Mouse in red: Red fluorescent protein expression in mouse ES cells, embryos, and adult animals
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
Spectral variants of green fluorescent protein are widely used in live samples for a broad range of applications: from visualization of protein interactions, through following gene expression, to marking particular cells in complex tissues. Higher wavelength emissions (such as red) are preferred due to the lower background-autofluorescence in tissues (Miyawaka et al., Nat Cell Biol Suppl S1-7, 2003). Until now, however, red fluorescent proteins (RFP) have displayed toxicity in murine embryos, which has hampered its application in this model. Here we report strong expression of a recently developed RFP variant, DsRed.T3, in mouse ES cells, embryos, and adult mice. Our results show that the red fluorescent wavelength has a superior tissue penetrance compared with spectral variants of lower wavelength. Furthermore, we have generated an ES cell line and a corresponding transgenic mouse line in which red fluorescence is activated upon Cre excision. Finally, we introduced cell type-specifically expressed Cre transgenes into this Cre recombinase reporter cell line, and by using the tetraploid embryo complementation assay, we could directly verify the Cre recombinase specificity on ES cell-derived embryos/animals.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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