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dc.contributor.advisorHammond, Robert James Hunter
dc.contributor.advisorDonnelly, Peter Duncan
dc.contributor.advisorCoates, Anthony R. M.
dc.contributor.authorLiu, Alexander Qichen
dc.coverage.spatial194en_US
dc.date.accessioned2024-06-05T11:10:05Z
dc.date.available2024-06-05T11:10:05Z
dc.date.issued2024-12-03
dc.identifier.urihttps://hdl.handle.net/10023/29992
dc.description.abstractCoronavirus disease 19 (COVID-19) is responsible for one of the worst pandemics of our time. Clinical risk stratification plays a pivotal role in guiding patient care decisions, such as admission vs. discharge from the hospital and the allocation of therapeutic resources. The development of novel biomarkers for assessing the prognostic impact of COVID-19 on patients is a clinical priority. This retrospective observational project identified cardiac, inflammatory, and risk-score-based biomarkers, and tested their prognostic value in a UK population of COVID-19 patients encountered during the first wave of the pandemic. The biomarkers included high-sensitivity cardiac troponin T (hs-cTnT), lymphocyte-CRP ratio (LCR), ferritin-lymphocyte ratio (FLR), and the non-invasive pneumonia severity score CRB-65. The results showed that hs-cTnT achieved a high negative predictive value for ruling out inpatient mortality. LCR and FLR were not superior to CRP for predicting adverse outcomes in COVID-19. Low CRB-65 scores showed high negative predictive values for ruling out both fatal and non-fatal outcomes, independent of chest X-ray findings. Five markers were shown to be independent predictors of inpatient mortality (hs-cTnT, oxygen requirement, CRB-65, FLR, and history of ischaemic heart disease). These markers were combined into a new risk score which performed well for predicting mortality in COVID-19 patients. Oxygen requirement was the only independent predictor of escalation to non-invasive ventilation, intubation/ventilation and intensive care unit admissions. Cardiac troponins, CRB-65 and the combined risk score with oxygen requirement deserve further validation for translating into clinically viable risk stratification tools in COVID-19.en_US
dc.language.isoenen_US
dc.relationLiu, A., Hammond, R., Donnelly, P. D., Kaski, J. C., & Coates, A. RM. (2023). Effective prognostic and clinical risk stratification in COVID-19 using multimodality biomarkers. Journal of Internal Medicine, 294(1), 21-46. https://doi.org/10.1111/joim.13646en
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dc.relationLiu, A., Hammond, R., Chan, K., Chukwuenweniwe, C., Johnson, R., Khair, D., Duck, E., Olubodun, O., Barwick, K., Banya, W., Stirrup, J., Donnelly, P. D., Kaski, J. C., & Coates, A. R. M. (2023). Normal high-sensitivity cardiac troponin for ruling-out inpatient mortality in acute COVID-19. PLoS ONE, 18(4), Article e0284523. https://doi.org/10.1371/journal.pone.0284523en
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dc.relationLiu, A. Q., Hammond, R., Chan, K., Chukwuenweniwe, C., Johnson, R., Khair, D., Duck, E., Olubodun, O., Barwick, K., Banya, W., Stirrup, J., Donnelly, P. D., Kaski, J. C., & Coates, A. R. (2023). Comparison of Lymphocyte-CRP ratio to conventional inflammatory markers for predicting clinical outcomes in COVID-19. Journal of Personalized Medicine, 13(6), Article 909. https://doi.org/10.3390/jpm13060909en
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dc.relationLiu, A., Hammond, R., Chan, K., Chukwuenweniwe, C., Johnson, R., Khair, D., Duck, E., Olubodun, O., Barwick, K., Banya, W., Stirrup, J., Donnelly, P. D., Kaski, J. C., & Coates, A. R. M. (2023). Characterisation of ferritin–lymphocyte ratio in COVID-19. Biomedicines, 11(10), Article 2819. https://doi.org/10.3390/biomedicines11102819en
dc.relation
dc.relationLiu, A. Q., Hammond, R., Chan, K., Chukwuenweniwe, C., Johnson, R., Khair, D., Duck, E., Olubodun, O., Barwick, K., Banya, W., Stirrup, J., Donnelly, P. D., Kaski, J. C., & Coates, A. R. M. (2023). Low CRB-65 scores effectively rule out adverse clinical outcomes in COVID-19 irrespective of chest radiographic abnormalities. Biomedicines, 11(9), Article 2423. https://doi.org/10.3390/biomedicines11092423en
dc.relation.urihttps://doi.org/10.1111/joim.13646
dc.relation.urihttps://doi.org/10.1371/journal.pone.0284523
dc.relation.urihttps://doi.org/10.3390/jpm13060909
dc.relation.urihttps://doi.org/10.3390/biomedicines11102819
dc.relation.urihttps://doi.org/10.3390/biomedicines11092423
dc.subjectCOVID-19en_US
dc.subjectRisk stratificationen_US
dc.subjectPrognosisen_US
dc.subjectBiomarkeren_US
dc.subjectInflammationen_US
dc.subjectMyocardial injuryen_US
dc.subjectRisk scoreen_US
dc.subjectCombination biomarkeren_US
dc.subjectOxygen requirementen_US
dc.titleCharacterisation of prognostic and cardiovascular markers in coronavirus disease 19en_US
dc.typeThesisen_US
dc.type.qualificationlevelDoctoralen_US
dc.type.qualificationnameMD Doctor of Medicineen_US
dc.publisher.institutionThe University of St Andrewsen_US
dc.identifier.doihttps://doi.org/10.17630/sta/944


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