Commentary on A Rare Cause of Virilization, Short Stature, and Hypertension
Bibliographic record
Abstract
The patient described presented with acute illness as a result of poor compliance with medication either due to poor understanding of her condition by her or the people caring for her and/or due to the inability to acquire her medications. The consequences are probably not yet fully realized. Her mineralocorticoid hypertension is severe and the risk for complications is high. The clinical and laboratory features are fairly classic for 11β-hydroxylase deficiency (11-OHD), manifesting with virilization, short stature, and severe hypertension. She presented with a hypertensive hypokalemic disorder following interruption of steroids, due to apparent mineralocorticoid excess from 11-deoxycorticosterone, and possibly other steroid precursors, providing an important diagnostic clue to 11-OHD (1). 11-OHD is autosomal recessive and caused by pathogenic variants in CYP11B1 (8q24.3). This gene consists of 9 exons that are approximately 40-kb from the highly homologous CYP11B2 (2). Unlike nonclassic Congenital Adrenal Hyperplasia (CAH) due to CYP21A1 (prevalence of 1 in 200 regardless of ethnicity) (2), 11-OHD is rare, with highest prevalence among Moroccan Jews due to a founder effect. The patient and her sibling were compound heterozygotes carrying 2 different disease-causing variants, as seen in most cases of CAH, with the phenotype defined by the variant retaining the most enzyme activity. Since both parents are presumed to be carriers, the genetic risk in each offspring is 25% for CAH, and 50% for carrier. The goals of therapy for 11-OHD should be achieved with regular clinical assessments. Comorbidities to address includes degree of virilization, growth velocity, control of hypertension and metabolic syndrome, fertility, bone health, adrenal insufficiency/sick day teaching and genetic counseling (1). Metabolic control with glucocorticoid replacement in the form of hydrocortisone is preferred for reduction of excess androgens. Hypertension is best managed with a mineralocorticoid receptor antagonist (2). During acute illness, supraphysiologic glucocorticoid therapy with or without mineralocorticoid replacement for electrolyte imbalance is warranted. All authors confirmed they have contributed to the intellectual content of this paper and have met the following 4 requirements: (a) significant contributions to the conception and design, acquisition of data, or analysis and interpretation of data; (b) drafting or revising the article for intellectual content; (c) final approval of the published article; and (d) agreement to be accountable for all aspects of the article thus ensuring that questions related to the accuracy or integrity of any part of the article are appropriately investigated and resolved. No authors declared any potential conflicts of interest.
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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 | 0.002 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.047 | 0.027 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".