Point-of-Care High Accuracy Fracture Risk Prediction
Lead Research Organisation:
CRANFIELD UNIVERSITY
Department Name: Cranfield Defence and Security
Abstract
A significant and escalating worldwide health burden is the aging population and its demand for accurate medical diagnostics. Of particular concern are osteo diseases such as osteoporosis as these become significantly more apparent in elderly populations. Unfortunately, current diagnostic methods are poor predictors of pathology outcomes such as fracture risk. The challenge then is to identify and develop enhanced and new approaches to bone quality appraisal that can be employed for accurate prognosis, targeted therapies and therapy assessment.
It has been well demonstrated that 'bone quality' (including characteristics such as collagen/mineral ratio, collagen integrity, mineral crystallite size, microstrain) has a marked affect on a bone's mechanical properties and is probably the 'missing' information required to produce diagnostically predictive models of fracture. Unfortunately there is no current technique for its in vivo determination. However, such information is embodied within conventional X-ray scatter signatures (e.g. X-ray diffraction) although these are weak and present significant measurement difficulties.
We have identified a potential route to in vivo measurement of these clinically valuable but weak signals. The technology has only recently become available through independent innovations for (i) X-ray generation (flat panel/source-on-a-chip) and (ii) obtaining 'amplified' information from scattered X-rays (using 'focal construct technology', FCT). Critically, the multi-emitter flat panel X-ray source will enable us to engineer precisely the analytical X-ray beam required to provide scatter signatures enhanced by several orders of magnitude. The FCT beam topology also enables the simultaneous measurement of the absorbed X-rays (to estimate bone mineral density) and those coherently (and incoherently) scattered. The source-on-a-chip technology is manufactured as a flat-panel device capable of generating X-rays from very low-power sources. It has the additional advantage that it may be fabricated to produce an X-ray source of precisely the geoemetric form required for FCT. Ultimately we envisage these techniques being integrated within a single imaging/DEXA/scatter system to provide a comprehensive diagnostic tool. The nature of the techniques also enables design towards hand portable devices for point-of-patient care. Thus this proposal principally concerns the development of a new instrument that will be subsequently used to examine the possibilities of applying our novel technologies to a number of different areas and therefore it will enable a new and exciting research capability.
It has been well demonstrated that 'bone quality' (including characteristics such as collagen/mineral ratio, collagen integrity, mineral crystallite size, microstrain) has a marked affect on a bone's mechanical properties and is probably the 'missing' information required to produce diagnostically predictive models of fracture. Unfortunately there is no current technique for its in vivo determination. However, such information is embodied within conventional X-ray scatter signatures (e.g. X-ray diffraction) although these are weak and present significant measurement difficulties.
We have identified a potential route to in vivo measurement of these clinically valuable but weak signals. The technology has only recently become available through independent innovations for (i) X-ray generation (flat panel/source-on-a-chip) and (ii) obtaining 'amplified' information from scattered X-rays (using 'focal construct technology', FCT). Critically, the multi-emitter flat panel X-ray source will enable us to engineer precisely the analytical X-ray beam required to provide scatter signatures enhanced by several orders of magnitude. The FCT beam topology also enables the simultaneous measurement of the absorbed X-rays (to estimate bone mineral density) and those coherently (and incoherently) scattered. The source-on-a-chip technology is manufactured as a flat-panel device capable of generating X-rays from very low-power sources. It has the additional advantage that it may be fabricated to produce an X-ray source of precisely the geoemetric form required for FCT. Ultimately we envisage these techniques being integrated within a single imaging/DEXA/scatter system to provide a comprehensive diagnostic tool. The nature of the techniques also enables design towards hand portable devices for point-of-patient care. Thus this proposal principally concerns the development of a new instrument that will be subsequently used to examine the possibilities of applying our novel technologies to a number of different areas and therefore it will enable a new and exciting research capability.
Planned Impact
The research programme is the first step towards the development of a new healthcare technology for accurate and robust bone fracture prediction. The technological solution builds upon cutting edge science coupled with highly innovative state-of-the-art engineering. The application of the technology will enable patients with osteoporosis to be accurately diagnosed within GP surgeries and other local points of care. Our approach has the potential for wide spread impact in patient care, N.H.S. cost savings, U.K. industrial development and wealth generation.
1. Patients will be significantly less likely to suffer from factures (or even death following fracture) due to more informed patient management and will have enhanced health care through reduced times to receive the results of tests.
2. Patients receiving therapy for bone disease will have improved care through faster and more accurate diagnostic testing.
3. The N.H.S. spend of >£20 billion per annum on treating hip fractures would be significantly reduced if accurate fracture assessment were possible.
4. Industries in the U.K. will assume a world lead in the technology growth and application underpinning significant potential global R&D investment ultimately contributing to the U.K.'s economic growth.
5. The young scientists employed would be trained within an exciting applied research field providing a springboard for future careers in academia and or industry.
6. In the short term the Universities will benefit directly through an expanded research base, new collaborations and networks.
1. Patients will be significantly less likely to suffer from factures (or even death following fracture) due to more informed patient management and will have enhanced health care through reduced times to receive the results of tests.
2. Patients receiving therapy for bone disease will have improved care through faster and more accurate diagnostic testing.
3. The N.H.S. spend of >£20 billion per annum on treating hip fractures would be significantly reduced if accurate fracture assessment were possible.
4. Industries in the U.K. will assume a world lead in the technology growth and application underpinning significant potential global R&D investment ultimately contributing to the U.K.'s economic growth.
5. The young scientists employed would be trained within an exciting applied research field providing a springboard for future careers in academia and or industry.
6. In the short term the Universities will benefit directly through an expanded research base, new collaborations and networks.
Organisations
- CRANFIELD UNIVERSITY (Lead Research Organisation)
- Quibim SL (Collaboration)
- Queensland University of Technology (QUT) (Collaboration)
- University of Saskatchewan (Collaboration)
- HALO X-ray Technologies Ltd (Collaboration, Project Partner)
- Nista Diagnostics (Collaboration)
- UNIVERSITY OF EXETER (Collaboration)
- Radius Diagnostics Ltd (Project Partner)
Publications

