Evidence map›Paper›PMID 41474421›Full record

ArticleLung India : official organ of Indian Chest Society2026

Impact of metabolically healthy and metabolically unhealthy obesity on cardiac arrest and mortality in pulmonary embolism hospitalizations in elderly patients with cancer.

Sivaram Neppala, Himaja D Chigurupati, Nuzhat Tamanna, Shourya Meyur, Vamsi Yerram, Lakshmi Pravallika Vallabhaneni, Akhil Jain, Muhammad Abdullah Naveed, Subramanian Gnanagurupuran, Shaylika Chauhan and 1 more

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Article in Lung India : official organ of Indian Chest Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Sivaram NeppalaDepartment of Medicine, University of Texas Health Sciences Center, San Antonio, Texas, USA.
Himaja D ChigurupatiDepartment of Medicine, New York Medical College at Saint Michael's Medical Center, Newark, New Jersey, USA.
Nuzhat TamannaDepartment of Medicine, Rangpur Medical College, Rangpur, Bangladesh.
Shourya MeyurDepartment of Medicine, AMA School of Medicine, Makati, Philippines.
Vamsi YerramDepartment of Medicine, Dr. P.S.I Medical College, Vijayawada, Andhra Pradesh, India.
Lakshmi Pravallika VallabhaneniDepartment of Medicine, Dr. P.S.I Medical College, Vijayawada, Andhra Pradesh, India.
Akhil JainDivision of Hematology/Oncology, University of Iowa Hospitals and Clinics, Iowa City, USA.
Muhammad Abdullah NaveedDivision of Medicine, Dow Medical College, Karachi, Pakistan.
Subramanian GnanagurupuranDivision of Cardiology, Christiana Hospital, Newark, Delaware, USA.
Shaylika ChauhanDivision of Internal Medicine, Geisinger Health System, Wikes-Barre, PA, USA.
Rupak DesaiDivision of Outcomes Research, Independent Outcomes Researcher, Atlanta, GA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough obesity has been widely recognized as a risk factor for cardiovascular morbidity and mortality, distinguishing metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUHO) introduces a nuanced perspective in managing cancer-related pulmonary embolism (PE) among older people. Therefore, this study aims to investigate whether MHO or MUHO phenotypes have a differential impact on in-hospital outcomes.

methodsUsing the National Inpatient Sample (NIS) (2016 to 2020) and ICD-10 CM codes, we identified cancer-related PE hospitalizations in elderly (≥65 years) patients. The study evaluated the demographics, comorbidities, and outcomes of cancer-related PE hospitalizations in two groups: patients without obesity and obese patients with MHO and MUHO. The study assessed the adjusted odds of all-cause mortality and cardiac arrest as primary outcomes and healthcare resource utilization as a secondary outcome using multivariable regression analyses.

resultsOf 211,070 cancer-related pulmonary embolism (PE) admissions, 87.5% were non-obese, 1.4% were MHO, and 11% were MUHO. MHO patients were primarily female (64.2%), younger (median age 71), and white (85.5%). Medicare was the primary payer, and care was mainly provided in urban teaching hospitals (74%) and the South region (28.9%). MUHO's prevalence significantly rose from 9.8% in 2016 to 11.9% in 2020 compared to patients with MHO. Patients with MUHO had higher rates of comorbidities compared to other groups. Multivariable regression analysis revealed that patients with metabolically healthy obesity (MHO) demonstrate a significantly lower risk of all-cause mortality (OR: 0.67, 95% confidence interval [CI]: 0.59-0.76) compared to non-obese patients. Conversely, patients with metabolically unhealthy obesity (MUHO) did not have a significant impact on mortality risk (OR: 0.88, 95% CI: 0.67-1.15), all with P < 0.001. Additionally, no significant differences in the rates of cardiac arrest were observed among MHO (OR: 1.14, 95% CI: 0.66-1.98, P = 0.892) or MUHO (OR: 1.01, 95% CI: 0.80-1.26, P = 0.892) patients when compared to non-obese individuals. Notably, patients with MHO experienced prolonged hospital stays (6 days) and incurred higher hospital expenses ($63,228) than other groups. Moreover, patients with MHO exhibited a higher likelihood of being discharged to a skilled nursing facility in comparison with patients with MUHO and those without obesity (28.6% vs 25.6% vs 23.2%).

conclusionsIn conclusion, despite the rise in the prevalence of metabolically unhealthy (MUHO) and healthy obesity (MHO), our study focusing on the elderly cohort of cancer patients complicated by PE found a paradoxical effect of obesity on all-cause mortality rates with both metabolically healthy and unhealthy obesity, suggesting a potential protective effect. These findings highlight the need for further research to understand better the mechanisms underlying these associations.

Indexed as

All-cause mortalitycardiac arrestmetabolically healthy and unhealthy obesitynon-obese

Identifiers

PMID41474421
PMCPMC12857843

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LicenceCC BY-NC-ND
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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.