“Atypical femoral fractures” during bisphosphonate exposure in adult hypophosphatasia
Why this work is in the frame
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Bibliographic record
Abstract
We report a 55-year-old woman who suffered atypical subtrochanteric femoral fractures (ASFFs) after 4 years of exposure to alendronate and then zolendronate given for "osteoporosis." Before alendronate treatment, she had low bone mineral density. After several months of therapy, metatarsal stress fractures began. Bisphosphonate (BP) administration was stopped following the ASFFs, and the adult form of hypophosphatasia (HPP) was diagnosed from low serum alkaline phosphatase (ALP) activity, high endogenous levels of two natural substrates for the "tissue-nonspecific" isoenzyme of ALP (TNSALP), and a heterozygous mutation within the gene that encodes this enzyme. Experience with other HPP families showed that her mutation (Arg71His) with a second defective TNSALP allele can cause severe HPP in infancy, and when heterozygous can cause mild HPP featuring premature loss of deciduous teeth in children. Because the skeletal disease of HPP results from extracellular accumulation of the TNSALP substrate inorganic pyrophosphate (PPi) and its inhibitory effect on mineralization, perhaps HPP patients or carriers will have adverse effects from BPs. BPs are analogues of PPi and can suppress bone turnover but also deactivate TNSALP. Our report is the first of BP exposure preceding ASFFs in adult HPP. To explore a potential role for TNSALP deactivation in ASFFs, mutation analysis of TNSALP should be studied in a cohort of these patients. Meanwhile, clinicians must suspect HPP when clinical or laboratory clues include premature loss of primary dentition, pseudofractures or recurrent poorly healing metatarsal stress fractures, a family history suggestive of HPP, or low serum ALP activity. If HPP is documented, BP treatment might be avoided. To establish the diagnosis of HPP, assays for two natural substrates for TNSALP and TNSALP mutation analysis are available in commercial laboratories. With positive findings, radiological or bone biopsy evidence of acquired osteomalacia would indicate the adult form of this inborn-error-of-metabolism.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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