Posts Tagged ‘research’

Researchers co-led by Professor Aaron Streets have invented a computer algorithm that uses deep learning to integrate gene and protein data about single cells that were gathered from different tissues and donors and were processed in different labs. Part of a global effort to build a Human Cell Atlas (HCA), the new algorithm will allow integration of data from different types of experiments to compile detailed protein information.

Professor of Bioengineering and Chemical & Biomolecular Engineering David Schaffer explains how he “plays Darwin” in his Berkeley lab, using high throughput genetic sequencing technology to test over a billion genetic samples for the desired biological activity.

An international research team including Professor Teresa Head-Gordon have investigated why cages can increase the catalytic activity of enclosed molecules. Using terahertz spectroscopy and complex computer simulations, they showed that water encapsulated in a tiny cage has special properties that are structurally and dynamically distinct from any known phase of water.

Adam Arkin is one of the leaders of a new approach for studying which bacterial receptors phages exploit to infect cells, and what cellular mechanisms the bacteria use to respond to a phage infection. These microscopic battles have implications for medicine development, agricultural research, and climate science.