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Pharmacokinetic-Pharmacogenetic-and-Pharmacodynamic Adherence Relationships in Cohort South African HIV Infected Children on Lopinavir-and Nevirapine-Based RegimensMoholisa, Retsilisitsoe R 15 May 2019 (has links)
Background: Antiretroviral therapy (ART), notably lopinavir and nevirapine substantially
reduces Human immune-deficiency virus (HIV) associated morbidity and mortality in HIVinfected children. Low concentrations of nevirapine and lopinavir have been linked to inferior
virological outcomes; it is recommended that lopinavir and nevirapine concentrations are
maintained above 1 mg/L and 3 mg/L, respectively, in order to maintain viral suppression.
Adherence to both lopinavir and nevirapine ART, respectively has long known to be a crucial
contributor to HIV treatment success. Lopinavir and nevirapine pharmacokinetics
demonstrate considerable inter-individual variability, which may affect treatment outcomes.
At least part of this variability may be explained by host genetic factors. Associations between
human genetic variants and exposure to lopinavir and nevirapine are incompletely
understood, and have not been studied in a South African paediatric population. Data in this
thesis were from a clinical trial conducted at Rahima Moosa Mother and Child Hospital in
Johannesburg to assess whether NVP can be re-used (Post-randomization Phase) among 323
children exposed to NVP for PMTCT if they are first suppressed on ritonavir-boosted lopinavir
based regimen (Pre-randomization Phase). This thesis assessed the relationship between
serial clinic visits lopinavir (Pre-and-Post-randomization) and nevirapine (Postrandomization) concentrations and/or percentage adherence(Pre-and-Post-randomization)
and virological outcomes in children. Moreover, population pharmacokinetics models were
used to characterise lopinavir and nevirapine parameters. From the final models parameters
were derived and were used to assess the relationship between lopinavir and nevirapine
pharmacokinetics and genetic polymorphism relevant to both drugs
Methods: Cox proportional hazard regression modelling for multiple failure events was used
to estimate the crude and adjusted hazard effect of lopinavir (Pre-and Post-randomization)
and nevirapine(Post-randomization) concentrations and/or percent adherence(Pre-and
Post-randomization) of viral load>400 copies/mL (Pre-randomization) and >50 copies/mL
(Post-randomization), respectively. The population means and variances of lopinavir and
nevirapine pharmacokinetic parameters at steady state were estimated using non-linear
mixed-effects regression. The final models of lopinavir and nevirapine were used to derive
individual clearances (CL/F), minimum concentrations (Cmin) and area under the
concentration time curves (AUC). The associations between model-derived pharmacokinetic parameters and genotypes in selected genes relevant to lopinavir or nevirapine were
explored.
Results: In 237 children pre-randomization with viral loads and lopinavir concentrations, the
crude and adjusted Cox models revealed significant associations between virologic failure
(viral load>400 copies/mL) and both lopinavir plasma concentrations (<1/mg/L) and pretreatment height-for-age z-scores but not percent adherence. In 99 children postrandomization, lopinavir concentrations >1 mg/L reduced the risk of viremia (viral load >50
copies/mL) with about 40%, compared to children with LPV <1 mg/L. No association was
found with percent adherence in this group. In 95 children on nevirapine post-randomization,
nevirapine concentrations were not significantly associated with increased hazard of viremia
(viral load >50 copies/mL). Similarly, there was no significant association with percent
adherence in this group. Lopinavir and nevirapine pharmacokinetics were both separately
best described with a one compartment models with absorption lag time and transit
compartment absorption models, respectively. There was an age driven effect on lopinavir
and nevirapine relative bioavailability, respectively. After adjusting for multiple testing, there
was no significant association between lopinavir CL/F, Cmin and AUC and genetic
polymorphisms in the ABCB1, CYP3A4, CYP3A5 and SLCO1B1. CYP2B6 516G→T and CYP2B6
983T→C were associated with NVP CL/F. CYP2B6 983T→C was associated with NVP Cmin and
AUC. Additionally, polymorphisms in the ABCB1 and CYP3A5 were independently associated
with NVP CL/F, Cmin and AUC.
