Digital Design and Manufacture of Amorphous Pharmaceuticals (DDMAP)
Lead Research Organisation:
UNIVERSITY OF STRATHCLYDE
Department Name: Institute ofPharmacy and Biomedical Sci
Abstract
The Digital Design and Manufacture of Amorphous Pharmaceuticals (DDMAP) Centre will create a new international collaboration bringing together a world-leading group of researchers from the UK (University of Strathclyde), Denmark (University of Copenhagen) and Belgium (Ghent University) to deliver a step change in fundamental understanding of amorphous materials in order to apply to real industrial challenges in medicines manufacturing. Amorphous materials are different from the crystalline materials commonly used in medicines and offer substantial opportunities to address challenges in current products including improved processing, stability and overall performance in patients.
The centre's will address key research questions that underpin the selection, production and application of amorphous molecular solids in medicines development and manufacture. Research is split across four work packages, WP1-4:
WP1 will establish a unique Amorphous Pharmaceuticals Database (APDb) as a research platform to share data across the project, inform model development and disseminate data with the wider community. Specific research aims include establishing a predictive Amorphous Stability Index (ASI) for drug molecules and to investigate the solid-state structure of amorphous drugs as well as co-amorphous and drug-polymer systems using techniques including X-ray PDF, modelling and refinement approaches. This work will allow us to better understand how these materials behave and how best to exploit them in manufacturing processes.
WP2 will develop predictive methodologies and tools for right-first-time amorphous pharmaceutical processing via Hot Melt Extrusion (HME), the process of applying heat and pressure to melt a material, and subsequent dose form processing steps including compression and 3D printing. The team will exploit advanced continuous processing and analytical capabilities available across all three partners and through powerful x-rays, to investigate transformations and stability of amorphous materials during key secondary processing steps such as milling, compaction, drying and additive manufacturing.
WP3 will investigate the mechanisms and structural changes of drug release from amorphous dosage forms in biorelevant media, e.g. that simulate stomach and intestinal fluids, to develop models for performance prediction of amorphous solid dosage forms in patients. Drawing on progress in WP1 and 2 the extensive dissolution and analytical capabilities across the international partners will identify drug release mechanisms and physical transformations that occur in systems during use. We will modify composition and structure to achieve control over release.
WP4 will be managed by the project team to strengthen collaboration across the researchers and partners through sharing data, training, best practices and learning. Mobility and knowledge exchange between centres will be promoted through Faculty and Researcher exchanges with face-to-face progress meetings rotating round centres. Regular virtual meetings will be used to agree plans and track progress. Digital tools (MIRO, Electronic Laboratory Notebooks - ELN) and data management plans will ensure ongoing comms across DDMAP and a digital comms plan will ensure timely dissemination of outputs and outcomes with the international academic and industrial communities. Industrial case studies that integrate outputs from WP1-3 will be disseminated and promoted globally through networks, social media and virtual events anticipated to outreach to tens of thousands based on current network reach analytics. These include examples such as an open access database for amorphous materials (APDb) and access to developed amorphous indexing tool.
The centre's will address key research questions that underpin the selection, production and application of amorphous molecular solids in medicines development and manufacture. Research is split across four work packages, WP1-4:
WP1 will establish a unique Amorphous Pharmaceuticals Database (APDb) as a research platform to share data across the project, inform model development and disseminate data with the wider community. Specific research aims include establishing a predictive Amorphous Stability Index (ASI) for drug molecules and to investigate the solid-state structure of amorphous drugs as well as co-amorphous and drug-polymer systems using techniques including X-ray PDF, modelling and refinement approaches. This work will allow us to better understand how these materials behave and how best to exploit them in manufacturing processes.
WP2 will develop predictive methodologies and tools for right-first-time amorphous pharmaceutical processing via Hot Melt Extrusion (HME), the process of applying heat and pressure to melt a material, and subsequent dose form processing steps including compression and 3D printing. The team will exploit advanced continuous processing and analytical capabilities available across all three partners and through powerful x-rays, to investigate transformations and stability of amorphous materials during key secondary processing steps such as milling, compaction, drying and additive manufacturing.
WP3 will investigate the mechanisms and structural changes of drug release from amorphous dosage forms in biorelevant media, e.g. that simulate stomach and intestinal fluids, to develop models for performance prediction of amorphous solid dosage forms in patients. Drawing on progress in WP1 and 2 the extensive dissolution and analytical capabilities across the international partners will identify drug release mechanisms and physical transformations that occur in systems during use. We will modify composition and structure to achieve control over release.
