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Project Summary The 3D spatial context of a cell determines which genes and RNA isoforms it expresses, enabling specialized cell functions fundamental to multicellular life. In typical single-cell RNA-seq (scRNA-seq), the first step of cell dissociation erases the spatial context of the cell. This flaw creates an urgent need for a technology that has the same throughput of scRNA-seq but also encodes the cells’ spatial context. Although a new wave of spatial transcriptomic technologies based on sequencing has emerged recently, all suffer from severe limitations: low efficiency (~1-2% of the Drop-Seq efficiency), providing 2D resolution only, failure to discriminate cell boundaries and requiring specialized or expensive equipment. These limitations are intrinsic and result from their shared reliance on cDNA synthesis in situ by from a solid support. Imaging-based technologies have higher spatial resolution but require more equipment, time for protocol execution, have limited gene measurement throughput, and cannot profile RNA isoforms or other sequence variants. To overcome these limitations in state-of-the-art spatial transcriptomic methods, we propose to develop Orthocode, an innovative paradigm for statistically-driven spatial transcriptomics, grounded in proof-of-principle molecular experiments, and cutting-edge statistical theory. Orthocode achieves > 50x or higher sensitivity compared to current approaches by encoding and recovering spatial information from simple, inexpensive and efficient molecular biology protocols. The experimental Orthocode protocol has two steps: 1) a pool of two types of “location-encoding oligos” (a) barcoded emitter oligos produce copies of themselves that diffuse locally and (b) “receptors” record the barcodes of nearby emitters are coupled to cells; 2) cells coupled to location- encoding oligos that have together record the spatial position of the cell, are isolated and input into scRNA-seq workflows, eg. Drop-seq and sequenced. Orthocode then employs a rigorous statistical analysis of the barcode profiles of location encoding oligos to triangulate the location of each sequenced cell. This rigorously reasoned experimental design and prototype development builds Orthocode from the simplest test systems to prototypes that will allow unprecedented spatial transcriptomic resolution in tissues to address a critical unmet need in biomedicine. The Orthocode paradigm can be generalized beyond RNA profiling to spatial measurements of proteins, DNA and epigenetic modifications and is a potential breakthrough innovation in deep-sequencing based spatial ‘omics.
期刊论文(18)
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DOI: 10.1186/s40168-021-01021-0
发表时间: 2021-03-19
期刊: Microbiome
影响因子: 15.5
作者: [Albanese D, Coleine C, Rota-Stabelli O, Onofri S, Tringe SG, Stajich JE, Selbmann L, Donati C]
通讯作者: Donati C
DOI: 10.1128/msystems.01190-23
发表时间: 2024-01-23
期刊: mSystems
影响因子: 6.4
作者: []
通讯作者:
DOI: 10.1128/aem.02449-21
发表时间: 2022-05-24
期刊: APPLIED AND ENVIRONMENTAL MICROBIOLOGY
影响因子: 4.4
作者: [Gagliano, Maria Cristina, Sampara, Pranav, Plugge, Caroline M., Temmink, Hardy, Sudmalis, Dainis, Ziels, Ryan M.]
通讯作者: Ziels, Ryan M.
DOI: 10.1111/nph.17044
发表时间: 2021-03
期刊: The New phytologist
影响因子: --
作者: [Marqués-Gálvez JE, Miyauchi S, Paolocci F, Navarro-Ródenas A, Arenas F, Pérez-Gilabert M, Morin E, Auer L, Barry KW, Kuo A, Grigoriev IV, Martin FM, Kohler A, Morte A]
通讯作者: Morte A
9
    Using microfluidics to realize patient-specific anti-cancer immunotherapies
    • 批准号:
      10702214
    • 项目类别:
    • 资助金额:
      $108.08万
    • 财政年份:
      2023
    • 负责人:
      Polly Morrell Fordyce
    • 依托单位:
    Using Microfluidic Affinity Analysis to Probe Transcriptional Regulation
    Using Microfluidic Affinity Analysis to Probe Transcriptional Regulation
    Using Microfluidic Affinity Analysis to Probe Transcriptional Regulation
    • 批准号:
      9196360
    • 项目类别:
    • 资助金额:
      $24.9万
    • 财政年份:
      2012
    • 负责人:
      Polly Morrell Fordyce
    • 依托单位:
    海外基金