The immunological and genetic basis of immune dysregulation, polyendocrinopathy, enteropathy, X-linked syndrome
Bibliographic record
Abstract
PURPOSE OF REVIEW: This article presents a comprehensive review of the immunodysregulation, polyendocrinopathy, enteropathy and X-linked (IPEX) syndrome, covering both the clinical and molecular aspects of the disease. (Figure is included in full-text article.) RECENT FINDINGS: The IPEX syndrome is a rare immunological disorder in humans caused by inheritable mutations in the FOXP3 gene, the master transcriptional regulator for the development and function of CD4 regulatory T (Treg) cells. Forkhead box protein 3 (FOXP3) Treg cells represent a unique T-cell lineage with inhibitory functions, and are responsible for immune homeostasis and tolerance to self and nonself antigens. Evidence shows that a Treg developmental deficiency or dysfunction underlies the severe, multiorgan, autoimmune disease of IPEX. SUMMARY: An in-depth structural and functional analysis of the molecular domains of FOXP3 is essential for our understanding of the observed clinical heterogeneity and prognosis in IPEX.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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".