Membrane‐enriched solute carrier family 2 member 1 (<scp>SLC</scp>2A1/<scp>GLUT</scp>1) in psoriatic keratinocytes confers sensitivity to 2‐deoxy‐D‐glucose (2‐<scp>DG</scp>) treatment
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
Psoriasis is a common chronic disease with accelerated epidermal cell growth. Solute carrier family 2 member 1 (SLC2A1), also named GLUT1, transports glucose and its analogues into cells. With elevated membrane-bound GLUT1, psoriatic keratinocytes uptake more glucose with increased glucose metabolism. Competition between glucose and its analogues can serve as a strategy to inhibit glycolysis as well as proliferation. In this study, we investigated the expression patterns of GLUT1 in keratinocytes in the human psoriasis vulgaris and imiquimod-induced psoriasis model, and determined that the glucose metabolism inhibitor 2-deoxy-D-glucose (2-DG) can relieve the psoriatic lesions. We found membrane-enriched GLUT1 in psoriasis keratinocytes, which suggested some potential for glucose metabolic target therapy based on the glycolytic microenvironment. Furthermore, 2-DG was able to relieve the psoriatic lesions in an in vivo animal model which provides a new possible therapeutic strategy.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.004 |
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