SPEF1 mediates assembly of the central pair microtubule complexes in cilia of <i>Tetrahymena</i>
Bibliographic record
Abstract
SPEF1 is a conserved calponin-homology domain protein that decorates the seam of central pair microtubules in the distal segment of motile cilia. Here, we show that in the ciliate Tetrahymena, loss of SPEF1 disrupts the central pair throughout the middle segment, which comprises most of the cilium, producing gaps in the microtubule lattice, truncations of proximal microtubule regions, and loss of lateral projections. Although visible structural defects were restricted to the central microtubules, SPEF1 also localized to the ciliary outer doublets and to all classes of non-ciliary cortical microtubules. Within cilia, SPEF1 was strongly enriched near the distal tip but was also present throughout the middle segment, where it was more abundant on the central than on the outer doublet microtubules. In live cilia, most SPEF1 particles were stationary and turned over slowly; some underwent diffusion, but none moved by intraflagellar transport. Central pair defects arose early during ciliary assembly. We propose that SPEF1 functions as a general microtubule stabilizer whose activity is particularly important for the assembly of central pair microtubules within the middle ciliary segment.
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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 | 0.001 |
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".