ArticlePloS one2021
Laboratory biomarkers of COVID-19 disease severity and outcome: Findings from a developing country.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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Who cites it
40 citing papers in PubMed, 61 citations in OpenAlex.
- The effect of Nutrition Bio-shield superfood (NBS) on disease severity and laboratory biomarkers in patients with COVID-19: A randomized clinical trial.Microbial pathogenesis · 2022Trial
- Biomarkers for predicting COVID-19 mortality: A study at Sulianti Saroso Infectious Disease Hospital, Indonesia.Narra J · 2025Article
- Elevated IL-6 and IL-10 Levels as Prognostic Biomarkers in COVID-19 Pneumonia: A Comparative Study in Mexican Patients.Healthcare (Basel, Switzerland) · 2025Article
- The predictive value of the LDH-albumin ratio on poor clinical course and mortality in COVID-19 patients: A single-center study.Medicine · 2025Observational
- Association of SARS-COV-2 Real-Time PCR Cycle Threshold (Ct) Values with the Clinical and Laboratory Profiles of Confirmed COVID-19 Patients Admitted in Tertiary Infectious Disease Hospital in Manila: A Retrospective Study.Acta medica Philippina · 2025Article
- Predictive Value and Diagnostic Potential of IL-10, IL-17A, IL1-β, IL-6, CXCL, and MCP for Severe COVID-19 and COVID-19 Mortality.Biomedicines · 2024Article
- Article
- Laboratory biomarkers associated with COVID-19 mortality among inpatients in a Peruvian referral hospital.Heliyon · 2024Article
- NBS superfood: a promising adjunctive therapy in critically ill ICU patients with omicron variant of COVID-19.AMB Express · 2024Article
- Comparison of clinical characteristics and outcomes between COVID-19 survivors and non-survivors: a retrospective observational study.Wellcome open research · 2024Article
- Article
- Hematological parameters and their predictive value for assessing disease severity in laboratory-confirmed COVID-19 patients: a retrospective study.American journal of blood research · 2023Article
- Analysis of altered level of blood-based biomarkers in prognosis of COVID-19 patients.PloS one · 2023Article
- Correlation of systemic inflammation biomarkers and disease severity in pregnant women with COVID-19.Revista da Associacao Medica Brasileira (1992) · 2023Article
- Evaluation of Time-Varying Biomarkers in Mortality Outcome in COVID-19: an Application of Extended Cox Regression Model.Acta informatica medica : AIM : journal of the Society for Medical Informatics of Bosnia & Herzegovina : casopis Drustva za medicinsku informatiku BiH · 2022Article
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- Article
- Augmentation of literature review of COVID-19 radiology.World journal of radiology · 2022Article
- Early Biochemical Markers in Predicting the Clinical Outcome of COVID-19 Patients Admitted in Tertiary Care Hospital.Journal of laboratory physicians · 2022Article
- Blood-based biomarkers for diagnosis, prognosis, and severity prediction of COVID-19: Opportunities and challenges.Journal of family medicine and primary care · 2022Review
Corrections and comments
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Authors and funding
12 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimTo identify laboratory biomarkers that predict disease severity and outcome among COVID-19 patients admitted to the Millennium COVID-19 Care Center in Ethiopia.
methodsA retrospective cohort study was conducted among 429 COVID-19 patients who were on follow up from July to October 2020. Data was described using frequency tables. Robust Poisson regression model was used to identify predictors of COVID-19 severity where adjusted relative risk (ARR), P-value and 95 CI for ARR were used to test significance. Binary Logistic regression model was used to assess the presence of statistically significant association between the explanatory variables and COVID-19 outcome where adjusted odds ratio (AOR), P-value and 95%CI for AOR were used for testing significance.
resultsAmong the 429 patients studied, 182 (42.4%) had Severe disease at admission and the rest 247 (57.6%) had Non-severe disease. Regarding disease outcome, 45 (10.5%) died and 384 (89.5%) were discharged alive. Age group (ARR = 1.779, 95%CI = 1.405-2.252, p-value <0.0001), Neutrophil to Lymphocyte ratio (NLR) (ARR = 4.769, 95%CI = 2.419-9.402 p-value <0.0001), Serum glutamic oxaloacetic transaminase (SGOT) (ARR = 1.358, 95%CI = 1.109-1.662 p-value = 0.003), Sodium (ARR = 1.321, 95%CI = 1.091-1.600 p-value = 0.004) and Potassium (ARR = 1.269, 95%CI = 1.059-1.521 p-value = 0.010) were found to be significant predictors of COVID-19 severity. The following factors were significantly associated with COVID-19 outcome; age group (AOR = 2.767, 95%CI = 1.099-6.067, p-value = 0.031), white blood cell count (WBC) (AOR = 4.253, 95%CI = 1.918-9.429, p-value = 0.0001) and sodium level (AOR = 3.435, 95%CI = 1.439-8.198, p-value = 0.005).
conclusionsAssessing and monitoring the laboratory markers of WBC, NLR, SGOT, sodium and potassium levels at the earliest stage of the disease could have a considerable role in halting disease progression and death.
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