Rapid Design of Bioinspired Alloys - From Modelling to Manufacture

Lead Research Organisation: University of Birmingham
Department Name: Chemical Engineering

Abstract

In the past decade, over 2.5 million people in the UK had a metal device implanted to replace a skeletal joint in their body. With our chances of living to 100 years old predicted to double in the next 50 years, these bone implants will need to last substantially longer. Alarmingly, current data demonstrates that failure rates rapidly increase each subsequent year after implantation.

The metals we currently make bone implants from were not specifically developed for use within the body. Instead, these materials were originally designed for aerospace applications. In addition to being much stiffer than bone, these metal alloys may also contain toxic elements that cause adverse biological reactions. The aim of this fellowship is to design a new generation of bioinspired alloys that promote advantageous cellular responses while exhibiting mechanical properties that are aligned with the body.

In order to design the ideal biomedical alloy, there are a number of properties that need to be balanced, for example biocompatibility (i.e. non-toxic), mechanical performance, and wear resistance. Optimising lots of parameters simultaneously via current trial-and-error approaches may take years or even decades. To significantly speed up this process, a computational modelling approach, called Alloys-By-Design (ABD), will be used to discover a range of titanium compositions that match the mechanical properties of bone. For the first time, by searching for alloys with specific microstructures, ABD will be employed to identify compositions with promising biological functionality, such as infection prevention.

Since ABD is a theory-based approach, it will be important to validate the model predictions. This will be done by using a unique laser-based system to melt together all the alloying elements. To maintain rapid progress towards using these new metals clinically, a novel high throughput test will be developed as a screening tool to identify compositions that provoke promising mammalian and bacterial cell responses. From these results, non-toxic and antimicrobial compositions will be selected. High resolution microscopy will subsequently be used to understand the relationships between alloying elements, microstructure and biological behaviour.

Before bone implants made of these new alloys may be implanted into patients, it will be critical to deepen our understanding of how the body may respond. Importantly, the behaviour of various cell types involved in bone regeneration will be considered, including bone forming osteoblasts and stem cells found in bone marrow. The rate at which these cells grow and their ability to form new bone on the surface of the novel alloys will be benchmarked against currently used metals. Since it is known that ions may leach from alloys within the body and cause damage to surrounding tissue, this will also be carefully studied.

The patient and economic benefits gained from personalised devices that anatomically fit perfectly is rapidly growing in bone implants. As such, the possibility to 3D print bespoke implants made from the most promising bioinspired alloy will be explored. For the first time, the ability to locally tailor alloy composition in-situ using a metal laser-based 3D printer will be investigated. By systematically changing the laser processing parameters and characterising the resultant composition, a universal protocol to optimise in-situ alloy formation will be developed. This will open up an entirely new dimension of bone implant customisation, making it possible to tailor mechanical performance or biological functionality in selected areas of a single implant.

Underpinning this fellowship is an experienced clinical and industrial advisory board that will support translation of these novel bioinspired alloys. This will ensure that the research may be transformed into approved medical devices that improve patient lives, reduce healthcare costs, and grow the UK economy.

Planned Impact

Millions of bone implants made from metal alloys developed for aerospace applications have been inserted worldwide. We know that using these materials, which may contain toxic elements, leads to disastrous cell responses and device failure. An entirely new generation of biomedical alloys that are fit for purpose will be pioneered in this fellowship. Modelling will be used to rapidly design compositions from non-toxic elements that are mechanically matched to bone and antimicrobial in order to prevent infection. Following identification of promising formulations, the possibility to manufacture them into patient specific implants will be explored. Working closely with world-leading industrial partners, regulation and commercialisation experts, and surgeons will ensure this research delivers widespread impact.