WP4 will be managed by the project team to strengthen collaboration across the researchers and partners through sharing data, training, best practices and learning. Mobility and knowledge exchange between centres will be promoted through Faculty and Researcher exchanges with face-to-face progress meetings rotating round centres. Regular virtual meetings will be used to agree plans and track progress. Digital tools (MIRO, Electronic Laboratory Notebooks - ELN) and data management plans will ensure ongoing comms across DDMAP and a digital comms plan will ensure timely dissemination of outputs and outcomes with the international academic and industrial communities. Industrial case studies that integrate outputs from WP1-3 will be disseminated and promoted globally through networks, social media and virtual events anticipated to outreach to tens of thousands based on current network reach analytics. These include examples such as an open access database for amorphous materials (APDb) and access to developed amorphous indexing tool.
Organisations
- UNIVERSITY OF STRATHCLYDE (Lead Research Organisation)
- University of Copenhagen (Collaboration, Project Partner)
- Novartis (Collaboration)
- Takeda Pharmaceutical Company (Collaboration)
- Astrazeneca (Collaboration)
- Pfizer Inc (Collaboration)
- University of Ghent (Collaboration)
- University of Strathclyde (Collaboration)
- Cambridge Crystallographic Data Centre (Collaboration)
- University of Parma (Collaboration)
- AstraZeneca (Project Partner)
- Lek Pharmaceuticals (Project Partner)
- Cambridge Crystallographic Data Centre (Project Partner)
- Ghent University (Project Partner)
Publications
Bordos E
(2025)
Probing the interplay between drug saturation, processing temperature and microstructure of amorphous solid dispersions with synchrotron X-ray phase-contrast tomography.
in International journal of pharmaceutics
Jolliffe HG
(2024)
A modified Kushner-Moore approach to characterising small-scale blender performance impact on tablet compaction.
in International journal of pharmaceutics
Ma M
(2024)
Impact of immediate release film coating on the disintegration process of tablets.
in Journal of controlled release : official journal of the Controlled Release Society
Maclean N
(2026)
Empowering the pharmaceutical workforce for the digital future.
in European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences
Smith AD
(2026)
Process optimization in pharmaceutical hot-melt extrusion: real-time volatile detection via SIFT-MS combined with multivariate analysis.
in International journal of pharmaceutics
| Title | CMAC Transforming Medicines Development, Manufacture & Supply |
| Description | Public engagement video to introduce the use of industrial digital technologies in the manufacture of medicines. |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2025 |
| Impact | TBC |
| Description | Key findings have focused on the development of new automated workflows for screening of amorphous and multi-component amorphous pharmaceuticals providing data rich results for inclusion in an amorphous pharmaceutical database. This allows for the efficient and effective development of processes, gaining process understanding, saving time, reducing risk and reducing resource requirements in the development of multi-component amorphous pharmaceutical systems. A stability screening platform has been developed to monitor amorphous stability over time giving insight into future manufacturing properties during processing. The outputs of this work have been used in a collaborative project with AstraZeneca to improve amorphous understanding. International co-author publications relating to these outputs are currently in draft and will be submitted shortly. The project has generated extensive solubility-temperature phase diagrams for drug in polymer (ASD) across a combination of 6 API and 6 Polymer (36 systems). Using our unique in house developed high throughput screening system from WP1 we have validated the predicted drug polymer solubilities from the high throughput screening method using our in house developed in line low frequency Raman in hot melt extrusion. This work has also been drafted for peer review publication. The use of Optical Coherence Tomography (OCT) via dissolution experiments of extrudate has provided insight into mechanistic understanding of the structural changes during drug release from amorphous dosage forms. The experimental methodology developed during DDMAP for collecting simultaneous OCT images and API release data has been selected for automation into a dissolution datafactory. This will allow amorphous drug products to be tested in a high-throughput, information rich fashion. This work is currently ongoing. Our previous workflow has been updated over the project, benefiting from additional capital investment from our UKRPIF Round 7 CMAC Data Lab programme to enable a data platform, further use of co-botics and automation, advanced GPU-accelerated computational and simulation approaches and extended analytical tools to be utilised. The suite of PhD projects are also benefiting from access to new state-of-the-art process technology platforms to address the impact of manufacturing history on amorphous solid structure, properties and stability. |
