Morlin, an inhibitor of cortical microtubule dynamics and cellulose synthase movement
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
Morlin (7-ethoxy-4-methyl chromen-2-one) was discovered in a screen of 20,000 compounds for small molecules that cause altered cell morphology resulting in swollen root phenotype in Arabidopsis. Live-cell imaging of fluorescently labeled cellulose synthase (CESA) and microtubules showed that morlin acts on the cortical microtubules and alters the movement of CESA. Morlin caused a novel syndrome of cytoskeletal defects, characterized by cortical array reorientation and compromised rates of both microtubule elongation and shrinking. Formation of shorter and more bundled microtubules and detachment from the cell membrane resulted when GFP::MAP4-MBP was used to visualize microtubules during morlin treatment. Cytoskeletal effects were accompanied by a reduction in the velocity and redistribution of CESA complexes labeled with YFP::CESA6 at the cell cortex. Morlin caused no inhibition of mouse myoblast, bacterial or fungal cell proliferation at concentrations that inhibit plant cell growth. By contrast, morlin stimulated microtubule disassembly in cultured hippocampal neurons but had no significant effect on cell viability. Thus, morlin appears to be a useful new probe of the mechanisms that regulate microtubule cortical array organization and its functional interaction with CESA.
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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 | 0.001 | 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