Patients: this research will ultimately be of most benefit to the millions of people who receive metal implants to replace damaged or diseased bones. The proposed multidisciplinary approach is distinctive in its potential to rapidly discover alloys that are mechanically and biologically aligned to the body. Simultaneously mapping a regulatory path for these new metals will accelerate translation thereby enabling the societal benefits of using these materials to be realised sooner. Notably, these devices represent an opportunity to speed up recovery, prolong implant lifespan, and prevent revision. This will be beneficial to the patient's quality of life and welfare, and represents a significant cost saving for the NHS.

Industrial sectors: demonstrating the value that may be achieved in the biomedical sector by adopting new alloys may create a widespread desire for new titanium products, which impacts metal manufacturers. By raising the profile of additive manufacturing, this research may also result in increased demand for all the technologies and materials involved within the metal 3D printing supply chain. In the long-term, this research will also enhance the reputations of medical device manufacturers through reduced revision rates achieved by improved osseointegration and infection prevention. Establishing an ISO accredited medical additive manufacturing innovation facility would be a national first and provide an answer to the government's healthy ageing strategy by sustainably supporting UK innovation, thus enhancing economic competitiveness. Notably, significant support has been secured to engage with companies whom will benefit from the research, this is in addition to the committed industrial partners.

Clinical: given that failed devices may diminish surgical reputation, the potential of these bioinspired alloy to inherently reduce the risk of device failure is particularly attractive. This multidisciplinary fellowship is the ideal opportunity to enhance clinical understanding of various academic disciplines, which may drive innovation across orthopaedics, craniomaxillofacial, spine, trauma, and dental applications. By regularly engaging with key clinical opinion leaders, it is anticipated that other collaboration opportunities will arise and lead to further impact for associated research communities and industrial supply chains. Furthermore, a significant focus of this fellowship is to translate this research, which would lead to cost-saving benefits for the NHS.

Educational beneficiaries: involvement in this multidisciplinary fellowship is a great training opportunity for the research team. By proactively engaging with world-leading academic groups around the globe, the new knowledge generated in this fellowship will be widely disseminated and used to inspire future generations into STEM subjects. Through sharing of best practise with the diverse range of industrial partners, academic standards and commercialisation potential will be enhanced. By regularly engaging with the public through workshops and events, we will understand perceptions on the research and implement this feedback moving forward.

Publications

10 25 50
 
Title Development of methodology to use a reduced build volume within a laser powder bed fusion additive manufacturing system 
Description The team have developed a best practise methodology to exploit the production of alloys in-situ from blended elemental powders using a reduced build volume kit within a laser powder bed fusion manufacturing system. This work was conducted in collaboration with the printer manufacturer, Renishaw PLC 
Type Of Material Improvements to research infrastructure 
Year Produced 2023 
Provided To Others? No  
Impact The anticipated impact of these findings will be to accelerate the research of this fellowship and the method shall be disseminated at an appropriate point as part of a journal publication 
 
Description Biomedical alloy design 
Organisation OxMet Technologies
Sector Private 
PI Contribution Supporting physicochemical characterisation and in-vitro testing of a novel Ti-based biomedical alloy as well as advice on translational mapping of their technology
Collaborator Contribution OxMet have computational expertise in alloy design and metal additive manufacturing.
Impact Project was initially support through MD-TEC (ERDF) funded centre and has since led to a successful Innovate UK project to progress OxMet's biomedical alloy to in-vivo testing
Start Year 2019
 
Description Collaboration with Keronite Ltd 
Organisation Keronite International
Country United Kingdom 
Sector Private 
PI Contribution Feasibility studies of novel Plasma Electrolytic Oxidation techniques from Keronite Ltd for the coating of additively manufactured surfaces with specific biological functionality
Collaborator Contribution During the last year our group has been developing knowledge on the ability of Keronite's PEO process to treat additively manufactured sameples. Alongside physicochemical characterisation, early in vitro studies on the effect of phosphate deposition in proliferation and differentiation of osteoblasts were were carried out, providing proof of concept for the development of a new funding oportunity. These were leveraged to submit an internal grant application at the University of Birmingham
Impact Currently a co-authored manuscript is being developed which will be used to pursue further funding in the form of a grant application
Start Year 2022
 
