Regulation of<i>Dlx</i>gene expression in the zebrafish pharyngeal arches: from conserved enhancer sequences to conserved activity
Bibliographic record
Abstract
The Dlx genes play an important role in the development of the pharyngeal arches and the structures derived from these tissues, including the craniofacial skeleton. They are typically expressed in a nested pattern along the proximo-distal axis of the branchial arches in mice. This pattern is known as the “Dlx code” and has been proposed to be responsible for an early regional patterning of branchial arches in mammals. A number of cis- regulatory elements (CREs) have been identified within the Dlx loci, which target reporter expression to the developing pharyngeal arches of the mouse. Most of these CREs are located in the intergenic regions between the two genes constituting a Dlx bigene cluster. Therefore, the regionalized dlx expression in the branchial arches could be the result of the shared activities of these regulatory regions. Here we analyze previously published and new results showing these CREs are highly conserved in both their sequence and their activity in the pharyngeal arches of two distantly related vertebrates, the zebrafish and the mouse. A better understanding of Dlx gene regulation of the Dlx genes and of the genetic cascades in which they are involved can lead to clues explaining variations in morphology of the craniofacial regions of vertebrates.
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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) | 0.000 | 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) | 0.001 | 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 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".