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Peer-reviewedCC BY-NCClinical physiology and functional imaging

¹⁵O-water PET-detected myocardial ischaemia and CT-derived FFR: Predicting the functional significance of anatomical stenosis.

4 affiliations
  1. 1Clinical Imaging Center, Kuopio University Hospital, Kuopio, Finland.
  2. 2Heart Center, Oulu University Hospital, Oulu, Finland.
  3. 3Institute of Medicine, University of Eastern Finland, Kuopio, Finland.
  4. 4Heart Center, Kuopio University Hospital, Kuopio, Finland.

Abstract

Aims

Coronary artery disease (CAD) is a major cause of morbidity and mortality worldwide. While coronary computed tomography angiography (CCTA) provides anatomical assessment of coronary stenoses, its ability to determine their functional significance is limited. Computed tomography-derived fractional flow reserve (CT-FFR) has emerged as a non-invasive method for lesion-specific ischaemia assessment. This study evaluated the diagnostic performance of CT-FFR using ¹⁵O-water positron emission tomography (PET) myocardial perfusion imaging as the reference standard.Methods and results

We retrospectively reviewed 193 patients who underwent hybrid CCTA and ¹⁵O-water PET at Kuopio University Hospital between 2017 and 2022. Patients with low-to-moderate pretest probability of CAD in whom CAD could not be ruled out by CCTA were eligible. After exclusions, 165 patients were included. CT-FFR values were calculated using a research prototype algorithm and compared with PET-derived perfusion abnormalities. In the overall cohort, CT-FFR showed moderate diagnostic performance, with area under the curve (AUC) values of 0.672-0.740. In a subgroup of 83 patients with high-quality CCTA and stenosis >50%, diagnostic performance improved substantially (AUC 0.836). Using a CT-FFR threshold of 0.80, sensitivity and specificity were 85% and 87%, respectively.Conclusion

In an unselected clinical population referred for PET perfusion imaging after CCTA, CT-FFR did not significantly improve diagnostic performance compared with CCTA alone. However, in patients with high-quality CCTA and obstructive coronary stenoses, CT-FFR demonstrated good accuracy for identifying functionally significant disease, supporting its role as a complementary non-invasive diagnostic tool.

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BibTeX
@article{vornanen2026¹⁵owater,
  title = {{¹⁵O-water PET-detected myocardial ischaemia and CT-derived FFR: Predicting the functional significance of anatomical stenosis.}},
  author = {Vornanen J and Okkonen M and Ronkainen A-P and Laitinen Tm and Laitinen Tp and Hedman M},
  journal = {Clinical physiology and functional imaging},
  year = {2026},
  month = oct,
  doi = {10.1111/cpf.70106},
  url = {https://europepmc.org/article/MED/42960544},
  note = {CC BY-NC},
}
RIS
TY  - JOUR
TI  - ¹⁵O-water PET-detected myocardial ischaemia and CT-derived FFR: Predicting the functional significance of anatomical stenosis.
AU  - Vornanen J
AU  - Okkonen M
AU  - Ronkainen A-P
AU  - Laitinen Tm
AU  - Laitinen Tp
AU  - Hedman M
PY  - 2026
DA  - 2026/10/30
JO  - Clinical physiology and functional imaging
DO  - 10.1111/cpf.70106
UR  - https://europepmc.org/article/MED/42960544
AB  - Aims  Coronary artery disease (CAD) is a major cause of morbidity and mortality worldwide. While coronary computed tomography angiography (CCTA) provides anatomical assessment of coronary stenoses, its ability to determine their functional significance is limited. Computed tomography-derived fractional flow reserve (CT-FFR) has emerged as a non-invasive method for lesion-specific ischaemia assessment. This study evaluated the diagnostic performance of CT-FFR using ¹⁵O-water positron emission tomography (PET) myocardial perfusion imaging as the reference standard.Methods and results  We retrospectively reviewed 193 patients who underwent hybrid CCTA and ¹⁵O-water PET at Kuopio University Hospital between 2017 and 2022. Patients with low-to-moderate pretest probability of CAD in whom CAD could not be ruled out by CCTA were eligible. After exclusions, 165 patients were included. CT-FFR values were calculated using a research prototype algorithm and compared with PET-derived perfusion abnormalities. In the overall cohort, CT-FFR showed moderate diagnostic performance, with area under the curve (AUC) values of 0.672-0.740. In a subgroup of 83 patients with high-quality CCTA and stenosis >50%, diagnostic performance improved substantially (AUC 0.836). Using a CT-FFR threshold of 0.80, sensitivity and specificity were 85% and 87%, respectively.Conclusion  In an unselected clinical population referred for PET perfusion imaging after CCTA, CT-FFR did not significantly improve diagnostic performance compared with CCTA alone. However, in patients with high-quality CCTA and obstructive coronary stenoses, CT-FFR demonstrated good accuracy for identifying functionally significant disease, supporting its role as a complementary non-invasive diagnostic tool.
SN  - 1475-0961
SN  - 1475-097X
ER  -