TY - JOUR
T1 - Multi-scale heart rate dynamics detected by phase-rectified signal averaging predicts mortality after acute myocardial infarction
AU - Kisohara, Masaya
AU - Stein, Phyllis K.
AU - Yoshida, Yutaka
AU - Suzuki, Mari
AU - Iizuka, Narushi
AU - Carney, Robert M.
AU - Watkins, Lana L.
AU - Freedland, Kenneth E.
AU - Blumenthal, James A.
AU - Hayano, Junichiro
PY - 2013/3
Y1 - 2013/3
N2 - AimsAcceleration and deceleration capacity (AC and DC) for beat-to-beat short-term heart rate dynamics are powerful predictors of mortality after acute myocardial infarction (AMI). We examined if AC and DC for minute-order long-term heart rate dynamics also have independent predictive value.Methods and resultsWe studied 24-hr Holter electrcardiograms in 708 post-AMI patients who were followed up for up to 30 months thereafter. Acceleration capacity and DC was calculated with the time scales of T (window size defining heart rate) and s (wavelet scale) from 1 to 500 s and compared their prognostic values with conventional measures (ACconv and DCconv) that were calculated with (T,s) = [1,2 (beat)]. During the follow-up, 47 patients died. Both increased ACconv and decreased DCconv predicted mortality (C statistic, 0.792 and 0.797). Concordantly, sharp peaks of C statistics were observed at (T,s) = [2,7 (sec)] for both increased AC and decreased DC (0.762 and 0.768), but there were larger peaks of C statistics at around [30,60 (sec)] for both (0.783 and 0.796). The C statistic was greater for DC than AC at (30,60) (P = 0.0012). Deceleration capacity at (30,60) was a significant predictor even after adjusted for ACconv (P = 0.020) and DCconv (P = 0.028), but the predictive power of AC at (30,60) was no longer significant.ConclusionA decrease in DC for minute-order long-term heart rate dynamics is a strong predictor for post-AMI mortality and the predictive power is independent of ACconv and DCconv for beat-to-beat short-term heart rate dynamics.
AB - AimsAcceleration and deceleration capacity (AC and DC) for beat-to-beat short-term heart rate dynamics are powerful predictors of mortality after acute myocardial infarction (AMI). We examined if AC and DC for minute-order long-term heart rate dynamics also have independent predictive value.Methods and resultsWe studied 24-hr Holter electrcardiograms in 708 post-AMI patients who were followed up for up to 30 months thereafter. Acceleration capacity and DC was calculated with the time scales of T (window size defining heart rate) and s (wavelet scale) from 1 to 500 s and compared their prognostic values with conventional measures (ACconv and DCconv) that were calculated with (T,s) = [1,2 (beat)]. During the follow-up, 47 patients died. Both increased ACconv and decreased DCconv predicted mortality (C statistic, 0.792 and 0.797). Concordantly, sharp peaks of C statistics were observed at (T,s) = [2,7 (sec)] for both increased AC and decreased DC (0.762 and 0.768), but there were larger peaks of C statistics at around [30,60 (sec)] for both (0.783 and 0.796). The C statistic was greater for DC than AC at (30,60) (P = 0.0012). Deceleration capacity at (30,60) was a significant predictor even after adjusted for ACconv (P = 0.020) and DCconv (P = 0.028), but the predictive power of AC at (30,60) was no longer significant.ConclusionA decrease in DC for minute-order long-term heart rate dynamics is a strong predictor for post-AMI mortality and the predictive power is independent of ACconv and DCconv for beat-to-beat short-term heart rate dynamics.
KW - Deceleration capacity
KW - Heart rate variability
KW - Mortality
KW - Myocardial infarction
KW - Non-linear dynamics
KW - Phase-rectified signal averaging
UR - http://www.scopus.com/inward/record.url?scp=84874427699&partnerID=8YFLogxK
U2 - 10.1093/europace/eus409
DO - 10.1093/europace/eus409
M3 - Article
C2 - 23248218
AN - SCOPUS:84874427699
SN - 1099-5129
VL - 15
SP - 437
EP - 443
JO - Europace
JF - Europace
IS - 3
ER -