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Inflammatory risk and cardiovascular events in patients without obstructive coronary artery disease: the ORFAN multicentre, longitudinal cohort study.
Chan, Kenneth; Wahome, Elizabeth; Tsiachristas, Apostolos; Antonopoulos, Alexios S; Patel, Parijat; Lyasheva, Maria; Kingham, Lucy; West, Henry; Oikonomou, Evangelos K; Volpe, Lucrezia; Mavrogiannis, Michail C; Nicol, Edward; Mittal, Tarun K; Halborg, Thomas; Kotronias, Rafail A; Adlam, David; Modi, Bhavik; Rodrigues, Jonathan; Screaton, Nicholas; Kardos, Attila; Greenwood, John P; Sabharwal, Nikant; De Maria, Giovanni Luigi; Munir, Shahzad; McAlindon, Elisa; Sohan, Yogesh; Tomlins, Pete; Siddique, Muhammad; Kelion, Andrew; Shirodaria, Cheerag; Pugliese, Francesca; Petersen, Steffen E; Blankstein, Ron; Desai, Milind; Gersh, Bernard J; Achenbach, Stephan; Libby, Peter; Neubauer, Stefan; Channon, Keith M; Deanfield, John; Antoniades, Charalambos.
Affiliation
  • Chan K; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
  • Wahome E; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Tsiachristas A; Nuffield Department of Primary Care Health Sciences & Department of Psychiatry, University of Oxford, Oxford, UK.
  • Antonopoulos AS; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Patel P; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Lyasheva M; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Kingham L; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • West H; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Oikonomou EK; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Volpe L; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Mavrogiannis MC; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Nicol E; Royal Brompton and Harefield Hospitals, London, UK; School of Biomedical Engineering and Imaging Sciences, King's College, London, UK.
  • Mittal TK; Royal Brompton and Harefield Hospitals, London, UK.
  • Halborg T; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Kotronias RA; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK.
  • Adlam D; Department of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Leicester, UK.
  • Modi B; Department of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Leicester, UK.
  • Rodrigues J; Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.
  • Screaton N; Royal Papworth Hospital, Cambridge, UK.
  • Kardos A; Milton Keynes University Hospital NHS Trust, Milton Keynes, UK.
  • Greenwood JP; Leeds University and Leeds Teaching Hospitals NHS Trust, Leeds, UK; Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.
  • Sabharwal N; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
  • De Maria GL; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
  • Munir S; Royal Wolverhampton NHS Trust, Wolverhampton, UK.
  • McAlindon E; Royal Wolverhampton NHS Trust, Wolverhampton, UK.
  • Sohan Y; Caristo Diagnostics, Oxford, UK.
  • Tomlins P; Caristo Diagnostics, Oxford, UK.
  • Siddique M; Caristo Diagnostics, Oxford, UK.
  • Kelion A; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK.
  • Shirodaria C; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK; Caristo Diagnostics, Oxford, UK.
  • Pugliese F; Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK; William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
  • Petersen SE; Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK; William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
  • Blankstein R; Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
  • Desai M; Cleveland Clinic Heart and Vascular Institute, Cleveland, OH, USA.
  • Gersh BJ; Cleveland Clinic Heart and Vascular Institute, Cleveland, OH, USA; Department of Cardiovascular Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
  • Achenbach S; Department of Cardiology, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.
  • Libby P; Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
  • Neubauer S; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
  • Channon KM; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
  • Deanfield J; Institute of Cardiovascular Science, University College London, London, UK.
  • Antoniades C; Acute Multidisciplinary Imaging and Interventional Centre, British Heart Foundation Centre of Research Excellence, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre,
Lancet ; 403(10444): 2606-2618, 2024 Jun 15.
Article in En | MEDLINE | ID: mdl-38823406
ABSTRACT

BACKGROUND:

Coronary computed tomography angiography (CCTA) is the first line investigation for chest pain, and it is used to guide revascularisation. However, the widespread adoption of CCTA has revealed a large group of individuals without obstructive coronary artery disease (CAD), with unclear prognosis and management. Measurement of coronary inflammation from CCTA using the perivascular fat attenuation index (FAI) Score could enable cardiovascular risk prediction and guide the management of individuals without obstructive CAD. The Oxford Risk Factors And Non-invasive imaging (ORFAN) study aimed to evaluate the risk profile and event rates among patients undergoing CCTA as part of routine clinical care in the UK National Health Service (NHS); to test the hypothesis that coronary arterial inflammation drives cardiac mortality or major adverse cardiac events (MACE) in patients with or without CAD; and to externally validate the performance of the previously trained artificial intelligence (AI)-Risk prognostic algorithm and the related AI-Risk classification system in a UK population.

METHODS:

This multicentre, longitudinal cohort study included 40 091 consecutive patients undergoing clinically indicated CCTA in eight UK hospitals, who were followed up for MACE (ie, myocardial infarction, new onset heart failure, or cardiac death) for a median of 2·7 years (IQR 1·4-5·3). The prognostic value of FAI Score in the presence and absence of obstructive CAD was evaluated in 3393 consecutive patients from the two hospitals with the longest follow-up (7·7 years [6·4-9·1]). An AI-enhanced cardiac risk prediction algorithm, which integrates FAI Score, coronary plaque metrics, and clinical risk factors, was then evaluated in this population.

FINDINGS:

In the 2·7 year median follow-up period, patients without obstructive CAD (32 533 [81·1%] of 40 091) accounted for 2857 (66·3%) of the 4307 total MACE and 1118 (63·7%) of the 1754 total cardiac deaths in the whole of Cohort A. Increased FAI Score in all the three coronary arteries had an additive impact on the risk for cardiac mortality (hazard ratio [HR] 29·8 [95% CI 13·9-63·9], p<0·001) or MACE (12·6 [8·5-18·6], p<0·001) comparing three vessels with an FAI Score in the top versus bottom quartile for each artery. FAI Score in any coronary artery predicted cardiac mortality and MACE independently from cardiovascular risk factors and the presence or extent of CAD. The AI-Risk classification was positively associated with cardiac mortality (6·75 [5·17-8·82], p<0·001, for very high risk vs low or medium risk) and MACE (4·68 [3·93-5·57], p<0·001 for very high risk vs low or medium risk). Finally, the AI-Risk model was well calibrated against true events.

INTERPRETATION:

The FAI Score captures inflammatory risk beyond the current clinical risk stratification and CCTA interpretation, particularly among patients without obstructive CAD. The AI-Risk integrates this information in a prognostic algorithm, which could be used as an alternative to traditional risk factor-based risk calculators.

FUNDING:

British Heart Foundation, NHS-AI award, Innovate UK, National Institute for Health and Care Research, and the Oxford Biomedical Research Centre.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Coronary Angiography / Computed Tomography Angiography Limits: Aged / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Lancet Year: 2024 Type: Article

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Coronary Angiography / Computed Tomography Angiography Limits: Aged / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Lancet Year: 2024 Type: Article