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...
| Published in: | Diagnostics |
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| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
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MDPI AG
2022-06-01
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| Online Access: | https://www.mdpi.com/2075-4418/12/7/1515 |
| _version_ | 1851952956394438656 |
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| 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 |
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