Multi-Omic Single-Cell System for Improved Combination Cancer Immunotherapy Monitoring and Implementation
Multi-Omic Single-Cell System for Improved Combination Cancer Immunotherapy Monitoring and Implementation
批准号:
9982278
负责人:
Timothy S McConnell
金额:
$98.9万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-08-01 至 2022-07-31
关键词:
AlgorithmsAmerican Society of Clinical OncologyAntigensAutomatic Data ProcessingBar CodesBiological AssayBiological MarkersCD8-Positive T-LymphocytesCell CountCell physiologyCell secretionCellsCombination immunotherapyCombined Modality TherapyComputer softwareDataDevelopmentDevicesEnvironmentEvaluationGenerationsGenesGenomicsGenotypeGrantHourImmune responseImmunooncologyIndustryInformaticsIntuitionLeadLearningLifeLinkMachine LearningMeasurementMessenger RNAMethodsMonitorOutcomeOutputPD-1/PD-L1PD-L1 blockadePatient-Focused OutcomesPatientsPhasePhenotypeProteinsProteomeProteomicsPublishingRNARunningSamplingSpecificitySystemT cell responseT cell therapyT-Cell ActivationT-LymphocyteTechnologyTestingTherapy trialTimeToxic effectTumor AntigensVisualizationbasecancer immunotherapycell typecombination cancer therapycomparativecomputerized data processingcostcytokineeffective therapyeffector T cellgenotyped patientsimmune functionimprovedindividual patientinstrumentminiaturizemultiple omicsnovelpatient responsepersonalized medicinephenotypic dataprogrammed cell death ligand 1programmed cell death protein 1responders and non-respondersresponsesoftware developmentstandard caresuccesstargeted treatmenttherapy developmenttooltranscriptometranscriptome sequencingtranscriptomicstumor
中文摘要
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英文摘要
IsoPlexis proposes to deliver a novel multi-omic method for targeted profiling of both the TCR sequence and
proteome from an array of 1000+ single cells. Specifically, we will deliver a single-cell, TCR sequencing and
protein capture assay for identifying responsive antigen specific TCRs, and concurrently evaluate these T-cells
for functional response to that antigen. The challenge remains to link the activation of quiescent T-cell embedded
in tumors by combination immunotherapies to patient outcome. Determining the combination of therapies to
which each individual patient best responds indicates the best course of treatment. The quality of single-cell
polyfunctional response of these immune cells correlates to positive outcomes far better than traditional bulk
analysis. For example, PD-1 is upregulated upon T-cell activation while PD-L1 is expressed by a range of cell
types. Since PD-1/PD-L1 interactions negatively regulate T cell immune function, PD-1/PD-L1 blockade can
rescue effector T cell function. Critical to analyzing TILs is to assess (1) these T-cells’ function in the tumor
environment in order to enable trial leaders to predict responders vs non-responders, a critical problem in
immuno-oncology, and (2) to understand the TCR Sequence of the highest functioning cells. IsoPlexis single-
cell secretion analysis exceeds its competition in the generation and quantitation of highly-multiplexed, single-
cell data. Additional single-cell data from the TCR sequence would help to link antigen specificity to polyfunctional
T cells involved in patient response, for improved biomarkers and targeted T-cell therapy development. We
propose the following specific aims: (1) develop SCBC flow cell for the dual capture of multiplexed proteins and
transcriptome on-device. (2a) produce a miniaturized and benchtop automated instrument of the existing
instrument for multi-omic applications. 2b) develop a software suite for automated data processing and intuitive
integrated informatics of polyfunctional and transcriptome data. 3) Establish patient learning of phenotype &
genotype information in multiple trials, applied with machine learning of large patient genotype/phenotype data.
At the end of our Phase II grant, we will demonstrate a dual TCR/proteomic assay on a fully-automated
miniaturized SCBC instrument, the IsoMini, and software suite that will be successfully used across three
combination therapy trials at Yale, Stanford and Fred Hutch.
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会议论文
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海外基金