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Record W4400266239 · doi:10.1093/ndt/gfae150

Effect of semaglutide on kidney function across different levels of baseline HbA1c, blood pressure, body weight and albuminuria in SUSTAIN 6 and PIONEER 6

2024· article· en· W4400266239 on OpenAlexafffund
Ellen M. Apperloo, David Z.I. Cherney, Anja Birk Kuhlman, Johannes F.E. Mann, Søren Rasmussen, Peter Rossing, Katherine R. Tuttle, Blaz Vrhnjak, Hiddo J.L. Heerspink

Bibliographic record

VenueNephrology Dialysis Transplantation · 2024
Typearticle
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsUniversity Health Network
FundersNational Institutes of HealthEuropean CommissionMcMaster UniversityGilead SciencesNovo NordiskSanofiCenters for Disease Control and PreventionAmerican Society of NephrologyAstraZenecaEli Lilly and Company
KeywordsMedicineAlbuminuriaRenal functionSemaglutideBlood pressureUrologyBody weightInternal medicineBioelectrical impedance analysisBaseline (sea)Diabetes mellitusEndocrinologyBody mass indexType 2 diabetes

Abstract

fetched live from OpenAlex

BACKGROUND: This post hoc analysis explored the effects of semaglutide on estimated glomerular filtration (eGFR) slope by baseline glycemic control, blood pressure (BP), body mass index (BMI) and albuminuria status in people with type 2 diabetes and high cardiovascular risk. METHODS: Pooled SUSTAIN 6 (Trial to Evaluate Cardiovascular and Other Long-Term Outcomes With Semaglutide in Subjects With Type 2 Diabetes) and PIONEER 6 (A Trial Investigating the Cardiovascular Safety of Oral Semaglutide in Subjects With Type 2 Diabetes) data were analyzed for change in eGFR slope by baseline hemoglobin A1c (HbA1c) (<8%/≥8%; <64/≥64 mmol/mol), systolic BP (<140/90/≥140/90 mmHg) and BMI (<30/≥30 kg/m2). SUSTAIN 6 data were analyzed by baseline urinary albumin:creatinine ratio (UACR; <30/30-300/>300 mg/g). RESULTS: The estimated absolute treatment differences overall in eGFR slope (95% confidence intervals) favored semaglutide versus placebo in the pooled analysis [0.59 (0.29; 0.89) mL/min/1.73 m2/year] and in SUSTAIN 6 [0.60 (0.24; 0.96) mL/min/1.73 m2/year]; the absolute benefit was consistent across all HbA1c, BP, BMI and UACR subgroups (all P-interaction >.5). CONCLUSION: A clinically meaningful reduction in risk of chronic kidney disease progression was observed with semaglutide versus placebo regardless of HbA1c, BP, BMI, and UACR levels.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.008
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.005
GPT teacher head0.252
Teacher spread0.246 · 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 source (direct Gemma or distilled Codex), 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

Citations18
Published2024
Admission routes2
Has abstractyes

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