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Record W2950140656 · doi:10.1093/ndt/gfz106.fp482

FP482EGFR LOSS WITH GLUCAGON-LIKE PEPTIDE-1 (GLP-1) ANALOGUE TREATMENT: DATA FROM SUSTAIN 6 AND LEADER

2019· article· en· W2950140656 on OpenAlexaff
Vlado Perkovic, Stephen C. Bain, George L. Bakris, John B. Buse, Theis Gondolf, Thomas Idorn, Nanna L. Lausvig, Kenneth W. Mahaffey, Steven P. Marso, Michael A. Nauck, Richard Pratley, Peter Rossing, Bernard Zinman, Johannes F.E. Mann

Bibliographic record

VenueNephrology Dialysis Transplantation · 2019
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical studies and practices
Canadian institutionsLunenfeld-Tanenbaum Research InstituteUniversity of Toronto
Fundersnot available
KeywordsMedicineGlucagon-like peptide-1GlucagonGlucagon-like peptide-2Internal medicinePeptideEndocrinologyDiabetes mellitusIntensive care medicineInsulinType 2 diabetesBiochemistry

Abstract

fetched live from OpenAlex

INTRODUCTION: Previous SUSTAIN 6 and LEADER cardiovascular (CV) outcomes trials data indicate the GLP-1 analogues semaglutide and liraglutide may have beneficial effects on kidney function. This post hoc analysis investigated the semaglutide and liraglutide effects on change in eGFR evaluated as total eGFR slope. METHODS: SUSTAIN 6 and LEADER assessed CV, kidney and safety outcomes with semaglutide and liraglutide vs placebo, in 3297 and 9340 patients with type 2 diabetes and at high CV risk, respectively. Median treatment duration was 2.1 and 3.8 years, respectively. In the current analysis, eGFR change over time was evaluated by overall population and baseline eGFR subgroup (<60 vs ≥60 mL/min/1.73 m2) for semaglutide (1.0 mg) and liraglutide vs placebo using a linear regression model with random slope and intercept; treatment differences between annual slopes were estimated (ETDs). RESULTS: In the overall population, a slower rate of annual eGFR reduction was observed with semaglutide vs placebo (mean annual ETD of 0.87 mL/min/1.73 m2 favouring semaglutide); this effect appeared more pronounced for baseline eGFR <60 mL/min/1.73 m2, (annual ETD: 1.62 mL/min/1.73 m2 slower eGFR reduction, Table). In LEADER, the annual eGFR reduction was slower for liraglutide vs placebo for the overall population; the effect was more marked in patients with baseline eGFR <60 mL/min/1.73 m2 (annual ETD: 0.67 mL/min/1.73 m2 slower eGFR reduction, Table). CONCLUSIONS: Annual loss of kidney function was slower in patients treated with semaglutide or liraglutide vs placebo. The benefit appears more pronounced in patients with pre‑existing chronic kidney disease.

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 score0.158
Threshold uncertainty score0.591

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.046
GPT teacher head0.325
Teacher spread0.279 · 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

Citations8
Published2019
Admission routes1
Has abstractyes

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