Multiplexed and reproducible high content screening of live and fixed cells using Dye Drop.
Caitlin E MillsKartik SubramanianMarc HafnerMario NiepelLuca GerosaMirra ChungChiara VictorBenjamin GaudioClarence YappAjit J NirmalNicholas ClarkPeter Karl SorgerPublished in: Nature communications (2022)
High-throughput measurement of cells perturbed using libraries of small molecules, gene knockouts, or different microenvironmental factors is a key step in functional genomics and pre-clinical drug discovery. However, it remains difficult to perform accurate single-cell assays in 384-well plates, limiting many studies to well-average measurements (e.g., CellTiter-Glo®). Here we describe a public domain Dye Drop method that uses sequential density displacement and microscopy to perform multi-step assays on living cells. We use Dye Drop cell viability and DNA replication assays followed by immunofluorescence imaging to collect single-cell dose-response data for 67 investigational and clinical-grade small molecules in 58 breast cancer cell lines. By separating the cytostatic and cytotoxic effects of drugs computationally, we uncover unexpected relationships between the two. Dye Drop is rapid, reproducible, customizable, and compatible with manual or automated laboratory equipment. Dye Drop improves the tradeoff between data content and cost, enabling the collection of information-rich perturbagen-response datasets.
Keyphrases
- high throughput
- single cell
- rna seq
- induced apoptosis
- living cells
- highly efficient
- drug discovery
- high resolution
- cell cycle arrest
- single molecule
- fluorescent probe
- electronic health record
- aqueous solution
- clinical trial
- healthcare
- endoplasmic reticulum stress
- copy number
- big data
- visible light
- cell death
- dna methylation
- high speed
- gene expression
- genome wide
- artificial intelligence
- data analysis
- social media
- phase iii
- sensitive detection
- adverse drug