| Exploitation Route | The outcomes of this project will produce vital information for pharmaceutical industry to gain better understanding on the use and stability of amorphous pharmaceuticals, offering substantial opportunities to address challenges in current products including improved processing, stability and overall performance in patients. This may be progressed through the industry partners of the project, but will also be amplified through the other CMAC Tier 1 membership of ten large pharma including AstraZeneca, Chiesi, Lilly, Pfizer, Roche, Sanofi, Takeda, UCB. The automated datafactory will have potential direct application via translation and knowledge exchange with industry and the open access amorphous materials database will benefit both industrial and academic researchers. |
| Sectors | Pharmaceuticals and Medical Biotechnology |
| Description | Impacts of the project are beginning to be realised, the research programme has generated significant interest from several of CMAC's Tier 1 members. A proprietary project using the technology developed within DDMAP has already been completed with a large pharma company. Several other of CMAC's Tier 1 partners have also shown considerable interest in the datafactory framework and potential for adoption, in the application of methods to novel APIs and CMC development processes. Through the use of the developed integrated workflows from sample preparation, through storage and stability to data extraction, the developed predictive tools have been used to inform industry practice and enable academic researchers to train and evaluate new models. This co-authored work with industry is in draft and will be submitted for publication shortly. More generally, the international collaborations as part of DDMAP have enabled our PhD students and researchers to gain invaluable experience of collaboration between researchers in different EU countries and we will see co-authored research publications emerge in the coming 12 months. |
| First Year Of Impact | 2026 |
| Sector | Pharmaceuticals and Medical Biotechnology |
| Impact Types | Cultural Economic |
| Description | CDT Collaboration training workshop |
| Geographic Reach | National |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Impact | Closer collaboration of researchers working in amorphous pharmaceuticals and crystallisation screening datafactory including sharing of best practice, datasets and experimental direction. |
| Description | Membership of the Skills subgroup of Medicines Manufacturing Industry Partnership (MMIP) |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Impact | MMIP has identified six objectives for medicines manufacturing skills in the UK: 1: Promote the Medicines Manufacturing Industry and careers within it 2: Create apprenticeships standards to enable companies to use the Apprenticeship Levy 3: Share and promote good practice for training and skills development 4: Address the low level of practical skills in graduates and other new-starters 5: Address the issues arising from there being relatively small national cohorts for education and training in a number of critical skills areas 6: As part of the ATMP Taskforce recommendations, deliver an End to End Talent Management Plan for the sector and establish a Skills and Training Academy for the UK |
| URL | https://www.abpi.org.uk/r-d-manufacturing/medicines-manufacturing-industry-partnership-mmip/ |
| Description | Supervision of MSc students |
| Geographic Reach | Local/Municipal/Regional |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Description | Training on OCT dissolution experiments and analysis for amorphous pharmaceuticals |
| Geographic Reach | National |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Description | Accelerating Structural relaxation in amorphous solids through pressure treatment |
| Amount | £67,845 (GBP) |
| Organisation | CMAC membership board |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2026 |
| End | 09/2030 |
| Description | Amorphous screening datafactory for co-amorphous materials |
| Amount | £135,691 (GBP) |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2026 |
| End | 09/2030 |
| Description | CERSI EOI - A regulatory Science Network for the Digital Transformation of Medicines Development and Manufacturing |
| Amount | £50,000 (GBP) |
| Funding ID | 10113547 |
| Organisation | Innovate UK |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2024 |
| End | 08/2024 |
| Description | Co-Processing of Amorphous Solid Dispersions via Co-Precipitation |
| Amount | £85,139 (GBP) |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2023 |
| End | 03/2027 |
| Description | DPN-MED: digital plug and produce network for sustainable medicines development and manufacturing |
| Amount | £93,472 (GBP) |
| Funding ID | 10146161 |
| Organisation | Innovate UK |
| Sector | Public |
| Country | United Kingdom |
| Start | 01/2025 |
| End | 06/2025 |
| Description | Data-driven amorphous and co-amorphous API-excipient compatibility datafactory |
| Amount | £67,845 (GBP) |