Arnold EL
(2020)
The use of µCT and fractal dimension for fracture prediction in osteoporotic individuals.
in Journal of the mechanical behavior of biomedical materials

Berli Marcelo
(2017)
Localized tissue mineralization regulated by bone remodelling: A computational approach
in PLOS ONE

Bonicelli A
(2021)
Age related changes of rib cortical bone matrix and the application to forensic age-at-death estimation.
in Scientific reports

Bonicelli A
(2022)
Assessing bone maturity: Compositional and mechanical properties of rib cortical bone at different ages.
in Bone

Dicken A
(2014)
Validation study of a ray-tracing simulator for focal construct geometry.
in Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine

Dicken A
(2015)
Energy-dispersive X-ray diffraction using an annular beam
in Optics Express

Dicken A
(2015)
High energy transmission annular beam X-ray diffraction.
in Optics express

Dicken A. J.
(2016)
TOWARDS POINT OF CARE INSTRUMENTATION FOR ACCURATE FRACTURE RISK PREDICTION
in OSTEOPOROSIS INTERNATIONAL

Dicken AJ
(2016)
Classification of fracture and non-fracture groups by analysis of coherent X-ray scatter.
in Scientific reports

Dicken AJ
(2015)
X-ray diffraction from bone employing annular and semi-annular beams.
in Physics in medicine and biology
Description | We have been able to show which physico-chemical and architectural features of bone show a measurable change associated with osteoporosis. Further, a new method to measure such features has been demonstrated and a route to production of a prototype instrument produced. We have, through a new collaboration with 'QBIM' and their FE modelling of osteoporotic bone, managed to show a close correlation with clinically critical mechanical bone properties and the architectural features revealed by CT. A paper is currently in prep. |
Exploitation Route | The fundamental data indicates how improved fractured prediction may be possible by appropriate in vivo measurements. |
Sectors | Healthcare Pharmaceuticals and Medical Biotechnology |
Description | The finding have shown which components of X-ray scatter signatures may be clinically significant. This is currently being considered by Halo X-ray Technologies (HXT) as the basis for development of a prototype instrument. HXT have submitted 2 Innovate UK grants and are a partner on an EPSRC grant (starting July 2018) to develop a working platform instrument based upon the new biomarkers. |
Sector | Healthcare |
Impact Types | Societal Economic |
Description | CRUK Grand Challenge |
Amount | £19,498,366 (GBP) |
Funding ID | Precision |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 04/2017 |
End | 04/2023 |
Description | EPSRC Healthcare Partnerships |
Amount | £750,000 (GBP) |
Funding ID | EP/R024316/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 06/2018 |
End | 06/2020 |
Description | EPSRC Impact Acceleration Account |
Amount | £10,000 (GBP) |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 07/2016 |
End | 03/2017 |
Description | EPSRC Institutional Sponsorship Fund |
Amount | £29,254 (GBP) |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 08/2016 |
End | 03/2017 |
Description | Home Office |
Amount | £400,000 (GBP) |
Funding ID | IRC2010 |
Organisation | Home Office |
Sector | Public |
Country | United Kingdom |
Start | 01/2011 |
End | 01/2014 |
Description | Home Office |
Amount | £400,000 (GBP) |
Funding ID | IRC2010 |
Organisation | Home Office |
Sector | Public |
Country | United Kingdom |
Start | 01/2011 |
End | 07/2014 |
Title | FCT on Bone |
Description | During the course of the research programme, we developed a new approach to the rapid and accurate acquisition of diagnostic information associated with osteo material. This includes both a new absorption imaging modality and a physicochemical probe that act simultaneously. Know collectively as focal construct technology, this was a significant development component of the research programme which successfully delivered data of a precision to enable its usefulness diagnostically. This has been described within several papers, one of which is identified below and the rest in the Publications section. |
Type Of Material | Technology assay or reagent |
Provided To Others? | No |
Impact | The impacts have included (a) the tool was essential for the successful application of one component of the CRUK proposal (see Further Funding) (b) the method was applied to the study of a different biological apatite system and this resulted in several extraneous publications (including a Sci Report, 2017) (c) the method has been adopted within a new PhD programme examining species differentiation for the forensic sector (d) the method will be used in a new collaboration with archaeologists at Exeter University where osteoporotic change in ancient civilisations will be explored. |
Title | Data supporting: 'Association between nanoscale strains and tissue level nanoindentation properties in age-related hip-fractures' |
