Computational modelling to evaluate, understand and predict the placental transfer of xenobiotics as an integrated system

Lead Research Organisation: University of Southampton
Department Name: Faculty of Engineering & the Environment

Abstract

During pregnancy the baby in the womb can be exposed to medicines the mother is taking and other poisonous substances she might be exposed to. These drugs and poisons are transferred from the mother to the baby via the placenta, which is the organ that connects the baby in the womb to the mother via the umbilical cord. There is currently a lot of uncertainty around exactly how certain substances cross the placenta and to what extent. This lack of information has resulted in pregnant mothers taking drugs that are potentially unsafe, or in contrast led to the advice to avoid drugs required to make the mother better when that was in fact not necessary. To address these issues it is essential that we understand better how the placenta works. Placental transfer is very complex, therefore in this project we propose to use computer simulations to understand better how substances such as drugs and poisonous substances cross the placenta.

Within the placenta the blood from the mother and the baby's blood coming from the umbilical cord do not mix, instead they are kept separated by particular barrier membranes. These placental membranes contain specific transporter molecules that can take certain substances across (for example nutrients needed by the baby), while excluding others. Transporters can also play an active role, allowing the placenta to protect the fetus by pumping out harmful substances. Although we understand how transport proteins work in isolation, we now need to understand how they all work together, and that is where our computer simulations are needed.

We will use laboratory experiments in which placental cells are grown on a porous filter to form a barrier layer. We will then do experiments with lots of different situations to see how much is being transferred across the membranes and then use our computer simulations to work out what all the membrane transporters were doing. We will then compare these results with those from the so called 'placenta-on-a-chip', which is a little laboratory system in which we mimic the effect of the blood flow in the placenta.

Finally we will take real placentas (donated after birth) into the laboratory and connect them up with pumps on both the maternal and fetal side. This will allow us to study the transfer of medicines without endangering the baby. We can then test precisely if our computer simulations can accurately predict what is going on in the real placenta. By combining computer simulations and experiments in this way we will be able to understand better how the placenta works and to what extent drugs and poisonous substances go across from the mother to the baby in the womb.

Technical Summary

The transfer of xenobiotics from mother to fetus via the placenta is critical in ensuring the safety of pharmaceutical compounds and the evaluation of the impact of environmental toxins. However, understanding placental transfer poses significant challenges of a practical, ethical and fundamental biological nature. Current pharmacokinetic models for placental transfer are largely phenomenological and the key biological question is to unravel the complexity arising from the interactions between the multiple different uptake and efflux transporter proteins on the apical and basal membranes of the placenta.

We propose that computational modelling of placental xenobiotics transfer as an integrated physiological system will allow us to determine the role of individual membrane transporters, as well as their interactions. We will first use human trophoblast cell culture in the Transwell setup to systematically evaluate the placental barrier function in vitro. This will be compared to transfer in the placenta-on-a-chip microfluidic system under well-defined physiological flow conditions. We will measure the transfer of selected probe substrates over a wide range of conditions and combinations of transporter inhibitors, in apical to basal and basal to apical directions. In combination with the model, this will provide enough information to allow us to identify uniquely the contributions of the individual transporters on each placental membrane.

Importantly, the final model will be validated thoroughly using a series of ex-vivo placental perfusion experiments to evaluate its ability to predict transfer for specific new conditions not previously encountered. Thus, this project presents a unique combination of system level computational modelling bridging the gap between in vitro and ex-vivo experiments to obtain for the first time a comprehensive quantitative insight in the transporter interactions governing the placental transfer of xenobiotics from mother to fetus.

Planned Impact

Drug development and safety:
This project will have significant long term impact on drug safety in pregnancy, which will be achieved via advances in quantitative methodologies and biological understanding underpinning treatment, drug development and regulation. This will reduce the costs of drug development and testing and ultimately will impact on quality of life across the life course and in a corresponding reduction in healthcare costs.