Description Collaboration with Renishaw 
Organisation Renishaw PLC
Country United Kingdom 
Sector Private 
PI Contribution In this collaboration our group has developed expertise on the use of monitoring systems and the processing of their outputs for both fundamental and neural network research. Highly specialised know how was obtained and used to study the role of different inputs (e.g. power, speed, scan strategy, geometry, etc) on the response of the monitoring system and physicochemical properties of additively manufactured parts. Further discussions between collaborators led to a shared application for shared projects.
Collaborator Contribution Renishaw provided installation and training on the new S500 system fully supporting the early stages of the analysis. Similarly they have provided insights on the current and future perspectives of AM in healthcare, supporting an analysis of different stakeholders to guide the development of novel systems. Further discussions between collaborators led to a shared application for shared projects.
Impact The main outputs at this moment include: -Installation of the new AM system -Training on both hardware and software -Datasets of differently processed AM parts -Optimisation of AM paths through mathematical modelling -Knowledge Transfer Partnership prepared to map the monitoring system response -PhD post to study the influence of surface modification on AM outcomes
Start Year 2020
 
Description Collaboration with clinicians at the UoB to explore the use of magnesium to tackle antimicrobial resistance 
Organisation Sandwell and West Birmingham Hospitals NHS Trust
Country United Kingdom 
Sector Public 
PI Contribution In this collaboration, it was possible to exploring the influence of MgO nanoparticles in antimicrobial resistance development of several nosocomial pathogens. At the same time, early steps were taken to develop high throughput analysis of biomaterials.
Collaborator Contribution Variations in bacterial responses (E. coli, S. aureus, S. epidermidis and P. aeruginosa) to nMgO dosing in a stand alone fasion and in conjunction with antibiotic therapies where explored, showcasing the ability of this material to enhance antibiotic resistance.
Impact Methods to study the influence of several therapies on the minimum inhibitory concentration and minimum bactericidal concentration of mixed molecules was obtained. In addition, a clear warning to the use of novel materials alongside known antibiotic therapies was highlighted to clinical practitioners.
Start Year 2022
 
Description Collaboration with clinicians at the UoB to explore the use of magnesium to tackle antimicrobial resistance 
Organisation The Royal Orthopaedic Hospital NHS Foundation Trust
Country United Kingdom 
Sector Public 
PI Contribution In this collaboration, it was possible to exploring the influence of MgO nanoparticles in antimicrobial resistance development of several nosocomial pathogens. At the same time, early steps were taken to develop high throughput analysis of biomaterials.
Collaborator Contribution Variations in bacterial responses (E. coli, S. aureus, S. epidermidis and P. aeruginosa) to nMgO dosing in a stand alone fasion and in conjunction with antibiotic therapies where explored, showcasing the ability of this material to enhance antibiotic resistance.
Impact Methods to study the influence of several therapies on the minimum inhibitory concentration and minimum bactericidal concentration of mixed molecules was obtained. In addition, a clear warning to the use of novel materials alongside known antibiotic therapies was highlighted to clinical practitioners.
Start Year 2022
 
Description Custom medical devices 
Organisation Renishaw PLC
Country United Kingdom 
Sector Private 
PI Contribution Expertise in the design, additive manufacture and testing of medical devices.
Collaborator Contribution Expertise in metal additive manufacturing and custom medical device regulation
Impact Strategic partnership between the University of Birmingham and Renishaw PLC leading to co-investment in a facility housing two SLM machines, sponsorship of two PhD studentships through EPSRC CDTs, and support of an EPSRC Future Manufacturing Discovery proposal
Start Year 2019
 
