Oncological Engineering - A new concept in the treatment of bone metastases
Lead Research Organisation:
University of Birmingham
Department Name: Mechanical Engineering
Abstract
Approximately 2 million people are living with cancer in the UK and this number is set to rise considerably over the next decade to 3.2M. A significant complication of late stage (stage 4) cancer is metastases or secondary tumours which are caused by tumour cells spreading to different locations in the body. Metastases are particularly associated with breast cancer, which is the most common cancer in females and the leading cause of cancer deaths in this group. Figures vary but some studies put a figure of about 50-60 % of patients will have bone metastases in late stage cancer. The tumours weaken the bone and lead to a variety of problems for the patients at a time when quality of life is a paramount consideration, especially as the prognosis is usually terminal. Significant issues include severe pain and spinal fracture which made lead to spinal cord injury. These complications often require major surgery which encroaches, significantly, on the patients' quality of life, when life expectancy is a matter of months and may, in certain cases, provide a mechanism of further spread of the cancer. Currently, there are no implants for supporting the bones before fracture as we cannot identify which vertebrae are likely to fail.
OncoEng will deliver a paradigm shift in the current treatment technologies and stratification of care based on the application of core enabling engineering technologies. A more patient-friendly approach is realised in OncoEng in which we predict which vertebrae with tumours are likely to fail in the future enabling informed decision on care. Advanced computational modelling and imaging will be used to look at the growth of the tumour so that predictions of the strength of the vertebrae can be calculated a different points in time. These strengths can then be compared to spinal loads and an assessment of fracture risk undertaken. Those vertebrae at his risk would then receive special implant to support the weakened bone and prevent fracture. This implant would only require key-hole surgery and would not impinge on the patient's quality of life through a lengthy recuperation period or additional pain. The research proposed responds to the Cancer Strategy in the NHS Long Term Plan and the EU's Beating Cancer Plan.
Three Universities in the UK, University of Leeds, Imperial College and University College London, have come together to deliver this research so as to make a big change in the way these patients are treated. In addition we have formed an international network of academic, industrial and clinical collaborators from Europe, USA and Australia (OncoEng+ Network) with a focus on novel modelling, imaging, advanced materials and innovative medical devices to overcome the challenges of predicting fracture and producing a new implant. Impacts from the research include (1) new diagnostic tools for predicting bone failure using imaging and advanced computational modelling, which can be used in this and other disease such as osteoporosis, (2) a new patient-specific implant that can be inserted using minimally invasive surgery reducing the trauma to the patient and having a shorter recovery period (days rather than weeks or months); the implant would be inserted before the vertebrae is susceptible to fracture, (3) new manufacturing techniques for the delivery of the minimally invasive implant, which have wide ranging applications outside medicine including the aerospace and automotive sector, and (4) new test methodologies for spinal implants to ensure that these devices are tested under a range of activities including adverse conditions such as high patient loading. Importantly, the programme grant will train and up-skill a new generation engineers and scientists in a novel area of application-based research, that of devices for skeletal cancers and software for fracture prediction, and aims to bring together activities in the UK and internationally to form a holistic integrated activity.
OncoEng will deliver a paradigm shift in the current treatment technologies and stratification of care based on the application of core enabling engineering technologies. A more patient-friendly approach is realised in OncoEng in which we predict which vertebrae with tumours are likely to fail in the future enabling informed decision on care. Advanced computational modelling and imaging will be used to look at the growth of the tumour so that predictions of the strength of the vertebrae can be calculated a different points in time. These strengths can then be compared to spinal loads and an assessment of fracture risk undertaken. Those vertebrae at his risk would then receive special implant to support the weakened bone and prevent fracture. This implant would only require key-hole surgery and would not impinge on the patient's quality of life through a lengthy recuperation period or additional pain. The research proposed responds to the Cancer Strategy in the NHS Long Term Plan and the EU's Beating Cancer Plan.
Three Universities in the UK, University of Leeds, Imperial College and University College London, have come together to deliver this research so as to make a big change in the way these patients are treated. In addition we have formed an international network of academic, industrial and clinical collaborators from Europe, USA and Australia (OncoEng+ Network) with a focus on novel modelling, imaging, advanced materials and innovative medical devices to overcome the challenges of predicting fracture and producing a new implant. Impacts from the research include (1) new diagnostic tools for predicting bone failure using imaging and advanced computational modelling, which can be used in this and other disease such as osteoporosis, (2) a new patient-specific implant that can be inserted using minimally invasive surgery reducing the trauma to the patient and having a shorter recovery period (days rather than weeks or months); the implant would be inserted before the vertebrae is susceptible to fracture, (3) new manufacturing techniques for the delivery of the minimally invasive implant, which have wide ranging applications outside medicine including the aerospace and automotive sector, and (4) new test methodologies for spinal implants to ensure that these devices are tested under a range of activities including adverse conditions such as high patient loading. Importantly, the programme grant will train and up-skill a new generation engineers and scientists in a novel area of application-based research, that of devices for skeletal cancers and software for fracture prediction, and aims to bring together activities in the UK and internationally to form a holistic integrated activity.
