bioRxivSystems BiologyPreprint
Membrane voltage fluctuations in human breast cancer cells
Peter QuickeiD, Yilin SuniD, Mar Arias-GarcíaiD, Corey D. AckeriD, Mustafa B.A. DjamgoziD, Chris BakaliD, Amanda J. FoustiD
Abstract
Cancer cells feature a resting membrane potential (Vm) that is depolarized compared to normal cells, and express active ionic conductances, which factor directly in their pathophysiological behavior. Despite similarities to excitable tissues, relatively little is known about cancer cell Vm dynamics. With high-throughput, cellular-resolution Vm imaging, we characterized Vm fluctuations of hundreds of human triple-negative breast cancer MDA-MB-231 cells and compared to non-cancerous breast epithelial MCF-10A cells. By quantifying their Dynamic Electrical Signatures (DESs) through an unsupervised machine-learning protocol, we identified four classes ranging from "noisy" to "blinking/waving". The Vm of MDA-MB-231 cells exhibited spontaneous, transient hyperpolarizations that were inhibited by the voltage-gated sodium channel blocker tetrodotoxin. The Vm of MCF-10A cells was comparatively static, but fluctuations increased following treatment with transforming growth factor-{beta}1, a canonical inducer of the epithelial-to-mesenchymal transition. These data suggest that the ability to generate Vm fluctuations is acquired during transformation and may participate in oncogenesis.
- organism: human
- assay: electronic health records
- research focus: cell type annotation
- approach: machine learning (classical)
- Citations
- 4
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