Jie Dai | PubMed Health

PubMed2026

Protocol for robust gene knockout and reliable validation in human cell lines using quad-guide RNA vectors.

CRISPR-Cas9 is a powerful tool for editing genomic loci, however achieving high knockout efficiency at certain targets remains challenging. Here, we present a protocol for gene knockout using an all-in-one, quad-guide RNA-expressing vector. We describe steps for plasmid construction, virus preparation, transduction, and subsequent gene editing and functional validation within DLD-1 colorectal adenocarcinoma cells. This strategy provides an efficient workflow for gene knockout that is rapidly confirmed through PCR amplification of mRNA derived from the targeted gene loci.

Biotechnology and bioengineering↗

PubMed2026

The Spatiotemporal Genetic Architecture of Seed Vigor in Upland Cotton.

Seed vigor underpins uniform crop establishment, but its dynamic genetics are understudied. Combining high-resolution temporal phenotyping and genomics in upland cotton, we used the SeedRanger platform to record 17 image-based traits every 30 min over 120 h, revealing stage-specific heritability and identifying 541 seed-vigor loci. These loci show extensive pleiotropy and temporal coordination, forming a genetic network that preserves developmental continuity; 8.9% overlap regions under domestication selection, indicating concurrent optimization with fiber yield. Functional validation of FLA2, a candidate gene underlying a dynamic QTL, implicates auxin-mediated control of radicle elongation and cotyledon development. This temporal framework exposes dynamic genetic architecture and breeding targets for high-vigor crops.

Gossypium↗