example-paper-review.md
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sha256:fd47ab66017e55331b88ba3a59c34c23e4e05c5aec424251d3a404c5a7998c8e
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15 days ago
title: "Literature review: Chen et al. 2025 — multiplex CRISPR screening in primary T cells" project: research-lab-template tags:
- literature
- crispr
- immunology date: 2026-04-07
Chen et al. 2025 — multiplex CRISPR screening in primary T cells
Citation (hypothetical for template): Chen, L. et al. Nat. Methods (2025). DOI: 10.xxxx/nmeth.2025.xxx
One-line summary
The authors combine pooled CRISPR perturbations with single-cell RNA-seq in ex vivo human T cells, reporting improved guide detection sensitivity versus prior plate-based assays.
Key findings
- Multiplexing ~120 guides per donor while retaining >70% cell viability at 72h under their electroporation conditions.
- A computational demultiplexing step reduces doublet-induced false positives; code is available (check license before reuse).
- Validation with orthogonal flow cytometry on top hits matches directionality in four of five targets tested.
Methods worth noting
- Electroporation parameters and media supplements are specified in supplementary tables—useful if we replicate stress controls.
- They normalize by non-targeting guides using a trimmed mean; may bias rare phenotypes.
Relevance to our lab
Directly applicable if we pivot the cytokine secretion screen to primary cells. Our current immortalized line protocol will not transfer without revisiting viability curves and electroporation load.
Open questions
- Donor batch effects: only six donors in main figures.
- Long-term culture effects on editing outcomes not addressed beyond 96h.
Next step: Pilot three guides from their positive control set in our hands before scaling the library.
File History
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sha256:fd47ab66017e55331b88ba3a59c34c23e4e05c5aec424251d3a404c5a7998c8e
feat(hub): restore integration tile detail modals; add Herm…
Human
minor
⚠
15 days ago
sha256:2827ba9e7632a4b141c50caf1e8f7d77abbc3515be20e7465f2bccb0ac4edf91
fix: repair endpoint now sets has_active_subscription when …
Human
minor
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15 days ago
sha256:6a102aafafdfe7e70a24f4e59740200f0ee713ce7915f1b53e9d4ba5ee8b4410
Initial Muse snapshot
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48 days ago