Opportunistic CT Attenuation Biomarkers of Anemia Are Associated With Impaired Myocardial Flow Reserve and Cardiovascular Outcomes
Miller, R. J.; Shanbhag, A.; Yi, J.; Kwiecinski, J.; Kavanagh, P.; Ramirez, G.; Lemley, M.; Kamagate, A.; Slipczuk, L.; Travin, M. I.; Alexanderson, E.; Carvajal-Juarez, I.; Packard, R. R. S.; Al-Mallah, M.; Einstein, A. J.; Acampa, W.; Knight, S.; Le, V. T.; Mason, S.; Wopperer, S.; Chareonthaitawee, P.; Rosamond, T. L.; DeKemp, R. A.; Buechel, R. R.; Berman, D. S.; Dey, D.; Di Carli, M. F.; Slomka, P.
Show abstract
Background: Anemia is an established marker of cardiovascular disease severity and risk which leads to elevations in resting myocardial blood flow (MBF) and impaired myocardial flow reserve (MFR) in patients without obstructive coronary artery disease (CAD). Anemia can potentially be detected opportunistically from blood pool density changes on computed tomography (CT) imaging. Objectives: We evaluated relationships between chamber density measurements with hemoglobin, positron emission tomography (PET) findings, and cardiovascular events. Methods: We included 33460 patients from 13 sites in the REFINE-PET who underwent PET and 24368 patients undergoing lung cancer screening chest CT. A deep learning model segmented cardiac chambers from CT images, then quantified chamber density. We evaluated the relationship between chamber density measures with resting MBF and MFR, as well as associations with death or myocardial infarction (MI). Results: We included a total of 57,828 patients. A higher density in myocardium compared to left ventricle blood pool was associated with reduced MFR (adjusted odds ratio 3.02 per SD increase, 95% confidence interval[CI] 2.72 - 3.38) and an increased risk of death or MI in (adjusted hazard ratio[HR] 1.38 per SD increase, 95% CI 1.26-1.51). Having myocardial density higher than blood pool density was also associated with cardiovascular death in patients undergoing low-dose chest CT (adjusted HR 1.73, 95% CI 1.20-2.52). Conclusions: In a large multimodality dataset, lower cardiac chamber density is associated with impaired MFR and independently associated with cardiovascular events. These biomarkers can be automatically extracted from CT to provide physiologic insights and potentially guide patient care.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.