Adeniyi Olagunju

Development, validation and clinical application of a novel method for the quantification of efavirenz in dried breast milk spots using LC-MS/MS

OBJECTIVES This manuscript describes the development, validation and clinical application of a novel method for the quantification of the antiretroviral drug efavirenz in dried breast milk spots using LC-MS. METHODS Dried breast milk spots were prepared by spotting 30 μL of human breast milk on each circle of Whatman 903 Protein Saver cards. Chromatographic separation was achieved on a reverse-phase C18 column with 1 mM ammonium acetate in water/acetonitrile using a solvent gradient at a flow rate of 400 μL/min and detection was by TSQ Quantum Access triple quadrupole mass spectrometer equipped with a heated electrospray ionization source. The method was applied to characterize the breast milk pharmacokinetic profile of efavirenz in HIV-positive nursing mothers receiving regimens containing 600 mg of efavirenz once daily. RESULTS The assay was validated over the concentration range 50-7500 ng/mL. Accuracy ranged between 95.2% and 102.5% and precision ranged between 1.05% and 9.53%. The average recovery of efavirenz from dried breast milk spots was 106.4% and the matrix effect was 8.14%. Stability of efavirenz in dried breast milk spots and processed samples at room temperature, -40°C and -80°C was demonstrated. In the pharmacokinetic study, the mean (SD) AUC0-24, Cmax and Cmin of efavirenz in breast milk were 59,620 ng·h/mL (17,440), 4527 ng/mL (1767) and 1261 ng/mL (755.9), respectively. The mean (range) milk-to-plasma concentration ratio over the dosing interval was 0.78 (0.57-1.26). CONCLUSIONS The dried breast milk spot method is simple, robust, accurate and precise, and can be used in settings with limited resources.

A validated method for quantification of efavirenz in dried blood spots using high-performance liquid chromatography-mass spectrometry.

Background: Efavirenz (EFV) is one of the preferred components of first-line antiretroviral treatment. EFV is characterized by a long plasma half-life (40–55 hours) with large interpatient variability, which raises the potential for individualization of therapy. Analyses of EFV levels in plasma require specialized facilities (cold storage/transport) which, in resource-limited settings, can be problematic; dried blood spots (DBS)-EFV measurements thus provide a cheap easy alternative for therapeutic drug monitoring. Our aim was to develop and validate a liquid chromatography–mass spectrometry method to quantify EFV in DBS collected as part of clinical trials in resource-limited settings. Methods: DBS for standards, quality control samples, and patient samples were excised and then extracted with ethyl acetate/n-hexane (50/50 vol/vol) after addition of internal standard hexobarbital, and 1 mol/L K2CO3. The extract was evaporated to dryness, the residue reconstituted in mobile phase and analyzed directly by liquid chromatography–mass spectrometry. Gradient elution was on a reverse-phase C18 column using 1 mmol/L ammonium acetate in water and acetonitrile. Quantification was by selected reaction monitoring in negative ionization mode. DBS samples were obtained at several time points over 24 hours from HIV+ patients on either 400 or 600 mg EFV in combination with emtricitabine/tenofovir. Results: The internal standard and EFV eluted at 2.68 and 3.54 minutes, respectively in a 5-minute run time. Matrix effects were minimal (−5.4%). Calibration curves were validated over a concentration range of 25–5000 ng/mL. Intra-assay and interassay variations ranged between 6.7% and 8.7% for imprecision and 100.3% and 104.2% for accuracy. Mean recovery was >64%. The DBS data showed a strong positive correlation with a validated plasma EFV assay (R = 0.9764, P < 0.001). EFV concentrations from DBS were approximately 42% lower than the paired plasma values, and the ratio of blood/plasma did not change over the dosing interval. Conclusions: The validated assay is now routinely applied to clinical samples measuring DBS EFV for pharmacokinetic analysis. The methodology is robust, accurate, and sensitive.