Description Magnetron Sputtering of Metal Powder for Additive Manufacturing - Nottingham University 
Organisation University of Nottingham
Department Faculty of Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution Evaluated and developed laser powder bed fusion techniques of the processing of magnetron sputter coated powder with the aim of improving consolidation during in-situ alloying.
Collaborator Contribution Development and delivery of magnetron sutter coated powder
Impact Further research understanding and ongoing discussions regarding future activities. Draft publication that is currently under review.
Start Year 2022
 
Description Attendance of Future Leaders Crucible event to explore interdisciplinary collaborations in EDI and research innovation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Cox attended a two-day event focused on exploring collaboration across the Future Leader Fellows network. This has resulted in the subsequent funding of two further workshops focused on: 1. sharing of EDI best practise across disciplines, and 2. a toolkit to support translation of research into innovations
Year(s) Of Engagement Activity 2022
 
Description Attendance to FLF annual meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Cox attending the FLF annual conference
Year(s) Of Engagement Activity 2023
 
Description Collaborative seminar with clinical specialist 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Seminar with visiting clinical dentistry to discuss opportunities to exploit additive manufacturing. Attended by research group members and other academic colleagues involved in hosting the visitor.
Year(s) Of Engagement Activity 2022
 
Description Delivery of interactive workshop to school children attending 'girls can' outreach event at the university of birmingham 
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 Interactive workshop designed and delivered to approximately 90 school children (all girls) attending an outreach event at the University of Birmingham. The workshop was focused on improving their understanding of research concerning medical device development, specifically customised implants via 3D printing and novel adhesives for stoma devices.
Year(s) Of Engagement Activity 2023
 
Description Dissemination of collaborative activity focused on using AI to improve the design of customised implants 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Online article in Orthopaedic Product News focused on collaborative work with an SME that are innovating an AI platform to facilitate faster and more accurate design of customised implants.
Year(s) Of Engagement Activity 2023
URL https://www.opnews.com/2023/02/customised-knee-implants-within-hours-thanks-to-ai/17832
 
Description Engagement with visiting academics from Germany BAM institute 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Dr Cox gave a presentation concerning her team's research to visiting academics and technical specialists from the BAM Institute. This has led to follow on collaborative discussion concerning the use of BAM equipment and an application to use the European Synchrotron (ESRF) as well as the possibility for one of Dr Cox's PhD student to visit BAM.
Year(s) Of Engagement Activity 2022
URL https://www.bam.de/Navigation/EN/Home/home.html
 
Description Enhancing Functionality, Control, and Materials of Additively Manufactured Medical Implants - Healthcare Technologies Institute Winter Symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Presentation in the Healthcare Technologies Institute Winter Symposium delivered key research outcomes and vision for our metal additive manufacturing activities to a broad audience, both within the institute (including academics and clinicians) and regional researchers in the medical field. Provided a good opportunity to educate and inspire audience members from a broader biological setting on the value that we are exploring with metal additive manufacturing for medical devices and how this technique can be used to enhance the functionality of future innovations.
Year(s) Of Engagement Activity 2022
 
Description Guest lecture at Alloys for Additive Manufacturing conference 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Keynote lecture at the Alloys for Additive Manufacturing conference 2023 hosted in Madrid Spain. Talk delivered to approximately 100 people, which sparked conversations with a range of stakeholders including industry, academia and clinicians.
Year(s) Of Engagement Activity 2024
URL https://aams2023.com/
 
Description Host invited speaker from industry 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Hosted three external speakers to discuss aspects relating to additive manufacturing in medicine. Speakers were from the MTC and a clinical reconstructive scientist from Bristol NHS Trust
Year(s) Of Engagement Activity 2022
 
Description Hosting 4 students for In2Science placement 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Dr Cox's team hosted 4 A-level students for a week from 1/8-5/8/2022. The placement involved introducing the young people (who were from underprivileged backgrounds) to healthcare technology research along with supporting conversations about career progression.
Year(s) Of Engagement Activity 2022
URL https://in2scienceuk.org/
 
