BackgroundPrenatal exposure to perfluoroalkyl substances (PFAS) has been associated with lower birth weight in epidemiologic studies. This association could be attributable to glomerular filtration rate (GFR), which is related to PFAS concentration and birth weight.ObjectivesWe used a physiologically based pharmacokinetic (PBPK) model of pregnancy to assess how much of the PFAS–birth weight association observed in epidemiologic studies might be attributable to GFR.MethodsWe modified a PBPK model to reflect the association of GFR with birth weight (estimated from three studies of GFR and birth weight) and used it to simulate PFAS concentrations in maternal and cord plasma. The model was run 250,000 times, with variation in parameters, to simulate a population. Simulated data were analyzed to evaluate the association between PFAS levels and birth weight due to GFR. We compared simulated estimates with those from a meta-analysis of epidemiologic data.ResultsThe reduction in birth weight for each 1-ng/mL increase in simulated cord plasma for perfluorooctane sulfonate (PFOS) was 2.72 g (95% CI: –3.40, –2.04), and for perfluorooctanoic acid (PFOA) was 7.13 g (95% CI: –8.46, –5.80); results based on maternal plasma at term were similar. Results were sensitive to variations in PFAS level distributions and the strength of the GFR–birth weight association. In comparison, our meta-analysis of epidemiologic studies suggested that each 1-ng/mL increase in prenatal PFOS and PFOA levels was associated with 5.00 g (95% CI: –21.66, –7.78) and 14.72 g (95% CI: –8.92, –1.09) reductions in birth weight, respectively.ConclusionResults of our simulations suggest that a substantial proportion of the association between prenatal PFAS and birth weight may be attributable to confounding by GFR and that confounding by GFR may be more important in studies with sample collection later in pregnancy.CitationVerner MA, Loccisano AE, Morken NH, Yoon M, Wu H, McDougall R, Maisonet M, Marcus M, Kishi R, Miyashita C, Chen MH, Hsieh WS, Andersen ME, Clewell HJ III, Longnecker MP. 2015. Associations of perfluoroalkyl substances (PFAS) with lower birth weight: an evaluation of potential confounding by glomerular filtration rate using a physiologically based pharmacokinetic model (PBPK). Environ Health Perspect 123:1317–1324; http://dx.doi.org/10.1289/ehp.1408837
interfering ribonucleic acid; siRNA1-siRNA22, 22 distinct siRNAs used in the in vitro and in vivo studies with data presented in this work; STC, standard template chemistry; t 1/2 , half-life; T max , time at which maximal concentration was observed.
Functional human-on-a-chip systems hold great promise to enable quantitative translation to in vivo outcomes. Here, we explored this concept using a pumpless heart only and heart:liver system to evaluate the temporal pharmacokinetic/pharmacodynamic (PKPD) relationship for terfenadine. There was a time dependent drug-induced increase in field potential duration in the cardiac compartment in response to terfenadine and that response was modulated using a metabolically competent liver module that converted terfenadine to fexofenadine. Using this data, a mathematical model was developed to predict the effect of terfenadine in preclinical species. Developing confidence that microphysiological models could have a transformative effect on drug discovery, we also tested a previously discovered proprietary AstraZeneca small molecule and correctly determined the cardiotoxic response to its metabolite in the heart:liver system. Overall our findings serve as a guiding principle to future investigations of temporal concentration response relationships in these innovative in vitro models, especially, if validated across multiple time frames, with additional pharmacological mechanisms and molecules representing a broad chemical diversity.
NA interference (RNAi) therapeutics use an endogenous mechanism whereby short interfering RNAs (siRNAs) direct the RNA-induced silencing complex (RISC) to sequence matched target transcripts for knockdown 1 . Both lipid nanoparticles and N-acetylgalactosamine (GalNAc) conjugates are clinically validated and approved delivery strategies for liver targets [2][3][4][5][6][7][8] . Building on nearly 2 decades of siRNA design and chemistry optimization [9][10][11][12] , we demonstrate here that, with suitable delivery solutions, the RNAi pathway can be harnessed in extrahepatic tissues, such as the central nervous system (CNS), eye and lung. Multiple CNS diseases, representing some of the highest unmet medical needs and greatest therapeutic challenges, have been associated with dominant gain-of-function mutations, making them suitable candidates for an RNAi-based silencing approach. As such, chemically modified siRNAs have demonstrated potent and sustained silencing in rodents and non-human primates (NHPs); however, using an invasive intracerebroventricular (ICV) administration approach 13 that is not suitable for repeated dosing in humans. Furthermore, technologies enabling siRNA delivery across the blood-brain barrier following a less challenging systemic administration are similarly being explored [14][15][16][17] , which are, however, still in early stages of discovery. In the eye, intravitreal (IVT) dosing of siRNAs has been evaluated in late-stage clinical studies, with few safety concerns, but did not advance further due to lack of efficacy 18 . Recently, the Coronavirus Disease 2019 (COVID-19) pandemic has highlighted the importance of optimizing siRNA delivery to the lung for the treatment of emergent viral respiratory diseases. Although earlier programs have already shown potential clinical benefits of siRNA-based therapeutics in the lung 19 , 2′-O-hexadecyl (C16) conjugates demonstrate enhanced delivery and siRNA uptake into the alveolar and bronchiolar epithelium. Taken together, this work highlights that the combination of a C16 lipophilic modification with our fully chemically modified, metabolically stable siRNAs achieves efficient delivery to the CNS, eye and lung, resulting in a robust and durable gene silencing in rodents and NHPs, with a favorable safety profile. We think that these advances have the potential to generate multiple candidates for investigating clinical safety and efficacy in humans. ResultsOptimization of the siRNA conjugate design. Lipophilic moieties represent one of the earliest approaches to improve cellular uptake and delivery of antisense oligonucleotides (ASOs) and siRNAs to the liver and various other organ systems 20 , including the CNS [21][22][23] . We reasoned that, by carefully optimizing the lipophilicity of chemically modified siRNAs, we could enhance intracellular delivery without compromising broad biodistribution, potency and safety. We used the 2′ position of the ribose sugar backbone to introduce
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.