Development of a novel personalized medicine platform using apheretically isolated circulating tumor cells to assess drug responsiveness in prostate cancer
Development of a novel personalized medicine platform using apheretically isolated circulating tumor cells to assess drug responsiveness in prostate cancer
批准号:
10384366
负责人:
Justin Michael Drake
金额:
$39.97万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-06-01 至 2023-05-31
关键词:
AmericanBRAF geneBiological AssayBiological MarkersBiological SciencesBiopsyBloodBlood CirculationBlood Component RemovalBlood VolumeCancer EtiologyCancer PatientCardiovascular systemCell CountCell SeparationCell SurvivalCellsCessation of lifeClinicalComputer softwareCustomDataDetectionDevelopmentDevicesDiagnosisDiseaseDisseminated Malignant NeoplasmDistantDrug TargetingEpidermal Growth Factor ReceptorErlotinibErythrocytesExcisionGene ExpressionGene ProteinsGene set enrichment analysisGenesGenomeGenomicsGoalsHeterogeneityHourImageImmune TargetingIndividualIntelligenceInterventionKnowledgeLaboratoriesLeukapheresisLymphatic SystemMachine LearningMalignant NeoplasmsMalignant neoplasm of lungMalignant neoplasm of prostateMapsMetastatic Prostate CancerMethodsMicrofluidicsMononuclearMutationNeoplasm Circulating CellsNeoplasm MetastasisOperative Surgical ProceduresOutcomePathway interactionsPatientsPeripheral Blood Mononuclear CellPharmaceutical PreparationsPhasePhenotypePlasmaPopulationPrecision therapeuticsPreparationPrimary NeoplasmPrior TherapyProceduresProcessProgression-Free SurvivalsProstate Cancer therapyProteomicsReportingResistanceSafetySample SizeSamplingSignal PathwaySignal TransductionSiteSmall Business Technology Transfer ResearchSpecimenStreamSurvival RateSystemTechniquesTechnologyTestingTherapeuticUnited Statesbasecancer cellcancer therapycastration resistant prostate cancerclinical implementationcomparativecomparative efficacycostdensitydriver mutationdrug candidatedrug testingenzalutamidegenetic signaturehologramimprovedindividualized medicinemachine learning classifiermelanomaneutrophilnovelnovel strategiespersonalized medicineprecision drugsprecision medicinesingle-cell RNA sequencingstandard of carestem cellssuccesstargeted agenttargeted treatmenttherapeutic targettranscriptomicstreatment responsetumor
中文摘要
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英文摘要
Project Summary
Metastatic prostate cancer is a notoriously heterogeneous disease that is difficult to treat. The
five-year survival rate has not improved over the past twenty-five years and the median survival
rate for those diagnosed with metastatic castration resistant prostate cancer (mCRPC) is only
15-36 months. Precision medicine has the potential to improve mCRPC outcomes.
Transciptomic sequencing of circulating tumor cells (CTCs) can provide important information
regarding metastatic disease and is an attractive alternative to serial biopsies of metastatic
lesions as biopsies are difficult for sick patients to endure and they do not always yield a viable
tumor specimen for analysis. Metastatic lesions are often established from CTC progenitors
seeding a distant site through the bloodstream or lymphatic system. Current methods for
extracting and analyzing CTCs from the bloodstream are clinically limited as they are expensive,
inefficient, and do not yield enough CTCs to capture actionable biomarkers, often only obtaining
10 CTCs per procedure. Thus, there remains a major unmet need to improve the technologies
that can identify and isolate CTCs from the bloodstream of patients with metastatic disease.
Astrin Biosciences will improve upon current CTC technologies by developing a novel
individualized medicine platform that uses apheresis to isolate CTCs. A Machine Learning
classifier built upon quantitative holograms intelligently identifies and filters large numbers of
CTCs that are viable for ex vivo drug testing. The Astrin Biosciences platform can capture and
analyze 10,000 CTCs with a single procedure, providing an opportunity for comprehensive
representation of the heterogeneity of mCRPC. This process allows for improved determination
of activated pathways that will help infer precision drug targets that can be tested on the
patient’s own cancer cells. Knowledge of the optimal course of therapy prior to systemic drug
administration will improve response to therapy at a lower cost to the system. This proposal thus
aims to do the following: 1) assess feasibility for aphaeretic extraction of large numbers of CTCs
from patients with mCRPC and 2) complete comparative profiling and ex vivo viability testing of
cultured CTCs. This platform could shift the current paradigm of metastatic prostate cancer
treatment and offer a novel approach to improve the poor 5-year survival rate of mCRPC.
期刊论文(0)
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会议论文
RET Regulation and Targeting in Neuroendocrine Prostate Cancer
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批准号:10419078
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项目类别:
-
资助金额:$44.07万
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财政年份:2022
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负责人:Justin Michael Drake
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依托单位:
RET Regulation and Targeting in Neuroendocrine Prostate Cancer
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批准号:10613543
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项目类别:
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资助金额:$43.19万
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财政年份:2022
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负责人:Justin Michael Drake
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依托单位:
海外基金