1101-P: Cardiorenal Outcomes with Dapagliflozin by Baseline Glucose Lowering Agents: Analyses from DECLARE-TIMI 58
Bibliographic record
Abstract
In the Dapagliflozin Effect on Cardiovascular Events (DECLARE)-TIMI 58 study 17160 patients (pts) with T2DM were randomized to the SGLT2 inhibitor dapagliflozin (DAPA) or placebo (PBO) for a median follow up of 4.2 years. At baseline 14068 pts used metformin, 7322 sulfonylureas, 2888 DPP-4 inhibitors, 750 GLP-1 receptor agonist (GLP-1 RA) and 7013 insulin. DAPA reduced the composite of CV death and hospitalization for heart failure (CVD/HHF) vs. PBO regardless of baseline glucose lowering agents (GLA), though the effect appeared to be particularly large in the small group of pts with baseline use of GLP-1 RA (Figure). The overall HR for major adverse cardiovascular events (MACE; CVD, myocardial infarction, ischemic stroke) was 0.93 (95% CI 0.84-1.03) with DAPA vs. PBO, with no interaction by non-insulin GLA, yet a tendency toward greater benefit with DAPA vs. PBO was observed in baseline insulin users (Figure). The renal specific outcome (sustained decrease of ≥40% in eGFR to <60 ml/min/1.73m2, new end stage renal disease, or renal death) was overall reduced with DAPA vs. PBO (HR 0.53, 95% CI 0.43-0.66) with no interaction by baseline GLA (p interaction >0.05). The effects of DAPA on CV and renal outcomes were generally consistent regardless of baseline GLA. Use or non-use of metformin did not alter outcomes. Additional studies defining the clinical benefit of combining CV risk reducing GLAs will be helpful. Disclosure A. Cahn: Advisory Panel; Self; AstraZeneca, Eli Lilly and Company, Novo Nordisk Inc. Consultant; Self; GlucoMe, Medial EarlySign. Research Support; Self; AstraZeneca. Speaker’s Bureau; Self; Abbott, AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc., Eli Lilly and Company, Merck Sharp & Dohme Corp., Novo Nordisk Inc., Sanofi. S.D. Wiviott: Consultant; Self; Aegerion Pharmaceuticals, Allergan, Angelmed, Arena Pharmaceuticals, AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc., Boston Clinical Research Institute, Bristol-Myers Squibb, Daiichi Sankyo, Eisai Inc., Eli Lilly and Company, ICON Clinical, Janssen Pharmaceuticals, Inc., Lexicon Pharmaceuticals, Inc., Merck & Co., Inc., Servier, St. Jude Medical, XOMA Corporation. Employee; Spouse/Partner; Merck & Co., Inc. Research Support; Self; Amgen, Arena Pharmaceuticals, AstraZeneca, Bristol-Myers Squibb, Daiichi Sankyo, Eisai Inc., Eli Lilly and Company, Janssen Pharmaceuticals, Inc., Merck & Co., Inc., Sanofi-Aventis. Other Relationship; Self; See other relationships for list. O. Mosenzon: Advisory Panel; Self; AstraZeneca, Boehringer Ingelheim International GmbH, Eli Lilly and Company, Merck Sharp & Dohme Corp., Novo Nordisk A/S, Sanofi. Research Support; Self; AstraZeneca, Novo Nordisk A/S. Speaker’s Bureau; Self; AstraZeneca, Boehringer Ingelheim International GmbH, Eli Lilly and Company, Merck Sharp & Dohme Corp., Novo Nordisk A/S, Sanofi, Teva Pharmaceutical Industries Ltd. S. Murphy: Research Support; Self; AstraZeneca. Other Relationship; Self; Abbott, Amgen, Aralez, Bayer HealthCare Pharmaceuticals, Inc., Daiichi-Sankyo, Eisai, GlaxoSmithKline, Intarcia, Janssen, The Medicines Company, MedImmune, Merck, Novartis, Pfizer, Poxel, Quark Pharma. E.L. Goodrich: Other Relationship; Self; AstraZeneca. I. Yanuv: None. A. Rozenberg: None. J. Wilding: Advisory Panel; Self; Astellas Pharma Inc., AstraZeneca, Boehringer