EVOLUTION OF THE CLOSELY RELATED, SEX-RELATED GENES DM-W AND DMRT1 IN AFRICAN CLAWED FROGS (XENOPUS)
Why this work is in the frame
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Bibliographic record
Abstract
DM-W is a dominant, female-specific, regulator of sex determination in the African clawed frog Xenopus laevis. This gene is derived from partial duplication of DMRT1, a male-related autosomal gene. We set out to better understand sex determination in Xenopus by studying this pair of genes. We found that DM-W evolved in Xenopus after divergence from the sister genus Silurana but before divergence of X. laevis and X. clivii, and that DM-W arose from partial duplication of DMRT1β, which is one of the two DMRT1 paralogs in the tetraploid ancestor of Xenopus. Using the rate ratio of nonsynonymous to synonymous substitutions per site and multilocus polymorphism data, we show that DM-W evolved non-neutrally. By cloning paralogs and using a pyrosequencing assay, we also demonstrate that DMRT1 underwent phylogenetically biased pseudogenization after polyploidization, and that expression of this gene is regulated by mechanisms that vary through development. One explanation for these observations is that the expression domain of DMRT1β was marginalized, which would explain why this paralog is dispensable in Xenopus polyploids and why DM-W has a narrow expression domain. These findings illustrate how evolution of the genetic control of stable phenotypes is facilitated by redundancy, degeneration, and compartmentalized regulation.
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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