Description Invited talk Herriot Watt 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Cox gave an invited talk to the Institute of Biological Chemistry, Biophysics and Bioengineering at Heriott Watt University concerning her research in additive manufacturing
Year(s) Of Engagement Activity 2022
 
Description Invited talk OncoEng forum at Imperial College 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Cox gave an invited talk about metal additive manufacturing at the OncoEng seminar series, a collaborative forum of academic colleges focused on spinal implants
Year(s) Of Engagement Activity 2024
URL https://oncoeng.org/
 
Description Invited talk University of Sheffield 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited talk as part of the EPSRC Future Manufacturing Hub MAPP hosted by Professor Iain Todd at the University of Sheffield. Researchers from the additive manufacturing community attended both in person and online reaching approximately 50 individuals.
Year(s) Of Engagement Activity 2022
 
Description Invited talk at Royal National Orthopaedic Hospital (Stanmore) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Visit to the Royal National Orthopaedic Hospital to share expertise in the additive manufacture of customised implants. Dr Cox gave a presentation to leading clinical experts and academic specialists in analysis of retrieved implants. Along with this we discussed synergistic activities and are in the process of formalising a collaboration agree such that we may move forward these discussions.
Year(s) Of Engagement Activity 2022
 
Description Invited talk at the Materials Research Exchange conference hosted by Henry Royce Institute (London) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Sophie gave an invited talk at the Henry Royce symposium held during the Materials Research Exchange conference in London, which was attended in person by 100+ individuals.
Year(s) Of Engagement Activity 2022
URL https://www.royce.ac.uk/events/materials-research-exchange-2022/
 
Description Keynote talk at UK Society of Biomaterials Conference (Sheffield) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Dr Cox gave a keynote talk concerning her additive manufacturing research at the UK Society for Biomaterials annual conference in Sheffield. The talk led to several follow on conversations with academic colleagues.
Year(s) Of Engagement Activity 2022
URL https://www.uksb.org.uk/uksb2022/
 
Description Metal Additive Manufacturing Processes - LM Additive manufacturing and 3D printing for healthcare applications Module 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact Metal Additive Manufacturing Processes talk was delivered as part of the ' LM Additive manufacturing and 3D printing for healthcare applications' Module. The activity set out to broaden the understanding of the family of processes under the umbrella term 'Metal Additive Manufacturing'. Case studies from research were used to fill out that understanding and illustrate how this field can add value to the future of medical devices. Critically this activity aimed to engage and inform future engineers on these emerging techniques.
Year(s) Of Engagement Activity 2022
 
Description Poster presentation in UKSB2022 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact In the UKSB2022, we presented our early work to develop a better model to test infection and antimicrobial resistance development of implantable devices through a bioreactor. In this work, we presented the first data on vancomycin resistance development in static conditions that will be used to contrast the ongoing work in the bioreactor.
Year(s) Of Engagement Activity 2022
 
Description Presentation to colleagues concerning research group activities (University of Birmingham) 
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 share research activities with academic and professional service colleagues across the Engineering and Physical Science college at the University of Birmingham. Approximately 50 people attended the talk in person and further engagement online.
Year(s) Of Engagement Activity 2022
 
Description School visit talk 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Dr Cox gave a careers talk to female student attending the University of Birmingham 'Forge your future' outreach event. The talk was attended by approximately 100 pupils
Year(s) Of Engagement Activity 2022
 
Description Third virtual workshop of MaterialWell: Materials characterization and data processing 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact The purpose of the workshop was to allow WG members to discover ongoing research areas in materials
characterization and data processing at the other EUniWell partner sites, as a first step towards
eventual collaborations and exchanges.
Year(s) Of Engagement Activity 2022
 
Description Visit to Alloyed Ltd 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact In this visit the current vision of Sophie's fellowship was discussed and future collaborations explored. During the visit to Keronite's installations, the complexities of bringing new alloys to the market where established alongside current limitations of current materials and processes.
Year(s) Of Engagement Activity 2022