A novel gene expression stability metric to unveil homeostasis and regulation
1Department of Medicine, Department of Human Genetics, Department of Statistics, University of Chicago, Chicago, USA. mengjiechen@uchicago.edu.
Abstract:
We explore the concept of gene expression stability within a homeostatic cell through the gene homeostasis Z-index, a measure that highlights genes under active regulation in response to internal and external stimuli. The Z-index uncovers distinct regulatory activities and patterns driven by a small subset of cells, providing insights that traditional mean-based methods often overlook. By capturing subtle regulatory dynamics, this approach highlights the importance of stability metrics in uncovering detailed gene regulation patterns that underpin cellular adaptation.
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