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Antimicrobial Agents and Chemotherapy, March 2009, p. 1067-1073, Vol. 53, No. 3
0066-4804/09/$08.00+0 doi:10.1128/AAC.00860-08
Copyright © 2009, American Society for Microbiology. All Rights Reserved.

EA3620, Université Paris—Descartes, Paris, France,1 Unité de Recherche Clinique, AP-HP, Hôpital Tarnier, Paris, France,2 Service de Pharmacologie Clinique, AP-HP, Hôpital Cochin-Saint-Vincent-de-Paul, Université Paris—Descartes, Paris, France,3 INSERM U897, ISPED, Université Victor Segalen, Bordeaux, France,4 Programme PAC-CI, ANRS Abidjan, Côte d'Ivoire,5 Service Gynécologie-Obstétrique de l'Hôpital Calmette, Phnom Penh, Cambodia,6 Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Chris Hani Baragwanath Hospital, Johannesburg, South Africa,7 Institut Pasteur du Cambodge, Phnom Penh, Cambodia,8 Service d'Immunologie et Hématologie Pédiatrique, Hôpital Necker Enfants Malades, Université Paris—Descartes, Paris, France9
Received 28 June 2008/ Returned for modification 28 September 2008/ Accepted 12 December 2008
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FTC is a potent, once-daily-administered nucleoside reverse transcriptase inhibitor approved for the treatment of HIV in adults and children older than 3 months in combination with other antiretroviral agents. The physiological changes associated with pregnancy can lead to significant variations in pharmacokinetics (10, 12, 14). However, few pharmacokinetic data on FTC in pregnant women (3) and no data on placental transfer are available. Only one study reports the pharmacokinetics of FTC in neonates exposed to HIV in utero; apparent elimination clearance was 13 ml/min in 5- to 21-day-old neonates and 22 ml/min in 23- to 42-day-old neonates (5). This suggests that the youngest neonates have the lowest elimination clearance. The neonatal pharmacokinetics just after birth is still unknown.
In the present work, a population pharmacokinetic study was performed on maternal, cord, and neonatal plasma samples in order to (i) describe the concentration-time courses of FTC in mothers, the transfer of FTC from maternal plasma to cord plasma, and the neonatal elimination, (ii) study the influence of covariates (such as maternal body weight [BW], gestational age, type of delivery, maternal creatinine, neonatal BW, height, and body surface area) on FTC pharmacokinetics, and (iii) model various dosing strategies to determine the optimal dosing scheme for newborns.
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200/mm3 or stage 3 and CD4 levels of
350/mm3) were eligible. Neonates with a gestational age greater than 32 weeks and a birth weight greater than 2,000 g were eligible. This study protocol was approved by the national ethics committees of Côte d'Ivoire, South Africa, and Cambodia and by each country's health authorities. The mothers and the fathers of the children to be born provided signed informed-consent forms. Treatments. Mothers were administered zidovudine (300 mg twice a day) from the day of enrollment to the delivery date, one tablet of NVP (200 mg) and two tablets of TDF (300 mg)-FTC (200 mg) at the start of labor, and one tablet of TDF (300 mg)-FTC (200 mg) per day for 7 days postpartum. Children were given NVP syrup (2 mg/kg) as a single dose on the first day of life and zidovudine syrup (4 mg/kg) every 12 h for 7 days.
Sampling. All women received FTC and underwent blood samplings for pharmacokinetic analysis at delivery, at 1, 2, 3, 5, 8, 12, and 24 h after the administration of 400 mg FTC, and before the second, third, and seventh administrations of 200 mg FTC. A cord blood sample was obtained at delivery, and the neonates had samplings on days 1 and 2 of life. Times elapsed between administration and sampling, maternal and fetal BWs, and gestational ages were recorded.
Analytical method. The FTC assay was performed according to the previously published method (11), with a limit of quantification (LOQ) of 0.01 mg/liter and intra- and interassay precisions of 3.6% and 7.9%, respectively. The bias between observed and theoretical concentration ranged from 0.7 to 14.9%.
Modeling strategy and population pharmacokinetic model.
