Integrins as mediators of epithelial cell-matrix interactions in the human small intestinal mucosa
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
The intestinal epithelium is a highly dynamic tissue, which depends on a variety of factors for the regulation of its rapid renewal and expression of digestive functions. Over the last 10 years, it has become evident that among these factors are cell interactions with the extracellular matrix, more specifically with the underlying basement membrane, through a series of specific cell membrane receptors, many of which are integrins. Integrins regulate the assembly of adhesive junctions as well as the activation of various signaling pathways, leading to the modulation of gene expression. The analysis of the integrin repertoire along the crypt-villus axis in the human small intestinal epithelium identifies a number of beta1 and beta4 integrins, showing differential patterns of expression relative to its two functional compartments. Among them are the integrins alpha3beta1, alpha7Bbeta1 and the functional form of alpha6beta4 that appear to be related, in concert with the distribution of their ligands, to the process of intestinal cell differentiation, and the integrins alpha2beta1, alpha1beta1, alpha5beta1, and the non-functional form of alpha6beta4 that seem to be coupled with the undifferentiated/proliferative status of crypt cells. These observations delineate the potential complexity of the organization of epithelial cell-matrix interactions involved in the maintenance of the human intestinal crypt-villus axis.
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.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.005 |
| Insufficient payload (model declined to judge) | 0.001 | 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