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Record W3005182510 · doi:10.1177/0896860819880095

Use of denosumab to treat refractory hypercalcemia in a peritoneal dialysis patient with immobilization and tertiary hyperparathyroidism

2020· article· en· W3005182510 on OpenAlexaff
Ryan M Pratt, Michael L. West, Karthik Tennankore

Bibliographic record

VenuePeritoneal Dialysis International · 2020
Typearticle
Languageen
FieldMedicine
TopicBone health and treatments
Canadian institutionsQueen Elizabeth II Health Sciences CentreDalhousie University
Fundersnot available
KeywordsDenosumabMedicineTertiary hyperparathyroidismPeritoneal dialysisHyperparathyroidismRefractory (planetary science)End stage renal diseaseCinacalcetParathyroid hormoneKidney diseaseSecondary hyperparathyroidismSurgeryUrologyInternal medicineHemodialysisOsteoporosisCalcium

Abstract

fetched live from OpenAlex

Hypercalcemia due to excess parathyroid hormone (PTH) production is a common condition among patients with end-stage renal disease (ESRD), often referred to as tertiary hyperparathyroidism. There are limited effective medical treatment options currently available for such patients. Denosumab is a monoclonal antibody that inhibits osteoclast activation, thereby reducing calcium release from bones. Denosumab has been used to treat medically-refractory hypercalcemia in non-ESRD patients with hyperparathyroidism. Denosumab has also been used to treat non-PTH-mediated hypercalcemia in patients with advanced chronic kidney disease and ESRD. In this case report, we describe the use of denosumab to successfully treat a case of medically refractory hypercalcemia due to immobilization in a patient on peritoneal dialysis with severe underlying tertiary hyperparathyroidism. In spite of persistently elevated PTH, hypercalcemia quickly resolved after a single dose of denosumab. The patient subsequently developed temporary hypocalcemia requiring medical intervention. Our case report, which is the first described use of denosumab for treatment of hypercalcemia in the setting of tertiary hyperparathyroidism in a peritoneal dialysis patient, adds to the body of literature suggesting denosumab is a useful therapeutic agent in patients with ESRD. Issues with post-treatment electrolyte management and other therapeutic considerations are also discussed.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.059
Threshold uncertainty score0.782

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.026
GPT teacher head0.276
Teacher spread0.250 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations7
Published2020
Admission routes1
Has abstractyes

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