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Record W2077656056 · doi:10.1159/000163417

Proliferation of Human Carcinoma Cells in Calcium-Deficient Culture Medium May Depend on Autocrine Growth Factor(s)

2008· article· en· W2077656056 on OpenAlexaff
S.H.H. Swierenga, Nelly Auersperg

Bibliographic record

VenueExperimental Cell Biology · 2008
Typearticle
Languageen
FieldMedicine
TopicCancer Cells and Metastasis
Canadian institutionsUniversity of British ColumbiaHealth Canada
Fundersnot available
KeywordsAutocrine signallingCalciumCell cultureBiologyCell biologyIn vitroCellGrowth factorCell growthBiochemistryChemistryGeneticsReceptor

Abstract

fetched live from OpenAlex

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.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.650

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.042
GPT teacher head0.321
Teacher spread0.279 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2008
Admission routes1
Has abstractyes

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