MICA: CT-derived fractional flow reserve (FFRCT) for the improved management of chest pain patients
Lead Research Organisation:
Liverpool Heart and Chest Hospital NHS Trust
Department Name: Cardiothoracic Centre
Abstract
Chest pain may be a symptom that is related to a narrowing of the heart blood vessels (coronary artery disease [CAD]). This chest pain, known as angina, can result in a reduced quality of life and, if not diagnosed and managed appropriately, could result in a heart attack. Coronary disease remains the largest cause of death in the United Kingdom today, with one death every 4 minutes. Guidelines recommend the use of tests to help diagnose and manage chest pain 'angina' patients. Coronary computed tomography angiography (CCTA) is a test that takes images of the heart blood vessels. It is the main test for patients presenting with angina, as it is excellent at saying when the heart blood vessels are normal, and can be reassuring for patients. However, when narrowing's are present CCTA lacks the ability to tell whether they are causing the patient's symptoms.
A new technology, CT-derived fractional flow reserve (FFRCT) uses the CCTA images to make a 3D model of the heart blood vessels that shows whether there is a limitation in the blood flow to the heart which is causing the symptoms. The National Institute for Health and Care Excellence (NICE) recommends the use of FFRCT in a chest pain pathway. However, use of this new technology remains limited due to funding restrictions and uncertainty as to its benefit in the NHS.
This study aims to determine the extent to which the new FFRCT technology is safe and reliable, provides a quicker time to diagnosis for the patient, reduces the need for further tests and thus represents good value to the NHS.
A new technology, CT-derived fractional flow reserve (FFRCT) uses the CCTA images to make a 3D model of the heart blood vessels that shows whether there is a limitation in the blood flow to the heart which is causing the symptoms. The National Institute for Health and Care Excellence (NICE) recommends the use of FFRCT in a chest pain pathway. However, use of this new technology remains limited due to funding restrictions and uncertainty as to its benefit in the NHS.
This study aims to determine the extent to which the new FFRCT technology is safe and reliable, provides a quicker time to diagnosis for the patient, reduces the need for further tests and thus represents good value to the NHS.
Technical Summary
Coronary Computed Tomography Angiography (CCTA) is recommended as the first-line diagnostic test for patients with suspected angina and coronary artery disease (CAD). The accurate diagnosis of CAD is important to allow the appropriate medical treatment and post-test risk stratification to identify patients that might benefit from revascularisation. FFRCT is a non-invasive physiological test that can assess flow limitation across a coronary stenoses with high diagnostic accuracy and good correlation to invasive FFR. FFRCT has been shown in trials to reduce the total number of inappropriate invasive coronary angiograms (ICAs) post-CCTA and increase the revascularization treatment rate. FFRCT has the potential to improve diagnostic certainty, reduce unnecessary downstream tests and the patients time to treatment. NHS trusts and clinical commissioning groups (CCGs) are hesitant to find alternative innovation technology funding due to the current budgetary constraints. This has resulted in significant delay in funding and adopting the technology. To address this issue, NHS England awarded HeartFlow an Innovation and Technology Payment (ITP) to increase the uptake of the technology.The NHS should benefit by reducing the number of invasive tests and the wider economy will benefit from fewer lost working days. The ITP programme will end in April 2020, and as yet only two CCGs have agreed to continue funding FFRCT. A key hurdle is that there remains a lack of 'real world practice' evidence to support the clinical trial data, particularly in the UK healthcare setting. This grant application is aimed at addressing this problem, using real world patient data, retrospectively collected to assess hard clinical outcomes and costs to determine the true impact of FFRCT within the NHS patient care pathway.
Planned Impact
Approximately 7 million people are living with cardiovascular disease (CVD) in the UK. CVD remains the major cause of death in the population, responsible for 25% of all deaths. There has been great success in the treatment of CVD over the last 30 years with a steady decline in mortality. However, there remains a high burden of overall CVD as morbidity increases. The cost of CVD is thus substantial, representing £9 billion of direct healthcare related costs and £19 billion in indirect costs to the economy of patients living with CVD.10 CAD is the most common form of CVD. This occurs when there is atherosclerosis of the coronary arteries due to several risk factors, including age, hypercholesterolaemia, smoking, obesity and family history. The most common symptom of CAD is chest pain (angina). In 2000, 634,000 patients consulted their general practitioner 2.35 million times at a cost of £700 million. The 2007 British Cardiac Patients Association angina survey demonstrated that >50% of angina sufferers have at least one attack per week, and that 66% of sufferers feel their symptoms have a moderate-severe impact upon their quality of life. If left undiagnosed or untreated, CAD may result in myocardial infarction, which is responsible for 66,000 deaths per annum.
The accurate diagnosis of CAD is important to allow the appropriate medical treatment and post-test risk stratification to identify patients that might benefit from revascularisation.
