henhaobio
Sign in

Nature CommunicationsSystems BiologyPeer-reviewed journal article

Multiplexed and reproducible high content screening of live and fixed cells using the Dye Drop method

Caitlin E. MillsiD, Kartik SubramanianiD, Marc A. HafneriD, Mario NiepeliD, Luca GerosaiD, Mirra ChungiD, Chiara VictoriD, Benjamin L. GaudioiD, Clarence YappiD, Ajit J. NirmaliD, Nicholas A. ClarkiD, Peter Karl SorgeriD

PDFDOIPreprint

Abstract

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(R)). 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.

Citations
34
FWCI
3.10
Field percentile
top 7%

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.