| Organisation | University of Strathclyde |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 09/2026 |
| End | 09/2030 |
| Description | Deep learning models for dissolution dynamics of amorphous formulations in patient-specific gastrointestinal geometry |
| Amount | £143,691 (GBP) |
| Organisation | Imperial College London |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 09/2026 |
| End | 09/2030 |
| Description | EPSRC MediForge Hub: Industry 5.0 Medicines Manufacturing Research Hub |
| Amount | £11,895,078 (GBP) |
| Funding ID | EP/Z532964/1 |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 05/2024 |
| End | 06/2031 |
| Description | Framework to Rational Amorphous API Development |
| Amount | £135,871 (GBP) |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2023 |
| End | 09/2027 |
| Description | Knowledge Transfer Partnership (KTP): Pair Distribution Function (PDF) Analysis |
| Amount | £195,360 (GBP) |
| Funding ID | Ref No 10013866 (KTP No 13050) |
| Organisation | AstraZeneca |
| Sector | Private |
| Country | United Kingdom |
| Start | 08/2022 |
| End | 09/2024 |
| Description | Miniaturised CPS enabled experimental apparatus to understand drug dissolution under biorelevant conditions |
| Amount | £67,845 (GBP) |
| Organisation | CMAC membership board |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2026 |
| End | 09/2030 |
| Description | Prediction of Manufacturability and Transformations During Amorphous Pharmaceuticals Processing |
| Amount | £84,491 (GBP) |
| Organisation | University of Strathclyde |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 09/2022 |
| End | 03/2026 |
| Description | Prediction of Structure of Amorphous Pharmaceuticals |
| Amount | £85,139 (GBP) |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 09/2022 |
| End | 03/2026 |
| Description | Saltire Emerging Researcher Visits |
| Amount | £5,800 (GBP) |
| Organisation | The Scottish Universities Physics Alliance (SUPA) |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 04/2022 |
| End | 07/2022 |
| Title | Amorphous screening datafactory |
| Description | An end-to-end automated workflow which enables high throughput screening of amorphous solid dispersion (ASD) stability integrated with a machine learning model for the prediction of ASD stability. The platform uses automated dosing of selected API-polymer ratio mixtures which are then continuously analysed in a bespoke storage solution at controlled temperature and humidity conditions. In storage polarised light images are collected and automatically analysed using an image analysis model. Onset of crystallisation and growth metrics are captured, which are then fitted toa kinetic model. The data outputs are fed into the predictive model which is then used to feed into the next experimental run. The platform can rapidly analyse multiple APIs and polymers(current dataset comprised of 32 APIs with 5 polymers at varying compositions) using minimum (30 micrograms) material per sample. The three complimentary storage set-ups analyse 1152 samples simultaneously collecting over 40,000 datapoints per day. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2026 |
| Provided To Others? | No |
| Impact | Outputs from the screening platform have been used to inform scale-up using hot-melt extrusion (HME). This has enabled significant material/ cost savings. The screening step (for a given API-polymer system) uses <1mg total. A target stable drug load is then passed to HME, allowing much fewer compositions to be tested to find the stable mixture. |
| Title | OCT Dissolution for analysis of drug release in amorphous pharamceuticals |
| Description | An integrated approach utilising optical coherence tomography (OCT) to investigate the drug release mechanisms of hot-melt extruded amorphous solid dispersions featuring in-situ OCT imaging and continuous UV-vis monitoring of drug release. OCT provided high-resolution, time resolved visualization of structural transformations within the dissolving extrudates, while UV-vis spectroscopy quantified API release kinetics. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2025 |
| Provided To Others? | No |
| Impact | Paper submitted to Journal of Pharmaceutical Science (under review). Methodology identified by Takeda for application to one of their products. The technology has now been used successfully within a industry project within CMAC's National Facility. |
| Title | SIFT-MS with thermogravimetric analysis and inline with hot melt extrusion |
| Description | We have combined SIFT-MS with thermogravimetric analysis and inline with hot melt extrusion. This is to monitor volatile components from the polymer-drug formulation as a function of temperature and shear. This is to inform viable processing windows for hot melt extrusion that avoid potential thermal/mechanically induced degradation of the system. We have now extended the application for generation of amorphous solid dispersions to spray drying routes. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2026 |
| Provided To Others? | Yes |
