Evidence mapPaperPMID 37615988Full record

SynthesisJAMA network open2023

Time to Benefit of Sodium-Glucose Cotransporter-2 Inhibitors Among Patients With Heart Failure.

KangYu Chen, Zhiqiang Nie, Rui Shi, Dahai Yu, Qi Wang, Fang Shao, Guohong Wu, Zhenqiang Wu, Tao Chen, Chao Li

2 registry-linked trialsAbstract readSystematic Review
In one paragraph

Synthesis in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
field-weighted citation impact
1 · What the graph read from 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.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

NCT07482943 phase4recruitingstarted 2026, after this paper: background citation

The Effect of Dapagliflozin on Exercise and Cardiac Functional Status of Patients After Fontan Procedure

Ran2026Enrolled30Registered outcomes13Posted comparisons0ConditionsCardiovascular Diseases, Dapagliflozin, Fontan, Heart FailureArmsDapagliflozin (5-10 mg daily) - SGLT2 Inhibitor Therapy
Open the trial in the graph
NCT06668389 phase4recruitingnot on this mapstarted 2025, after this paper: background citation

Sodium-Glucose Cotransporter 2 Inhibitors for Repaired Tetralogy of Fallot Patients for Enhancement of Cardio-Pulmonary Status Trial (STEPS Trial)

TypeinterventionalSponsorThe University of Hong KongRan2025 to 2026Enrolled106ConditionsCongenital Heart Disease, Repaired Tetralogy of Fallot (rTOF), Pulmonary Regurgitation, Sodium-glucose Cotransporter 2 (SGLT2) InhibitorArmsSGLT2 inhibitor (Dapagliflozin 10mg)
3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Article
  2. Article
  3. Current practices of SGLT2 inhibitor use and ketone monitoring in intensive care units: A multicentre observational study.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2026
    Article
  4. Cardiovascular Pharmacotherapy and Glucose Metabolism: The Good, the Bad and the Unsightly.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2026
    Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. Article
  12. Review
  13. Endothelial dysfunction in chronic kidney disease: a clinical perspective.American journal of physiology. Heart and circulatory physiology · 2025
    Review
  14. Article
  15. Article
  16. Review
  17. Review
  18. Article
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

KangYu ChenDepartment of Cardiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
Zhiqiang NieGuangdong Cardiovascular Institute, Global Health Research Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Rui ShiHeart Rhythm Centre, National Heart and Lung Institute, The Royal Brompton and Harefield National Health Service Foundation Trust, Imperial College London, London, United Kingdom.
Dahai YuPrimary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, United Kingdom.
Qi WangDepartment of Cardiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
Fang ShaoDepartment of Biostatistics, School of Public Health, Nanjing Medical University, Jiangsu, Nanjing, China.
Guohong WuDepartment of Cardiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
Zhenqiang WuDepartment of Geriatric Medicine, The University of Auckland, Auckland, New Zealand.
Tao ChenCenter for Health Economics, University of York, York, United Kingdom.
Chao LiDepartment of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Emerging evidence has consistently demonstrated that sodium-glucose cotransporter 2 (SGLT2) inhibitors reduce the risk of heart failure (HF) hospitalization and cardiovascular (CV) death among patients with HF. However, it remains unclear how long a patient needs to live to potentially benefit from SGLT2 inhibitors in this population. Objectives: To estimate the time to benefit from SGLT2 inhibitors among patients with HF. Design, Setting, and Participants: This comparative effectiveness study systematically searched PubMed for completed randomized clinical trials about SGLT2 inhibitors and patients with HF published until September 5, 2022; 5 trials with the year of publication ranging from 2019 to 2022 were eventually included. Statistical analysis was performed from April to October 2022. Intervention: Addition of SGLT2 inhibitors or placebo to guideline-recommended therapy. Main Outcomes and Measures: The primary outcome was the time to first event of CV death or worsening HF, which was broadly comparable across the included trials. Results: Five trials consisting of 21 947 patients with HF (7837 [35.7%] were female; mean or median age older than 65 years within each trial) were included. SGLT2 inhibitors significantly reduced the risk of worsening HF or CV death (hazard ratio [HR], 0.77 [95% CI, 0.73-0.82]). Time to first nominal statistical significance (P < .05) was 26 days (0.86 months), and statistical significance was sustained from day 118 (3.93 months) onwards. A mean of 0.19 (95% CI, 0.12-0.35) months were needed to prevent 1 worsening HF or CV death per 500 patients with SGLT2 inhibitors (absolute risk reduction [ARR], 0.002). Likewise, 0.66 (95% CI, 0.43-1.13) months was estimated to avoid 1 event per 200 patients with SGLT2 inhibitors (ARR, 0.005), 1.74 (95% CI, 1.07-2.61) months to avoid 1 event per 100 patients (ARR, 0.010), and 4.96 (95% CI, 3.18-7.26) months to avoid 1 event per 50 patients (ARR, 0.020). Further analyses indicated a shorter time to benefit for HF hospitalization and among patients with diabetes or HF with reduced ejection fraction. Conclusions and Relevance: In this comparative effectiveness research study of estimating the time to benefit from SGLT2 inhibitors among patients with HF, a rapid clinical benefit in reducing CV death or worsening HF was found, suggesting that their use may be beneficial for most individuals with HF.

Indexed as

Diabetes Mellitus, Type 2Heart FailureSodium-Glucose Transporter 2 InhibitorsAgedFemaleGlucoseHumansMaleRandomized Controlled Trials as TopicSodiumGlucoseSodiumSodium-Glucose Transporter 2 Inhibitors

Identifiers

PMID37615988
PMCPMC10450563

What Socratic holds

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LicenceCC BY
Read underepoch 390

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.