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Record W2949841198 · doi:10.1093/ndt/gfz106.fp485

FP485EFFECTS OF ERTUGLIFLOZIN TREATMENT OVER 2 YEARS ON MEASURES OF RENAL FUNCTION

2019· article· en· W2949841198 on OpenAlexaff
Hiddo J.L. Heerspink, David Z.I. Cherney, Mario Maldonado, Robert Frederich, Annpey Pong, Zhi Jin Xu, Jie Liu, James P. Mancuso, Ira Gantz, Steven G. Terra

Bibliographic record

VenueNephrology Dialysis Transplantation · 2019
Typearticle
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineRenal functionInternal medicineIntensive care medicine

Abstract

fetched live from OpenAlex

INTRODUCTION: Two RCTs evaluating ertugliflozin 5 mg (E5, n=652), 15 mg (E15, n=640) vs non-ertugliflozin (NE, glimepiride or placebo, n=644) in patients with type 2 diabetes (T2D) were pooled to evaluate effects of ertugliflozin on eGFR and albuminuria. METHODS: Change over time in eGFR (MDRD) and UACR (UACR, geometric mean of % change from baseline) were analysed by mixed model repeated measures in the overall population and by baseline UACR category (UACR <30 mg/g or ≥30 mg/g). Transition in albuminuria category (UACR <30 or ≥30 mg/g) was analysed by calculating the transition from baseline to week 104. The rate of change in eGFR (eGFR slope) per week, was analyzed by random coefficient models. The model included eGFR value as response variable with treatment group, time in weeks, treatment by time interaction, and baseline eGFR as fixed effects. Two study periods (0-6 and 6-104 week) were modeled separately. RESULTS: Baseline characteristics were balanced among the treatment groups. Overall, mean baseline eGFR was 88.2 ml/min/1.73m² and geometric mean baseline UACR was 11.6 mg/g. In patients with baseline UACR < 30 mg/g (n=1521) mean values for UACR over time were similar between groups. In patients with baseline UACR ≥30 mg/g (n=415) the week 104 ΔUACR [95% CI] compared to NE was -29.0% ([-47.0, -4.5]; p=0.02) for E5 and -32.7% ([95%CI -50.4, -8.6]; p=0.01) for E15. In patients with baseline UACR <30 mg/g the proportion of patients that transitioned to the UACR ≥30 mg/g category at week 104 were 11.5, 10.6 and 7.4%, respectively for the NE, E5 and E15 groups. The difference vs. NE were non-significant. Of the patients with baseline UACR ≥30 mg/g the proportion of patients that transitioned to the UACR <30 mg/g category at week 104 were 31.8, 37.3 and 44.1%, respectively for the NE, E5 and E15 groups. The difference vs. NE were non-significant. At week 6, changes from baseline in eGFR were: -2.3, -2.7 and -0.7 ml/min/1.73m², for the E5, E15 and NE groups, respectively. From week 6, mean eGFR with ertugliflozin increased over time, while it decreased in the NE group. The week 104 ΔeGFR [95% CI] from baseline compared to NE was 1.81 ([0.13, 3.49]; p=0.04) and 2.10 ml/min/1.73m² ([0.42, 3.78]; p=0.01) for E5 and E15, respectively. For the 0 to 6-week treatment period the mean (95% CI) weekly change from baseline in the eGFR slope were -0.10 (-0.32, 0.13), -0.38 (-0.60, -0.15), and -0.45 (-0.68, -0.21) respectively for the NE, E5 and E15 groups. The mean weekly NE-corrected differences were -0.29 [(-0.61, 0.04) p=0.08] and -0.35 [(-0.68, -0.02) p=0.04] for the E5 and E15 groups. For the 6 to 104-week treatment period the mean (95% CI) weekly change from baseline in eGFR slope were -0.01 (-0.02, -0.004), 0.02 (0.01, 0.03), 0.03 (0.02, 0.04) ml/min/1.73m² respectively for the NE, E5 and E15 groups, which corresponds to a slope over the 98 week period of -0.98, 1.96 and 2.94, respectively for the NE, E5 and E15 groups. Results were similar by baseline UACR category. CONCLUSIONS: Ertugliflozin acutely (first 6 weeks) reduced eGFR possibly based on known hemodynamic effects. At week 104, eGFR values were higher with ertugliflozin than control. The significant decreases in UACR in patients with baseline elevated albuminuria along with significant differences in eGFR are suggestive of renal function preservation with ertugliflozin treatment.

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)0.006
metaresearch head score (Gemma)0.004
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 score0.006
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.008
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.012
GPT teacher head0.238
Teacher spread0.226 · 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".

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Published2019
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