Data were analyzed using the nonlinear mixed-effect modeling software program NONMEM (version VI, level 1.0) with the Digital Fortran compiler (2). The first-order conditional estimation with interaction method was used. A two-compartment model with first-order absorption and elimination best described maternal data. For cord plasma concentrations, an "effect" compartment model of negligible volume and negligible drug accumulation linked to the maternal circulation was used. The effect compartment is modeled as a virtual compartment linked to the maternal plasma compartment by a first-order process which does not modify the compartmental model in the mother. After delivery, this fetal compartment is disconnected, time is reset to zero, and the neonate has his own elimination (Fig. 1). Parameters of the model were the absorption rate constant (ka), maternal elimination clearance from the central compartment (CL), volume of the central maternal compartment (V1), maternal intercompartmental clearance (Q2), volume of the peripheral maternal compartment (V2), mother-to-fetus transfer rate constant (k1F), fetus-to-mother transfer rate constant (kF1), and neonate elimination rate constant (kF0), where the subscripted F stands for fetus. Since FTC was orally administered, only ka, CL/F, V1/F, Q2/F, V2/F, k1F, kF1, and kF0 were identifiable. Analytical equations were used in a $PRED section in NONMEM to estimate these pharmacokinetic parameters. When FTC concentrations were below the LOQ, we set them to half of the LOQ. Several error models were investigated (i.e., multiplicative and additive error models) to describe residual variability. An exponential model was used for intersubject variability (ISV). Only significant ISVs on pharmacokinetics were kept. The effect of each patient covariate was systematically tested via generalized additive modeling on the basic model. Continuous covariates (CO) such as BW, gestational age, creatinine, height, and body surface area were tested according to the following equation, using CL as an example,
, where
CL is the typical value of clearance for a patient with the median covariate value and
is the estimated influential factor for the continuous covariate. When a covariate was missing, it was set to the median value from all the other women. Categorical covariates (CA; CA is 0 or 1) were tested according to
for inducing effect or
for inhibitory effect. The type of delivery (TD) was tested according to
, where DEL is delivery, DEL = 1 before delivery, and DEL = 0 after delivery. A covariate was kept if its effect was biologically plausible; it produced a minimum reduction of 6.63 in the objective function value (OFV) and a reduction in the variability of the pharmacokinetic parameter, assessed by the associated ISV. An intermediate model with all significant covariates was obtained. A backward elimination phase was finally performed by deleting each covariate from the intermediate model to obtain the final model, using a likelihood ratio test.
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FIG. 1. Population pharmacokinetic model for the simultaneous prediction of FTC concentrations in the mother, the cord blood (top), and the neonate (bottom). A two-compartment model with first-order absorption and elimination best described maternal data. For cord blood FTC concentrations, an "effect" compartment is modeled as a virtual compartment linked to the maternal plasma compartment by a first-order process. After delivery, the fetal compartment is disconnected, and the neonate has his own elimination. F denotes bioavailability, D the maternal FTC dose, ka the absorption rate constant, CL the maternal elimination clearance from the central compartment, V1 the volume of the central maternal compartment, Q2 the maternal intercompartmental clearance, V2 the volume of the peripheral maternal compartment, k1F the mother-to-fetus transfer rate constant, kF1 the fetus-to-mother transfer rate constant, kF0 neonate elimination rate constant, VF the neonate volume of distribution, BWM the maternal BW, and BWF the neonatal BW.
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FTC concentration profiles were simulated and compared with the observed data, thanks to the visual predictive check method, in order to validate the model. More precisely, the vector of pharmacokinetic parameters from 1,000 patients was simulated using the final model. Each parameter vector was drawn in a log-normal distribution, with a variance corresponding to the ISV previously estimated. A simulated residual error was added to each simulated concentration. The simulations were performed using NONMEM. The 5th, 50th, and 95th percentiles of the simulated concentrations at each time were then overlaid on the observed concentration data by using the R program, and a visual inspection was performed.
Maternal FTC concentrations after administration of 400 mg FTC to mothers before delivery and placental transfer. After the administration of 400 mg FTC to each pregnant woman, minimal (Cmin) and maximal (Cmax) plasma FTC concentrations and areas under the concentration-time curve (AUCs) were derived from the estimated individual pharmacokinetic parameters. Median values and ranges were calculated and compared to data in the literature from other adults. At delivery, cord (i.e., fetal) and maternal plasma FTC concentrations were determined. The ratio of fetal to maternal FTC concentrations was calculated, and its variation as a function of the delay between drug uptake and delivery was followed. In order to better evaluate placental transfer, for the 400-mg dose administered to the mother, maternal and neonatal AUCs were estimated, and the ratio between neonatal and maternal AUC was calculated.
Determination of the optimal dosing scheme for newborns.