Regulation and policy:
In their guidance for industry on pharmacokinetics in pregnancy the FDA highlight the issue of the widespread use of drugs in pregnancy, combined with a severe lack of data even after years of marketing. Supportive evidence from modelling and the critical role of membrane transporters in drug clearance and drug-drug interaction have been recognised by the FDA. In the long term, the biological insight generated using combined experimental-computational methods will impact significantly on government policy by informing regulation on allowable substances, safety and exposure limits. This project will also impact on public engagement in the form of influencing health advice to pregnant women and its implications for lifelong health and wellbeing, with all the associated socioeconomic costs.

Replacement, Reduction and Refinement (3Rs):
This project will benefit the wider pharmaceutical industry via improved in vitro-in vivo extrapolation, avoiding costly late stage failures and leading to savings in drug development. Computational modelling will also avoid ethical issues by reducing the need for animal experiments (including primates), facing reduced societal acceptance.

Biotechnology sector:
This project will create new opportunities in physiologically based computational modelling, which will underpin emerging industries specialised in pharmaceutical modelling and biomedical data analysis. The project will impact directly on training a new generation of highly interdisciplinary scientists, with the ability to combine the analysis of biological systems with an understanding of mathematical and physical principles to deal with real world complexity. This is essential for maintaining UK economic competitiveness in the rapidly developing field of biotechnology and represents one of the key opportunities to maintain our standard of living in the future in the light of ever increasing competition overseas in traditional industry.

Publications

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Cleal JK (2018) A systems perspective on placental amino acid transport. in The Journal of physiology

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Lofthouse EM (2020) Glibenclamide transfer across the perfused human placenta is determined by albumin binding not transporter activity. in European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences

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Lofthouse EM (2019) Ursodeoxycholic acid inhibits uptake and vasoconstrictor effects of taurocholate in human placenta. in FASEB journal : official publication of the Federation of American Societies for Experimental Biology

 
Description During the project we have performed a comprehensive series of experiments studying the placental transfer of antidiabetic drugs from mother to fetus. We have evaluated the relative contribution of transporter proteins in the membrane and the role of binding proteins in the fetal and maternal plasma. In addition, we have identified new routes by which drugs can transfer through the placental barrier via nanoscale pores, with important implications for placental transfer. We have been able to capture this transport and binding behaviour by developing new computational models that allow us to understand the main mechanisms involved and predict how these drugs cross the placenta.
Exploitation Route We envision our methodology can be applied to study the placental transfer of a range of different drugs and xenobiotics.
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

 
Title COMSOL data files for the publication "3D Visualisation of trans-syncytial nanopores provides a pathway for paracellular diffusion across the human placental syncytiotrophoblast" 
Description The zip file contains the COMSOL(COMSOL Multiphysics v5.5; COMSOL AB, Stockholm, Sweden) input files for each of the nanopores simulated in our study "Visualisation of trans-syncytial nanopores provides a pathway for paracellular diffusion across the human placental syncytiotrophoblast" Authors: Rohan M Lewis, Harikesan Baskaran, Jools Green, Stanimir Tashev, Eleni Paleologou1, Emma M Lofthouse, Jane K Cleal, Anton Page, David S Chatelet, Patricia Goggin, Bram G Sengers. The paper to be published in iScience A preprint is also available in Biorxiv doi: https://doi.org/10.1101/2022.01.26.477815 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://eprints.soton.ac.uk/471445/
 
Title Placental perfusion data 
Description Ex-vivo perfusion data investigating the effect of membrane transporters and binding proteins on the trans-placental transfer of antidiabetic drugs. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? No  
Impact The results provides a comprehensive data set, systematically investigating the effect of different input conditions on placental transfer. This has allowed us to develop computational models to identify the key mechanisms involved and predict transport behaviour. 
 
Title Placental transfer model 
Description Computational modelling framework for the placental transport of xenobiotics, incorporating multiple compartments and transport mechanisms, including the effect of protein binding and drug-drug interaction. 
Type Of Material Computer model/algorithm 
Year Produced 2018 
Provided To Others? No  
Impact The model has allowed us to rationalize and identify the key mechanisms involved in placental transport, in comparison with our ex-vivo data experimental data. Model predictions have subsequently been used to plan new targeted experiments to test the hypotheses thus generated. 
 