Ingelheim International GmbH, Eli Lilly and Company, Mundipharma International, Napp Pharmaceuticals, Novo Nordisk A/S, Wilmington Healthcare. Research Support; Self; AstraZeneca, Novo Nordisk A/S. Speaker’s Bureau; Self; AstraZeneca, Eli Lilly and Company, Novo Nordisk A/S, Sanofi. L.A. Leiter: Advisory Panel; Self; Abbott, Amgen, AstraZeneca, Boehringer Ingelheim (Canada) Ltd., Boehringer Ingelheim International GmbH, Eli Lilly and Company, HLS Therapeutics, Inc., Janssen Pharmaceuticals, Inc., Merck & Co., Inc., Novo Nordisk Inc., Sanofi, Servier. Research Support; Self; Amgen, AstraZeneca, Kowa Pharmaceuticals America, Inc., Medicines Company. Speaker’s Bureau; Self; Amgen, AstraZeneca, Boehringer Ingelheim International GmbH, Eli Lilly and Company, HLS Therapeutics, Inc., Janssen Pharmaceuticals, Inc., Medscape, Merck & Co., Inc., Novo Nordisk Inc., Sanofi, Servier. D.L. Bhatt: Research Support; Self; Abbott, Afimmune, Amarin Corporation, Amgen, AstraZeneca, Bayer Inc., Boehringer Ingelheim Pharmaceuticals, Inc., Cardax, Chiesi USA, Inc., CSL Behring, Ferring Pharmaceuticals, Fractyl Laboratories, Inc., Idorsia, Ironwood Pharmaceuticals, Ischemix, Lexicon Pharmaceuticals, Inc., Lilly Diabetes, Medtronic, Pfizer Inc., PhaseBio Pharmaceuticals, Inc., PLx Pharma Inc., Regeneron Pharmaceuticals, Roche Pharma, Sanofi-Aventis, Synaptic. D.K. McGuire: Consultant; Self; Afimmune, Applied Therapeutics, Merck Sharp & Dohme Corp., Metavant. Other Relationship; Self; AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc., Eisai Co., Ltd., Eli Lilly and Company, Esperion Therapeutics, Inc., GlaxoSmithKline plc., Janssen Pharmaceuticals, Inc., Lexicon Pharmaceuticals, Inc., Merck & Co., Inc., Novo Nordisk A/S, Pfizer Inc., Sanofi-Aventis. L. Litwak: Advisory Panel; Self; AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc., Eli Lilly and Company, Novo Nordisk Inc., Sanofi. A. Kooy: Advisory Panel; Self; Eli Lilly and Company, Novartis Pharma K.K. Consultant; Self; Boehringer Ingelheim Pharmaceuticals, Inc. Research Support; Self; AstraZeneca, Merck Sharp & Dohme Corp., Novo Nordisk Inc., Sanofi. Speaker’s Bureau; Self; Daiichi Sankyo, Mundipharma International. I.A. Gause-Nilsson: Employee; Self; AstraZeneca. M. Fredriksson: Employee; Self; AstraZeneca. A. Langkilde: Employee; Self; AstraZeneca. Stock/Shareholder; Self; AstraZeneca. M.S. Sabatine: Consultant; Self; Amgen, AstraZeneca, Bristol-Myers Squibb, CVS Caremark, DalCor Pharmaceuticals, Dyrnamix Inc., Esperion Therapeutics, Inc., IFM Therapeutics, Intarcia Therapeutics, Ionis Pharmaceuticals, Inc., Medicines Company, MedImmune, Merck & Co., Inc. Research Support; Self; Amgen, AstraZeneca, Bayer U.S., Daiichi Sankyo, Eisai Inc., Intarcia Therapeutics, Janssen Research and Development, Medicines Company, MedImmune, Merck & Co., Inc., Novartis AG, Pfizer Inc., Quark Pharmaceuticals. I. Raz: Advisory Panel; Self; AstraZeneca, Eli Lilly and Company, Merck Sharp & Dohme Corp., Novo Nordisk Inc., Sanofi. Consultant; Self; AstraZeneca, BOL, CamerEyes Ltd, Concenter BioPharma, DarioHealth, Diabot, Exscopia, GlucoMe, Insuline Medical, Medial EarlySIgn, Orgenesis Inc. Speaker’s Bureau; Self; AstraZeneca, Eli Lilly and Company, Merck Sharp & Dohme Corp., Novo Nordisk Inc., Sanofi. Stock/Shareholder; Self; BOL, CamerEyes Ltd, DarioHealth, Diabot, GlucoMe, Orgenesis Inc.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.007 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".