming the role of DDX3X in translational elongation. Together, our data show that DDX3X is a key regulator of translation and that this function is impaired by cancer-associated mutations. Finally, we found that medulloblastoma-related mutant DDX3X can efficiently bind the wild-type form suggesting that mutant DDX3X could exert a dominant negative effect in vivo.