Activity-Based Protein Profiling of the <i>Escherichia coli</i> GlpG Rhomboid Protein Delineates the Catalytic Core
Bibliographic record
Abstract
Rhomboid proteins comprise the largest class of intramembrane protease known, being conserved from bacteria to humans. The functional status of these proteases is typically assessed through direct or indirect detection of peptide cleavage products. Although these assays can report on the ability of a rhomboid to catalyze peptide bond cleavage, differences in measured hydrolysis rates can reflect changes in the structure and activity of catalytic residues, as well as the ability of the substrate to access the active site. Here we show that a highly reactive and sterically unencumbered fluorophosphonate activity-based protein profiling probe can be used to report on the catalytic integrity of active site residues in the Escherichia coli GlpG protein. We used results obtained with this probe on GlpG in proteomic samples, in combination with a conventional assay of proteolytic function on purified samples, to identify residues that are located on the cytoplasmic side of the lipid bilayer that are required for maximal proteolytic activity. Regions tested include the 90-residue aqueous-exposed N-terminus that encompasses a globular structure that we have determined by solution nuclear magnetic resonance, along with residues on the cytoplasmic side of the transmembrane domain core. While in most cases mutation or elimination of these residues did not significantly alter the catalytic status of the GlpG active site, the lipid-facing residue Arg227 was found to be important for maintaining a catalytically competent active site. In addition, we found a functionally critical region outside the transmembrane domain (TMD) core that is required for maximal protease activity. This region encompasses an additional 8-10 residues on the N-terminal side of the TMD core that precedes the first transmembrane segment and was not previously known to play a role in rhomboid function. These findings highlight the utility of the activity-based protein profiling approach for the characterization of rhomboid function.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".