Description | Measurement of the properties of bone as a material can happen in various length scales in its hierarchical and composite structure. The aim of this study was to test the tissue level properties of clinically-relevant human bone samples which were collected from donors belonging to three groups: ageing donors who suffered no fractures (Control); untreated fracture patients (Fx-Untreated) and patient who experienced hip fracture despite being treated with bisphosphonates (Fx-BisTreated). |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Data_supporting_Association_between_nanoscale_strains_... |
Title | Supporting data: 'Age Related Changes of Rib Cortical Bone Matrix: Application for Age-at-Death Estimation' |
Description | This study used autopsy material from 113 rib specimens. A set of 33 parameters were measured by standard bio-mechanical (nanoindentation and microindentation), physical (TGA/DSC, XRD and FTIR) and histomorphometry (porosity-ImageJ) methods. Stepwise regressions were used to create 35 equations that would produce the best 'estimates of age at death' vs real age of the cadavers. Five equations were produced; in the best of cases an equation counting 7 parameters had an R2 = 0.863 and mean absolute error of 4.64 years. |
Type Of Material | Database/Collection of data |
Year Produced | 2021 |
Provided To Others? | Yes |
URL | https://cord.cranfield.ac.uk/articles/dataset/Supporting_data_Age_Related_Changes_of_Rib_Cortical_Bo... |
Description | Combined Raman and X-ray Scattering |
Organisation | University of Exeter |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We are contributing the data, skills and knowledge from the EPSRC grant to a new consortium. |
Collaborator Contribution | This is a new consortium that has evolved during the past 2 months. It is designed to realise the findings from two EPSRC funded research grants and combine the outputs of both studies into a single progressive grant with significant added value. |
Impact | The initial output from the consortium will be an EPSRC grant submission due to occur in 2017. |
Start Year | 2017 |
Description | Halo exploitation |
Organisation | HALO X-ray Technologies Ltd |
Country | United Kingdom |
Sector | Private |
PI Contribution | We are providing the underpinning scientific expertise and skills required for commercialisation |
Collaborator Contribution | Halo X-ray are translating the research ideas that arise in response to outcomes from the EPSRC grant from ourselves to a practical and commercial space. |
Impact | CA |
Start Year | 2016 |
Description | Longitudinal imaging of bone tissue remodeling: a novel platform for probing skeletal adaptation |
Organisation | University of Saskatchewan |
Department | Department of Anatomy and Cell Biology |
Country | Canada |
Sector | Academic/University |
PI Contribution | The goal of this interdisciplinary research is to advance understanding of the spatio-temporal regulation of cortical bone remodeling. Stated simply, we seek to understand how a BMU plots its course through bone and what factors affect its progression both in terms of its resorptive and formative phases. Our role in the project would be to utilize image data to target post-mortem assessment of ultrastructural properties adjacent to BMUs in both the rabbit and the human bones. The culmination of our partnership will be the development of new computational models that allow integration of complex regulatory mechanisms governing the path and progression of BMUs through existing micro- and ultrastructure. |
Collaborator Contribution | This collaborative programme resulted in a major applicatio to the presidigeous Human Frontiers Science Programme involving a number of International collaborators. The Partners contributions were to realise the following objectives : 1. Establish a novel in vivo imaging protocol for longitudinal 3D observation of BMUs in the rabbit 2. Perform comparative 3D ex vivo imaging on human materials 3. Incorporate image data within multilevel computational models of BMU regulation for both humans and rabbits. |
Impact | We have yet to be successful in our efforts to fund this proposal. Further actions will be undertaken over the next 24 months. |
Start Year | 2016 |
Description | NISTA Diagnostics |
Organisation | Nista Diagnostics |
Country | United States |
Sector | Private |
PI Contribution | Our team is providing a component of the technical support to enable proper interpretation of data. |
Collaborator Contribution | This is a new collaboration that started in Oct 2019. This new US medical diagnostics company Nista Diagnostics Inc, are attempting to augment the pathological assessment of biological tissues through the use of X-ray scattering to examine a wide range of conditions. Nista made an approach to the Cranfield team as they were aware of the work we had been undertaking on osteoporosis and disease in other tissues. Nista have requested that the Cranfield team undertake all the essential 'up-front' work to commence a small clinical trial within the UK at two Centres and then manage the trials. The networks formed as a component of the EPSRC grant have enabled this to be undertaken quickly and we hope to be starting the trials within 2020. |
Impact | This is a commercial, multidisciplinary collaboration that is within early gestation stages, hence there are no definitive outputs as yet. |