Organisations
- University of Birmingham (Lead Research Organisation)
- University of Porto (Collaboration)
- University of Glasgow (Collaboration)
- ETH Zurich (Collaboration, Project Partner)
- University of Bath (Collaboration)
- Uppsala University (Collaboration, Project Partner)
- University of Oxford (Collaboration)
- UNIVERSITY OF BIRMINGHAM (Collaboration)
- Royal National Orthopaedic Hospital (Collaboration)
- TOffeeAM Ltd (Project Partner)
- University of Florida (Project Partner)
- Airbus Group Limited(Airbus Group Ltd) (Project Partner)
- Simulation Solutions (Project Partner)
- Lulea University of Technology (Project Partner)
- Photocentric Ltd (Project Partner)
Publications
Brown EE
(2024)
Physics-informed deep generative learning for quantitative assessment of the retina.
in Nature communications
Brown EE
(2025)
Author Correction: Physics-informed deep generative learning for quantitative assessment of the retina.
in Nature communications
De Oliveira DC
(2024)
A flexible generative algorithm for growing in silico placentas.
in PLoS computational biology
Gourmet L
(2024)
Examination of the role of mutualism in immune evasion.
in Frontiers in oncology
Gourmet L
(2024)
Immune evasion impacts the landscape of driver genes during cancer evolution.
in Genome biology
Hewson R
(2024)
Multiscale Optimization of Non-Linear Structures (Keynote)
Hewson R
(2024)
Design Optimisation of Mechanical Metamaterials
Murphy R
(2024)
Multiscale structural optimization for prescribed deformations in the nonlinear elastic regime
in Structural and Multidisciplinary Optimization
Murphy, R.
(2024)
Multiscale topology optimisation for nonlinear elastic structures
Related Projects
| Project Reference | Relationship | Related To | Start | End | Award Value |
|---|---|---|---|---|---|
| EP/W007096/1 | 31/03/2022 | 07/01/2024 | £5,608,939 | ||
| EP/W007096/2 | Transfer | EP/W007096/1 | 08/01/2024 | 30/03/2027 | £4,127,559 |
| Description | Meeting to discuss the preparation of metamaterial based bone surrogates. |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Impact | Discussion was concerning the possible production of standards for the use of metamaterials in the testing of orthopaedic implants. |
| URL | https://www.linkedin.com/posts/richard-hall-604978a8_metamaterials-standards-bone-activity-728572827... |
| Description | EPSRC Centre for Doctoral Training iN digGital heAlth technoloGiEs (ENGAGE) |
| Amount | £9,090,059 (GBP) |
| Funding ID | EP/Y034929/1 |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2024 |
| End | 09/2032 |
| Description | International Centre of Excellence in the Treatment of Pathological Fractures |
| Amount | £1,260,433 (GBP) |
| Funding ID | EP/Z531248/1 |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 06/2024 |
| End | 07/2027 |
| Description | Medical Research Council Impact Acceleration Account Award - UoB-ROH Orthopaedic Implant Retrievals Centre |
| Amount | £99,743 (GBP) |
| Funding ID | MR/X502996/1 |
| Organisation | Medical Research Council (MRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2025 |
| End | 03/2026 |
| Description | Collaboration with Porto University - medical imaging |
| Organisation | University of Porto |
| Country | Portugal |
| Sector | Academic/University |
| PI Contribution | Collaboration with Dr Taigo Costa, School of Medicine and Biomedical Sciences (ICBAS), Porto University - research and clinical imaging data sharing linked to their hospital partnership, as the substrate for our computational model development around patient-specific models of bone metastasis growth. |
| Collaborator Contribution | Sharing of anonymised patient images (spines) with/ without metastatic disease. |
| Impact | Multidisciplinary - Porto (clinical), UCL (computational modelling). |
| Start Year | 2024 |
| Description | FractureFix - International Centre of Excellence in the Treatment of Pathological Fractures |
| Organisation | ETH Zurich |
| Department | Department of Health Sciences and Technology |
| Country | Switzerland |
| Sector | Academic/University |
| PI Contribution | Underpinning expertise and facilities in in vitro characterisation of bone and implant performance. Facilities are beyond the state of the art with recent developments through the OncoEng Programme grant - EP/W007096/1/. This new funded partnership is based on substantial previous research collaborations delivered through: EU funded SpineFX 2009-13 EU funded LifeLongJoints 2013-2018 EU funded Nu-Spine 2019-2023 EU funded BioTrib 2021-2024 |
| Collaborator Contribution | The contributions from the partners is based around two world leading activities: Uppsala University: Additive Manufacturing for the Life Sciences(VINNOVA funded Competence Centre) and Soft Bone (EIT Health funded) a new generation of low modulus materials designed to fix and prevent fractures in the vertebrae as well as augmentation of the disc. ETH Zurich: Advanced imaging and modelling for pathological fractures (FHT Singapore) and fracture modelling in metastatic disease (EU funded METASTRA). |
| Impact | The grant to continue this collaboration has just been awarded: UKRI/EPSRC: The Funding Service ID - APP9995 |
| Start Year | 2024 |
| Description | FractureFix - International Centre of Excellence in the Treatment of Pathological Fractures |
| Organisation | Uppsala University |
| Department | Department of Engineering Sciences |
| Country | Sweden |
| Sector | Academic/University |