FFRCT is a non-invasive physiological test that can assess flow limitation across a coronary stenoses with high diagnostic accuracy and good correlation to invasive FFR. FFRCT has been shown in trials to reduce the total number of inappropriate invasive coronary angiograms (ICAs) post-CCTA, by reducing the number of cases with no obstructive coronary artery disease. This increases the revascularization treatment rate, which represents a more efficient use of the expensive catheter angiography laboratory. Patients could therefore be receiving the test with the highest accuracy, improving diagnostic certainty, thereby reducing unnecessary downstream tests and the time to treatment.
The NHS should benefit by reducing the number of invasive tests and the wider economy will benefit from fewer lost working days. In addition, the ITP has allowed national coverage of FFRCT which has the potential to remove regional variations in clinical practice and spending costs. NHS England Rightcare data has highlighted the regional variation in clinical practice across the clinical commissioning groups (CCG's), in particular the elective and non-elective healthcare spending costs and <75 years mortality rates. The existing evidence for the use of FFRCT is based on randomised controlled trials, registry studies and economic analysis from a US providers' perspective. There is no real-world comparative data, and no literature from the perspective of NHS practice, which differs from the more 'invasive' approach in the US. This research will answer whether an NHS FFRCT pathway is better for the patients in terms of safety, reducing unnecessary alternative tests and time to treatment compared to previous diagnostic pathways- including CCTA, stress echocardiography, stress perfusion MRI and nuclear scintingraphy. The impact on the NHS will be determined by comparing costs of a CCTA and selective FFRCT pathway to those of a standard of care pathway as well as the number of hospital visits. This research has the potential to increase the effectiveness of public services and influence health policy
The accurate diagnosis of CAD is important to allow the appropriate medical treatment and post-test risk stratification to identify patients that might benefit from revascularisation.
FFRCT is a non-invasive physiological test that can assess flow limitation across a coronary stenoses with high diagnostic accuracy and good correlation to invasive FFR. FFRCT has been shown in trials to reduce the total number of inappropriate invasive coronary angiograms (ICAs) post-CCTA, by reducing the number of cases with no obstructive coronary artery disease. This increases the revascularization treatment rate, which represents a more efficient use of the expensive catheter angiography laboratory. Patients could therefore be receiving the test with the highest accuracy, improving diagnostic certainty, thereby reducing unnecessary downstream tests and the time to treatment.
The NHS should benefit by reducing the number of invasive tests and the wider economy will benefit from fewer lost working days. In addition, the ITP has allowed national coverage of FFRCT which has the potential to remove regional variations in clinical practice and spending costs. NHS England Rightcare data has highlighted the regional variation in clinical practice across the clinical commissioning groups (CCG's), in particular the elective and non-elective healthcare spending costs and <75 years mortality rates. The existing evidence for the use of FFRCT is based on randomised controlled trials, registry studies and economic analysis from a US providers' perspective. There is no real-world comparative data, and no literature from the perspective of NHS practice, which differs from the more 'invasive' approach in the US. This research will answer whether an NHS FFRCT pathway is better for the patients in terms of safety, reducing unnecessary alternative tests and time to treatment compared to previous diagnostic pathways- including CCTA, stress echocardiography, stress perfusion MRI and nuclear scintingraphy. The impact on the NHS will be determined by comparing costs of a CCTA and selective FFRCT pathway to those of a standard of care pathway as well as the number of hospital visits. This research has the potential to increase the effectiveness of public services and influence health policy
Publications
Fairbairn T
(2023)
CT FFR in stable heart disease and Coronary Computed Tomographic Angiography helps improve patient care and societal costs
in European Heart Journal
Timothy A Fairbairn
(2025)
Implementation of a national AI technology program on cardiovascular outcomes and the health system
in Nature Medicine
| Description | invited to participate in a Early Technology Evaluation with NICE for a new health technology CariHeart |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://www.nice.org.uk/guidance/hte4 |
| Description | TARGET: Health virtual twins for the personalised management of stroke related to atrial fibrillation |
| Amount | € 10,000,000 (EUR) |
| Funding ID | 10113899 |
| Organisation | EU Health Programme |
| Sector | Public |
| Country | European Union (EU) |
| Start | 03/2024 |
| End | 04/2027 |
| Title | interactive sequal and access database |
| Description | Developed from the NHS digital data - 4.8million rows of data. We have a sequal and access database with a complex algorithm for defined clinical end points (heart attack, stroke) which allows accurate determination of whether a clinical event has occurred during an inpatient admission. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2022 |
| Provided To Others? | No |
| Impact | The British Heart Foundation data science team are engaged with us and are interesting in using the FISH and CHIPS data and methodology as the basis for future studies using routinely collected NHS data |
| Title | FISH and CHIPS dataset |
| Description | Database of 4.8million health records from 90,533 patients across NHSE who were being investigated with CT scans for coronary artery disease. We identified 4884 deaths, > 4000 heart attacks. It includes 480,300 hospital admissions, 1,093,978 diagnostic tests, 334,124 emergency room attendances and 2,800,580 outpatient visits. |
| Type Of Material | Data analysis technique |
| Year Produced | 2023 |
| Provided To Others? | No |
