Design Optimisation of Tissue Scaffolds Using Patient-specific and In Vivo Criteria

Lead Research Organisation: Heriot-Watt University
Department Name: Sch of Engineering and Physical Science

Abstract

Background:
As a result of increasing life expectancy diseases in bone and various types of soft tissue have become a major health concern. For example, in the UK, musculoskeletal conditions are a major area of NHS expenditure, consuming £4.76 billion in 2009-2010 alone. Currently cancer affects one in three of us during our lifetime and, in 2010, the costs of cancer diagnosis and treatment across the UK was estimated at £9.4 billion. The treatment process can require significant amounts of tissue to be removed or destroyed, with the resulting damage requiring a supply of appropriate viable tissues from the patient or from donors which may be of limited availability. Tissue engineering, as a fast emerging interdisciplinary area, offers enormous potential to solve such a critical problem in public health and socio-economy. Not only does the scaffold create a structural matrix to generate the required spatial tissue anatomy, but also provides a vehicle for the nutrient intake and waste product removal from/to the surrounding environment necessary for cell proliferation and tissue growth. However, there remain critical challenges, including a 'lack of quantitative design optimisation approach for scaffold architecture' and 'how to incorporate in vivo environment and patient-specific factors in scaffold selection', which to some extent prevent tissue engineering from being translated to a clinically-adoptable technology.

Programme and Methodology
This First Grant proposes to address the challenges identified above and, more importantly, to make critical steps forward in bridging the gap between the advances in in vitro tissue engineering and its ultimate goal of 'in vivo tissue regeneration' by giving it an additional dimension of vitality, i.e. design optimisation of scaffolds subject to tissue-specificity and patient-specificity. The approach taken here is to establish a design optimisation framework that considers different tissue environment, the underlying engineering challenges of scaffolding in vivo, and the fluid and solid mechanics problems involved, using state-of-the-art computational tools including structural optimisation and inverse homogenisation. This project aims to address the following critical aspects in the design process of scaffold microstructure: i) Permeability of scaffold microstructure will be optimised towards the degree of anisotropy in the local microfluidic environment near the scaffold-host interface; ii) To improve the transport capacity of large scaffolds, a gradient transport property across the scaffold will be obtained by applying a gradient test field (macroscopically uniform but microscopically gradient); iii) An additional optimisation objective with respect to the minimisation of interfacial stress will be introduced, which not only dictates that the scaffold geometrically fits into the tissue cavity but also ensures that the interfacial stress caused by the possible relative movement between scaffold and the host tissue can be kept to a minimum; iv) A multi-objective optimisation scheme that takes into account the microenvironment of host tissue affected by both tissue-specific and patient-specific factors; v) The effective capacity of oxygen diffusion and nutrient supply in the scaffold microstructure will then be evaluated by an in silico mass diffusion model.

Project Outcome
The ultimate deliverable from this First Grant is a novel design optimisation tool for tissue scaffold. This tool will, for the first time, enable the scaffold microstructures to be designed towards individual and personalised use in vivo.

Clinical Relevance
The project also benefits from a clinical advisor who can provide not only additional sustainability to the programme and bring a new collaboration and clinical contacts from the NHS, but also the biomedical context to ensure that the implications of any simplifications can be addressed in future work.

Planned Impact

Successful completion of this project would lead to a novel design tool that will significantly advance the development of the tissue-specific and patient-specific use of tissue scaffolds in vivo, and lead to critical scientific advances in translating tissue engineering into a clinically-adoptable technology. Apart from the academic impact that will be elucidated in the previous section, the beneficiaries of this research programme span from commercial end users and society in general to the people directly involved in the project work.

Commercial end users:
The proposed research has the potential to lead to patient-specific tissue scaffold designs, which is in line with the current development in personalised medicine in biomedical industry, and provides valuable information which can be used by tissue constructs manufacturers to direct and prioritise future R&D activities;

NHS:
By introducing key in vivo environment and patient-specific factors into the design optimisation process of tissue scaffolds, this project will pave a new avenue to advance tissue engineering from laboratory to clinics - an innovative approach to increase the efficacy of tissue constructs in clinical applications;

Quality of life:
Due to the generic nature of the proposed design framework for scaffold design, this project is also anticipated, as a long-term societal benefit, to contribute to the resolution of healthcare challenges in the UK in order to improve the quality of life.

People:
The transferrable skills including project management, development of computational tools, the attendance at key national and international conferences and new collaborations that may arise from the project will benefit both the PI and the PDRA throughout their career. This project will provide an essential platform on which the people involved will have the opportunities to develop themselves towards world-leading figures in tissue engineering and patient-specific modelling.

