📣 Help Shape the Future of UKRI's Gateway to Research (GtR)

We're improving UKRI's Gateway to Research and are seeking your input! If you would be interested in being interviewed about the improvements we're making and to have your say about how we can make GtR more user-friendly, impactful, and effective for the Research and Innovation community, please email gateway@ukri.org.

Digital Design and Manufacture of Amorphous Pharmaceuticals (DDMAP)

Lead Research Organisation: University of Strathclyde
Department Name: Inst of Pharmacy 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.

Publications

10 25 50
 
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 to date 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. This has been verified to provide manufacturability and stability information on processing through hot melt extrusion case studies. The use of Optical Coherence Tomography (OCT) via dissolution experiments of extrudate has also provided insight into mechanistic understanding of the structural changes during drug release from amorphous dosage forms.
Our previous workflow has been updated over the year, benefitting 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 benefitting 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. We therefore anticipate having the key amorphous pharmaceuticals database available for use by other researchers in the coming 12 months as we roll out our knowledge graph based data fabric.
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 eight 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 Formal impacts form the research are still to be realised, however the developing research programme has created considerable interest across industry partners in the datafactory framework and potential for adoption, in the application of methods to novel APIs and streamlining of CMC development processes. With our Open Dyas in recent years now able to showcase the integrated automated workflow from sample preparation, through storage and stability to data extraction: the next phase is critical with the anticipated development of improved predictive tools to inform industry practice and enable academic researchers to train and evaluate new models. Ultimately the research is driven by the need to accelerate the rate at which new medicines can be brought to patients and we are looking actively at ways in which progress across WP1-3 can achieve this. 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 2025
Sector Pharmaceuticals and Medical Biotechnology
 
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 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 EPSRC Centre for Doctoral Training in Cyber-physical systems for Medicines Development and Manufacturing (CEDAR)
Amount £10,196,016 (GBP)
Funding ID EP/Y035593/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2024 
End 09/2032
 
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 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
 
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 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 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 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-/