In the Absence of the Mouse DNA/RNA-Binding Protein MSY2, Messenger RNA Instability Leads to Spermatogenic Arrest1
Bibliographic record
Abstract
MSY2 is a member of the Y-box family of proteins solely expressed in male and female germ cells. In the male, MSY2 serves as a coactivator of transcription by binding to a consensus promoter element present in many germ cell-specific genes. In the nucleus, MSY2 marks specific mRNAs for cytoplasmic storage, stabilization, and suppression of translation. The inactivation of MSY2 by gene targeting leads to spermatogenic arrest and infertility. In testes of mice lacking MSY2, incomplete nuclear condensation is prominent in later-stage spermatids at the time of massive spermatid loss. Because MSY2 interacts with DNA and mRNAs, there are several distinct sites of action, which could be disrupted in mice that lack MSY2, resulting in the arrest of spermatogenesis. To define the molecular cause(s) of the spermatogenic arrest in mice lacking MSY2, transcriptional and posttranscriptional processes were assayed. Transcription, mRNA processing, and mRNA intracellular transport appear normal in the absence of MSY2. However, a redistribution of mRNAs from ribonucleoprotein particles to polysomes and marked decreases were detected for many meiotic and postmeiotic germ cell mRNAs, including the mRNAs encoding the transition proteins and protamines. This suggests that increased mRNA instability is a likely cause of the male infertility in Msy2-null mice.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".