Validation and clinical application of a method to quantify nevirapine in dried blood spots and dried breast-milk spots

OBJECTIVES The validation and clinical application of an LC-MS/MS method for the quantification of nevirapine in dried blood spots (DBS) and dried breast-milk spots (DBMS) are presented. METHODS DBS and DBMS were prepared from 50 and 30 μL of nevirapine-spiked whole blood and human breast milk, respectively. Chromatographic separation was achieved on a reverse-phase C18 column with 0.1% formic acid in water/acetonitrile using a solvent gradient programme at a flow rate of 400 μL/min, and detection was by a TSQ Quantum Access triple quadrupole mass spectrometer. The clinical application was evaluated in HIV-positive nursing mothers and their breastfed infants. RESULTS The assay was validated over the concentration range 50-10,000 ng/mL. Accuracy ranged from 93.3% to 113.4% and precision ranged from 1.9% to 12.0%. The mean (percentage coefficient of variation) recovery of nevirapine from DBS and DBMS was ≥ 70.7% (≤ 8.2) and the matrix effect was ≤ 1.04 (≤ 6.1). Nevirapine was stable in DBS and DBMS for ≥ 15 months at room temperature and -80°C. Mean (SD) AUC0-12, Cmax and Cmin in maternal plasma versus breast milk were 57,808 ng · h/mL (24,315) versus 55,817 ng · h/mL (22,368), 6140 ng/mL (2605) versus 5231 ng/mL (2215) and 4334 ng/mL (1880) versus 4342 ng/mL (2245), respectively. The milk-to-plasma concentration ratio over the dosing interval was 0.94 (0.15). Infant plasma concentrations 2 and 8 h after maternal dosing were 580.6 ng/mL (464.7-1607) and 584.1 ng/mL (381.5-1570), respectively. CONCLUSIONS These methods further extend opportunities for conducting clinical pharmacokinetic studies in nursing mother-infant pairs, especially in resource-limited settings.

CYP3A4*22 (c.522-191 C>T; rs35599367) is associated with lopinavir pharmacokinetics in HIV-positive adults.

The CYP3A4*22 (c.522-191 C>T; rs35599367) single nucleotide polymorphism has been associated with lower CYP3A4 mRNA expression and activity. We investigated the association of CYP3A4*22 with the pharmacokinetics of lopinavir through a population pharmacokinetic approach. The minor allele frequency for CYP3A4*22 was 0.035, and seven of 375 patients had a combination of CYP3A4*22 and SLCO1B1 521T>C alleles. Lack of information on the ethnicity in this cohort should be considered as a limitation. However, in the final model, the population clearance was 5.9 l/h and patients with CYP3A4*22/*22 had 53% (P=0.023) lower clearance compared with noncarriers. In addition, the combined effect of CYP3A4*22 with SLCO1B1 521T>C (previously shown to be associated with lopinavir plasma concentration) was analysed. We observed a 2.3-fold higher lopinavir trough concentration (Ctrough) in individuals with CYP3A4*22/*22, a 1.8-fold higher Ctrough with SLCO1B1 521CC and a 9.7-fold higher Ctrough in individuals homozygous for both single nucleotide polymorphisms, compared with noncarriers. A simulated dose-reduction scenario showed that 200/100 mg lopinavir/ritonavir was adequate to achieve therapeutic concentration in individuals with CYP3A4*22/*22 alone or in combination with SLCO1B1 521CC. These data further our understanding of the genetic basis for variability in the pharmacokinetics of lopinavir.

The impact of genetic polymorphisms on the pharmacokinetics of efavirenz in African children.

Aims Using a model‐based approach, the efavirenz steady‐state pharmacokinetics in African children is characterized, quantifying demographic and genotypic effects on the drugs disposition. Simulations are also conducted allowing prediction of optimized doses of efavirenz in this population. Methods We modelled the steady‐state population pharmacokinetics of efavirenz in Ugandan and Zambian children using nonlinear mixed‐effects modelling. Individual mid‐dose efavirenz concentrations were derived and simulations explored genotype‐based dose optimization strategies. Results A two‐compartment model with absorption through transit compartments well described 2086 concentration‐time points in 169 children. The combined effect of single nucleotide polymorphisms (SNPs) 516G>T and 983T>C explained 44.5% and 14.7% of the variability in efavirenz clearance and bioavailability, respectively. The detected frequencies of composite CYP2B6 genotype were 0.33 for 516GG|983TT, 0.35 for 516GT|983TT, 0.06 for 516GG|983TC, 0.18 for 516TT|983TT, 0.07 516GT|983TC and 0.01 for 516GG|983CC. The corresponding estimated clearance rates were 6.94, 4.90, 3.93, 1.92, 1.36, and 0.74 l h−1 for a 15.4 kg child and median (95% CI) observed mid‐dose concentrations 1.55 (0.51–2.94), 2.20 (0.97–4.40), 2.03 (1.19–4.53), 7.55 (2.40–14.74), 7.79 (3.66–24.59) and 18.22 (11.84–22.76) mg l−1, respectively. Simulations showed that wild‐type individuals had exposures at the bottom of therapeutic range, while slower metabolizers were overexposed. Conclusions Dosage guidelines for African children should take into consideration the combined effect of SNPs CYP2B6 516G>T and 983T>C.

