B-FABP-Expressing Radial Glial Cells: The Malignant Glioma Cell of Origin?
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
Brain fatty acid-binding protein (B-FABP) is normally expressed in radial glial cells, where it plays a role in the establishment of the radial glial fiber network required for neuronal migration. B-FABP is also expressed in astrocytoma tumors and in some malignant glioma cell lines. To address the role of B-FABP in malignant glioma, we have studied the growth properties of clonal populations of malignant glioma cells modified for B-FABP expression. Here, we demonstrate that expression of B-FABP in B-FABP-negative malignant glioma cells is accompanied by the appearance of radial glial-like properties, such as increased migration and extended bipolar cell processes, as well as reduced transformation. Conversely, B-FABP depletion in B-FABP-positive malignant glioma cells results in decreased migration, reduction in cell processes, and a more transformed phenotype. Moreover, expression of B-FABP in astrocytomas is associated with regions of tumor infiltration and recurrence. Rather than being a direct manifestation of the tumorigenic process, we propose that the ability of high-grade astrocytoma cells to migrate long distances from the primary tumor reflects properties associated with their cell of origin. Thus, targeting B-FABP-expressing cells may make a significant impact on the treatment of these tumors.
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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 | 0.000 | 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) | 0.000 | 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