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Investigating tRNA biology as a prognostic and oncogenic feature in pancreatic adenocarcinoma

Investigating tRNA biology as a prognostic and oncogenic feature in pancreatic adenocarcinoma
研究 tRNA 生物学作为胰腺腺癌的预后和致癌特征
批准号:
10749469
负责人:
Ryan Kawalerski
金额:
$5.27万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-01 至 2026-08-31
关键词:
Academic Medical CentersAffectAmino AcidsAnticodonArchivesBasic ScienceBiochemicalBiologicalBiological MarkersBiologyCancer BiologyCell LineCell ProliferationCell SurvivalCell physiologyCellsCellular biologyChIP-seqChemicalsChemoresistanceClassificationClinicalClinical SciencesCodon NucleotidesColorectal NeoplasmsComplementCouplesCox Proportional Hazards ModelsCysteineDataData SetDependenceDevelopmentDiagnosisDiseaseDisease ManagementDisease ProgressionDoctor of PhilosophyEpitheliumExhibitsFosteringGene TargetingGenesGenetic TranscriptionHalf-LifeHigh-Throughput Nucleotide SequencingHistologicHistologyHumanIn Situ HybridizationIn VitroInvestigationKnock-outLabelLeadLinkLiteratureLogisticsLungMaintenanceMalignant - descriptorMalignant NeoplasmsMalignant neoplasm of pancreasMediatingMediatorMedicalMessenger RNAMetabolicMetastatic Neoplasm to the LungMethodsModalityModelingModificationMolecular DiseaseNatureNeoplasm MetastasisNormal CellNormal tissue morphologyNucleotidesNutrient availabilityOncogenicOutcomePancreatic AdenocarcinomaPancreatic Ductal AdenocarcinomaPathogenesisPatientsPhenotypePhysiciansPilot ProjectsProductionPrognosisProteinsRNARNA Polymerase IIIRegulationRegulator GenesReportingResearchResearch PersonnelRibosomesRoleSamplingScientistSeverity of illnessSiteSolidStructureSurvival RateSurvivorsTrainingTranscriptTransfer RNATransfer RNA AminoacylationTranslationsTumor stageUntranslated RNAValidationWorkamino acid metabolismbiobankcareer developmentcell typechemoradiationclinical decision-makingclinical practicecohortdeprivationdisorder subtypeexperimental studyinnovationmRNA DecaymRNA Stabilitymolecular markermolecular subtypesneoplastic cellnovelnovel markerpancreatic ductal adenocarcinoma modelpatient prognosispharmacologicpressureprognosticprogramsscreeningskillstissue culturetranscriptometranscriptomicstumortumorigenic

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PROJECT SUMMARY Pancreatic ductal adenocarcinoma (PDAC) is uniquely difficult to treat due to late diagnosis and limited medical management options for a majority of patients. This is despite a wealth of watershed studies on disease driver mechanisms over the past decade, highlighting a need for alternative approaches to studying this disease. It is now clear that PDACs present along a bimodal continuum of transcriptomic subtypes that exhibit distinct prognoses, and additional work on advanced PDAC models has uncovered that these tumors, though highly chemoresistant, are sensitive to external amino acid supply through metabolic dysregulation. Transcripts that define known PDAC molecular subtypes present unique codon biases, suggesting that PDACs are subject to biologically deterministic codon-level selective pressures. Work from our lab and others has shown that the abundance of properly aminoacylated transfer RNAs (tRNAs), highly structured and chemically modified non- coding RNAs, is highly deterministic of mRNA half-life. This mechanism acts through codon-anticodon recognition and ribosome elongation rate, and alterations of functional tRNA abundance can dictate cellular functions via concomitant regulation of mRNA stability. Furthermore, a wealth of literature evidence in diverse cell types across species demonstrates that tRNA regulation can be disease-specific. Thus, tRNAs may likely serve a key regulatory role in PDAC subtype expression and amino acid sensitivity, given their function in bridging codon-amino acid pairings during protein production. As proof of concept, I have strong preliminary evidence that tRNA expression can be highly predictive of disease stage in a limited cohort of primary colorectal tumor samples. Furthermore, a pilot study of PDACs revealed widespread tRNA dysregulation, with increased use of cysteine-decoding transcripts, matching existing literature that PDACs are specifically sensitive to deprivation of this amino acid. In this proposal, I seek to interrogate linked roles of tRNAs as regulators of mRNA and nutrient availability phenotypes in PDAC. My central hypothesis is that PDACs specifically regulate tRNA expression to confer cell survival and proliferation advantages and that tRNA profiling can reveal novel biomarkers for use in clinical decision-making. I will address this hypothesis through the following aims: Aim 1: Characterize tRNA expression and modifications in primary patient PDACs; Aim 2: Investigate PDAC tRNA regulation as a driver of tumor cell survival. These aims will be achieved through a combination of biochemical and high-throughput sequencing approaches using archived patient samples and established in vitro cell lines. Beyond biological interrogation, this proposal involves novel technical development in the experimental and analytical application of tRNA sequencing for large patient sample cohorts. This project would be the first to analyze tRNA gene-specific regulation in cancer, and will be significant in that it may reveal novel targetable mechanisms of PDAC maintenance and a potent set of disease-associated clinical features that are likely to inform fundamental cancer biology.
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