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Original Article

Prognostic Significance of Nutrition-Associated Markers in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis

Ying Meng et al. Zhengyi Zhang Tong Zhao Dekui Zhang

Abstract

Background

The prognostic significance of nutrition indicators in patients with heart failure with preserved ejection fraction (HFpEF) is unclear.

Objectives

This systematic review and meta-analysis aimed to assess the prognostic value of serum albumin (SA), the geriatric nutritional risk index (GNRI), and the prognostic nutritional index (PNI) in patients with HFpEF.

Methods

Databases of PubMed, Embase, The Cochrane Library, and Web of Science were systematically searched for all studies published up to January 2022. The prognostic significance of SA, GNRI, and PNI for HFpEF was explored. Pooled hazard ratio (HR) and 95% confidence interval (CI) were estimated using the STATA 15.0 software. The Quality of Prognosis Studies tool was used to assess the quality of studies.

Results

Nine studies met the inclusion criteria, and 5603 adults with HFpEF were included in the meta-analysis. The analyses showed that a decreased SA or GNRI was significantly related to high all-cause mortality (HR: 1.98; 95% CI: 1.282–3.057; p = 0.002; and HR: 1.812;95% CI: 1.064–3.086; p = 0.029, respectively). Furthermore, a lower SA indicates a bad composite outcome of all-cause mortality and HF rehospitalization (HR: 1.768; 95% CI: 1.483–2.108; p = 0.000), and a lower GNRI was significantly associated with high cardiovascular mortality (HR: 1.922; 95% CI: 1.504–2.457;p = 0.000). However, a lower PNI did not correlate with all-cause mortality (HR: 1.176; 95% CI: 0.858–1.612, p=0.314).

Conclusions

Our meta-analysis indicates that SA and GNRI may be useful indicators to predict the prognosis of patients with HFpEF.

  • Epidemiology
  • Heart Failure
  • malnutrition
  • Mortality
  • Prognosis
  • Strpke Volume
  • Systematic Reviews
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Creative Commons Attribution (CC BY) Creative Commons license
08/05/2023 DOI: 10.36660/abc.20220523
ABC
Editorial

Systematic Reviews and Meta-Analyses: Lighthouses in the Data Storm from the COVID-19 Pandemic

Henrique Turin Moreira et al. André Schmidt

Since recognizing the COVID-19 pandemic as a public health emergency, the global scientific community has driven efforts to understand the infection by the new coronavirus SARS-CoV-2. The World Health Organization soon proclaimed the need to fast-track research to reduce mortality and avoid crisis escalation. As a result, we now observe an extraordinary amount of data on COVID-19 obtained in a short time. Indeed, a search in the Pubmed database promptly reveals more than 164,000 papers on the disease in less than two and a half years, an unprecedented phenomenon in the medical literature. Putting this into perspective, this profusion of publications is numerically greater than papers identified by the term “myocardial infarction” in the last four decades.

Although this outstanding scientific advance has been crucial to fighting the pandemic, at the same time, it went along with a data storm with marked adverse effects. Health professionals had challenges searching, interpreting, and summarizing this dizzying volume of evidence. Conflicting results, typical of the twisted paths of science, were frequent causes of confusion and disagreement. In this setting, systematic reviews and meta-analyses can serve as lighthouses, guiding us to safer routes. They offer organized and integrated assessment of multiple data sources, thus allowing more robust estimates and reliable answers to clinical practice dilemmas.

[…]

  • Coronavirus
  • COVID-19
  • Meta-Analysis
  • Pandemics
  • Severe Acute Respiratory Syndrome
  • Systematic Reviews
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Creative Commons Attribution (CC BY) Creative Commons license
05/08/2022 DOI: 10.36660/abc.20220442 Views 1

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Meng Y, Zhang Z, Zhao T, Zhang D. Prognostic Significance of Nutrition-Associated Markers in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. Arquivos Brasileiros de Cardiologia 2023;120(5):e20220523.

Electronic Document Format (ABNT)

Meng, Ying; Zhang, Zhengyi; Zhao, Tong; Zhang, Dekui. Prognostic Significance of Nutrition-Associated Markers in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. Arquivos Brasileiros de Cardiologia, v. 120, n. 5, e20220523, May. 2023.

Electronic Document Format (APA)

Meng, Y., Zhang, Z., Zhao, T., & Zhang, D. (2023). Prognostic Significance of Nutrition-Associated Markers in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. Arquivos Brasileiros de Cardiologia, 120(5), e20220523.

Electronic Document Format (ISO)

Meng, Ying and Zhang, Zhengyi and Zhao, Tong and Zhang, Dekui. Prognostic Significance of Nutrition-Associated Markers in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. Arquivos Brasileiros de Cardiologia [online]. 2023, vol. 120, n. 5, [cited 2026-10-14], e20220523. Available from: <https://journals.cardiol.br/en/article/prognostic-significance-of-nutrition-associated-markers-in-heart-failure-with-preserved-ejection-fraction-a-systematic-review-and-meta-analysis/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Moreira HT, Schmidt A. Systematic Reviews and Meta-Analyses: Lighthouses in the Data Storm from the COVID-19 Pandemic. Arquivos Brasileiros de Cardiologia 2022;119(2):280-1.

Electronic Document Format (ABNT)

Moreira, Henrique Turin; Schmidt, André. Systematic Reviews and Meta-Analyses: Lighthouses in the Data Storm from the COVID-19 Pandemic. Arquivos Brasileiros de Cardiologia, v. 119, n. 2, p. 280-281, Aug. 2022.

Electronic Document Format (APA)

Moreira, H. T., & Schmidt, A. (2022). Systematic Reviews and Meta-Analyses: Lighthouses in the Data Storm from the COVID-19 Pandemic. Arquivos Brasileiros de Cardiologia, 119(2), 280-281.

Electronic Document Format (ISO)

Moreira, Henrique Turin and Schmidt, André. Systematic Reviews and Meta-Analyses: Lighthouses in the Data Storm from the COVID-19 Pandemic. Arquivos Brasileiros de Cardiologia [online]. 2022, vol. 119, n. 2, [cited 2026-10-14], pp. 280-281. Available from: <https://journals.cardiol.br/en/article/systematic-reviews-and-meta-analyses-lighthouses-in-the-data-storm-from-the-covid-19-pandemic/>. ISSN 0066-782X

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