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Validation of a novel scoring tool for assessment of the severity of coronary disease and ischaemia burden to predict major adverse cardiac events at 5 years in the 3V-FFR FRIENDS population

Validation of a novel scoring tool for assessment of the severity of coronary disease and ischaemia burden to predict major adverse cardiac events at 5 years in the 3V-FFR FRIENDS population
Validation of a novel scoring tool for assessment of the severity of coronary disease and ischaemia burden to predict major adverse cardiac events at 5 years in the 3V-FFR FRIENDS population
Background: ischaemic heart disease is the most prevalent form of cardiovascular disease (CVD) worldwide and imposes a substantial burden on healthcare systems. Identification of patients at high risk of events in a tailored primary prevention strategy is hindered by relatively blunt risk assessment tools. A novel scoring model that allows for rapid calculation of atheroma and ischaemia burden may facilitate earlier identification of high risk individuals. Our aim was to validate the ability of a novel candidate scoring model (Functional FFR Score 2, FFS2) to predict adverse clinical events, as a proof of concept, by applying it in a cohort of patients in whom coronary artery disease was assessed by means of invasive coronary angiography (ICA) and intracoronary pressure wire.

Methods: we retrospectively applied the novel FFS2 to a population of patients in whom there was comprehensive anatomical and physiological data from ICA plus intracoronary measurement of fractional flow reserve (FFR), the 3V-FFR FRIENDS study. The FFS2 includes an anatomical and physiological component, each used to score severity. Receiver operating characteristics (ROC) analysis and area under curve (AUC) were performed for the total FFS2 score, and for its components. The best cut-off value was then used to classify patients into high and low score groups to assess association with updated 5-year major adverse cardiac events (MACE).

Results: the FFS2 was applied on 616 patients from the 3V-FFR FRIENDS population, and was associated with MACE up to 5-years follow up (4.9 % Ischaemia-driven revascularisation, 1.6 % myocardial infarction (MI), and 1.3 % cardiac death), when patients were classified into “high” and “low” risk groups according to the best cut-off value of 11.5 following the initial ROC analysis of the total FFS2 score. The calculated hazard ratio (HR) was 2.87 (95 % CI 1.50–5.49, P = 0.002) for MACE and 3.75 (95 % CI 1.79–7.89, P < 0.001) for the ischaemia-driven revascularisation in the high risk group of patients.

Conclusion: the novel FFS2 score, incorporating an assessment of total atheroma and ischaemia burden, is associated with the rate of MACE and ischaemia-driven revascularisation. Further testing of this scoring tool to primary prevention populations is now warranted.
Cardiovascular risk stratification, Coronary artery disease, Invasive coronary intervention, Invasive fractional flow reserve, Ischaemia-driven revascularisation, Major adverse cardiac events
1553-8389
Kira, Mohamed
5c5c48f8-50cc-4eee-8a0b-99732b2d0755
Bashar, Hussein
b7a20bc4-5bb1-468e-bcb4-90d0984d3c71
Gabara, Lavinia
dce5d515-e383-4d27-b441-e3ce8542d090
Aboulassad, Mohamed
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Elserwey, Ahmed
860ab4e4-973f-4a5e-8de4-ce904d2ba65c
Douglas, Pamela S.
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Ng, Nicholas
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Park, Sang-Hyeon
22e20f6f-02f0-4fa4-bb91-d1bf58134415
Koo, Bon-kwon
a479bf0c-3824-49ba-8523-dd271a445d1c
Curzen, Nick
70f3ea49-51b1-418f-8e56-8210aef1abf4
Kira, Mohamed
5c5c48f8-50cc-4eee-8a0b-99732b2d0755
Bashar, Hussein
b7a20bc4-5bb1-468e-bcb4-90d0984d3c71
Gabara, Lavinia
dce5d515-e383-4d27-b441-e3ce8542d090
Aboulassad, Mohamed
c15cbed3-8226-46f1-90d8-a40d58bbfef8
Elserwey, Ahmed
860ab4e4-973f-4a5e-8de4-ce904d2ba65c
Douglas, Pamela S.
f35bdd8c-3611-4b73-9a75-d6c77a995abb
Ng, Nicholas
b9662143-7489-43f6-b696-17f33d2a6782
Park, Sang-Hyeon
22e20f6f-02f0-4fa4-bb91-d1bf58134415
Koo, Bon-kwon
a479bf0c-3824-49ba-8523-dd271a445d1c
Curzen, Nick
70f3ea49-51b1-418f-8e56-8210aef1abf4

