Discovery, identification and sequence analysis of RNAs selected for very short or long poly A tail in immature bovine oocytes
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A major challenge in applying genomics to oocyte physiology is that many RNAs are present but will not be translated into proteins, making it difficult to draw conclusions from RNAseq and array data. Oocyte maturation and early embryo development rely on maternal storage of specific RNAs with a short poly(A) tail, which must be elongated for translation. To resolve the role of key genes during that period, we aimed to characterize both extremes of mRNA: deadenylated RNA and long polyA tails mRNA population in immature bovine oocytes. Using magnetic beads coupled to oligodT, we isolated deadenylated (A-, 20-50 adenosines) from polyadenylated (A+, up to 200 adenosines) RNAs. After transcriptomic analysis, we observed that A+ candidates are associated with short-term processes required for immediate cell survival (translation or protein transport) or meiotic resumption, while several A- candidates are involved in processes (chromatin modification, gene transcription and post-transcriptional modifications) that will be extremely important in the development of the early embryo. In addition to a list of candidates probably translated early or late, sequence analysis revealed that cytoplasmic polyadenylation element (CPE) and U(3)GU(3) were enriched in A- sequences. Moreover, a motif associated with polyadenylation signals (MAPS, U(5)CU(2)) appeared to be enriched in 3'untranslated regions (UTR) with CPE or U(3)GU(3) sequences in bovine but also in zebrafish and Xenopus tropicalis. To further validate our methodology, we measured specific tail length of known candidates (AURKA, PTTG1, H2A1) but also determined the poly(A) tail length of other candidate RNAs (H3F3A, H1FOO, DAZAP2, ATF1, ATF2, KAT5, DAZL, ELAVL2). In conclusion, we have reported a methodology to isolate deadenylated from polyadenylated RNAs in samples with small total RNA quantities such as mammals. Moreover, we identified deadenylated RNAs in bovine oocytes that may be stored for the long-term process of early embryo development and described a conserved motif enriched in the 3'UTR of deadenylated RNAs.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it