| Impact | The research provides a novel process-analytical approach for hot-melt extrusion that enables real-time detection of chemical changes during processing. This supports better control of processing windows and enhances the reliability of continuous pharmaceutical manufacturing. |
| Title | Predictive model for API-polymer physical stability |
| Description | Predictive model for API-polymer physical stability has been developed using data generated from the amorphous screening platform. Model is ~80% accurate in predicting stable drug loads and polymer selection. |
| Type Of Material | Computer model/algorithm |
| Year Produced | 2026 |
| Provided To Others? | No |
| Impact | Model has been integrated into the screening workflow to further reduce the experimental/ material burden, enabling targeted sample preparation and increased throughput of different chemical entities. |
| Description | AstraZeneca - Hub Tier 1 Partner |
| Organisation | AstraZeneca |
| Department | Research and Development AstraZeneca |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | University of Strathclyde are the lead organisation of the CMAC Future Manufacturing Research Hub . |
| Collaborator Contribution | AstraZeneca are Tier 1 members of CMAC. |
| Impact | CMAC Future Manufacturing Research Hub governance includes Tier 1 inputs to Industry Board and Technical Committee. Tier 1s are involved in Mentor Groups and Placements for PhD students, and other researchers. |
| Start Year | 2017 |
| Description | AstraZeneca - Hub Tier 1 Partner |
| Organisation | University of Strathclyde |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | University of Strathclyde are the lead organisation of the CMAC Future Manufacturing Research Hub . |
| Collaborator Contribution | AstraZeneca are Tier 1 members of CMAC. |
| Impact | CMAC Future Manufacturing Research Hub governance includes Tier 1 inputs to Industry Board and Technical Committee. Tier 1s are involved in Mentor Groups and Placements for PhD students, and other researchers. |
| Start Year | 2017 |
| Description | Astrazeneca |
| Organisation | AstraZeneca |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | Undertaking research that has outputs relevant to the industry partners |
| Collaborator Contribution | AstraZeneca are providing expertise and intellectual input to the direction of the research project through discussions at project meetings. |
| Impact | None yet. |
| Start Year | 2022 |
| Description | CCDC are Tier 2 Members of CMAC - Hub |
| Organisation | Cambridge Crystallographic Data Centre |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | University of Strathclyde is the lead organisation of the CMAC Future Manufacturing Research Hub |
| Collaborator Contribution | CCDC are Tier 2 members of CMAC. They jointly supported a PhD aligned with Hub and assisted with delivery of the Lovastatin project by use of the CCDC reporting tools. The Hub uses the databases as part of the Quality by Digital Design approach. |
| Impact | CMAC Future Manufacturing Research Hub works with Tier 2 Technology providers to solve specific challenges as part of the overall research programme. |
| Start Year | 2019 |
| Description | Cambridge Crystallographic Data Centre |
| Organisation | Cambridge Crystallographic Data Centre |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Undertaking research that has outputs relevant to the industry partners |
| Collaborator Contribution | CCDC are providing expertise and intellectual input to the direction of the research project through discussions at project meetings. |
| Impact | none yet |
| Start Year | 2022 |
| Description | Lek Pharmaceuticals |
| Organisation | Novartis |
| Department | Sandoz |
| Country | Germany |
| Sector | Private |
| PI Contribution | Undertaking research that has outputs relevant to the industry partners |
| Collaborator Contribution | Lek Pharmaceuticals are providing expertise and intellectual input to the direction of the research project through discussions at project meetings. They are also contributing material for experiments. |
| Impact | none yet. |
| Start Year | 2022 |
| Description | Pfizer are Tier 1 Members of CMAC - Hub |
| Organisation | Pfizer Inc |
| Department | Pfizer Ltd |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | University of Strathclyde are the lead organisation of the CMAC Future Manufacturing Research Hub |
| Collaborator Contribution | Pfizer are Tier 1 members of CMAC |
| Impact | CMAC Future Manufacturing Research Hub governance includes Tier 1 inputs to Industry Board and Technical Committee. Tier 1s are involved in Mentor Groups and Placements for PhD students, and other researchers. |
| Start Year | 2017 |
| Description | Takeda |
| Organisation | Takeda Pharmaceutical Company |
| Department | Takeda Pharmaceuticals U.S.A., Inc. (TPUSA) |
| Country | United States |
| Sector | Private |
| PI Contribution | Undertaking research that has outputs relevant to the industry partner |
| Collaborator Contribution | Takeda are providing expertise and intellectual input to the direction of the research project through discussions at project meetings |
| Impact | None yet |
| Start Year | 2023 |
| Description | Takeda - are Tier 1 Members of CMAC - Hub |
