Prognostic value of the neutrophil-to-lymphocyte ratio and C-reactive-protein-to-prealbumin ratio in hospitalized older patients with coronavirus disease 2019
- PMID: 38640293
- PMCID: PMC11029961
- DOI: 10.1097/MD.0000000000037809
Prognostic value of the neutrophil-to-lymphocyte ratio and C-reactive-protein-to-prealbumin ratio in hospitalized older patients with coronavirus disease 2019
Abstract
The neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein-to-prealbumin ratio (CPAR) are novel markers of inflammation. The CPAR is an indicator of inflammation and malnutrition. We evaluated NLR and CPAR in combination as indicators of disease severity and prognosis in hospitalized older patients with coronavirus disease 2019 (COVID-19). A total of 222 hospitalized patients with COVID-19 (aged > 60 years) were divided into non-severe and severe groups. The severe group was subdivided into the surviving and deceased subgroups. We retrospectively assessed the predictive power of NLR and CPAR in combination (NLR + CPAR) to determine the prognosis of hospitalized older patients with COVID-19. The NLR and CPAR were significantly higher in the severe group than in the non-severe group (P < .001). Furthermore, the NLR and CPAR were higher in the deceased subgroup than in the surviving subgroup (P < .001). Pearson correlation analysis showed a highly significant positive correlation between NLR and CPAR (P < .001, r = 0.530). NLR + CPAR showed an area under the curve of 0.827 and sensitivity of 83.9% in the severe group; the area under the curve was larger (0.925) and sensitivity was higher (87.1%) in the deceased subgroup. The receiver operating characteristic curve of NLR + CPAR was significantly different from the receiver operating characteristic curves of either biomarker alone (P < .001). Kaplan-Meier analysis showed that patients in the severe group with elevated NLR + CPAR had a significantly lower 90-day survival rate than patients who lacked this finding (odds ratio 7.87, P < .001). NLR + CPAR may enable early diagnosis and assessment of disease severity in hospitalized older patients with COVID-19. This may also enable the identification of high-risk older patients with COVID-19 at the time of admission.
Copyright © 2024 the Author(s). Published by Wolters Kluwer Health, Inc.
Conflict of interest statement
The authors have no conflicts of interest to disclose.
Figures


Similar articles
-
A novel inflammation-based prognostic index for patients with esophageal squamous cell carcinoma: Neutrophil lymphocyte ratio/prealbumin ratio.Medicine (Baltimore). 2019 Feb;98(7):e14562. doi: 10.1097/MD.0000000000014562. Medicine (Baltimore). 2019. PMID: 30762804 Free PMC article.
-
Study on the predictive value of laboratory inflammatory markers and blood count-derived inflammatory markers for disease severity and prognosis in COVID-19 patients: a study conducted at a university-affiliated infectious disease hospital.Ann Med. 2024 Dec;56(1):2415401. doi: 10.1080/07853890.2024.2415401. Epub 2024 Oct 24. Ann Med. 2024. PMID: 39444292 Free PMC article.
-
Neutrophil-to-lymphocyte ratio as a prognostic indicator in COVID-19: Evidence from a northern tanzanian cohort.PLoS One. 2025 Jan 31;20(1):e0300231. doi: 10.1371/journal.pone.0300231. eCollection 2025. PLoS One. 2025. PMID: 39888959 Free PMC article.
-
Novel Systemic Inflammation Markers to Predict COVID-19 Prognosis.Front Immunol. 2021 Oct 22;12:741061. doi: 10.3389/fimmu.2021.741061. eCollection 2021. Front Immunol. 2021. PMID: 34745112 Free PMC article. Review.
-
Predictive value of the neutrophil to lymphocyte ratio for disease deterioration and serious adverse outcomes in patients with COVID-19: a prospective cohort study.BMC Infect Dis. 2021 Jan 18;21(1):80. doi: 10.1186/s12879-021-05796-3. BMC Infect Dis. 2021. PMID: 33461497 Free PMC article.
Cited by
-
Biomarkers for SARS-CoV-2 infection. A narrative review.Front Med (Lausanne). 2025 Mar 26;12:1563998. doi: 10.3389/fmed.2025.1563998. eCollection 2025. Front Med (Lausanne). 2025. PMID: 40206469 Free PMC article. Review.
References
-
- ArcGIS. Johns Hopkins University. Available at: https://www.arcgis.com/apps/dashboards/bda7594740fd40299423467b48e9ecf6/; GitHub. 2023. Access date March 10, 2023.
-
- Koff WC, Williams MA. Covid-19 and immunity in aging populations – a new research agenda. N Engl J Med. 2020;383:804–5. - PubMed
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Research Materials