Conclusions: Lopinavir concentrations <1mg/L were associated with the increased hazard of
viremia (viral load >400 copies/mL or >50 copies/mL). The results suggest that lopinavir
plasma concentration monitoring at a routine clinic visit may be a useful tool in identifying
sub-therapeutic antiretroviral concentrations in children, and this could be used as a guide to
therapeutic drug monitoring in children. There was no statistically significant association
between polymorphisms in the ABCB1, CYP3A4, CYP3A5 and SLCO1B1 and lopinavir
pharmacokinetics. Polymorphisms in the ABCB1, CYP2B6 CYP3A4 and CYP3A5 predicted
nevirapine pharmacokinetics.
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Erblichkeit in der Aktivität der Enzyme CYP2D6 und CYP2C9 sowie des Transporters OATP1B1 unter Berücksichtigung der bereits bekannten genetischen Varianten / Heritiability of the activity of the enzymes CYP2D6 and CYP2C9 plus the transporter OATP1B1 considering known genetic variantsMatthaei, Johannes 06 August 2014 (has links)
HINTERGRUND UND ZIELE: Es ist allgemein anerkannt, dass neben Umweltfaktoren auch erbliche Faktoren in hohem Maße für interindividuelle Unterschiede in der Wirkweise von Arzneimitteln ursächlich sind. Die Spannweite der Arzneimittelwirkung bei gleicher Dosis kann individuell von Therapieversagen bis hin zu toxischer Überdosierung reichen und ist dabei stark von Arzneimittel-metabolisierenden Enzymen und Transportern beeinflusst. Genetische Varianten können teilweise interindividuelle Unterschiede in der Aktivität dieser Enzyme und Transporter erklären. Es bleibt jedoch unbekannt, wie viel der Variation in der Aktivität durch Erblichkeit bedingt ist und nicht durch bereits bekannte genetische Varianten erklärt werden kann. Primäres Ziel der Studie war es, diesen unbekannten erblichen Anteil in der Variation der Aktivität der Enzyme CY2D6 und CYP2C9 sowie des Transporters OATP1B1 zu quantifizieren.
METHODEN: Die Erblichkeit in der Variation der Aktivität von CY2D6, CYP2C9 und OATP1B1 wurde in 20 mono- und 9 dizygoten, gleichgeschlechtlichen Zwillingspaaren untersucht. Die Testsubstanzen Metoprolol (CYP2D6) und Torasemid (CYP2C9 und OATP1B1) wurden jedem Studienteilnehmer wiederholt verabreicht und die Fläche unter der Kurve bis unendlich (AUC0-inf) für jedes Medikament und seinen Metaboliten als Marker der Enzym- (CYP2D6, CYP2C9) und Transporter- (OATP1B1) Aktivitäten bestimmt. Erblichkeit wurde mithilfe von Formeln mit den Korrelationskoeffizienten der Geschwister in den Gruppen mono- und dizygote Zwillingspaare, durch eine Strukturgleichungsmodellierung und durch Vergleich der intra- und interindividuellen Variation berechnet.
ERGEBNISSE: Es wurde ein hohe Erblichkeit in der Variation der Aktivität von CYP2D6, CYP2C9 und OATP1B1 berechnet. Für CYP2D6 lag die Erblichkeit bei 88,5% -100%, für CYP2C9 und OATP1B1 bei 81% - 100%. Die bekannten genetischen Varianten konnten lediglich einen geringen Anteil der Variation in der AUC0-inf in der Studienpopulation erklären (38,2% durch genetische Varianten in CYP2D6, 6,5% durch genetische Varianten in CYP2C9 und 20,4% durch genetische Varianten in OATP1B1).
FAZIT: Die Berechnungen zeigen, dass Erblichkeit einen großen Einfluss auf die Variation in der Aktivität der Enzyme CYP2D6, CYP2C9 und den Transporter OATP1B1 hat. Bekannte genetische Varianten können hiervon nur einen Teil erklären. Weitere Untersuchungen zu genetischen Regulation der Wirkweise von Arzneimitteln erscheinen vielversprechend.
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