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.
Organisations
- De Montfort University (Lead Research Organisation)
- National Institute for Pharmaceutical Research and Development (Collaboration)
- University of Surrey (Collaboration)
- SimCyp Ltd (Collaboration)
- Fukuoka University (Collaboration)
- GMPharma Limited (Project Partner)
- Charnwood Molecular Ltd (Project Partner)
- Structure Vision Ltd (Project Partner)
- Simcyp Limited (Project Partner)
- Almac Group (UK) (Project Partner)
Publications

Alinda P
(2022)
Nucleation of Supersaturated Flufenamic Acid Cocrystal Solutions in the Presence of a Polymer
in Crystal Growth & Design

Shi K
(2023)
Optimisation of Pharmaceutical Cocrystal Dissolution Performance through a Synergistic Precipitation Inhibition.
in Pharmaceutical research
Description | Pharmaceutical cocrystal dissolution mechanisms have been revealed through combined experimental and modelling approaches, which is a key step to develop mechanistic cocrystal dissolution model. The method developed from the project has been applied for development of a commercial product for a Spanish company called CIRCE Scientific. The product is currently going through a human trial. |
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 | We have developed a novel cocrystal product formulation for a Spanish company (CIRCE Scientific). The product is currently going through a human trial. |
First Year Of Impact | 2023 |
Sector | Chemicals,Healthcare,Pharmaceuticals and Medical Biotechnology |
Impact Types | Societal |
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 | Academic collaboration with University of Surrey |
Organisation | University of Surrey |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We collaborated to apply for an EPSRC project, which has been successful |
Collaborator Contribution | We collaborated to apply for an EPSRC project, which has been successful |
Impact | A collaborative EPSRC project has been successful |
Start Year | 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/ |