| PI Contribution | Underpinning expertise and facilities in in vitro characterisation of bone and implant performance. Facilities are beyond the state of the art with recent developments through the OncoEng Programme grant - EP/W007096/1/. This new funded partnership is based on substantial previous research collaborations delivered through: EU funded SpineFX 2009-13 EU funded LifeLongJoints 2013-2018 EU funded Nu-Spine 2019-2023 EU funded BioTrib 2021-2024 |
| Collaborator Contribution | The contributions from the partners is based around two world leading activities: Uppsala University: Additive Manufacturing for the Life Sciences(VINNOVA funded Competence Centre) and Soft Bone (EIT Health funded) a new generation of low modulus materials designed to fix and prevent fractures in the vertebrae as well as augmentation of the disc. ETH Zurich: Advanced imaging and modelling for pathological fractures (FHT Singapore) and fracture modelling in metastatic disease (EU funded METASTRA). |
| Impact | The grant to continue this collaboration has just been awarded: UKRI/EPSRC: The Funding Service ID - APP9995 |
| Start Year | 2024 |
| Description | Surgery and Biomechanics in Metastatic Bone Disease |
| Organisation | Royal National Orthopaedic Hospital |
| Country | United Kingdom |
| Sector | Hospitals |
| PI Contribution | We facilitated a stakeholder meeting in Leeds in January 2023 as part of a designated activity within OncoEng. The meeting also included new partners from Leeds Beckett University (high-end biomechanics) and Faculty of Biological Sciences, University of Leeds (community orientated biomechanics and interventional biomechanics). Two grant applications are currently been prepared in the areas of Surgical Oncology and Biomechanics of People living with metastatic bone disease. The grants are being prepared as a collaborative activity between RNOH and the UoL. |
| Collaborator Contribution | RNOH acted as hosts to a meeting in October 2022 in which both the patient experience and surgical/clinical need were explored. The meeting emphasised the needs of the patients and how varied their needs are. It also provided an enhancement for target product profile for the minimally invasive implant being developed within OncoEng. |
| Impact | Clinical - revised and enhanced target product profile for the MMI. Engineering - New constraints/requirements to the device. |
| Start Year | 2022 |
| Description | VirtualEye |
| Organisation | University of Bath |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are members of the UK VirtualEye initiative, which meets several times a year to discuss mathematical modelling of retinal physiology. |
| Collaborator Contribution | We are creating digital twins of human retinas to model the impact of diabetic retinopathy on retinal vasculature, with the potential to draw inferences about angiogenesis in ageing and disease, particularly in relaiton to cancer. |
| Impact | We are developing a framework that uses physics-informed deep generative learning to segment blood vessel networks from ophthalomology images, without the need for manual labelling. This will allow us to monitor the loss and regrowth of blood vessels in conditions such as diabetic retinopathy, and use this as a human model to perform quantitative measurements of angiogenesis that can also be applied to tumours. |
| Start Year | 2024 |
| Description | VirtualEye |
| Organisation | University of Birmingham |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are members of the UK VirtualEye initiative, which meets several times a year to discuss mathematical modelling of retinal physiology. |
| Collaborator Contribution | We are creating digital twins of human retinas to model the impact of diabetic retinopathy on retinal vasculature, with the potential to draw inferences about angiogenesis in ageing and disease, particularly in relaiton to cancer. |
| Impact | We are developing a framework that uses physics-informed deep generative learning to segment blood vessel networks from ophthalomology images, without the need for manual labelling. This will allow us to monitor the loss and regrowth of blood vessels in conditions such as diabetic retinopathy, and use this as a human model to perform quantitative measurements of angiogenesis that can also be applied to tumours. |
| Start Year | 2024 |
| Description | VirtualEye |
| Organisation | University of Glasgow |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are members of the UK VirtualEye initiative, which meets several times a year to discuss mathematical modelling of retinal physiology. |
| Collaborator Contribution | We are creating digital twins of human retinas to model the impact of diabetic retinopathy on retinal vasculature, with the potential to draw inferences about angiogenesis in ageing and disease, particularly in relaiton to cancer. |
| Impact | We are developing a framework that uses physics-informed deep generative learning to segment blood vessel networks from ophthalomology images, without the need for manual labelling. This will allow us to monitor the loss and regrowth of blood vessels in conditions such as diabetic retinopathy, and use this as a human model to perform quantitative measurements of angiogenesis that can also be applied to tumours. |
| Start Year | 2024 |
| Description | VirtualEye |
| Organisation | University of Oxford |
