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TRAnsFORM: Trial Assessments of Fitness and Outcomes Research in Myeloma

Lead Research Organisation: University of Leeds
Department Name: School of Medicine

Abstract

Background
Our population is ageing, and as this happens the rates of cancer are increasing. However, as people age the risk of other diseases also increases, for example heart disease, stroke, diabetes, joint disease and many others, leading to frailty. To provide cancer treatment safely and effectively to older people we therefore need to adjust the therapies we use according to an individual's level of fitness, so that more patients can receive treatment and side effects can be reduced. Unfortunately at present we do not have reliable ways of measuring frailty or judging which therapies are likely to be best for which people. This research tests an entirely new approach to calculating an individual's frailty.

Aims
This project will test whether wearable activity trackers, similar to those often used for sports and exercise, can measure activity levels in older adults undergoing cancer treatment, and whether the information from the trackers can help patients and their doctors make better choices about which therapies are most suitable for them.

Research Plan
We will approach patients who have already agreed to take part in a large clinical study that is testing treatments for older adults with multiple myeloma (a common blood cancer). Patients who take part in our project will wear a tracker before and during their cancer treatment, for about 3 months. We will analyse the data collected and combine this with data collected from the larger clinical study such as how well treatments work and side effects that occur.

Benefits of the Research
We will use the information from the trackers to develop better ways of testing frailty; these could help doctors to personalise the treatments offered to elderly or frail patients in the future. One benefit will be identifying patients who are older but actually very fit and who could benefit from standard treatment. Equally importantly, we will be able to ensure that those for whom standard doses are likely to cause multiple side effects can be offered gentler therapies that would work better. We're starting this research in people with multiple myeloma, however it's likely the tools we develop could help people with other cancers and chronic diseases. We will make sure the results of the research are released quickly and widely so the maximum number of patients can benefit.

About the Researcher
I am a Consultant Haematologist working in Leeds. I spend most of my time caring for people with multiple myeloma, many of whom are elderly. I am passionate about making sure that elderly and frail people get the best possible treatments for their cancers, and I have a superb team of researchers working with me to ensure this project is successful.

Technical Summary

The hypothesis of this project is that incorporation of data on physical performance will allow refinement of the frailty assessments currently employed within the clinic, thus better predicting tolerance of therapy and rates of treatment-emergent adverse events. The project will run as a feasibility and biomarker discovery substudy of the NCRI/CRUK/UKMRA FiTNEss trial, which randomises elderly and frail patients with multiple myeloma to reactive dose adjustment vs. frailtyscore-based pre-emptive dose reduction. The feasibility of wearable activity measurement in a frail population with cancer will be determined. Wearable actigraphy and multimodal biophysical fitness data, before and during trial chemotherapy, will be assessed against key outcomes of the FiTNEss study, including rates of dose reduction/delay/omission, treatment discontinuation, early death and disease endpoints. A digital frailty phenotype algorithm will be developed, incorporating activity and biophysical parameters alongside existing clinical frailty scores, for prospective assessment in the next late phase prospective national study for elderly patients with myeloma. Use of raw actigraphy data and non-proprietary formats will maximise generalisability of findings to alternative activity tracking technology and applicability to other populations.
 
Description Concept and Access Research Programme - Extension
Amount £301,079 (GBP)
Organisation Myeloma UK 
Sector Charity/Non Profit
Country United Kingdom
Start 01/2024 
End 01/2025
 
Description Leeds Teaching Hospitals Biophysical Assessment Resource Bank
Amount £9,995 (GBP)
Organisation Leeds Hospitals Charity 
Sector Charity/Non Profit
Country United Kingdom
Start  
 
Description Myeloma XVII trial (OPtiMMune)
Amount £10,000,000 (GBP)
Organisation Regeneron Pharmaceuticals, Inc. 
Sector Private
Country United States
Start 04/2025 
End 05/2035
 
Description Validating the effectiveness of oncolytic virus-based combination immunotherapy for the treatment of Multiple Myeloma.
Amount £9,718 (GBP)
Organisation Leeds Cares 
Sector Charity/Non Profit
Country United Kingdom
Start 08/2023 
End 03/2024
 
Description eRAPID-Implementation (eRAPID-I): Implementing digitally supported cancer care: from clinical trial to clinical practice
Amount £641,167 (GBP)
Organisation Yorkshire Cancer Research 
Sector Charity/Non Profit
Country United Kingdom
Start 02/2024 
End 01/2028
 
Title TRAnsFORM trial dataset 
Description Clinical trial dataset comprising actimetry, device wear, ambient light, grip strength, gait speed, respiratory flow rates and balance testing, in conjunction with FiTNEss trial outcomes. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? No  
Impact Collection of this dataset is ongoing. An analysis plan is contained within the TRAnsFORM protocol. Mechanisms are in place through University of Leeds for applications to access this dataset 
 
