Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis

The associations of prognostic nutritional index (PNI) with disease severity and mortality in patients with coronavirus disease 2019 (COVID-19) remain unclear. Electronic databases, including MEDLINE, EMBASE, Google scholar, and Cochrane Library, were searched from inception to 10 May 2022. The asso...

Full description

Bibliographic Details
Published in:Diagnostics
Main Authors: Kuo-Chuan Hung, Ching-Chung Ko, Li-Kai Wang, Ping-Hsin Liu, I-Wen Chen, Yen-Ta Huang, Cheuk-Kwan Sun
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/7/1515
_version_ 1851952956394438656
author Kuo-Chuan Hung
Ching-Chung Ko
Li-Kai Wang
Ping-Hsin Liu
I-Wen Chen
Yen-Ta Huang
Cheuk-Kwan Sun
author_facet Kuo-Chuan Hung
Ching-Chung Ko
Li-Kai Wang
Ping-Hsin Liu
I-Wen Chen
Yen-Ta Huang
Cheuk-Kwan Sun
author_sort Kuo-Chuan Hung
collection DOAJ
container_title Diagnostics
description The associations of prognostic nutritional index (PNI) with disease severity and mortality in patients with coronavirus disease 2019 (COVID-19) remain unclear. Electronic databases, including MEDLINE, EMBASE, Google scholar, and Cochrane Library, were searched from inception to 10 May 2022. The associations of PNI with risk of mortality (primary outcome) and disease severity (secondary outcome) were investigated. Merged results from meta-analysis of 13 retrospective studies (4204 patients) published between 2020 and 2022 revealed a lower PNI among patients in the mortality group [mean difference (MD): −8.65, <i>p</i> < 0.001] or severity group (MD: −5.19, <i>p</i> < 0.001) compared to those in the non-mortality or non-severity groups. A per-point increase in PNI was associated with a reduced risk of mortality [odds ratio (OR) = 0.84, 95% CI: 0.79 to 0.9, <i>p</i> < 0.001, I<sup>2</sup> = 67.3%, seven studies] and disease severity (OR = 0.84, 95% CI: 0.77 to 0.92, <i>p</i> < 0.001, I<sup>2</sup> = 83%, five studies). The pooled diagnostic analysis of mortality yielded a sensitivity of 0.76, specificity of 0.71, and area under curve (AUC) of 0.79. Regarding the prediction of disease severity, the sensitivity, specificity, and AUC were 0.8, 0.61, and 0.65, respectively. In conclusion, this study demonstrated a negative association between PNI and prognosis of COVID-19. Further large-scale trials are warranted to support our findings.
format Article
id doaj-art-fb4e14f44f7e45338cd2d38215bb1786
institution Directory of Open Access Journals
issn 2075-4418
language English
publishDate 2022-06-01
publisher MDPI AG
record_format Article
spelling doaj-art-fb4e14f44f7e45338cd2d38215bb17862025-08-19T21:45:54ZengMDPI AGDiagnostics2075-44182022-06-01127151510.3390/diagnostics12071515Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-AnalysisKuo-Chuan Hung0Ching-Chung Ko1Li-Kai Wang2Ping-Hsin Liu3I-Wen Chen4Yen-Ta Huang5Cheuk-Kwan Sun6Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, TaiwanDepartment of Medical Imaging, Chi Mei Medical Center, Tainan City 71004, TaiwanDepartment of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, TaiwanDepartment of Anesthesiology, E-Da Hospital, Kaohsiung City 82445, TaiwanDepartment of Anesthesiology, Chi Mei Hospital, Liouying, Tainan City 710402, TaiwanDepartment of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City 70101, TaiwanDepartment of Emergency Medicine, E-Da Hospital, Kaohsiung City 82445, TaiwanThe associations of prognostic nutritional index (PNI) with disease severity and mortality in patients with coronavirus disease 2019 (COVID-19) remain unclear. Electronic databases, including MEDLINE, EMBASE, Google scholar, and Cochrane Library, were searched from inception to 10 May 2022. The associations of PNI with risk of mortality (primary outcome) and disease severity (secondary outcome) were investigated. Merged results from meta-analysis of 13 retrospective studies (4204 patients) published between 2020 and 2022 revealed a lower PNI among patients in the mortality group [mean difference (MD): −8.65, <i>p</i> < 0.001] or severity group (MD: −5.19, <i>p</i> < 0.001) compared to those in the non-mortality or non-severity groups. A per-point increase in PNI was associated with a reduced risk of mortality [odds ratio (OR) = 0.84, 95% CI: 0.79 to 0.9, <i>p</i> < 0.001, I<sup>2</sup> = 67.3%, seven studies] and disease severity (OR = 0.84, 95% CI: 0.77 to 0.92, <i>p</i> < 0.001, I<sup>2</sup> = 83%, five studies). The pooled diagnostic analysis of mortality yielded a sensitivity of 0.76, specificity of 0.71, and area under curve (AUC) of 0.79. Regarding the prediction of disease severity, the sensitivity, specificity, and AUC were 0.8, 0.61, and 0.65, respectively. In conclusion, this study demonstrated a negative association between PNI and prognosis of COVID-19. Further large-scale trials are warranted to support our findings.https://www.mdpi.com/2075-4418/12/7/1515prognostic nutritional indexcoronavirus disease 2019mortalitydisease severityarea under curve
spellingShingle Kuo-Chuan Hung
Ching-Chung Ko
Li-Kai Wang
Ping-Hsin Liu
I-Wen Chen
Yen-Ta Huang
Cheuk-Kwan Sun
Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
prognostic nutritional index
coronavirus disease 2019
mortality
disease severity
area under curve
title Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
title_full Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
title_fullStr Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
title_full_unstemmed Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
title_short Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis
title_sort association of prognostic nutritional index with severity and mortality of hospitalized patients with covid 19 a systematic review and meta analysis
topic prognostic nutritional index
coronavirus disease 2019
mortality
disease severity
area under curve
url https://www.mdpi.com/2075-4418/12/7/1515
work_keys_str_mv AT kuochuanhung associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT chingchungko associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT likaiwang associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT pinghsinliu associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT iwenchen associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT yentahuang associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis
AT cheukkwansun associationofprognosticnutritionalindexwithseverityandmortalityofhospitalizedpatientswithcovid19asystematicreviewandmetaanalysis