The optimal timing for FTC administration to the newborns was determined in order to obtain exposure similar to that observed in adults [i.e., (AUC0
24 h)neonates = 10.4 mg/liter·h) and to guarantee newborn FTC concentration of >0.077 mg/liter (i.e., residual adult FTC concentration), before the administration to the neonate and as long as possible after administration to the neonate. The target minimal concentration of 0.077 mg/liter corresponds to the mean minimal concentration for 200 mg FTC administered once daily in adults in three previous studies (0.071 mg/liter in a Zhong et al. study [18], 0.075 mg/liter in a Blum et al. study [5], and 0.085 mg/liter in a Ramanathan et al. study [15]). The following hypotheses were necessary: (i) neonates have the same bioavailability and absorption rate as their mothers, and (ii) the neonatal volume of distribution VF is proportional to the maternal volume of distribution on a BW basis, i.e., VF = (V1 + V2) x BWneonate/BWMother. Neonatal AUC was calculated taking into account both neonatal administration and mother-to-fetus drug transfer. As adults receive 200-mg doses or 3 mg/kg, a 3-mg/kg administration was simulated, and this dose was modified in order to obtain a neonatal AUC0
24 h close to 10.4 (median AUC for adults after a 200-mg dose). Different administration schemes were simulated in the neonates; 1, 2, or 3 mg/kg was administered 1 h after birth and 2 mg/kg 12 h after birth.
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TABLE 1. Characteristics of the HIV-infected pregnant women (n = 38) enrolled in the pharmacokinetic study of the TEmAA ANRS 12109 trial, step 1
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Figure 2 displays FTC observed and predicted plasma concentrations as a function of time for the mother, the cord blood, and the neonate. To better visualize neonatal concentrations, cord blood concentrations were reported on the graph at time zero. Table 2 summarizes the final population pharmacokinetic estimates. Final model performance was appreciated by comparing population-predicted plasma concentrations and individual predicted plasma concentrations to observed plasma concentrations, and population weighted residuals versus predicted concentrations, and versus time for FTC (not shown).
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FIG. 2. (Left) Observed ( ) and population-predicted (line) maternal FTC concentrations versus time. (Right) Observed ( ) and population-predicted (lines) FTC concentrations in cord blood (top) and neonatal plasma (bottom) versus time.
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TABLE 2. Population pharmacokinetic parameters of FTC from the final model for HIV-infected pregnant women (n = 38) after receiving 400 mg of FTC at the start of the labor and for their neonates (n = 32) enrolled in the TEmAA ANRS 12109 trial, step 1a
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FIG. 3. Evaluation of the final model. Comparison between the 5th (lower dashed line), 50th (full line), and 95th (upper dashed line) percentiles obtained from 1,000 simulations and the observed data ( ) for FTC concentrations in mother (left panel), cord blood (middle panel), and neonate (right panel).
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TABLE 3. Maternal minimal and maximal concentrations (Cmin and Cmax) and AUCs derived from women's individual pharmacokinetic estimates, after a 400-mg FTC dose was administered to each of the HIV-infected pregnant women (n = 38) enrolled in the TEmAA ANRS 12109 trial, step 1, compared to median values for other adults after a 200-mg FTC dose at steady state
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FIG. 4. (Top) Population-predicted FTC concentrations in the mother (full line) and her neonate (dashed line) (cord blood equation before delivery and neonatal equation after) versus time for 2-h (left panel), 6-h (middle panel), or 12-h (right panel) delays between drug administration and delivery time. (Bottom) Neonatal to maternal FTC AUC ratio as a function of the delay between drug administration and delivery time.
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24 h values, and the time during which neonatal concentrations remained >0.077 mg/liter for 1, 2, or 3 mg/kg at 1 h after birth and 2 mg/kg at 12 h after birth. If FTC was only administered to the mother, thanks to placental transfer, it would produce a neonatal AUC0
24 h of 8.2 mg/liter·h. Administering, as a single dose, 1 mg/kg of FTC 1 h after birth or 2 mg/kg 12 h after birth would allow the neonate to obtain same exposition as adults. These results were obtained assuming a neonatal volume of distribution (VF) proportional to the maternal volume of distribution on a BW basis [mean VF = (V1+V2) x BWneonate/BWMother
(127 + 237) x 2.8/60.3
16.9 liters]. However, 1 mg/kg administered 1 h after birth would produce an AUC0
24 h of 9.2 mg/liter·h and a concentration of >0.077 mg/liter during 34 h if VF was in reality two times higher than in the assumption. This dose would produce an AUC0
24 h of 12.0 mg/liter·h and a concentration of >0.077 mg/liter during 40.2 h if the true VF was two times lower than assumed. In both cases, even with a 100% error in the neonatal volume of distribution, the AUC0
24 h was close to 10.4 mg/liter·h. |
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TABLE 4. Neonatal parameters estimated for administrations of 0, 1, 2, and 3 mg FTC/kg 1 h after birth and 2 mg/kg 12 h after birth (TEmAA ANRS 12109 trial, step 1)
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Population-predicted maternal, cord blood, and neonatal concentrations were well correlated with observed concentrations. The population model was validated, thanks to the visual predictive check method.
