Proliferation of Human Carcinoma Cells in Calcium-Deficient Culture Medium May Depend on Autocrine Growth Factor(s)
Bibliographic record
Abstract
The ability to proliferate in media with low calcium concentrations (less than 0.1 mM) at clonal seeding densities is a characteristic of malignant cells. Cells of the carcinoma line C-4I are an exception, and are unable to proliferate in medium with 0.02 mM calcium (LCM) when seeded at low densities. Conditioned medium, derived from a subline of C-4I cells that were adapted to grow in LCM, contained an acid-stable factor of greater than 8 kilodaltons molecular weight that mediated proliferation and colony formation of unadapted C-4I cells in LCM in a concentration-dependent manner. The effect was not related to enhanced cell attachment or spreading, and was maximal when the unadapted C-4I cells were seeded in aggregates of 2-20 cells rather than singly. Thus, calcium independence, a component of the neoplastic phenotype, may be mediated by autocrine tumor-cell-derived factor(s) and may involve long- and short-range cell interactions.
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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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".