Class-specific relative genetic contribution for key antiretroviral drugs

OBJECTIVES Antiretroviral pharmacokinetics is defined by numerous factors affecting absorption, distribution, metabolism and elimination. Biological processes underpinning drug distribution are only partially characterized and multiple genetic factors generate cumulative or antagonistic interactions, which complicates the implementation of pharmacogenetic markers. The aim of this study was to assess the degree to which heredity influences pharmacokinetics through the quantification of the relative genetic contribution (rGC) for key antiretrovirals. METHODS A total of 407 patients receiving lopinavir/ritonavir, atazanavir/ritonavir, atazanavir, efavirenz, nevirapine, etravirine, maraviroc, tenofovir or raltegravir were included. Intra-patient variability (SDw) and inter-patient (SDb) variability were measured in patients with plasma concentrations available from more than two visits. The rGC was calculated using the following equation: 1 - (1 / F) where F = SDb(2) / SDw(2). RESULTS Mean (95% CI) rGC was calculated to be 0.81 (0.72-0.88) for efavirenz, 0.74 (0.61-0.84) for nevirapine, 0.67 (0.49-0.78) for etravirine, 0.65 (0.41-0.79) for tenofovir, 0.59 (0.38-0.74) for atazanavir, 0.47 (0.27-0.60) for atazanavir/ritonavir, 0.36 (0.01-0.48) for maraviroc, 0.15 (0.01-0.44) for lopinavir/ritonavir and 0 (0-0.33) for raltegravir. CONCLUSIONS The rank order for genetic contribution to variability in plasma concentrations for the study drugs was efavirenz > nevirapine > etravirine > tenofovir > atazanavir > atazanavir/ritonavir > maraviroc > lopinavir/ritonavir > raltegravir, indicating that class-specific differences exist. The rGC strategy represents a useful tool to rationalize future investigations as drugs with higher rGC scores may represent better candidates for pharmacogenetic-pharmacokinetic studies.

CYP2B6 516G>T (rs3745274) and smoking status are associated with efavirenz plasma concentration in a Serbian cohort of HIV patients.

Background: Genetic factors have been associated with efavirenz (EFV) plasma concentrations in different populations. In this study, we investigated the effects of CYP2B6 516G>T (rs3745274), CYP2B6 c.485-18C>T (rs4803419), CAR c.540C>T (rs2307424), CAR c.152-1089T>C (rs3003596), and smoking status in a cohort of Serbian patients with HIV. Methods: Patients with HIV positive, all whites, were recruited from the HIV/AIDS Center at the Infectious and Tropical Diseases Hospital, University of Belgrade Teaching Hospital, Belgrade, Serbia. Mid dose (10–14 hours after dose) EFV plasma concentration was determined using a validated liquid chromatography/tandem mass spectrometry method. Genotyping for CYP2B6 516G>T (rs3745274), CYP2B6 c.485-18C>T (rs4803419), CAR c.540C>T (rs2307424), and CAR c.152-1089T>C (rs3003596) was conducted using allelic discrimination real-time polymerase chain reaction assay. One-way analysis of variance, Mann–Whitney test, Pearson or Spearman correlation, and multiple linear regression were used for data analysis. Results: Minor allele frequencies were similar to frequencies reported in other European populations. The overall mean (95% confidence interval) plasma EFV concentration was 2800 ng/mL (2460–3140). Significant differences between patients based on CYP2B6 516G>T (rs3745274) genotypes were observed: GG (n = 60), 2320 (range, 2160–2480) ng/mL; GT (n = 30), 3230 (range, 2790–3670) ng/mL; and TT (n = 2), 10,700 (range, 6170–15,300) ng/mL (P = 2.0 × 10−17). In multivariate linear regression analysis, CYP2B6 516G>T (rs3745274) [&bgr; = 1770 (1230 to 2310) ng/mL, P < 0.0001] and smoking status [&bgr; = −464 (−1250 to −43.3) ng/mL, P = 0.038] were independently associated with plasma EFV concentrations. Conclusions: The effects of CYP2B6 516G>T (rs3745274) and smoking status on EFV plasma concentration in the Serbian population have been established for the first time.

