SynthesisBMJ evidence-based medicine2021
Biomarkers and outcomes of COVID-19 hospitalisations: systematic review and meta-analysis.
Synthesis in BMJ evidence-based medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06156241 (Long COVID), which is not on this map. Cited by 345 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Long COVID: Cord Tissue-Derived Mesenchymal Stromal Cells for Persistent NeuroInflammatory Symptoms
Who cites it
345 citing papers in PubMed, 4 syntheses or guidelines pooled it, 641 citations in OpenAlex.
- Global perspectives on challenges, coping strategies, and future preparedness of nursing home staff during COVID-19: a systematic review and meta-synthesis.BMC health services research · 2025Pooled it
- Comprehensive proteomics and meta-analysis of COVID-19 host response.Nature communications · 2023Pooled it
- Prognostic models in COVID-19 infection that predict severity: a systematic review.European journal of epidemiology · 2023Pooled it
- Galectins can serve as biomarkers in COVID-19: A comprehensive systematic review and meta-analysis.Frontiers in immunology · 2023Pooled it
- Efficacy and safety of 7-day aerosolized epigallocatechin-3-gallate in oncologic patients with COVID-19 pneumonia.BMC cancer · 2026Trial
- Early C-reactive protein reduction predicts survival in COVID-19 severe pneumonia treated with glucocorticoids.BMC pulmonary medicine · 2025Trial
- Pathophysiology of COVID-19: A Post Hoc Analysis of the ICAT-COVID Clinical Trial of the Bradykinin Antagonist Icatibant.Pathogens (Basel, Switzerland) · 2025Trial
- Pharmacodynamic, prognostic, and predictive biomarkers in severe and critical COVID-19 patients treated with sirukumab.Scientific reports · 2024Trial
- Trial
- Elevated procalcitonin levels in febrile children with exanthema subitum undergoing clinically indicated PCT testing: a retrospective cohort study.BMC infectious diseases · 2026Article
- Serum Histatin Levels in COVID-19: Association With Disease Severity and Immune Status.Journal of medical virology · 2026Article
- Acute inflammation and fronto-striatal connectivity in the transition from acute to persistent fatigue after mild COVID-19: A longitudinal fMRI study.Brain, behavior, & immunity - health · 2026Article
- Inflammatory Biomarkers as Mediators of the Effect Between High-Dose Corticosteroid Therapy and Mortality in COVID-19-Related ARDS: A Causal Mediation Analysis.Immunity, inflammation and disease · 2026Article
- Based a machine learning approach to investigate the factors influencing nirmatrelvir/ritonavir exposure in human plasma: a multicenter, observational study.Frontiers in cellular and infection microbiology · 2026Observational
- Prognostic factors for mortality and respiratory failure in hospitalized patients with COVID-19 after three-dose vaccination: a retrospective cohort study during the Omicron period.BMC infectious diseases · 2025Observational
- Endothelin-1 in combination with CRB-65 enhance risk stratification in COVID-19 patients.Infection · 2025Article
- CT-based phenotyping of COVID-19: cluster analysis of pulmonary and extrapulmonary imaging markers from a multicentre retrospective cohort study.Scientific reports · 2025Article
- Increasing inflammatory biomarkers are associated with mortality in critically ill COVID-19 patients despite anti-inflammatory treatment.Clinical and experimental medicine · 2025Observational
- Minimalistic transcriptomic signatures permit accurate early prediction of COVID-19 mortality.JCI insight · 2025Article
- Metabolomics for the Diagnosis of Secondary Infections in Critically Ill Patients With COVID-19.Critical care explorations · 2025Article
285 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 4 institutions in 1 country.
Funding
Abstract
objectiveTo evaluate association between biomarkers and outcomes in COVID-19 hospitalised patients. COVID-19 pandemic has been a challenge. Biomarkers have always played an important role in clinical decision making in various infectious diseases. It is crucial to assess the role of biomarkers in evaluating severity of disease and appropriate allocation of resources. DESIGN AND
settingSystematic review and meta-analysis. English full text observational studies describing the laboratory findings and outcomes of COVID-19 hospitalised patients were identified searching PubMed, Web of Science, Scopus, medRxiv using Medical Subject Headings (MeSH) terms COVID-19 OR coronavirus OR SARS-CoV-2 OR 2019-nCoV from 1 December 2019 to 15 August 2020 following Meta-analyses Of Observational Studies in Epidemiology (MOOSE) guidelines.
participantsStudies having biomarkers, including lymphocyte, platelets, D-dimer, lactate dehydrogenase (LDH), C reactive protein (CRP), aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine, procalcitonin (PCT) and creatine kinase (CK), and describing outcomes were selected with the consensus of three independent reviewers.
main outcome measuresComposite poor outcomes include intensive care unit admission, oxygen saturation <90%, invasive mechanical ventilation utilisation, severe disease, in-hospital admission and mortality. The OR and 95% CI were obtained and forest plots were created using random-effects models. Publication bias and heterogeneity were assessed by sensitivity analysis.
results32 studies with 10 491 confirmed COVID-19 patients were included. We found that lymphopenia (pooled-OR: 3.33 (95% CI: 2.51-4.41); p<0.00001), thrombocytopenia (2.36 (1.64-3.40); p<0.00001), elevated D-dimer (3.39 (2.66-4.33); p<0.00001), elevated CRP (4.37 (3.37-5.68); p<0.00001), elevated PCT (6.33 (4.24-9.45); p<0.00001), elevated CK (2.42 (1.35-4.32); p=0.003), elevated AST (2.75 (2.30-3.29); p<0.00001), elevated ALT (1.71 (1.32-2.20); p<0.00001), elevated creatinine (2.84 (1.80-4.46); p<0.00001) and LDH (5.48 (3.89-7.71); p<0.00001) were independently associated with higher risk of poor outcomes.
conclusionOur study found a significant association between lymphopenia, thrombocytopenia and elevated levels of CRP, PCT, LDH, D-dimer and COVID-19 severity. The results have the potential to be used as an early biomarker to improve the management of COVID-19 patients, by identification of high-risk patients and appropriate allocation of healthcare resources in the pandemic.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.