SynthesisESC heart failure2023
Systematic review of sodium-glucose cotransporter 2 inhibitors: a hopeful prospect in tackling heart failure-related events.
Synthesis in ESC heart failure, 2023. The graph read 4 numbers from its abstract, feeding 2 cells of the map: it favours the comparator in 1, finds no clear difference in 1. Cited by 13 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
Pooled meta-analytic effects of SGLT2 inhibitors were as follows: on atrial fibrillation odds ratio (OR) = 0.83, 95% confidence interval (CI): 0.68-1.01, prediction interval (PI): 0.57-1.19; on HF hospitalization OR = 0.69, 95% CI: 0.60-0.78, PI: 0.60-0.78; on cardiovascular death OR = 0.82, 95% CI: 0.58-1.15, PI: 0.42-1.60; and on major adverse cardiovascular events OR = 0.90, 95% CI: 0.77-1.06, PI: 0.71-1.15.
Pooled meta-analytic effects of SGLT2 inhibitors were as follows: on atrial fibrillation odds ratio (OR) = 0.83, 95% confidence interval (CI): 0.68-1.01, prediction interval (PI): 0.57-1.19; on HF hospitalization OR = 0.69, 95% CI: 0.60-0.78, PI: 0.60-0.78; on cardiovascular death OR = 0.82, 95% CI: 0.58-1.15, PI: 0.42-1.60; and on major adverse cardiovascular events OR = 0.90, 95% CI: 0.77-1.06, PI: 0.71-1.15.
Pooled meta-analytic effects of SGLT2 inhibitors were as follows: on atrial fibrillation odds ratio (OR) = 0.83, 95% confidence interval (CI): 0.68-1.01, prediction interval (PI): 0.57-1.19; on HF hospitalization OR = 0.69, 95% CI: 0.60-0.78, PI: 0.60-0.78; on cardiovascular death OR = 0.82, 95% CI: 0.58-1.15, PI: 0.42-1.60; and on major adverse cardiovascular events OR = 0.90, 95% CI: 0.77-1.06, PI: 0.71-1.15.
Pooled meta-analytic effects of SGLT2 inhibitors were as follows: on atrial fibrillation odds ratio (OR) = 0.83, 95% confidence interval (CI): 0.68-1.01, prediction interval (PI): 0.57-1.19; on HF hospitalization OR = 0.69, 95% CI: 0.60-0.78, PI: 0.60-0.78; on cardiovascular death OR = 0.82, 95% CI: 0.58-1.15, PI: 0.42-1.60; and on major adverse cardiovascular events OR = 0.90, 95% CI: 0.77-1.06, PI: 0.71-1.15.
clause the extractor read what became the number
Where it lands on the map
Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.
What it adds to each cell
For every cell the paper feeds: the belief in the claim with and without this paper, and this paper's estimate drawn against every other readable study in the cell. The ringed dot is this paper.
SGLT2 inhibitors×cardiovascular events
InconclusiveOpen on the map →What to test next →22 readable studies in this cell: 9 favour the treatment, 11 find no difference, 2 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
SGLT2 inhibitors×adverse events & safety
ContradictsOpen on the map →What to test next →38 readable studies in this cell: 18 favour the treatment, 19 find no difference, 1 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed, 3 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Early initiation of SGLT2 inhibitors in acute myocardial infarction and cardiovascular outcomes, an updated systematic review and meta-analysis.BMC cardiovascular disorders · 2025Pooled it
- Sodium-glucose cotransporter 2 inhibitors, inflammation, and heart failure: a two-sample Mendelian randomization study.Cardiovascular diabetology · 2024Pooled it
- Systematic review of sodium-glucose cotransporter 2 inhibitors: a hopeful prospect in tackling heart failure-related events.ESC heart failure · 2023 · on this mapPooled it
- Preserved Ejection, Lost Rhythm: A Narrative Review of the Pathophysiology and Management of Heart Failure with Preserved Ejection Fraction and Concomitant Atrial Fibrillation.Journal of clinical medicine · 2026Review
- Review
- Atrial Fibrillation (AF) and Heart Failure With Preserved Ejection Fraction (HFpEF): Advances and Challenges.Journal of cardiovascular electrophysiology · 2025Review
- An unexpected ally in heart failure treatment: Unlocking the potential of sodium-glucose cotransporter 2 inhibitors across patient subpopulations.ESC heart failure · 2025Article
- Expert Consensus Statement on Simplified Glycemic Care in Patients With Type 2 Diabetes Mellitus.Cureus · 2025Review
- SGLT2 inhibition mitigates intracerebral hemorrhage risk by modulating inflammation.Scientific reports · 2025Article
- Sodium-Glucose Cotransporter 2 Inhibitor Therapy in Different Scenarios of Heart Failure: An Overview of the Current Literature.International journal of molecular sciences · 2024Review
- The Off-Target Cardioprotective Mechanisms of Sodium-Glucose Cotransporter 2 Inhibitors: An Overview.International journal of molecular sciences · 2024Review
- Longer and better lives for patients with atrial fibrillation: the 9th AFNET/EHRA consensus conference.Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology · 2024Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The marked sentences are the ones the graph read a number from.
In modern cardiology, sodium-glucose cotransporter 2 (SGLT2) inhibitors are critical components of heart failure (HF) treatment algorithms and exert their effects primarily by preventing glucose reabsorption and facilitating its urinary excretion. The objective was to systematically review randomized controlled trials (RCTs) assessing the effects of SGLT2 inhibitors, particularly canagliflozin, empagliflozin, dapagliflozin, ertugliflozin, sotagliflozin (dual SGLT inhibitor), and their use in HF. Systematic searches of PubMed/Medline, The Cochrane Central Register of Controlled Trials (CENTRAL), and ClinicalTrials.gov databases were performed. There were no restrictions imposed on the date and status of publication; however, there were restrictions on language for the searched studies. A total of 1139 records were identified in the bibliographic searches from both databases and the register of choice for this systematic review. Following duplicate removal, screening for titles and abstracts, and thorough assessment of full-text articles, 12 RCTs met the inclusion criteria. Altogether, 83 878 patients were included in this review. Among the included studies, two RCTs, with six respective reports, investigated canagliflozin, four RCTs with 13 derived reports investigated dapagliflozin, three RCTs with 12 separate reports studied the effects of empagliflozin, one RCT and its three respective reports assessed ertugliflozin's effects, and two RCTs with one added report investigated the dual inhibitor sotagliflozin. Pooled meta-analytic effects of SGLT2 inhibitors were as follows: on atrial fibrillation odds ratio (OR) = 0.83, 95% confidence interval (CI): 0.68-1.01, prediction interval (PI): 0.57-1.19; on HF hospitalization OR = 0.69, 95% CI: 0.60-0.78, PI: 0.60-0.78; on cardiovascular death OR = 0.82, 95% CI: 0.58-1.15, PI: 0.42-1.60; and on major adverse cardiovascular events OR = 0.90, 95% CI: 0.77-1.06, PI: 0.71-1.15. SGLT2 inhibitors significantly improve the quality of life in HF patients. Their beneficial effects on HF, especially in left ventricular dysfunction, have made their use possible irrespective of diabetes mellitus or atrial fibrillation status.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.