Publications

10 25 50
 
Description The method developed from this project has a direct use in design optimisation process of porous biomaterials for tissue engineering purposes. It is capable of taking into account the physical properties of host tissue when designing the scaffold towards a tailored properties, suitable for in vivo use. The team is currently involved as co-PI in an EPSRC 4MD Platform Grant funded pilot project (on-going) at Heriot-Watt, and this project, originated from a KTP project, involves an industrial partner, with whom the team is developing new design methods compatible with alloy manufacturing methods for titanium-based porous scaffolds for tissue engineering applications. During the course of the project, the team developed a unique computational method that can predict micromechanical behaviours and properties of heterogeneous materials (human soft tissue for example). This has formed the basis of a recently-funded EPSRC Healthcare Impact Partnership (HIP) grant in 2021. This new project, led by the PI, involving NHS Lothian (Urology Department and Colorectal Unit), University of Edinburgh, and two industrial partners (CMR Surgical and Intellipalp Dx), is working on integrating the method developed from this EPSRC project into a future clinical application in the context of intra-operative tissue characterisation and surgical margin assessment for robot-assisted surgery. Although not a major, direct, finding from the original EPSRC project, its uniqueness provides the team with an opportunity to apply the method in a new area and the team is hoping to exploit this over the next three years with an aim of improving precision for robot-assisted minimally-invasive surgery.
First Year Of Impact 2020
Sector Healthcare,Manufacturing, including Industrial Biotechology
Impact Types Societal,Economic

 
Description ''Mechanically-intelligent'' Intra-operative Tissue Quality Assessment - Towards Robot-assisted Tumour Removal - EPSRC HIPs 2021
Amount £1,250,000 (GBP)
Funding ID EP/V047612/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2021 
End 08/2024
 
Description British Council - Newton Fund - UK-China International Research Collaboration Award
Amount £8,500 (GBP)
Organisation Newton Fund 
Sector Public
Country United Kingdom
Start 01/2019 
End 03/2020
 
Description EPSRC 4MD Platform Grant Funded Pilot Project
Amount £40,000 (GBP)
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 11/2022
 
Description Intra-operative tissue quality assessment - towards robot-assisted tumour removal'
Amount £84,000 (GBP)
Funding ID M00109.0001/TZH/MHR 
Organisation Melville Trust for Care and Cure of Cancer 
Sector Charity/Non Profit
Country United Kingdom
Start 06/2021 
End 05/2024
 
Description Medical Research Scotland PhD scheme
Amount £100,000 (GBP)
Organisation Medical Research Scotland 
Sector Charity/Non Profit
Country United Kingdom
Start 10/2020 
End 09/2024
 
Title Scaffold design optimisation framework 
Description The method developed is capable of design and optimise the microstructure of scaffold towards having the tissue-mimicking properties, including both tissue stiffness and permeability. 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2017 
Provided To Others? No  
Impact This is essential to the success of scaffold in vivo, as having tissue-mimicking properties for the implanted scaffold will ensure little disruption to local micromechanical environment compared to host tissue conditions. This, according to existing studies, is one of the key factors that would lead to improved tissue regeneration outcome. This could also be used to shorten the design 'cost' of tissue scaffolds, by introducing a level of optimisation process in its microstructural design, therefore leading to reduced cost. 
 
Title In vivo scaffold design framework 
Description Our developed modelling algorithm is capable of design and optimisation of porous material and its microstructure, taking into account the host tissue and its mechanical interaction with the newly implanted scaffold structures. It is based on inverse homogenisation method integrated with topology optimisation theory. 
Type Of Material Computer model/algorithm 
Provided To Others? No  
Impact It is still at an early stage - impact results from our model will be reported at a later stage. 
 
Description New Collaboration with Dr Michael Crichton (HWU) and Dr Denis Headon (U Edinburgh) 
Organisation University of Edinburgh
Department The Roslin Institute
Country United Kingdom 
Sector Academic/University 
PI Contribution The patient-specific nature of the human tissue and its manifestation in the tissue's physical properties are critical to evaluation of the efficacy of medical device in monitoring the tissue condition. I've contributed to and been involved in the new research collaboration with Dr Crichton and Dr Headon in the area of human skin developmental biology and how the mechanics could drive developmental events in fingerprint formation. My group has used the techniques developed from this EPSRC grant in the area of histology-based tissue microstructure modelling and applied them to the skin model, for the purpose of catching the key events during the fingerprint formation that could explain the interactions between mechanics, structures and biological functions.
Collaborator Contribution The partners provided experimental data on the mechanical measurements of human skin (using AFM) and the imaging data of such tissue samples (both fluorescent and H&E on fixed tissue).
Impact We have just submitted a joint research paper on this topic. We are currently looking for funding opportunities to take this research forward, and we believe it could have significant impact in human developmental biology and disease condition monitoring for HT-related research.
Start Year 2020
 
