The Role of the RanGTPase in Mitotic Spindle Assembly
Bibliographic record
Abstract
Abstract Mitosis is the process whereby a cell separates its paired chromosomes into two new identical daughter cells. To achieve this and maintain the correct amount of deoxyribo nuclic acid (DNA) in the cells, the cell forms a framework called the mitotic spindle onto which the chromosomes attach and then get pulled into the new daughter cells. The mitotic spindle is made up of microtubules and associated proteins. The GTPase Ran, which is important for nuclear import and export, plays important roles in regulating the formation of the mitotic spindle. Ran can bind and hydrolyse guanosine triphosphate (GTP), which enables it to regulate several cellular processes. Generation of Ran‐GTP at the chromosomes creates an intracellular gradient that provides directionality to nuclear cytoplasmic transport during interphase and creates an environment around the chromosomes to facilitate spindle assembly. Key Concepts: Ran is a small GTPase. During interphase, spindle assembly factors bind to Importin‐β and are transported into the nucleus. Ran‐GTP is generated at chromosomes and releases spindle assembly factors from inhibitory binding to Importin‐β. Gradients of Ran‐GTP and released cargo proteins are generated in mitotic cells that are important for regulating many activities.
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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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".