Evidence map›Paper›PMID 42374214›Full record

Observational studyBMC cardiovascular disorders2026

In-hospital SGLT2 inhibitor initiation, prescribing gaps, and 30-day all-cause readmission in heart failure with reduced ejection fraction: a US post-guideline cohort study.

Otabek Pulatov, Soo Young Kim, Zvi Grossman, Farhan Noor, Bilal Salam, Tahmid Khan, Akhila Matam, Shan Wang, Thomas Caraccio, Kevin P Marzo

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMC cardiovascular disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

10 authors.

Otabek PulatovNYU Grossman Long Island School of Medicine, 101 Mineola Boulevard, Mineola, NY, 11501, USA. Otabek.Pulatov@nyulangone.org.
Soo Young KimDepartment of Biostatistics, NYU Grossman Long Island School of Medicine, Mineola, NY, USA.
Zvi GrossmanNYU Grossman Long Island School of Medicine, 101 Mineola Boulevard, Mineola, NY, 11501, USA.
Farhan NoorNYU Grossman Long Island School of Medicine, 101 Mineola Boulevard, Mineola, NY, 11501, USA.
Bilal SalamNYU Grossman Long Island School of Medicine, 101 Mineola Boulevard, Mineola, NY, 11501, USA.
Tahmid KhanNYU Grossman Long Island School of Medicine, 101 Mineola Boulevard, Mineola, NY, 11501, USA.
Akhila MatamDepartment of Biostatistics, NYU Grossman Long Island School of Medicine, Mineola, NY, USA.
Shan WangDepartment of Pharmacy, NYU Langone Hospital-Long Island, Mineola, NY, USA.
Thomas CaraccioDepartment of Pharmacy, NYU Langone Hospital-Long Island, Mineola, NY, USA.
Kevin P MarzoDepartment of Medicine, Division of Cardiology, NYU Langone Health- Long Island, Mineola, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure accounts for more than one million US hospitalizations annually, with 30-day all-cause readmission approaching 25% and triggering CMS Hospital Readmissions Reduction Program penalties. The 2022 ACC/AHA/HFSA guideline and the 2023 ESC focused update elevated SGLT2 inhibitors to Class I therapy for heart failure with reduced ejection fraction (HFrEF) [1, 2]. The DAPA ACT HF-TIMI 68 prespecified meta-analysis demonstrated reductions in cardiovascular death or worsening heart failure (HR 0.71) and all-cause mortality (HR 0.57). Real-world prescribing patterns and 30-day readmission outcomes in the post-guideline US era are not well characterized. The relative contribution of clinical stability variables versus co-prescribed guideline-directed medical therapy (GDMT) to confounding has not been directly quantified in this setting.

methodsWe conducted a retrospective cohort study at four NYU Langone Health hospitals from January 2023 to January 2026. Adults with a primary heart failure discharge diagnosis were included. The prespecified primary analysis was in the HFrEF subgroup (LVEF ≤ 40%). The primary outcome was 30-day all-cause readmission. Stabilized inverse probability of treatment weighting (IPTW) was the primary adjustment, with overlap weighting (ATO) as sensitivity analysis. Hierarchical logistic regression decomposed the confounding contribution of clinical stability parameters relative to GDMT. The E-value assessed robustness to unmeasured confounding.

resultsAmong 438 patients, 122 (27.9%) received in-hospital SGLT2 inhibitor initiation. The HFrEF rate was 41.6%, a sixfold increase from 6.6% reported in INSIGHT-HF (2020-2021). Patients with prior heart failure hospitalization received SGLT2 inhibitors at 11.4% versus 29.7% in those without (p < 0.001). In HFrEF (n = 221), 30-day readmission was 12.1% versus 31.8% (crude OR 0.29, 95% CI 0.14-0.61). The primary IPTW estimate was OR 0.34 (95% CI 0.13-0.91, p = 0.032). Sensitivity analyses were directionally consistent. Clinical stability parameters contributed only 9.3% confounding attenuation; GDMT was the dominant confounder.

conclusionsIn a contemporary US post-guideline cohort, in-hospital SGLT2 inhibitor initiation reached 41.6% in HFrEF but remained low in patients with recent heart failure hospitalization. In-hospital SGLT2 inhibitor initiation was associated with lower 30-day all-cause readmission, though initiation was strongly bundled with discharge GDMT optimization and cannot be distinguished from a GDMT optimization effect with this study design. These findings should be considered hypothesis-generating. Because short-term safety events and post-discharge persistence were not systematically captured, these findings should not be interpreted as establishing the benefit-risk profile of inpatient SGLT2 inhibitor initiation. The prescribing gap in high-risk patients is an actionable quality-improvement target.

Indexed as

Heart FailurePatient ReadmissionPractice Patterns, Physicians'Professional Practice GapsSodium-Glucose Transporter 2 InhibitorsStroke VolumeVentricular Function, LeftAgedAged, 80 and overFemaleGuideline AdherenceHumansMaleMiddle AgedPractice Guidelines as TopicRetrospective StudiesSodium-Glucose Transporter 2 InhibitorsGuideline-directed medical therapyHeart failure with reduced ejection fractionHospital readmissionPropensity scoreQuality improvementSGLT2 inhibitors

Identifiers

PMID42374214
PMCPMC13647711

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Registered trials

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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 OpenQuestion graph.