bioRxivSystems BiologyPreprint
Unraveling Oxidative Stress Resistance: Molecular Properties Govern Proteome Vulnerability
Roger L. ChangiD, Julian A. StanleyiD, Matthew C. RobinsoniD, Joel W. SheriD, Zhanwen LiiD, Yujia A. ChaniD, Ashton R. OmdahliD, Ruddy WattieziD, Adam GodzikiD, Sabine Matallana‐SurgetiD
Abstract
AbstractOxidative stress alters cell viability, from microorganism irradiation sensitivity to human aging and neurodegeneration. Deleterious effects of protein carbonylation by reactive oxygen species (ROS) make understanding molecular properties determining ROS-susceptibility essential. The radiation-resistant bacterium Deinococcus radiodurans accumulates less carbonylation than sensitive organisms, making it a key model for deciphering properties governing oxidative stress resistance. We integrated shotgun redox proteomics, structural systems biology, and machine learning to resolve properties determining protein damage by {gamma}-irradiation in Escherichia coli and D. radiodurans at multiple scales. Local accessibility, charge, and lysine enrichment accurately predict ROS-susceptibility. Lysine, methionine, and cysteine usage also contribute to ROS-resistance of the D. radiodurans proteome. Our model predicts proteome maintenance machinery and proteins protecting against ROS are more resistant in D. radiodurans. Our findings substantiate that protein-intrinsic protection impacts oxidative stress resistance, identifying causal molecular properties. One Sentence SummaryProteins differ in intrinsic susceptibility to oxidation, a mode of evolutionary adaptation for stress tolerance in bacteria.
- organism: E. coli
- organism: Drosophila
- assay: proteomics
- research focus: differential expression
- approach: machine learning (classical)
- Citations
- 1
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