Mechanistic Multiscale Co-crystal Dissolution Modelling

Lead Research Organisation: De Montfort University
Department Name: School of Pharmacy

Abstract

Dissolution of active pharmaceutical ingredients (APIs) in orally administrated drug products (such as tablets and capsules) is a pre-requisite for absorption within the human body because only dissolved drug molecules are able to diffuse through living tissues. Poorly soluble drugs can lead to a low dissolution rate and poor bioavailability. Therefore, the preparation of less conventional solid forms and more innovative formulation strategies are needed. In this work we aim to address improving the oral bioavailability of poorly soluble drugs using co-crystals, which are defined as bringing an API and one or more other molecular species (called co-formers) in stoichiometric amounts to form a crystal lattice. The advantage of co-crystals is to improve the API solubility, dissolution rate, physical and chemical stability as well as in mechanical properties. Therefore, co-crystallisation of APIs can offer a means of improving the oral bioavailability of poorly soluble drugs without compromising their pharmacological activity. For a single component crystalline compound, the dissolution transient typically terminates when the solubility limit of the drug is reached, with the solution concentration being maintained as long as the system thermodynamics remain unperturbed. In this situation, the rates of dissolution and precipitation are in dynamic equilibrium. However, the understanding of dissolution mechanisms of multi-component co-crystals is very limited. It has been observed that the dissolution of co-crystals can lead to solution-mediated phase transformation (SMPT) where precipitation of the parent drug could take place on the surface of the dissolving co-crystal and/or in the bulk solution due to the "spring" effect where the parent drug solution concentration exceeds that of the crystal. The rates of these two processes, working in opposing directions, define the magnitude and duration of the solubility-enhanced "parachute", that can have direct implications on the drug bioavailability. Therefore, characterizing the recrystallization kinetics is of importance for predicting in vitro and in vivo performance of co-crystals. Additionally, stabilizing (nucleation and growth inhibiting) polymers are normally present within a formulation or in the dissolution medium to delay drug precipitation for maximising the benefits of co-crystals. The kinetics of the solution de-supersaturation event are often much more complex and less well understood. For this reason, through modelling such behaviour we can significantly reduce the experimental burden required to characterize the "spring" and "parachute" effects. Furthermore, through our mechanistic modelling of co-crystal dissolution we will facilitate the development and leverage of clinically relevant dissolution specifications (CRS) and play a key role in the successful prediction of clearance in vivo within physiologically-based pharmacokinetic (PBPK) modelling.

Publications

10 25 50
 
Description Pharmaceutical cocrystal dissolution mechnisms have been revealed through combined experimental and modelling approaches, which is a key step to develop mechanistic cocrystal dissolution model.
Exploitation Route The proposed cocrystal dissolution mechnisms will help formulation scientists to design cocrystal formulations quickly and effectively by identifying proper precipitation inhibition excipients within the formulation.
Sectors Chemicals,Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description Patient-centric Supramolecular Formulations of Novel Antimalarial Drugs from Nigerian Plants
Amount £12,000 (GBP)
Funding ID IES\R2\222004 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2022 
End 11/2024
 
Description explore a novel X-ray technique to monitor co-crystal dissolution in situ for the design of medication
Amount £9,000 (GBP)
Funding ID 14179/15016 
Organisation Daiwa Anglo-Japanese Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start 01/2023 
End 12/2023
 
Description Collaboration with Fukuoka University 
Organisation Fukuoka University
Country Japan 
Sector Academic/University 
PI Contribution we applied for a grant together
Collaborator Contribution we applied for a grant together
Impact We have been suppored by Daiwa Anglo-Japanese Foundation to to stimulate collaborations through workshops to explore a novel X-ray technique to monitor co-crystal dissolution in situ for the design of medication, February and August 2023.
Start Year 2022
 
Description Novel Antimalarial Drugs from Nigerian Plants using cocrystal approaches 
Organisation National Institute for Pharmaceutical Research and Development
Country Nigeria 
Sector Public 
PI Contribution We collaborate to apply for grants together.
Collaborator Contribution We collaborate to apply for grants together
Impact We have been awarded an International Exchanges grant by Royal Society
Start Year 2022
 
Description PBPK software 
Organisation SimCyp Ltd
Country United Kingdom 
Sector Private 
PI Contribution NO
Collaborator Contribution the company provides a free licenceof the software to my group
Impact using the software we have published a reseach paper.
Start Year 2022
 
Description Invited plenary speaker for 9th Annual International Conference on Pharmaceutical Sciences 2-5 May 2022, Athens, Greece. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact the conference on pharmaceutical science.
Year(s) Of Engagement Activity 2022
 
Description Invited plenary speaker for Big Ideas for Neglected Tropical Diseases Discussion Meeting', 7/8, April, 2022, Durham, UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The ambition of this meeting was to build a community interested in developing solutions to Neglected Tropical Diseases (NTDs) potentially realised through a submission to the UKRI Big Ideas call.
Year(s) Of Engagement Activity 2022
 
Description Invited research seminar: Artemisinin cocrystal for bioavailability improvement, 26th August, 2022, China Pharmaceutical University, China. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact invited talk to introduce the group research
Year(s) Of Engagement Activity 2022
 
Description Invited research seminar: Pharmaceutical Cocrystal: Route of Molecules to Patient-Centric Medicines, 21st July, 2022, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, China. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk to introduce the group research
Year(s) Of Engagement Activity 2022
 
Description Invited research seminar: Pharmaceutical Cocrystal: Route of Molecules to Patient-Centric Medicines, University of Bradford, 23rd November, 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact invited talk to introduce the group research
Year(s) Of Engagement Activity 2022
 
Description The Forge: Particle characterization for formulation, 23-24, March 2022, Belfast, UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact It is an academic conference
Year(s) Of Engagement Activity 2022
 
Description • Panellists for PharmaTech Integrates, Glasgow, 17th September, 2022 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact discussion on Applying the rapidly advancing knowledge and technologies for the control of physical form and formulation to enhance product application, performance and safety
Year(s) Of Engagement Activity 2022
URL https://www.lifescienceintegrates.com/pharmatech-integrates-2022-track-1-recorded-sessions/