3D Fourier Imaging System for High Throughput Analyses of Cancer Organoids
3D Fourier Imaging System for High Throughput Analyses of Cancer Organoids
批准号:
10577796
负责人:
Hakho Lee
金额:
$19.24万
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:
未结题
起止时间:
2022-03-01 至 2025-02-28
关键词:
3-DimensionalAccountingAdoptedAlgorithmsAntineoplastic AgentsAntitumor Drug Screening AssaysApoptoticBedsBrightfield MicroscopyCellsCellularityClassificationClinicalCodeColorComputer softwareDataData SetDetectionDrug resistanceDrug usageEnvironmentEpitheliumExtracellular MatrixGoalsHeterogeneityImageIndividualInfusion proceduresLateralLightLightingMachine LearningMalignant NeoplasmsMechanicsMesenchymalMethodsMicrofluidicsMicroscopeMicroscopyModelingMolecularMonitorOpticsOrganoidsOutcomePatientsPharmaceutical PreparationsPharmacotherapyPhenotypePhysiologicalPositioning AttributeProliferatingRadiationResearch PersonnelResistanceResolutionScanningSourceSpecimenSpeedStimulusStructureSystemSystems DevelopmentTechniquesTestingTrainingTreatment outcomeVisualadvanced analyticsanticancer researchcancer imagingcellular imagingchemotherapycomputational pipelinescomputerized data processingdata acquisitiondeep learningdeep learning algorithmdesigndrug developmentdrug resistance developmentempowermentexperimental studyfeature extractionhigh resolution imaginghigh throughput analysisimaging platformimaging systemimprovedin vivoinnovationmetermicroscopic imagingmultidimensional datapredicting responseprospectivereconstructionresistance mechanismresponseself organizationsingle cell analysisstatisticstemozolomidethree dimensional cell culturetomographytooltraittumortumor heterogeneity
中文摘要
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英文摘要
Challenges. Tumor spheroids (and organoids) have become an instrumental tool in cancer research. These
self-organized, three-dimensional (3D) systems can recapitulate phenotypic and functional traits of patient
tumors in vivo, thereby serving as a powerful testing bed to study tumor heterogeneity, interactions with the
environment (e.g., extracellular matrix), and responses to external stimuli (e.g., chemotherapy, radiation). Fully
harnessing spheroids' utility, however, is stymied by lack of high-throughput analysis methods. Conventional
bright-field microscopy, although widely used to monitor spheroids in culture, fails to capture detailed cellular
organizations; advanced fluorescent microscopy can resolve individual cells, but its imaging throughput is
restricted by the small field-of-view (FOV) and the scanning mechanisms involved. Innovations. We aim to
advance a new volumetric imaging microscope (VIM) for single cell analyses in tumor spheroids. Specifically,
we will explore integrating Fourier ptychographic microscopy (FPM) with diffraction tomography. FPM is based
on a spatially coded-illumination technique, collecting low resolution image sequences while changing the
position of a point-light source. These images are then numerically combined in the Fourier space, which
allows FPM to achieve both wide field-of-view and high spatial resolution in 2D images. We reason that full 3D
microscopic images can be recovered by accounting for optical diffraction during the numerical reconstruction.
Approaches. Aim 1. System development. We will build a VIM system featuring: i) a new numerical algorithm
to reconstruct 3D volumetric images; ii) a new light-illumination strategy to speed up the data acquisition; iii)
microfluidic cartridges optimized for spheroid culture and drug treatment; and iv) multicolor imaging capacity for
molecular detection. The complete VIM will resolve individual cells constituting a spheroid at high resolution
(lateral, 0.4 µm; axial, 1 µm) in a large imaging volume. Aim 2. Treatment monitoring with tumor spheroids. We
will test VIM's practical utility: VIM-enabled spheroid imaging will reveal earlier than bulk imaging whether a
spheroid is responsive or resistance to drug treatment. To generate a tumor model, we will use primary GBM
cells from patients. GBM spheroids will be grown and treated with drug (temozolomide) inside microfluidic
cartridges. We will use the VIM to monitor how single cells change their phenotypes under treatment, and
correlate these changes with treatment outcomes. Impact. The VIM will be a transformative tool for cancer
research, empowering researchers with rich data sets and substantially advanced analytics. Immediate
applications include better monitoring of anticancer drug responses in 3D cell culture, analyzing cellular
heterogeneity, and prospectively detecting cellular fate under various physiological conditions. These
outcomes will strengthen the clinical and scientific utility of tumor spheroids in cancer research.
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财政年份:2023
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批准号:9754806
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资助金额:$56.51万
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财政年份:2018
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Clinical platform for high-throughput analyses of extracellular vesicles
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批准号:10224771
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资助金额:$58.88万
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财政年份:2018
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Clinical platform for high-throughput analyses of extracellular vesicles
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批准号:9906460
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项目类别:
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资助金额:$11.07万
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财政年份:2018
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负责人:Hakho Lee
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依托单位:
Multiplexed exosome analyses with DNA barcoding
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批准号:9266748
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项目类别:
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资助金额:$19.99万
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财政年份:2016
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负责人:Hakho Lee
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依托单位:
Multiplexed exosome analyses with DNA barcoding
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批准号:9099367
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项目类别:
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资助金额:$23.98万
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财政年份:2016
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MAGNETIC NANOSENSORS FOR BIOMEDICAL ANALYSES OF MICROVESICLES
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批准号:8458935
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项目类别:
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资助金额:$41.41万
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财政年份:2012
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负责人:Hakho Lee
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依托单位:
MAGNETIC NANOSENSORS FOR BIOMEDICAL ANALYSES OF MICROVESICLES
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批准号:8650919
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项目类别:
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资助金额:$42.62万
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财政年份:2012
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负责人:Hakho Lee
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资助金额:$42.84万
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财政年份:2012
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负责人:Hakho Lee
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依托单位:
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批准号:8272753
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项目类别:
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资助金额:$43.62万
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财政年份:2012
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负责人:Hakho Lee
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依托单位:
海外基金