The<i>MLH1</i>variants p.Arg265Cys and p.Lys618Ala affect protein stability while p.Leu749Gln affects heterodimer formation
Bibliographic record
Abstract
Germline mutations in the mismatch repair genes lead to the Lynch syndrome/ HNPCC, and genetic testing is offered to identify individuals at risk of developing this disease. About a third of all genetic alterations detected in the mismatch repair gene MutL homolog 1 (MLH1) are missense variants. The majority of these variants are of equivocal clinical significance. In this report, we investigate the molecular basis of the pathogenicity of three missense variants localized to distinct functional domains. Our results demonstrate that the MLH1 variants p.Arg265Cys (c.793C>T) and p.Lys618Ala (c.1852_1853AA>GC) significantly decrease the stability of the protein, while another missense variant p.Leu749Gln (c.2246T>A) is able to compromise heterodimerization of the MLH1-PMS2 complex.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".