In pregnant women, the AUC obtained from our population model was decreased (i.e., 14.3 mg/liter·h for a 400-mg dose and 7.15 mg/liter·h for a 200-mg dose) compared to that for nonpregnant adults (10.7 mg/liter·h for a 200-mg dose). This is in agreement with the PATCG/IMPAACT P1026 study which reports, during the third trimester of pregnancy, a median AUC of 8.6 mg/liter·h for a 200-mg dose (3).
As shown in Table 3, despite a higher elimination clearance in pregnant women than in nonpregnant adults, the 400-mg FTC administration before delivery produces higher exposure than does the 200-mg administration in other adults at steady state. Calculating FTC clearance as a dose-to-AUC ratio, we found 28.0 liters/h for pregnant women (our study), compared to 18.7 liters/h (4, 18) and 20.4 liters/h for other adults (15). FTC clearance was increased by 37 or 50%. FTC is primarily excreted by the kidney by both glomerular filtration and tubular secretion, with 86% recovery of the dose achieved in urine, as described in the full prescribing information for Truvada (http://www.gilead.com/pdf/truvada_pi.pdf). During pregnancy, renal plasma flow increases by 25 to 50% and glomerular filtration rate by 50%, which should have enhanced FTC elimination (13). The lowest FTC clearance increase in the PATCG/IMPAACT P1026 study (23.3 liters/h versus 28.0 liters/h in our study) may be due the sampling time during pregnancy (third trimester versus the day of delivery in our study). None of the covariates tested had an effect on maternal absorption or elimination clearance.
No data were reported on FTC placental transfer. In this study, from one sample at delivery (at various times after drug administration) in each mother-cord blood pair, we could draw maternal and cord blood concentration curves as a function of the delay and estimate intersubject and residual variabilities. Placental transfer was estimated as fetal- to maternal-exposure ratio to the drug. We found a relatively constant ratio of 80% for a delivery occurring at least 4 h after maternal drug administration. This transfer seems to be due mainly to a passive diffusion of the drug through the placenta. Data about active transport are missing.
Cord blood concentrations were relatively high (0.72 mg/liter) compared to the adult minimal concentrations previously reported (0.07 mg/liter). This was due to both a good placental transfer of the drug and a higher exposure in mothers; with 400 mg of FTC at delivery time, maternal exposure was higher than the exposure with 200 mg in nonpregnant adults. So, even if women delivered a long time after drug intake, cord blood concentrations should remain over the adult minimal concentration. However, readministering two tablets of Truvada to the mother after 12 h of labor (if she did not deliver yet, as suggested for tenofovir [unpublished data]) would produce reasonable cord blood FTC concentrations (similar to cord blood concentrations of neonates born 5 h after first maternal drug intake).
The FTC median neonatal half-life was 10.6 h, in agreement with the Blum et al. study reporting half-lives of 12.5 h in neonates from birth to 21 days, 11.5 h for 22- to 42-day-old infants, and 11.8 h for 43- to 90-day-old children (5). Moreover, these half-lives are comparable to those for children (9.3 to 11.7 h for 2- to 17-year-old children) (17) and adults (10.5 h in the Blum et al. study, 9.4 h in the Zhong et al. study, and 8.3 h in the Ramanathan et al. study) (4, 15, 18).
