Evidence map›Paper›PMID 42205687›Full record

ArticleInternational journal of cardiology. Heart & vasculature2026

Health care resource utilization and costs associated with obesity classes among patients with heart failure with preserved ejection fraction.

Navneet Upadhyay, Kirti Batra, Lisa Le, Andrea Steffens, Maureen Carlyle, Rui Song, Thomas Horstman, Wenyu Ye, Arian Plat

Abstract read
In one paragraph

Article in International journal of cardiology. Heart & vasculature, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Navneet UpadhyayEli Lilly and Company, Indianapolis, IN, United States.
Kirti BatraOptum, Inc., Eden Prairie, MN, United States.
Lisa LeOptum, Inc., Eden Prairie, MN, United States.
Andrea SteffensOptum, Inc., Eden Prairie, MN, United States.
Maureen CarlyleOptum, Inc., Eden Prairie, MN, United States.
Rui SongOptum, Inc., Eden Prairie, MN, United States.
Thomas HorstmanOptum, Inc., Eden Prairie, MN, United States.
Wenyu YeEli Lilly and Company, Indianapolis, IN, United States.
Arian PlatEli Lilly and Company, Indianapolis, IN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Obesity-related HFpEF is linked to worse quality of life and health outcomes; however, the association of obesity with real-world healthcare resource utilization (HCRU) and economic burden in HFpEF is unknown. This study assessed the association between BMI and HCRU- and cost-related outcomes among patients with HFpEF. Methods: This claims-based study utilized the Optum Market Clarity database to identify adult commercial, Medicare, and Medicaid patients with HFpEF based on EF ≥ 50% and ≥ 1 diagnosis of HF from Oct 01, 2016 to Mar 31, 2023. Baseline clinical characteristics, post-index rehospitalization rates, and per-patient-per-year HCRU and cost data were described. Associations between BMI and HCRU and cost outcomes was examined using generalized linear models adjusted for baseline characteristics. Results: A total of 95,070 patients were included; 14.4% were with normal weight, 26.1% with overweight, 23.8% Class 1 obesity, 15.9% Class 2 obesity, and 19.9% Class 3 obesity. Across cohorts, patients with Class 2 and Class 3 obesity had high rates of all-cause and HF-related rehospitalizations. Patients with Class 2 and Class 3 obesity had higher rates of HF-related hospitalization/ER visits (both p < 0.001), compared to the overweight cohort, when adjusted for baseline covariates. Across comparisons, patients with Class 3 obesity had numerically higher HF-related costs compared with the overweight cohort. Conclusions: This study demonstrated that patients with HFpEF and Class 3 obesity incurred higher healthcare costs, more frequent all-cause and HF-related acute care encounters, in general, and increased readmissions rates, compared to patients in other BMI groups.

Indexed as

BMIHealth care costsHeart failure with preserved ejection fraction

Identifiers

PMID42205687
PMCPMC13202015

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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.