| Organisation | Takeda Pharmaceutical Company |
| Department | Takeda Pharmaceuticals U.S.A., Inc. (TPUSA) |
| Country | United States |
| Sector | Private |
| PI Contribution | University of Strathclyde are the lead organisation of the CMAC Future Manufacturing Research Hub |
| Collaborator Contribution | Takeda are Tier 1 members of CMAC |
| Impact | CMAC Future Manufacturing Research Hub governance includes Tier 1 inputs to Industry Board and Technical Committee. Tier 1s are involved in Mentor Groups and Placements for PhD students, and other researchers. |
| Start Year | 2017 |
| Description | University of Copenhagen |
| Organisation | University of Copenhagen |
| Country | Denmark |
| Sector | Academic/University |
| PI Contribution | Expertise and intellectual input, access to data, equipment and facilities. |
| Collaborator Contribution | CPharma, University of Copenhagen are providing expertise and intellectual input, access to data, equipment and facilities. |
| Impact | Contribution to project discussions and steering research. |
| Start Year | 2022 |
| Description | University of Ghent |
| Organisation | University of Ghent |
| Country | Belgium |
| Sector | Academic/University |
| PI Contribution | Expertise, intellectual input, access to data equipment and facilities. |
| Collaborator Contribution | CESPE, University of Ghent are providing expertise, intellectual input, access to data equipment and facilities. |
| Impact | Contribution to early project discussions. |
| Start Year | 2022 |
| Description | University of Parma |
| Organisation | University of Parma |
| Country | Italy |
| Sector | Academic/University |
| PI Contribution | Hosting of a PhD research student for 6 months to work collaboratively on DDMAP workflows. |
| Collaborator Contribution | Collaborative work on DDMAP workstreams with academic input to direction of study. |
| Impact | Still on-going outputs will be reported during future reporting cycles. |
| Start Year | 2025 |
| Description | Amorphous APIs, drug product intermediates and drug products - Challenges and opportunities |
| 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 | Project team visited AstraZeneca to discuss research and outcomes to date and potential future collaborations with the company. |
| Year(s) Of Engagement Activity | 2023 |
| Description | AstraZeneca Amorphous workshop |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | DDMAP academics and researchers delivered an engagement event to personnel at AstraZeneca focused on the topics of development of an Amorphous systems database and screening tools for amorphous stability, Manufacturing and Processing platforms, Pharmaceutics: In vitro-In vivo performance considerations for oral solid doses. |
| Year(s) Of Engagement Activity | 2024 |
| Description | CMAC Reseachers visit to University of Copenhagen (CPH) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | DDMAP team visited University of Copenhagen to disseminate current research and discuss opportunities for research exchanges to accelerate the outputs of the project. |
| Year(s) Of Engagement Activity | 2023,2024 |
| Description | CMAC Researchers visit to Ghent University |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Visit of CMAC researchers to Ghent to explore collaborative research opportunities relating to manufacturing of amorphous pharmaceuticals. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Doors Open Glasgow 2022 |
| 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 | Public/other audiences |
| Results and Impact | CMAC are participated in the #Glasgow Doors Open Days Festival (https://glasgowdoorsopendays.org.uk) Saturday 17th September 2022 (10am-4pm) at the Technology & Innovation Centre (TIC), University of Strathclyde. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://glasgowdoorsopendays.org.uk/building-no-booking/technology-innovation-centre-tic-university-... |
| Description | EPSRC 's Executive Chair, Lynn Gladden visit & blog mention |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Policymakers/politicians |
| Results and Impact | In a new blog post, the EPSRC 's Executive Chair, Lynn Gladden, reflects on her university visits, including a visit to CMAC at University of Strathclyde. It was a pleasure to host Lynn as part of this tour, showcasing our facilities and discussing how CMAC can work with UKRI to 'transform tomorrow together'. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://bit.ly/3Du7kgM |
| Description | Hosted visitors from Bristol Myers Squibb & Malvern Panalytical |
| 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 | Postgraduate students |
| Results and Impact | CMAC were delighted to host visitors from Bristol Myers Squibb & Malvern Panalytical @newsfrom_MP 17th Aug 2022. Mike Tobyn (Senior Scientific Director at Bristol-Myers Squibb) gave an engaging seminar to the CMAC community titled Small Particles and Big Data. |
| Year(s) Of Engagement Activity | 2022 |
