CMR measures of left and right ventricular systolic performance and mortality: a factor analysis
Journal of Cardiovascular Magnetic Resonance volume 18, Article number: P144 (2016)
Left ventricular (LV) and right ventricular (RV) systolic performance, typically measured as the ejection fraction (EF), is strongly correlated with mortality. However, CMR provides multiple measures that may also reflect systolic performance including LV volumes and cardiac outflow. We examined the predictive relationship of multiple potential measures of cardiac systolic performance with mortality in a large CMR clinical database.
A consecutive series of 2307 study subjects who underwent clinical CMR from 2002 to 2012 for which complete data were available were included in the study. CMR was performed using a 1.5T system (Philips Achieva). LV functional and flow images were acquired and analyzed according to standard clinical protocols. Vital status was determined using the Social Security Administration Death Master File. Proportional hazards regression was performed to assess the relationship between imaging measures and mortality. Factor analysis was performed to identify groups of highly correlated imaging measures.
The characteristics of the study cohort are shown in the Table. During a mean follow-up of 3.1 years, there were 134 deaths. Age and LV end systolic volume (ESV) were associated with increased mortality while cardiac output (CO), cardiac index (CI), LVEF, effective (eff) LVEF, LV stroke volume (SV), RV end diasatolic volume (RVEDV), RVEDV index, RVSV, and RVEF were inversely associated with mortality. Multivariate regression failed due to multicolinearity. Factor analysis identified 2 independent factors. The Figure shows the loading pattern. RVEF, LVEF, effLVEF, and the inverse (inv) of LVESV loaded on the first factor, termed the cardiac ejection factor. CO, CI, LVSV and RVSV loaded on the second factor, termed the cardiac outflow factor. RVEDV and RVEDV indx also loaded on the outflow factor. Both factors had strong, independent inverse associations with mortality (Table 1).
Multiple CMR measures of cardiac systolic performance correlate with mortality. Two independent factors of systolic performance, cardiac ejection and cardiac outflow, had strong inverse associations with mortality and may represent distinct physiologic measures of LV systolic performance.
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Hauser, T.H., Appelbaum, E., Gelfand, E.V. et al. CMR measures of left and right ventricular systolic performance and mortality: a factor analysis. J Cardiovasc Magn Reson 18 (Suppl 1), P144 (2016). https://doi.org/10.1186/1532-429X-18-S1-P144