| Impact | The dataset has been used for defining cardiovascular clinical outcomes from big data from NHS digital. It uses validated complex algorithms which can be simply transferred to other endpoints. The BHF data science centre are working with us to utilise the methodology and potentially the actual dataset for future research projects. |
| Description | British Heart Foundation Data Science Centre |
| Organisation | British Heart Foundation (BHF) |
| Country | United Kingdom |
| Sector | Charity/Non Profit |
| PI Contribution | The FAC study team are working with the BHF data science centre team to share the CT images and data with them as part of a open access trusted research environment (TRE) for collaborations and data analysis. This utilises the BHF team, linked HES outcomes and DARS approvals. We will be a pilot phase for wider role out. |
| Collaborator Contribution | The BHF are providing their science team expertise. We are advising with our experience. |
| Impact | not yet |
| Start Year | 2024 |
| Description | FFRCT In Stable Heart disease and Coronary Computed Tomography Angiography Helps Improve Patient care and Societal costs |
| Organisation | HeartFlow |
| Country | United States |
| Sector | Private |
| PI Contribution | We are assessing whether a CCTA and FFRCT diagnostic pathway reduces health-related events, time to diagnosis and overall healthcare costs compared to a 'standard of care' CCTA diagnostic chest pain pathway. |
| Collaborator Contribution | Heartflow will provide the expertise of their research staff, along trial management experience to support the study. They have agreed to provide us with the CT FFR data for every patient that has received a CT FFR in the study time period. |
| Impact | no outputs as of yet. |
| Start Year | 2020 |
| Description | Machine learning Utilisation to enHance the Yield of Plaque Evaluation in AtheroSclerosis (MUSHY PEAS) |
| Organisation | University of Cambridge |
| Department | Department of Applied Mathematics and Theoretical Physics (DAMTP) |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are collaborating in a written project grant application to the NIHR for a sub-study. The sub-study will utilise the data already collected from the FISH and CHIPS study. |
| Collaborator Contribution | The primary objective of the MUSHY PEAS sub-study is to determine if focussed ML quantification of coronary atherosclerosis plaque, or comprehensive deep learning cardiac CT analysis can predict major adverse cardiac outcomes and all-cause mortality. University of Cambridge will determine the accuracy of a CT based Deep Learning Algorithm for the prediction of Myocardial infarction, cardiovascular and all-cause death |
| Impact | none as of yet |
| Start Year | 2022 |
| Description | Machine learning Utilisation to enHance the Yield of Plaque Evaluation in AtheroSclerosis (MUSHY PEAS) |
| Organisation | University of Cambridge |
| Department | Department of Applied Mathematics and Theoretical Physics (DAMTP) |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are collaborating in a written project grant application to the NIHR for a sub-study. The sub-study will utilise the data already collected from the FISH and CHIPS study. |
| Collaborator Contribution | The primary objective of the MUSHY PEAS sub-study is to determine if focussed ML quantification of coronary atherosclerosis plaque, or comprehensive deep learning cardiac CT analysis can predict major adverse cardiac outcomes and all-cause mortality. University of Cambridge will determine the accuracy of a CT based Deep Learning Algorithm for the prediction of Myocardial infarction, cardiovascular and all-cause death |
| Impact | none as of yet |
| Start Year | 2022 |
| Description | TARGET HORIZON study |
| Organisation | Liverpool John Moores University |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | TARGET EU HORIZON grant collaboration - the wider EU group are utilising our events data and CT images for AI CNN models of predicting stroke. This is part of a wider 40 site EU collaboration involving academic institutions such as University of Lund and industry partners such as Siemens Healthineers. |
| Collaborator Contribution | The LJMU team are developing digital twin models using our data to predict strokes. |
| Impact | New clinical, academic and industry collaborations. Academic output. Hopefully useful risk prediction models. |
| Start Year | 2023 |
| Description | ESC presentation |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | ESC presentation of the primary outcomes at the ESC congress, Amsterdam, August 2023. Participated in invited media public relations with radcliffe cardiology and featured in several news outlets. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.radcliffecardiology.com/video-index/fish-and-chips-study |
| Description | Patient and public engagement |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | PPE events to explore the importance of new technologies to patients and the potential for them to reduce further testing and improve the speed of diagnosis. The feedback was that these factors were highly important to patients and that there was little concern about costs. |
| Year(s) Of Engagement Activity | 2019,2020 |
| Description | Primary results featured in cath lab digest |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Primary results featured in cath lag digest |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.hmpgloballearningnetwork.com/site/cathlab/news/fishchips-study-confirms-heartflow-ffrct-... |
| Description | interview for international news |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Primary results featured in cardiovascular news and the NIHR |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://cardiovascularnews.com/esc-2023-study-assesses-impact-of-using-heartflow-ffrct-for-diagnosin... |
| Description | media interview for clinical trial results |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | media interview to discuss the primary outcome results of the FISH and CHIPS study with Dr mike Gibson for clinical trial results .org. We discussed the unique design,. methodology and how the results may impact future practice. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://clinicaltrialresults.org/dr-timothy-fairbairn-and-dr-c-michael-gibson-discuss-the-fishchips-... |
