[KongchangAI]
Concept

Perturb-seq

A technology combining CRISPR gene editing with single-cell RNA sequencing that can systematically measure transcriptomic responses after perturbing thousands of genes, providing large-scale training data for perturbation response prediction models.

Timeline (last 90 days)

Nov 6

Typical forms of perturbation data include CRISPR knockout/knockdown/activation screens, drug treatments, and small-molecule perturbations, paired with single-cell transcriptomic readouts (such as Perturb-seq).

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Nov 6

Techniques such as Perturb-seq combine CRISPR gene editing with single-cell sequencing, enabling systematic measurement of transcriptomic responses after thousands of gene perturbations in a single experiment.

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Oct 19

Perturb-seq combines pooled perturbations with single-cell RNA sequencing, allowing the transcriptome-wide effects of thousands of perturbations to be read out simultaneously and building causal maps.

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