The Effect of Gene Variants on Levonorgestrel Pharmacokinetics When Combined With Antiretroviral Therapy Containing Efavirenz or Nevirapine

Reduced levonorgestrel concentrations from the levonorgestrel contraceptive implant was previously seen when given concomitantly with efavirenz. We sought to assess whether single nucleotide polymorphisms (SNPs) in genes involved in efavirenz and nevirapine metabolism were linked to these changes in levonorgestrel concentration. SNPs in CYP2B6, CYP2A6, NR1I2, and NR1I3 were analyzed. Associations of participant demographics and genotype with levonorgestrel pharmacokinetics were evaluated in HIV‐positive women using the levonorgestrel implant plus efavirenz‐ or nevirapine‐based antiretroviral therapy (ART), in comparison to ART‐naïve women using multivariate linear regression. Efavirenz group: CYP2B6 516G>T was associated with lower levonorgestrel log10 Cmax and log10 AUC. CYP2B6 15582C>T was associated with lower log10 AUC. Nevirapine group: CYP2B6 516G>T was associated with higher log10 Cmax and lower log10 Cmin. Pharmacogenetic variations influenced subdermal levonorgestrel pharmacokinetics in HIV‐positive women, indicating that the magnitude of the interaction with non‐nucleoside reverse transcriptase inhibitors (NNRTIs) is influenced by host genetics.

Pregnancy affects nevirapine pharmacokinetics: evidence from a CYP2B6 genotype-guided observational study.

Objectives Previous studies on nevirapine pharmacokinetics during pregnancy reported contradictory findings. Methods The magnitude of pregnancy-induced changes in nevirapine pharmacokinetics was investigated in a genotype-guided study preceded by a pharmacogenetic association study of six genes involved in its disposition. Results CYP2B6 516 G>T and 983 T>C were associated independently with plasma nevirapine concentrations in pregnant (n=110) and postpartum (n=122) women and were used for stratification. NR1I3 540C>T and P450 oxidoreductase 1508C>T were associated with lower and higher plasma concentrations in pregnant and postpartum women, respectively. In the intensive pharmacokinetic phase, apparent clearance (CL/F) was higher in pregnant (n=31) than postpartum (n=28) women (P=0.022) and AUC0–12, Cmax and Cmin were significantly lower. When stratified on the basis of composite CYP2B6 516 G>T and 983 T>C genotypes, CL/F was similar between pregnant (n=6) and postpartum (n=9) women with no variant alleles, but Cmin was below target (3400 ng/ml) in most patients in both groups. In women with one variant allele, clearance was 40.6% higher (P=0.0009) and Cmin was below target in 58% (11/19) of pregnant and 0% (0/10) of postpartum women. Similarly, clearance was 51.7% higher (P=0.008) in pregnant compared with postpartum women with two variant alleles. Cmin was below target in 50% (3/6) of pregnant and 0% (0/10) of postpartum women. Conclusion Nevirapine exposure is significantly reduced during pregnancy. The pharmacodynamic consequences in patients at risk of suboptimal exposure and potential dose optimization strategies warrant further investigation.

Development, validation and clinical application of a method for the simultaneous quantification of lamivudine, emtricitabine and tenofovir in dried blood and dried breast milk spots using LC-MS/MS

Highlights • We report an LC–MS/MS method for quantitation of 3TC, FTC and TFV in blood and breast milk.• Agreement between dried blood and plasma measurement of 3TC and TFV is good.• 3TC and FTC reach high concentrations in breast milk.• 3TC and FTC are measurable in a significant proportion of breastfed infants.