Kira, Mohamed, Bashar, Hussein, Gabara, Lavinia, Aboulassad, Mohamed, Elserwey, Ahmed, Douglas, Pamela S., Ng, Nicholas, Park, Sang-Hyeon, Koo, Bon-kwon and Curzen, Nick (2025) Validation of a novel scoring tool for assessment of the severity of coronary disease and ischaemia burden to predict major adverse cardiac events at 5 years in the 3V-FFR FRIENDS population. Cardiovascular Revascularization Medicine. (doi:10.1016/j.carrev.2025.05.030).

Record type: Article

Abstract

Background: ischaemic heart disease is the most prevalent form of cardiovascular disease (CVD) worldwide and imposes a substantial burden on healthcare systems. Identification of patients at high risk of events in a tailored primary prevention strategy is hindered by relatively blunt risk assessment tools. A novel scoring model that allows for rapid calculation of atheroma and ischaemia burden may facilitate earlier identification of high risk individuals. Our aim was to validate the ability of a novel candidate scoring model (Functional FFR Score 2, FFS2) to predict adverse clinical events, as a proof of concept, by applying it in a cohort of patients in whom coronary artery disease was assessed by means of invasive coronary angiography (ICA) and intracoronary pressure wire.

Methods: we retrospectively applied the novel FFS2 to a population of patients in whom there was comprehensive anatomical and physiological data from ICA plus intracoronary measurement of fractional flow reserve (FFR), the 3V-FFR FRIENDS study. The FFS2 includes an anatomical and physiological component, each used to score severity. Receiver operating characteristics (ROC) analysis and area under curve (AUC) were performed for the total FFS2 score, and for its components. The best cut-off value was then used to classify patients into high and low score groups to assess association with updated 5-year major adverse cardiac events (MACE).

Results: the FFS2 was applied on 616 patients from the 3V-FFR FRIENDS population, and was associated with MACE up to 5-years follow up (4.9 % Ischaemia-driven revascularisation, 1.6 % myocardial infarction (MI), and 1.3 % cardiac death), when patients were classified into “high” and “low” risk groups according to the best cut-off value of 11.5 following the initial ROC analysis of the total FFS2 score. The calculated hazard ratio (HR) was 2.87 (95 % CI 1.50–5.49, P = 0.002) for MACE and 3.75 (95 % CI 1.79–7.89, P < 0.001) for the ischaemia-driven revascularisation in the high risk group of patients.

Conclusion: the novel FFS2 score, incorporating an assessment of total atheroma and ischaemia burden, is associated with the rate of MACE and ischaemia-driven revascularisation. Further testing of this scoring tool to primary prevention populations is now warranted.

Text
FFS2 in 3V-FFR MK Submission - Accepted Manuscript
Restricted to Repository staff only until 31 May 2026.
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Text
FFS2 in 3V-FFR Supplementary appendix - Accepted Manuscript
Restricted to Repository staff only until 31 May 2026.
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More information

Accepted/In Press date: 27 May 2025
e-pub ahead of print date: 31 May 2025
Keywords: Cardiovascular risk stratification, Coronary artery disease, Invasive coronary intervention, Invasive fractional flow reserve, Ischaemia-driven revascularisation, Major adverse cardiac events

Identifiers

Local EPrints ID: 502566
URI: http://eprints.soton.ac.uk/id/eprint/502566
ISSN: 1553-8389
PURE UUID: 2b04b6cd-4d53-49d9-8cf1-df037b5467e8
ORCID for Nick Curzen: ORCID iD orcid.org/0000-0001-9651-7829

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Date deposited: 01 Jul 2025 16:32
Last modified: 08 Jul 2025 01:40

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Contributors

Author: Mohamed Kira
Author: Hussein Bashar
Author: Lavinia Gabara
Author: Mohamed Aboulassad
Author: Ahmed Elserwey
Author: Pamela S. Douglas
Author: Nicholas Ng
Author: Sang-Hyeon Park
Author: Bon-kwon Koo
Author: Nick Curzen ORCID iD

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