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Record W3118172129 · doi:10.1002/jcph.1807

Phase 1 Renal Impairment Trial Results Supports Targeted Individualized Dosing of ELX‐02 in Patients With Nephropathic Cystinosis

2020· article· en· W3118172129 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Journal of Clinical Pharmacology · 2020
Typearticle
Languageen
FieldMedicine
TopicBiomedical Research and Pathophysiology
Canadian institutionsMcGill University
Fundersnot available
KeywordsDosingMedicineRenal functionCystinosisPharmacokineticsUrologyArea under the curveInternal medicineUrinary systemPopulationUrineEndocrinologyChemistryCystine

Abstract

fetched live from OpenAlex

The aim of this study was to assess the pharmacokinetics (PK) and safety of ELX-02 in a renally impaired population and apply these findings to the individualized dosing of patients with nephropathic cystinosis. This phase 1 renal impairment (RI; mild, moderate, or severe), single-dose, PK, and safety evaluation included 6 participants assigned to each RI group. Six healthy controls with normal renal function were matched to participants with renal impairment. All received a single subcutaneous dose of 1-mg/kg ELX-02 on day 1 and were monitored for 72 hours after dosing with serial blood and urine samples. An estimated glomerular filtration rate (eGFR)-PK model of ELX-02 was developed from the RI study data and used to implement individualized dosing in a phase 2a study in patients with nephropathic cystinosis to achieve a weekly targeted exposure (area under the plasma concentration-time curve [AUC]). In participants with RI, ELX-02 clearance decreased, and exposure increased with severity of RI. ELX-02 plasma exposure was similar to healthy controls in participants with mild RI, but increasing severity of RI resulted in significantly decreased clearance, increased maximum plasma concentration, AUC from time zero to infinity, and half-life compared to controls. ELX-02 urinary clearance showed a similar pattern. Relationships between eGFR and exposure were defined supporting individualized dose determination for prediction of dose and AUC in patients with nephropathic cystinosis, achieving overall mean 110.7% of AUC targets. ELX-02 was well tolerated by RI and nephropathic cystinosis populations. ELX-02 exhibits a consistent PK profile across increasing degrees of RI with reduced clearance, increased exposure, and prolonged renal elimination proportional to reductions in eGFR. The defined relationship between eGFR and plasma exposure enabled individualized dose adjustment in patients with nephropathic cystinosis.

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.

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)0.005
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.213
Threshold uncertainty score0.713

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.080
GPT teacher head0.450
Teacher spread0.370 · 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