Computational Analysis of Human Cysteine Redox Proteoforms Reveals Novel Insights
Cobley, J. N.; Chatzinikolaou, P. N.; Schmidt, C. A.
Show abstract
Since cysteine redox proteoforms (i) are virtually unstudied, we derived novel insights by computationally analysing the human proteome. Our analysis revealed a vast, effectively infinite, theoretical i space housing 3.02 x 10169 unique cysteine redox proteoforms. For >80% and 99% of the human proteome, the i space comprises 6.83 x 108 and 1.76 x 1031 unique proteoforms, respectively. The heterogenous distribution of the i space by gene ontology terms, suggests, but does not prove, functional speciation. To theoretically limit the number of cysteine redox proteoforms that can be "downloaded" from the abstract i "cloud", we implement novel equations. Protein copy numbers limit the i space by 161-logs to 4.04 x 107 unique cysteine redox proteoforms per HeLa cell. An immutable law: the number of cysteine redox proteoform molecules (Ni) must equal the number of cysteine-containing protein molecules. We compute an Ni value of 1.70 x 109 per HeLa cell. While Ni will be displaced from thermodynamic equilibrium towards the reduced state (e.g., {approx}90%-reduced), it is possible that the number of partially oxidised cysteine redox proteoform molecules is in the order of 106-8 per HeLa cell. Consistent with this, 100%-oxidised forms were observed in 60% of the proteins studied to date. Our analysis advances understanding of redox biology at the proteoform level.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- The potential role of liquid-liquid phase separation in the cellular fate of the compartments for unconventional protein secretion 92%
- Deep Mutational Scanning Reveals a De Novo Disulfide Bond and Combinatorial Mutations for Engineering Thermostable Myoglobin 92%
- Knot or Not? Sequence-Based Identification of Knotted Proteins With Machine Learning 91%
Similar papers in this journal
- Intra-dimer cooperativity between the active site cysteines during the oxidation of peroxiredoxin 2 93%
- Functionally annotating cysteine disulfides and metal binding sites in the plant kingdom using AlphaFold2 predicted structures 93%
- Tsa1 is the dominant peroxide scavenger and a source of H2O2-dependent GSSG production in yeast 91%
Similar papers in this journal
- Large-Scale Quantitative Cross-Linking and Mass Spectrometry Provides New Insight on Protein Conformational Plasticity within Organelles, Cells, and Tissues 93%
- SomaModules: a pathway enrichment approach tailored to SomaScan data 93%
- Normalized and Directional Interplay Scoring for the Interrogation of Proteoform Data 93%
"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.