Description Collaboration with Ali group 
Organisation University of Leeds
Department School of Computing Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Clinical context and expertise, TRAnsFORM dataset, clinical trials experience.
Collaborator Contribution Machine learning approaches to large clinical datasets
Impact Submission and successful selection of a MRC DiMeN PhD project. However, candidate not appointable. This project will be resubmitted for the next round.
Start Year 2022
 
Description Collaboration with Chakrabarty Group 
Organisation University of Leeds
Department Faculty of Biological Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Delineation of clinical research questions regarding MedTech approaches to frailty assessment, limitations of current technology, access to clinical research resources
Collaborator Contribution Development of novel biomechanical and AI-guided devices and techniques for assessment of novel potential correlates/determinants of frailty in patients undergoing intensive therapies
Impact Candidate devices identified PhD project submission to Blood Cancer UK (not funded) Further PhD and MSc projects in preparation for testing and evaluation of new approaches
Start Year 2023
 
Description Collaboration with Prof Melanie Burke 
Organisation University of Leeds
Department Leeds School of Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution Ethics submission, patient and carer recruitment, MSc project supervision, now PhD candidate supervision
Collaborator Contribution Psychology expertise, MSc and PhD supervision, FNIR imaging
Impact 2 MSc projects supervised. Successful funding application for PhD fellowship and a patient-facing focus project. PhD underway.
Start Year 2024
 
Description Collaboration with West Midlands Haematology Research Consortium 
Organisation West Midlands Research Collaborative
Country United Kingdom 
Sector Public 
PI Contribution Contributing to several real world data collection projects, leading one looking at triple-class exposed UK patients. Abstract submitted to EHA. Paper in preparation
Collaborator Contribution Large multi-centre datasets
Impact EHA abstract submitted. Manuscript in preparation
Start Year 2024
 
Title BACBONE 
Description NIHR HTA Submission made for clinical trial to evaluate custom back bracing in patients with newly diagnosed multiple myeloma and back disease. Awaiting feedback from Stage 1 review. 
Type Therapeutic Intervention - Medical Devices
Current Stage Of Development Early clinical assessment
Year Development Stage Completed 2024
Development Status Under active development/distribution
Impact This has involved developing a cross-specialty working group (clinical trials unit, methodologists, statistician, range of clinicians - haematologists, radiologists, spinal surgeons, orthotists and physiothrerapists) which is an excellent forum for developing further projects going forwards. Orthotics in particular has been a research-poor area of clinical practice in the UK and we hope to be able to develop this. This project also offers a CI role for me for this application - enabling my academic development. 
 
Title Karonudib early phase trial 
Description We have submitted an application to Yorkshire Cancer Research for an early phase clinical trial evaluating Karonudib in multiple myeloma patients, in collaboration with the University of Sheffield. The initial funding application was successful and we are now developing a full funding submission. 
Type Therapeutic Intervention - Drug
Current Stage Of Development Early clinical assessment
Year Development Stage Completed 2024
Development Status Under active development/distribution
Impact New collaboration with Sheffield. Potential for significant patient benefit from the outputs of this trial in the future. 
 
Title Myeloma XVII (OptiMMune) 
Description I have been part of the group from University of Leeds CTRU that has successfully been awarded a c. £10m grant from Regeneron for development of a combined early and late-phase clinical trial. This is now at the stage of protocol development. 
Type Therapeutic Intervention - Drug
Current Stage Of Development Late clinical evaluation
Year Development Stage Completed 2024
Development Status Under active development/distribution
Impact Will pioneer a new strategy for coping with the immunsuppression associated with modern immunotherapy approaches. 
 
Title TRAnsFORM clinical trial 
Description TRAnsFORM is running as a substudy within the FiTNEss trial, evaluating biophysical assessments for augmentation of frailty assessments.. Patients remain on study and data is being collected as per protocol 
Type Therapeutic Intervention - Medical Devices
Current Stage Of Development Late clinical evaluation
Year Development Stage Completed 2024
Development Status Under active development/distribution
Clinical Trial? Yes
Impact Methodologies and technologies have been developed for the data collection from the actimetry device, and integration of the data into our clinical trials dataset. There has been extensive learning about the approaches to implementing a medtech intervention in a multi-centre national trial which will feed into future projects. 
 
Description Patient Group Workshop - Impact of Bone disease and pain 
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 Workshop for patients and carers, centred on bone disease, pain and their impact on quality of life and physical function for patients with multiple myeloma. This information will feed directly into clinical trial design.
Year(s) Of Engagement Activity 2023
 
Description Patient Group Workshop - Impact of Infections 
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 Workshop for patients and carers, centred on infections and their impact on quality of life for patients with multiple myeloma. This information will feed directly into clinical trial design.
Year(s) Of Engagement Activity 2023
 
Description Patient Infodays 
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 Myeloma UK Patient Infoday - an opportunity to report back to patients and carers on some of the research occurring in the CTRU
Year(s) Of Engagement Activity 2025