Description New Collaboration with Dr. Ferry Melches 
Organisation Heriot-Watt University
Country United Kingdom 
Sector Academic/University 
PI Contribution As a result of the design optimisation framework developed from this project, a new collaboration with Dr. Melches's group was established. The aim is to mechanically characterise the PL(G)A polymer that is biocompatible and can be used as materials for tissue scaffolds. This will be used as an 'input' as material properties for the design framework, which will then 'inversely' design the topology of the scaffold microstructure, in order to achieve the desired properties. Between the two groups, we secured funding for a summer research project, and the student used various mechanical characterisation methods to understand the elasticity and viscoelasticity of the said materials.
Collaborator Contribution Dr. Melches's group co-supervised the summer project, and provide polymer samples as well as access to the equipment for the experiments.
Impact The collaboration is multi-disciplinary, involving biofabrication and polymer chemistry.
Start Year 2016
 
Description New collaboration with Dr Jennifer Paxton (U of Edinburgh) 
Organisation University of Edinburgh
Country United Kingdom 
Sector Academic/University 
PI Contribution My group at HWU developed a computational method in designing porous materials, suitable for 3D inkjet bioprinting, towards prescribed properties. We apply this method to designing the microstructure of 'anchors', ~5-10mm in dimension, which are used to 'connect' the cultured tendon tissue to the bone tissue as a bridge. The introduction of the porous materials as the interface is expected to greatly enhance its strength, which has been the limiting factor for this technology to be adopted clinically.
Collaborator Contribution Dr Paxton developed a number of tissue engineering solutions to tendon-bone constructs. The unique feature of it is that, compared to most TE-cultured tendon where the outcome is just the tendon tissue itself, a fully-developed interface between the cultured tendon tissue and a rigid (relatively speaking) anchor can be obtained during the tissue culture. Dr Paxton and her group are currently using the porous materials designed by us as anchors co-cultured with tendon, hoping to achieve a higher inter-facial strength, at least by 1 order of magnitude .
Impact At the point of researchfish submission, the porous materials have been designed by us and been passed to Dr Paxton for biocompatibility tests first. After that, we plan to have at least 20 cultured tissue-anchor constructs and test their mechanical strength. The results will be compared to the previous ones where solid cement-based anchor materials were used.
Start Year 2018
 
Description New collaboration with Dr Rui Zhu - Tongji University 
Organisation Tongji University
Department Medical School
Country China 
Sector Hospitals 
PI Contribution HWU group initiated new collaboration with Dr Rui Zhu, Associate Professor, and his group from the Medical School at Tongji University, China in 2018. The structure-property relationship model developed from this EPSRC project was then used to characterise a number of different soft tissues in human spinal structure, particularly on the annulus fibrosus tissue. We applied our microstructural model and successfully derived the tissue (both elastic and viscoelastic) properties, which are currently used to be correlated to clinical indices for degenerative spinal cord disease. We expect some first-hand results for this by June 2019.
Collaborator Contribution Dr Rui Zhu and his group at Tongji University provided clinical inputs, including sample histology and medical images, following approved ethics application, into our developed model. Moreover, the model parameters from the biomechanical model of spinal cord involving both spinal tissue and muscular network were introduced, in the format of biomechanical loading, into our tissue models.
Impact This collaboration is multi-disciplinary, between the groups at HWU (Biomechanics) and Tongji University (Clinical spine disease research). The immediate outcomes from this collaboration would be a predictive model that could estimate the mechanical properties of annulus fibrosus tissue from their tissue microstructure. We plan to correlate the derived mechanical properties to the clinical indices of the patient from whom the sample was retrieved, leading to a quantitative relationship between mechanics and pre-surgical conditions.
Start Year 2018
 
Description Workshop - between engineers and clinicians 
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 Supported by the project, we organised a workshop which was designed to provide an opportunity to bring engineers,biologists and clinicians together for identified and relevant topics. In total around 30 participants were involved, including 5 clinicians, 10 biologists and 15+ engineers. There are many areas of interest that have been further identified, and a few new collaborations were established (either with or without the inclusion of the PI).
Year(s) Of Engagement Activity 2016