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Characterization of Plasma Protein Alterations in Pregnant and Postpartum Individuals Living With HIV to Support Physiologically-Based Pharmacokinetic Model Development

ABSTRACT: Background: Alterations in plasma protein concentrations in pregnant and postpartum individuals can influence antiretroviral (ARV) pharmacokinetics. Physiologically-based pharmacokinetic (PBPK) models can serve to inform drug dosing decisions in understudied populations. However, development of such models requires quantitative physiological information (e.g., changes in plasma protein concentration) from the population of interest. Objective: To quantitatively describe the time-course of albumin and α1-acid glycoprotein (AAG) concentrations in pregnant and postpartum women living with HIV. Methods: Serum and plasma protein concentrations procured from the International Maternal Pediatric Adolescent AIDS Clinical Trial Protocol 1026s (P1026s) were analyzed using a generalized additive modeling approach. Separate non-parametric smoothing splines were fit to albumin and AAG concentrations as functions of gestational age or postpartum duration. Results: The analysis included 871 and 757 serum albumin concentrations collected from 380 pregnant (~20 to 42 wks gestation) and 354 postpartum (0 to 46 wks postpartum) women, respectively. Thirty-six and 32 plasma AAG concentrations from 31 pregnant (~24 to 38 wks gestation) and 30 postpartum women (~2–13 wks postpartum), respectively, were available for analysis. Estimated mean albumin concentrations remained stable from 20 wks gestation to term (33.4 to 34.3 g/L); whereas, concentrations rapidly increased postpartum until stabilizing at ~42.3 g/L 15 wk after delivery. Estimated AAG concentrations slightly decreased from 24 wks gestation to term (53.6 and 44.9 mg/dL) while postpartum levels were elevated at two wks after delivery (126.1 mg/dL) and subsequently declined thereafter. Computational functions were developed to quantitatively communicate study results in a form that can be readily utilized for PBPK model development. Conclusion: By characterizing the trajectory of plasma protein concentrations in pregnant and postpartum women living with HIV, our analysis can increase confidence in PBPK model predictions for HIV antiretrovirals and better inform drug dosing decisions in this understudied population.

SUBMITTER: Zhao S

PROVIDER: S-EPMC8550258 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:ImportanceAmid the opioid epidemic and evolving legal and social changes with marijuana, little is known about substance use among pregnant and postpartum people living with HIV.ObjectivesTo evaluate trends in marijuana, alcohol, and opioid use during pregnancy and the first year postpartum among US people living with HIV and the differences in substance use based on marijuana legalization status.Design, setting, and participantsData from the Surveillance Monitoring for Antiretroviral Toxicities (SMARTT) study of the Pediatric HIV/AIDS Cohort Study were analyzed. SMARTT-enrolled, pregnant people living with HIV at 22 US sites from January 1, 2007, to July 1, 2019, with self-reported substance use data available in pregnancy, 1 year postpartum, or both were assessed.ExposuresCalendar year and state marijuana legalization status.Main outcomes and measuresThe prevalence of any use of each of the following substances was calculated by calendar year, separately for pregnancy and postpartum: marijuana, alcohol, opioid, and concomitant alcohol and marijuana. Log binomial models were fit using general estimating equations to evaluate the mean annual change, accounting for repeat pregnancies. The study also evaluated differences in substance use by state recreational or medical marijuana legalization status.ResultsSubstance use data were available for 2926 pregnancies from 2310 people living with HIV (mean [SD] age, 28.8 [6.1] years; 822 [28.1%] Hispanic, 1859 [63.5%] non-Hispanic Black, 185 [6.3%] White, 24 [0.8%] of more than 1 race, 24 [0.8%] of other race or ethnicity [individuals who identified as American Indian, Asian, or Native Hawaiian or other Pacific Islander], and 12 [0.4%] with unknown or unreported race or ethnicity). Between 2007 and 2019, marijuana use during pregnancy increased from 7.1% to 11.7%, whereas alcohol and opioid use in pregnancy were unchanged. Postpartum alcohol (44.4%), marijuana (13.6%), and concomitant alcohol and marijuana (10.0%) use were common; marijuana use increased from 10.2% to 23.7% from 2007 to 2019, whereas postpartum alcohol use was unchanged. The adjusted mean risk of marijuana use increased by 7% (95% CI, 3%-10%) per year during pregnancy and 11% (95% CI, 7%-16%) per year postpartum. Postpartum concomitant alcohol and marijuana use increased by 10% (95% CI, 5%-15%) per year. Differences in substance use were not associated with recreational legalization, but increased marijuana use was associated with medical marijuana legalization.Conclusions and relevanceIn this cohort study, opioid use among pregnant people living with HIV remained stable, whereas marijuana use during pregnancy and postpartum increased over time and in states with legalized medical marijuana. These patterns of increasing marijuana use among pregnant and postpartum people living with HIV suggest that enhanced clinical attention is warranted, given the potential maternal and child health implications of substance use.

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Characterization of Plasma Protein Alterations in Pregnant and Postpartum Individuals Living With HIV to Support Physiologically-Based Pharmacokinetic Model Development

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