Since the model was validated, thanks to the visual predictive check method, it was used to simulate the optimal dosage. For this, it was assumed that the child had the same absorption rate and bioavailability as the mother and that its volume of distribution was proportional to the total maternal volume distribution on a BW basis. Accordingly, in our model, the mean volume of distribution was 16.9 liters for a child weighing 2.7 kg at birth, which is close to the volume of distribution of 14 liters (t1/2 = 12.5 h and CL = 13 ml/min) found in the 18 children from days 0 to 21 of the Blum et al. study (5). Moreover, even with a 100% error in the neonatal volume of distribution, the AUC0
24 h and the time during which the concentration was >0.077 mg/liter showed a <20% change. The optimal single neonatal dose was determined in order to obtain an exposure in neonates similar to the known exposure in adults (i.e., 10.4 mg/liter·h) and concentrations above the residual adult concentration (0.077 mg/liter) before and as long as possible after neonatal administration. Criteria were based on plasma FTC concentrations, although intracellular FTC triphosphate concentrations would have been more appropriate to follow the pharmacologically active part of FTC. It was also supposed that the enzymes of phosphorylation were matured in the neonates (16). For practical reasons, we suggest that FTC should be administered to the neonate at the same time as tenofovir (unpublished data). As previously shown, tenofovir should be administered quickly after birth, i.e., 1 hour after delivery, so we simulated concentrations obtained with 1, 2, or 3 mg FTC/kg given 1 hour after birth to the neonate. A 2-mg/kg FTC administration given 12 h after birth was also simulated. Taking into account the high exposure of the fetus to the drug due to maternal administration (AUC0
24 h = 8.2 mg/liter·h), only 1 mg FTC/kg was needed 1 hour after birth to reach an AUC0
24 h of 10.1 mg/liter·h. However, if the neonate could only be administered FTC 12 h after birth, the dose would increase to 2 mg/kg. This dosage is recommended for a single administration following birth and not for repeated doses as in the Blum et al. study (5).
In conclusion, the maternal 400-mg FTC administration before delivery produces higher exposure than does the 200-mg administration in other adults at steady state. FTC placental transfer, described by the neonatal- to maternal-exposure ratio, was around 80%. Finally, neonates should receive 1 mg FTC/kg as soon as possible after birth or 2 mg/kg 12 h after birth to have concentrations comparable to those observed in adults. The second step of the TEmAA trial will validate these recommendations.
We greatly thank the local investigators and their staff at the Formations Sanitaires Urbaines de Youpougon and Abobo and the Centre Hospitalier Universitaire de Yopougon in Abidjan, Côte d'Ivoire, the Calmette Hospital and Pasteur Institute in Phnom Penh, Cambodia, and the Perinatal HIV Research Unit and Lesedi Clinic in Soweto, South Africa. We also thank the women who agreed to participate in the trial and their infants. We acknowledge Gilead Sciences for providing the study drugs. D.K.E. was an EDCTP senior fellow from 2005 to 2007.
The TEmAA trial group is constituted as follows. Coinvestigators include Christine Rouzioux, Stéphane Blanche and Jean-Marc Treluyer, Marie-Laure Chaix and Elisabeth Rey (Paris, France), N'dri-Yoman (Abidjan, Côte d'Ivoire), Kruy Leang Sim and Eric Nerrienet (Phnom Penh, Cambodia), and Glenda Gray and James McIntyre (Soweto, South Africa). The trial coordinator is Elise Arrivé (Bordeaux, France). Other members of the TEmAA ANRS 12109 study group (by location and alphabetic order) include the following: Déborah Hirt and Saik Urien (Paris, France); Gérard Allou, Clarisse Amani-Bosse, Divine Avit, Gédéon Bédikou, Kouakou Brou, Patrick Coffié, Patrice Fian, Eulalie Kanga, Broulaye Kone, Suzanne Kouadio, Guy César Kouaho, Jeanne Eliam Kouakou, Sidonie Ngatchou, Touré Pety, Zenica Seoue, and Mamourou Kone (Abidjan, Côte d'Ivoire); Laurence Borand, Pinn Chou, Kearena Chhim, Meng Ly Ek, Viseth Horm Srey, Seng Hout, Sethikar Im, Saroeum Keo, Vannith Lim, Sopheak Ngin, Vara Ouk, Vibol Ung, and the Magna and Maryknoll associations (Phnom Penh, Cambodia); Gail Ashford, Promise Duma, Portia Duma, Sarita Lalsab, Shini Legote, Tshepiso Mabena, Joseph Makhura, Modise Maphutha, Selvan Naidoo, and Mandisa Nyati (Soweto, South Africa). The scientific board includes Bernard Koffi Ngoran (Abidjan, Côte d'Ivoire), Koum Kanal (Phnom Penh, Cambodia), Lynn Morris (Johannesburg, South Africa), Séverine Blesson (ANRS, Paris, France), Camille Aubron-Olivier (Gilead Sciences, Paris, France), Gilles Peytavin (Paris, France), Koen Van Rompay (Davis, CA), and Valériane Leroy (Bordeaux, France). The independent committee includes John Sullivan (Worcester, MA), Philippe Lepage (Brussels, Belgium), Laurent Mandelbrot (Paris, France), Marie-Louise Newell (London, United Kingdom), and Anne-Marie Taburet (Paris, France).
Published ahead of print on 22 December 2008. ![]()
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