Start Year | 2019 |
Description | QUBIM - modelling mechanical properties |
Organisation | Quibim SL |
Country | Spain |
Sector | Private |
PI Contribution | We are taking the CT data collected during the EPSRC grant and providing it to Qubim in order to develop models of mechanical properties from FE calculations. |
Collaborator Contribution | Qubim are a new, start-up company that is using clinical CT data to derive bone mechanical properties from FE calculations. They have agreed on a new collaboration where they exploit data collected from the sample cohorts of fractured and non-fractured bones to assess the mechanical properties and elate these to the physicochemistry. |
Impact | The CT data is currently being sent to Qubim and therefore we have no outputs to report at this early stage. |
Start Year | 2016 |
Description | Towards Preventing Vertebral Fractures Using Multiscale Biomechanical, Simulation and Imaging Techniques |
Organisation | Queensland University of Technology (QUT) |
Country | Australia |
Sector | Academic/University |
PI Contribution | We shall be undertaking nano-scale physicochemical characterisation of bone mineral crystals using X-ray Diffraction and Fourier Transform Infrared Spectroscopy. We shall use techniques established in our lab and utilised by Dr Greenwood in the EPSRC project, to establish potential correlations between these chemical biomarkers and both morphological (from micro-CT) and mechanical parameters (from tissue-level testing). |
Collaborator Contribution | This collaboration is through an ARC grant that will be submitted in March 2017 (hence no financial contributions have been attributed). The partners are planning to 1. Develop an integrated framework of novel imaging and biomechanical testing techniques to capture osteoporotic bone tissue biomechanics and morphology over multiple spatial scales. 2. Apply these techniques to obtain a comprehensive visual illustration and constitutive knowledge of mechanisms by which microfractures accumulate and culminate in vertebral fractures. 3. Design new hierarchical simulation techniques to replicate individualised multi-scale anatomy for a musculoosseoligamentous system, with a focus on the aged osteoporotic spine. 4. Predict trabeculae microfracture (top-down approach) and vertebral compression fracture risk (bottom-up approach) in the osteoporotic spine for simulated loading conditions representing authentic physical activities. 5. Using probabilistic modelling methods, characterise the relative importance of bone architecture, external loading and bone tissue properties in regulating fracture risk in the osteoporotic spine. |
Impact | No outputs as yet except for a complete grant proposal. |
Start Year | 2017 |
Company Name | HALO X-ray Technologies |
Description | HALO X-ray Technologies develops security scanning technology using x-rays. |
Year Established | 2012 |
Impact | Halo X-ray Technologies Ltd (HXT) has its offices and development facilities based in *BioCity Nottingham. HXT systems offer new opportunities to the aviation security environment and will be potentially deployed in greater locations throughout the airport. The aviation checkpoint will be improved as our technology and systems roll out and new HXT technology will facilitate additional security checks at the departure gate. *BioCity is a private limited company founded by the University of Nottingham and Nottingham Trent University who are each part owners of the business. |
Website | http://www.haloxray.com |
Description | Girl Guide Engagement |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Schools |
Results and Impact | Given the research subject, we believed that it was important to address the issues of osteoporosis in audiences of young women. We therefore undertook a series of talks and information sessions through the local girl guiding organisations on a number of occasions. |
Year(s) Of Engagement Activity | 2015,2016 |
Description | International Centre for Diffraction Data |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | We believed that it was important to engage with a professional organisation in the analytical science sector - especially associated with X-ray diffraction. The International Centre for Diffraction Data (ICDD) based in Philadelphia is pre-eminent as a company within the professional diffraction sector and therefore we approached ICDD and were subsequently invited to Philadelphia to present our work to the Members at Large. |
Year(s) Of Engagement Activity | 2016 |
Description | Womens Institute Engagement |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Patients, carers and/or patient groups |
Results and Impact | As part of the outreach from the study, we undertook a formal engagement with the Women's Institute to disseminate information and findings associated with the study. This was particularly relevant given the nature of the research and the audience. The engagement involved a number of interviews culminating in a talks provided to a number of regional Women's Institute meetings. |
Year(s) Of Engagement Activity | 2015,2016 |