DNA microscopy for spatially resolved genomic analyses in intact tissue
DNA microscopy for spatially resolved genomic analyses in intact tissue
批准号:
9756434
负责人:
Feng Zhang
金额:
$121.25万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-09-28 至 2021-07-31
关键词:
3-DimensionalAdoptedAlgorithmsAntibodiesBenchmarkingBiologicalBiological AssayBiologyBiomedical ResearchBrainCell Culture TechniquesCell LineCellsCellular biologyClinicClinicalClinical PathologyCommunitiesComplexComputational TechniqueComputer softwareComputing MethodologiesCytosineDNADNA LibraryDataDevicesDiffusionDiseaseEnsureEquipmentFaceGene TargetingGenesGenomeGenomic approachGenomicsHistologyHistonesHistopathologyHumanImageJointsKnowledgeLawsLibrariesLigationMeasurementMeasuresMethodsMicroscopeMicroscopyMolecular BiologyMusOligonucleotidesOpticsPathologyPatientsPatternPhysiologicalPositioning AttributeProtocols documentationPublicationsRNARandomizedReactionReagentResearchResolutionRetinaSamplingScienceSlideSpatial DistributionSpecial EquipmentTissue imagingTissuesTranscriptVisitbasecellular imagingcostcost effectivedisease diagnosisepigenomicsgenomic dataimaging modalityinterestmelanomamicroscopic imagingmolecular pathologynovelnovel strategiesonline tutorialoutreachpathology imagingprogramssequencing platformsingle-cell RNA sequencingtooltranscriptometranscriptomicstumor
中文摘要
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英文摘要
Biomedical research and practice, from cell biology to clinical pathology relies on imaging cells and tissues and
the molecules they express. However, while sequencing is now used extensively to profile genomes,
transcriptomes and interactions in bulk samples and single cells, it typically cannot resolve the spatial
organization of these profiles. This leads to an ever-widening gap between genomics and cell biology and
histopathology. There is thus an enormous need for methods that would collect spatially resolved genomics
data. Unfortunately, even the most recent technological advances for spatial genomics still face major barriers
and cannot be broadly adopted, as they either require costly, specialized and slow imaging equipment, yield
data of limited quality or cannot handle idiosyncratic samples like tumors. Here, we propose a completely novel
approach – DNA microscopy – as a new, scalable, cost-effective, general method for spatial genomics in cells,
tissue sections, and whole tissues. DNA microscopy encodes spatial organization into a DNA library,
sequences it using standard sequencing, and infers the relative position of RNA, DNA or other molecules using
inference algorithms. DNA microscopy relies on a novel PCR-based approach that leads to encoded spatial
information just based on the laws of diffusion: the closer two molecules were in the original sample, the more
likely they are to have a joint product in the DNA microscopy reaction. Following sequencing, an image is
recovered by computation on this information. In preliminary results we provide an end-to-end demonstration
that DNA microscopy recovers accurate images, without any optical microscopy, and without any prior
knowledge on tissues, cells or their organization. Here, we will develop, expand and disseminate DNA
microscopy to a broad utility tool, especially with clinical pathology samples. We will develop DNA microscopy
to read out the spatial distribution of sets of transcripts in a biological sample and validate it across diverse cell
lines and primary cells (Aim 1). We will extend DNA microscopy for spatial profiling of whole transcriptome
profiling with randomized and oligonucleotide-library priming strategies, and of epigenomic markers using
antibody-oligonucleotide conjugates targeting methylated DNA cytosine and specific acetylated histones (Aim
2). We will maximize DNA microscopy's impact by adapting it for spatial transcript analysis of signatures and
whole transcriptomes in 2D tissue sections and in whole mount (3D) tissue (Aim 3), demonstrating successful
analysis in diverse tissues, including brain and human tumors. We will disseminate DNA microcopy broadly to
users in research or pathology labs (Aim 4). The reagents we use and the protocols we invented are
straightforward, and we will facilitate dissemination by distributing reaction chambers to other labs, releasing
software, and conducting outreach. DNA microscopy does not require special or costly equipment, relies on
PCR protocols that can be easily adopted in any lab, and will handle cells, tissue sections, and whole tissue,
thus maximizing its transformative impact on science and the clinic.
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