ZmIQD27 Interacts with ZmCaMs and ZmKLCRs in Maize
Bibliographic record
Abstract
Plant secondary cell wall (SCW) provides physical support for upright growth and the transportation of water and nutrients. In our previous report, we characterized ZmIQD27, an SCW development-related protein, colocalized with microtubules and its loss of function would result in upward water-transportation failure. While the molecular mechanism of how ZmIQD27 mediates microtubular arrangement was not addressed. In this paper, a ZmCaM-ZmIQD27-ZmKLCR cascade was identified in maize. Interactions between ZmIQD27 and ZmCaMs and ZmKLCRs were verified in vivo and in vitro. ZmIQD27 motif that is responsible for binding CaMs and KLCRs was characterized. A proposed model of ZmIQD27 acts as a scaffold protein that senses signals and mediates the SCW transportation on microtubules guided by kinesin, was proposed. Our results would be essential for enriching the molecular network of how ZmIQD27 modulates secondary cell wall development, which would finally help in marker-assisted maize breeding.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".