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World J Clin Cases. May 26, 2026; 14(15): 118960
Published online May 26, 2026. doi: 10.12998/wjcc.v14.i15.118960
Burden and impact of metabolically healthy obesity on in-hospital outcomes of acute ischemic stroke: A nationwide study
Adil Sarvar Mohammed, Rupak Desai, Suvidha Manne, Amaresh Gogikar, Chenna Reddy Tera, Mrinal J P Oble, Amritha Nair, Shariq Nawab, Harshavardhan Polamarasetty, Archit Ajay Srivastava, Swetha Chiluka, Akhil Kumar Eppalapally, Satti Sethu K Reddy
Adil Sarvar Mohammed, Amaresh Gogikar, Department of Internal Medicine, Central Michigan University College of Medicine, Saginaw, MI 48602, United States
Rupak Desai, Independent Researcher, Outcomes Research, Atlanta, GA 30033, United States
Suvidha Manne, Department of Internal Medicine, St. Luke’s Hospital, Chesterfield, MO 63005, United States
Chenna Reddy Tera, Department of Internal Medicine, East Tennessee State University, Johnson, TN 37601, United States
Mrinal J P Oble, Department of Internal Medicine, State University of New York Downstate Health Sciences University, New York, NY 11203, United States
Amritha Nair, Department of Internal Medicine, Tbilisi State Medical University, Tbilisi 0186, Georgia
Shariq Nawab, Department of Internal Medicine, Dow University of Health Sciences, Karachi 74200, Sindh, Pakistan
Harshavardhan Polamarasetty, Department of Internal Medicine, Harlingen Medical Center, Harlingen, TX 78550, United States
Archit Ajay Srivastava, Department of Internal Medicine, Boston Medical Center-Brighton, Boston, MA 02135, United States
Swetha Chiluka, Department of Internal Medicine, Merit Health Wesley, Hattiesburg, MS 39402, United States
Akhil Kumar Eppalapally, Department of Internal Medicine, Mediciti Institute of Medical Sciences, Hyderabad 501401, Telangana, India
Satti Sethu K Reddy, Department of Endocrinology, Central Michigan University, Saginaw, MI 48602, United States
Co-first authors: Adil Sarvar Mohammed and Rupak Desai.
Author contributions: Mohammed AS and Desai R contributed equally to this work; Mohammed AS, Desai R and Gogikar A conceptualized the study; Mohammed AS, Desai R, Manne S, Gogikar A, Tera CR, Oble MJP, Nair A, Nawab S, Polamarasetty H, Srivastava AA, Chiluka S, Eppalapally AK, and Reddy SSK contributed to data interpretation and manuscript preparation; Mohammed AS and Desai R performed formal analysis; Gogikar A, Manne S, and Tera CR drafted the manuscript; Reddy SSK supervised the study; all authors critically revised the manuscript and approved the final version.
Institutional review board statement: Because this study used the National Inpatient Sample, a publicly available de-identified database, institutional review board approval was not required.
Informed consent statement: Informed consent was not required because this study used a publicly available de-identified database.
Conflict-of-interest statement: The authors report no relevant conflicts of interest for this article.
Data sharing statement: No additional data are available.
Corresponding author: Amaresh Gogikar, MD, Department of Internal Medicine, Central Michigan University College of Medicine, 1632 Stone Street, Saginaw, MI 48602, United States. gogikar.amaresh@gmail.com
Received: January 22, 2026
Revised: March 15, 2026
Accepted: April 7, 2026
Published online: May 26, 2026
Processing time: 116 Days and 13.1 Hours
Abstract
BACKGROUND

Metabolically healthy obesity (MHO) is defined as obesity without coded hypertension, diabetes, and hyperlipidemia. The impact of MHO on acute ischemic stroke (AIS) outcomes is uncertain. We examined the burden of MHO on AIS hospitalization outcomes.

AIM

To evaluate whether MHO is associated with differences in in-hospital outcomes among adult patients hospitalized with AIS across various age groups (18-44 years and 45-64 years), sexes, and racial/ethnic subgroups, using a nationwide propensity score-matched analysis.

METHODS

In this observational study, the National Inpatient Sample (2020) was queried for AIS patients with vs without MHO. Adult AIS patients were analyzed across age groups (18-44 years and 45-64 years), sexes, and racial/ethnic subgroups to determine if MHO was associated with in-hospital outcomes. A propensity score-matched analysis (1:1) was used to compare baseline characteristics, comorbidities, in-hospital outcomes, and healthcare resource utilization between the MHO and non-MHO AIS cohorts.

RESULTS

Among 62675 AIS hospitalizations, 5135 (8.2%) had MHO. After propensity matching across the groups, there were 4935 patients with and without MHO. The MHO cohort had more males (38.8% vs 37.4%) and fewer rural hospital admissions (5.8% vs 7.0%, P = 0.02) compared with the non-MHO cohort. MHO patients exhibited higher rates of baseline comorbidities such as hypothyroidism (9.9% vs 6.9%) and chronic obstructive pulmonary disease (16.6% vs 14.2%). However, in-hospital mortality was similar between the groups (13.5% in MHO vs 14.5% in non-MHO patients). Compared with non-MHO AIS patients, there was no significant difference in all-cause mortality in MHO patients (odds ratio = 0.93, 95%CI: 0.70-1.24). Subgroup analyses stratified by age, sex, and race did not demonstrate statistically significant differences in in-hospital mortality, and multivariable models did not identify significant associations between MHO and in-hospital mortality.

CONCLUSION

This nationwide propensity-matched analysis found that metabolically healthy obesity was not associated with worse short-term in-hospital outcomes among patients hospitalized with acute ischemic stroke. However, these findings should be interpreted cautiously given the claims-based definition of metabolically healthy obesity. Further studies with more granular metabolic and longitudinal data are needed to clarify the long-term clinical implications of metabolically healthy obesity in stroke.

Keywords: Acute ischemic stroke; Metabolically healthy obesity; In-hospital mortality; Risk factors; Stroke

Core Tip: Metabolically healthy obesity (MHO) is increasingly recognized as a distinct obesity phenotype, but its implications in acute ischemic stroke (AIS) remain uncertain. In this nationwide propensity score-matched study using the 2020 National Inpatient Sample, MHO was not associated with worse short-term in-hospital outcomes or higher in-hospital mortality among patients hospitalized with AIS. These findings support a more phenotype-based interpretation of obesity-related risk in stroke, while also highlighting the need for further studies with more granular metabolic and longitudinal data to clarify long-term clinical implications.

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