Phenotypic targeting using magnetic nanoparticles for rapid characterization of cellular proliferation regulators.
Zongjie WangHansen WangSichun LinStephane AngersEdward H SargentShana O KelleyPublished in: Science advances (2024)
Genome-wide CRISPR screens have provided a systematic way to identify essential genetic regulators of a phenotype of interest with single-cell resolution. However, most screens use live/dead readout of viability to identify factors of interest. Here, we describe an approach that converts cell proliferation into the degree of magnetization, enabling downstream microfluidic magnetic sorting to be performed. We performed a head-to-head comparison and verified that the magnetic workflow can identify the same hits from a traditional screen while reducing the screening period from 4 weeks to 1 week. Taking advantage of parallelization and performance, we screened multiple mesenchymal cancer cell lines for their dependency on cell proliferation. We found and validated pan- and cell-specific potential therapeutic targets. The method presented provides a nanoparticle-enabled approach means to increase the breadth of data collected in CRISPR screens, enabling the rapid discovery of drug targets for treatment.
Keyphrases
- genome wide
- single cell
- high throughput
- cell proliferation
- magnetic nanoparticles
- dna methylation
- rna seq
- copy number
- molecularly imprinted
- electronic health record
- cell cycle
- optic nerve
- transcription factor
- papillary thyroid
- small molecule
- loop mediated isothermal amplification
- signaling pathway
- bone marrow
- pi k akt
- stem cells
- cancer therapy
- cell therapy
- randomized controlled trial
- squamous cell
- machine learning
- emergency department
- single molecule
- squamous cell carcinoma
- data analysis
- clinical trial
- climate change
- lymph node metastasis
- gestational age
- young adults
- risk assessment
- smoking cessation
- optical coherence tomography
- preterm birth
- drug induced
- study protocol
- combination therapy