Evidence map›Paper›PMID 42239925›Full record

ArticleSaudi medical journal2026

Biomarkers of Multiorgan Failure in COVID-19: A Predictive Framework for Disease Severity and Clinical Outcomes.

Wesam A Nasif, Mohammed H Mukhtar, Mohammad Althubiti, Abeer Shaker El Moursy Ali

Abstract read
In one paragraph

Article in Saudi medical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Wesam A NasifBiochemistry Department, College of Medicine, Umm Al-Qura University, Makkah, Kingdom of Saudi Arabia.ORCID 0009-0001-3351-4812
Mohammed H MukhtarBiochemistry Department, College of Medicine, Umm Al-Qura University, Makkah, Kingdom of Saudi Arabia.ORCID 0000-0003-0671-2458
Mohammad AlthubitiBiochemistry Department, College of Medicine, Umm Al-Qura University, Makkah, Kingdom of Saudi Arabia.ORCID 0000-0002-9738-3188
Abeer Shaker El Moursy AliPathology Department, College of Medicine, Umm Al-Qura University, Makkah, Kingdom of Saudi Arabia.ORCID 0000-0002-6047-7818

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate the predictive value of inflammatory, liver, renal, and cardiac biomarkers in relation to the progression of multiorgan failure (MOF) in COVID-19 patients. A primary goal was to identify which of these markers served as the most discriminative predictors of disease severity. Methods: A retrospective cohort study was carried out between December 2020 and February 2023 to collect data from 1,803 COVID-19 patients from data records in different hospitals in Makkah, Saudi Arabia. The ROC curve analysis evaluated the diagnostic and predictive performance of selected biomarkers. Results: Inflammatory markers such as CRP and D-dimer were evaluated, but ferritin showed only a moderate discriminatory ability for disease severity with moderate predictive value (AUC 0.621). Liver enzymes, especially AST (aspartate aminotransferase), and ALT (alanine aminotransferase), emerged as strong MOF predictors, with AST achieving an AUC of 1.000, indicating perfect sensitivity and specificity as a predictor. Renal markers like creatinine and BUN showed limited predictive power. Among cardiac biomarkers, LDH (lactate dehydrogenase), showing a robust predictive capability for MOF, demonstrated high predictive capability (AUC 0.969), and CK also performed well. Conclusion: The AST and LDH were identified as the most reliable predictors of MOF in COVID-19 patients. These findings emphasize the importance of biomarker profiling in clinical risk assessment and early intervention. Liver and cardiac markers should be prioritized in evaluating severe COVID-19 cases to support better patient management and outcomes.

Indexed as

COVID-19Multiple Organ FailureAdultAlanine TransaminaseAspartate AminotransferasesBiomarkersC-Reactive ProteinFemaleFibrin Fibrinogen Degradation ProductsHumansL-Lactate DehydrogenaseMaleMiddle AgedPredictive Value of TestsRetrospective StudiesROC CurveAlanine TransaminaseAspartate AminotransferasesBiomarkersC-Reactive ProteinFibrin Fibrinogen Degradation ProductsL-Lactate DehydrogenaseCOVID-19Creatine kinaseInflammatory mediatorsKidney Function TestsLiver Function TestsL-Lactate DehydrogenaseMultiple Organ Failure

Identifiers

PMID42239925
PMCPMC13227435

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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.