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Pooled CRISPR-Based Genetic Screens in Mammalian Cells
Published on: September 4, 2019
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Spatially Resolved in vivo CRISPR Screen Sequencing via Perturb-DBiT
Alev Baysoy1,2, Xiaolong Tian1,3,2, Feifei Zhang3,2
1Department of Biomedical Engineering, Yale University, New Haven, CT, USA.
Biorxiv : the Preprint Server for Biology
|November 28, 2024
Summary
We developed Perturb-DBiT, a new method for in vivo CRISPR screens that simultaneously profiles spatial transcriptomes and guide RNAs in single cells. This approach reveals how genetic changes impact tissue environments and cancer progression.
Area of Science:
- Genomics
- Molecular Biology
- Cancer Research
Background:
- Perturb-seq profiles gene expression changes from genetic perturbations in single cells.
- However, it cannot assess the impact of these perturbations on the tissue microenvironment.
Purpose of the Study:
- To develop Perturb-DBiT, a novel platform for simultaneous spatial transcriptome and guide RNA (gRNA) co-sequencing.
- To enable in vivo CRISPR screens with genome-scale gRNA libraries for comprehensive analysis of genetic modifications in tissue contexts.
Main Methods:
- Perturb-DBiT integrates spatial transcriptomics with CRISPR screening by co-sequencing gRNAs and transcriptomes from the same tissue section.
- The platform accommodates various delivery vectors, gRNA library sizes, tissue preparations, and gRNA capture methods.
- Genome-scale CRISPR screens were performed across three cancer models, including a human metastatic colonization model and an immune-competent syngeneic model.
Main Results:
- Perturb-DBiT mapped gRNAs and transcriptomes in individual colonies, revealing clonal dynamics and cooperation in cancer metastasis.
- The study uncovered how genetic perturbations differentially and synergistically affect immune cell infiltration and suppression within the tumor microenvironment.
- The method demonstrated the ability to simultaneously assess knockout effects on tumor initiation, development, metastasis, histopathology, and immune landscape.
Conclusions:
- Perturb-DBiT significantly expands the scope of genetic inquiry by integrating spatial and functional genomics.
- This platform provides a comprehensive understanding of genetic modifications' effects on cellular behavior and tissue architecture.
- Perturb-DBiT lays the foundation for developing targeted therapeutic strategies by elucidating complex gene-environment interactions in cancer.

