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dc.contributor.authorAlrahahleh, Dua'A Natheir Mohammad
dc.date.accessioned2025-12-11T01:57:55Z
dc.date.available2025-12-11T01:57:55Z
dc.date.issued2025en
dc.identifier.urihttps://hdl.handle.net/2123/34611
dc.descriptionIncludes publication
dc.description.abstractVancomycin is the first-line treatment for staphylococcal infections in neonates, yet safe and effective dosing remains difficult because of limited clinical data and major developmental differences in pharmacokinetics compared with adults. These challenges highlight the need for reliable therapeutic drug monitoring (TDM) in neonatal intensive care units. This thesis focuses on improving vancomycin dosing and TDM practices for neonates through four complementary studies. A systematic review assessed current dosing strategies and showed that all existing algorithms achieved less than 80% target attainment, revealing the limitations of conventional approaches. A retrospective study at Westmead Hospital examined real-world practice in 69 neonates. When TDM was performed appropriately, 75% reached the target trough after the first dose, rising to 84% after TDM-guided adjustments, although many courses still required further dose optimization. To support more precise dosing, a model-informed precision dosing (MIPD) evaluation was conducted. Among 25 identified population pharmacokinetic models, nine were suitable for deeper analysis, and the De Cock et al. (2014) model showed the most reliable predictive performance across apriori, aposteriori, and Bayesian forecasting. These findings support the value of MIPD for individualized and accurate dosing in neonates. The thesis also highlights the important role of clinical pharmacists in leading TDM. Their expertise in interpreting drug exposure and applying MIPD tools is essential for achieving safe and effective therapy, yet often underutilized. Overall, the results demonstrate substantial variability in current neonatal vancomycin practice and the need for more consistent, model-informed, and pharmacist-supported TDM. Bayesian and MIPDguided approaches offer a promising path toward safer and more individualized dosing in this vulnerable population.en
dc.language.isoenen
dc.subjectTherapeutic drug monitoring (TDM)en
dc.subjectPharmacokinetic modelsen
dc.subjectModel informed precision dosing software (MIPD)en
dc.subjectvancomycinen
dc.subjectNeonatesen
dc.subjectNeonatal intensive care unit (NICU)en
dc.titleOptimization of Vancomycin Therapy in Neonatal Intensive Care Unit (NICU)en
dc.typeThesis
dc.type.thesisDoctor of Philosophyen
dc.rights.otherThe author retains copyright of this thesis. It may only be used for the purposes of research and study. It must not be used for any other purposes and may not be transmitted or shared with others without prior permission.en
usyd.facultySeS faculties schools::Faculty of Medicine and Health::The University of Sydney School of Pharmacyen
usyd.degreeDoctor of Philosophy Ph.D.en
usyd.awardinginstThe University of Sydneyen
usyd.advisorAlffenaar, Johannes
usyd.include.pubYesen


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