| Department | Mathematical Institute Oxford |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are members of the UK VirtualEye initiative, which meets several times a year to discuss mathematical modelling of retinal physiology. |
| Collaborator Contribution | We are creating digital twins of human retinas to model the impact of diabetic retinopathy on retinal vasculature, with the potential to draw inferences about angiogenesis in ageing and disease, particularly in relaiton to cancer. |
| Impact | We are developing a framework that uses physics-informed deep generative learning to segment blood vessel networks from ophthalomology images, without the need for manual labelling. This will allow us to monitor the loss and regrowth of blood vessels in conditions such as diabetic retinopathy, and use this as a human model to perform quantitative measurements of angiogenesis that can also be applied to tumours. |
| Start Year | 2024 |
| Description | Bone metastases in prostate cancer workshop - novel interventions |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | The activity collected together patients, clinicians and academic researchers (biologists and engineers) to identify the clinical need and research gaps in metastatic bone disease in prostate cancer. The resulting outcomes of the activity are (1) enhanced networking including internationally with the Moffat Cancer Research Centre in the US (2) the production of three EOI for research in this area. These maybe eligible for further funding from the OncoEng flexibility pot. |
| Year(s) Of Engagement Activity | 2025 |
| Description | Co-creation and inclusion of patients in defining the research parameters in Research Challenge 2 of OncoEng |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | The inclusion of patients within RC2 was to define the activities that should be investigated in the RC2 to (1) reduce the risk of adverse incidence in this patient group when undertaking biomechanical exercises and (2) indicate which activities occur in The discussion revolved around their activities and/or daily routine as well as their experience leading to being diagnosed with spinal metastasis and/or fracture in the spine due to the secondary tumour. Their input meant to directly inform me which activities that we ought to focus on as well as the logistics that I need to think about when getting patients, and women in general, to be in the lab (e.g. carers, energy conserve, travelling ability etc). From the PPIE, it has informed RC2 of the (1) activities of daily living (ADL)/general movement to be investigated, which spinal region that should be focussing on (thoracic and lumbar only), and (2) the type of activities (low energy trauma; not traumatic impact event) so as to prevent an adverse skeletal event during these activities. |
| Year(s) Of Engagement Activity | 2024,2025 |
| Description | Conference presentation (oral) - BOOS, Cardiff |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Presentation to clinicians around the role of computational model in orthopaedics/ cancer |
| Year(s) Of Engagement Activity | 2024 |
| Description | Conference presentation (oral) - Digital Twins in Engineering |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | S Laranjeira, S Walker-Samuel, RJ Shipley. Digital-twin framework to quantify vertebral fracture risk due to metastatic cancer, Digital Twins in Engineering, Paris, France, 2025 |
| Year(s) Of Engagement Activity | 2025 |
| Description | Invited presentation and participation - Registration: Metamaterials Conference & Forum 2024 |
| 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 | The event was a mix of academic researchers and industry people. The presentation concerned the challenges that the MM researchers are likely to have when translating their technologies to clinical practice. Impacts that have arisen include: (1) Additional networking with invitations provided to metamaterial researchers to an OncoEng sponsored workshop on interventions for bone metastases in prostate cancer. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://store.exeter.ac.uk/conferences-and-events/faculty-of-environment-science-and-economy/physics... |
| Description | Moffat Cancer Engineering Research Summit - February 2025 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Invited presentation for the delivery of cancer engineering research particularly that generated through OncoEng. |
| Year(s) Of Engagement Activity | 2025 |
| URL | https://www.moffitt.org/research-science/divisions-and-departments/basic-science/engineeringcancerse... |
| Description | Presentation at the British Orthopaedic Oncology Society |
| 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 | The British Orthopaedic Oncology Society is the UK's premier clinical group for the presentation and discussion of data related to orthopaedic oncology particularly the surgery of such pathologies in bone. The annual meeting, which was held in Cardiff, is a vehicle for presentation and discussion. In particular, four abstracts were delivered two from Leeds and 2 from UCL. Outcomes included: (1) Re-affirmed links between OncoEng and a leading clinician at the Royal National Orthopaedic Hospital (Mr Craig Gerrand) and discussed a further workshop in prostate cancer bone metastases in late 2024 or early 2025. This was actually delivered in January 2025. (2) Discussions with Bone Cancer Research trust. These are ongoing. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://boos.org.uk/ |
