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.
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.
Publications
Carmichael J
(2023)
Delayed diagnosis resulting in increased disease burden in multiple myeloma: the legacy of the COVID-19 pandemic.
in Blood cancer journal
Cook G
(2024)
Ixazomib as consolidation and maintenance versus observation in patients with relapsed multiple myeloma eligible for salvage autologous stem-cell transplantation (Myeloma XII [ACCoRD]): interim analysis of a multicentre, open-label, randomised, phase 3 trial.
in The Lancet. Haematology
Holmes M
(2023)
Efficacy of coxsackievirus A21 against drug-resistant neoplastic B cells.
in Molecular therapy oncolytics
McMillan A
(2023)
Daratumumab, bortezomib and dexamethasone at first relapse for patients with multiple myeloma: A real-world multicentre UK retrospective analysis.
in British journal of haematology
Seymour F
(2022)
Immune senescence in multiple myeloma-a role for mitochondrial dysfunction?
in Leukemia
| 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 |
