Unraveling Oxidative Stress Resistance: Molecular Properties Govern Proteome Vulnerability
Chang, R. L.; Stanley, J. A.; Robinson, M. C.; Sher, J. W.; Li, Z.; Chan, Y. A.; Omdahl, A. R.; Wattiez, R.; Godzik, A.; Matallana-Surget, S.
Show 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.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Protein folding stabilities are a major determinant of oxidation rates for buried methionine residues 95%
- Redox control of the deubiquitinating enzyme Ubp2 regulates translation during stress 94%
- A natural fusion of flavodiiron, rubredoxin, and NADH:rubredoxin oxidoreductase domains is the highly efficient water-forming oxidase of T. vaginalis 94%
Similar papers in this journal
- Proteome allocation is linked to transcriptional regulation through a modularized transcriptome 93%
- Ligand-induced changes in dynamics mediate long-range allostery in the lac repressor 93%
- Non-consecutive enzyme interactions within TCA cycle supramolecular assembly regulate carbon-nitrogen metabolism 93%
Similar papers in this journal
- Mitochondrial Contact Site and Cristae Organizing System (MICOS) Machinery Supports Heme Biosynthesis by Enabling Optimal Performance of Ferrochelatase 92%
- Disulfide-mediated tetramerization of TRAP1 fosters its antioxidant and pro-neoplastic activities. 91%
- Structural and functional insights into nitrosoglutathione reductase from Chlamydomonas reinhardtii 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.