| Description | Hub Showcase - Sept 2024 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | In September 2024 CMAC hosted a Hub Showcase event, in TIC at University of Strathclyde, to disseminate the research outputs from the CMAC Future Manufacturing Research Hub and aligned activities. This was a half day event for 100 people and included a delegation from MMIP who had a VIP tour of the CMAC National Facility and saw a poster session and talks about the work that's been done. |
| Year(s) Of Engagement Activity | 2024 |
| Description | NVidia workshop |
| 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 | Joint workshop to explore future research collaborations in the space of robotics and automation, skills development, AI and Omniverse. |
| Year(s) Of Engagement Activity | 2024 |
| Description | New CMAC Industry Board Chair - Dr Ivan Marziano |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Media (as a channel to the public) |
| Results and Impact | CMAC announced the new chair of the CMAC Industry Board by press release on the CMAC website and Twitter. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://cmac.ac.uk/news-database/a-new-chapter-for-cmacs-industry-board |
| Description | Participation at CMAC Open Days, 14-16 November 2023 (Organiser) |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Research related conference to engage stakeholders and build network across CMAC research portfolio. Future CMAC Hub and aligned projects posters, showcases, lab tours and talks; DM2 demonstration of research progress to date and it's researchers present talks and posters. Some talks on the YouTube Channel: https://www.youtube.com/channel/UCbic3O4IH1TLMhExyY9Utmg. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://cmac.ac.uk/events-database/open-days-2023 |
| Description | Queen's Anniversary Prize |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Media (as a channel to the public) |
| Results and Impact | CMAC were honoured to be part of the University of Strathclyde's team that received the Queen's Anniversary Prize for Higher and Further Education at St James's Palace on 23rd Feb 2022 for our excellence in Advanced Manufacturing. The university and CMAC have posted this on their websites. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://cmac.squarespace.com/news-database/qap |
| Description | Robotics Fair at Strathclyde |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Postgraduate students |
| Results and Impact | Jan 25 2023: CMAC researchers Chantal Mustoe and Faisal Abbas took part in a Robotics Industry Fair at the University of Strathclyde. This was a great opportunity to showcase their work with robotics as part of our DataFactories and Digital Medicines Manufacturing programmes. |
| Year(s) Of Engagement Activity | 2023 |
| Description | School Visit (Inverness) |
| 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 | Visit to local school as part of STEM week visiting 3 classes (75 children total) to discuss medicine manufacturing and conduct short experiments to engage children in the topic. |
| Year(s) Of Engagement Activity | 2023,2024 |
| Description | Scotland House Office Opens |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Media (as a channel to the public) |
| Results and Impact | CMAC are take up residence at Scotland House, London, UK on 29/04/2022. We're delighted to introduce the new CMAC Central London Office. Press release on website. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://cmac.ac.uk/news-database/cmac-london-office |
| Description | Scottish Secretary of State visit |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Policymakers/politicians |
| Results and Impact | CMAC were happy to show Scottish Secretary of State, Lord Offord of Garvel, around our world-leading facilities at the end of July 2022 as part of his broader visit to University of Strathclyde. |
| Year(s) Of Engagement Activity | 2022 |
| Description | Visit by MP Carol Monaghan |
| 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 | Policymakers/politicians |
| Results and Impact | CMAC hosted MP Carol Monaghan on 5th October 2022 (@CMonaghanSNP) and showcased all the innovative medicines manufacturing research being carried out by CMAC here in Glasgow. |
| Year(s) Of Engagement Activity | 2022 |
| Description | Visit by Parliamentary Under Secretary of State (Minister for Small Business, Consumers and Labour Markets) |
| 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 | Policymakers/politicians |
| Results and Impact | 17/02/2022: CMAC host UK were thrilled to host Parliamentary Under Secretary of State (Minister for Small Business, Consumers and Labour Markets), @scullyp this week and provide a tour of our facilities highlighting #CMACs vision to transform #medicines development, manufacture and supply. |
| Year(s) Of Engagement Activity | 2022 |
| Description | Webinar on the #FutureOfWork in Medicines #Manufacturing |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | @ESRC @InterActNetw0rk collaborated with CMAC to host a webinar on the #FutureOfWork in Medicines #Manufacturing, Thursday 12 January, 2023. Traget audience members: people manager or workplace stakeholder in the sector. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://linkedin.com/pulse/digital-medicines-manufacturing-future-work-webinar-lindsay-mcipd-/ |