Title SBF SEM of Human term placental villi 
Description Serial Block Face scanning electron microscopy image stack showing nanopores transversing the placental barrier. EMPIAR-10967 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact This is the first high resolution 3D dataset showing the structure of the placental barrier at the micro level. In addition, this imaging data stack has enabled us to develop 3D image based computational models to quantify the contribution of newly characterised nanopores to placental transfer. See accompanying paper: https://doi.org/10.1101/2022.01.26.477815 
URL https://www.ebi.ac.uk/empiar/EMPIAR-10967
 
Description 'All aboard the Hogwarts Express' - Oxford innovation centre 02/06/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact STEM event aimed at students aged 9-13, communicating the magic of science.
Year(s) Of Engagement Activity 2018
 
Description 'Secret world of gases' - British Science Week - 16/03/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact The event was held at the West Quay Shopping centre, raising the profile of research and its contribution to health and wellbeing among the general public
Year(s) Of Engagement Activity 2018
 
Description Big Bang Science Fair - Winchester Science Centre 23 Feb 2018, 13 Feb 2019, 5 Feb 2020 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact 500 + children of all ages visited the placenta stand where they learnt about how big a fetus is throughout gestation, how the conditions in the womb can alter lifelong health and the role of the placenta in growing a healthy baby.
This included the a-MAZE-ing Placenta, an interactive and educational game that engages the audience leading to a discussion about how environmental factors, drugs and life style choices affect the health of the baby in the womb.
Year(s) Of Engagement Activity 2018,2019,2020
URL https://www.southampton.ac.uk/medicine/research/ids/ids-a-maze-ing-placenta.page
 
Description Crestwood secondary school 04/06/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Speed networking and organ dissection as a way to raise the profile of a career in science
Year(s) Of Engagement Activity 2018
 
Description Doctoral research showcase - University of Southampton 16/05/2018 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact People's Choice First prize for 'the a-MAZE-ing placenta' hands on exhibit was used to engage students and other members of the public in academic research and their future career paths.
Year(s) Of Engagement Activity 2018
 
Description International Women's Day - Speed networking 8/3/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact 200 female KS3 students attended a speed networking event to celebrate International Women's Day, focusing on STEM careers for women.
Year(s) Of Engagement Activity 2018
 
Description Interview for the STEM network, Februrary 2018 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Interview to explain the work done in the placental group and its importance in terms of healthy lifestyle choices and their impact on the developing fetus.
Year(s) Of Engagement Activity 2018
 
Description Lifelab 'meet the scientist' 26/4/2018, 8/5/2018, 30/10/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 15-30 year 9 pupils attended a meet the scientist session in which they were able to ask questions about the career of the scientist, what a normal day is like and learn about the placenta in pregnancy
Year(s) Of Engagement Activity 2018
URL https://www.southampton.ac.uk/lifelab/index.page
 
Description New Forest Show - 25/07/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact 'The a-MAZE-ing placenta', a game designed to get members of the public thinking about what makes a healthy baby, lifestyle choices and the role of the placenta.
Year(s) Of Engagement Activity 2018
 
Description Science and Engineering festival University of Southampton 16/3/2019 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact 200 + parents and children visited the Health section of the Science and Engineering Festival where they took part in 'The a-MAZE-ing placenta', a game designed to get children thinking about what makes a healthy baby and the role of the placenta.
Year(s) Of Engagement Activity 2019
URL https://www.southampton.ac.uk/per/university/festival/science-and-engineering-day.page
 
Description Taunton's sixth form college - 14/06/2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact STEM event - women in science speed networking, raising the profile of a career in this area
Year(s) Of Engagement Activity 2018
 
Description Wristbands and wellies girl guides festival 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Placental stand raising awareness among young female participants on how environmental factors, drugs and life style choices affect the health of the baby in the womb.
Year(s) Of Engagement Activity 2018