Key result
MDFA was more sensitive than the WTMM method in differentiating multifractal properties of heart rate between healthy subjects and patients with left ventricular systolic dysfunction.
Why the study?
Does MDFA provide better sensitivity than WTMM in differentiating multifractal heart rate properties between healthy subjects and patients with left ventricular systolic dysfunction?
Observational (n=129)
Does MDFA provide better sensitivity than WTMM in differentiating multifractal heart rate properties between healthy subjects and patients with left ventricular systolic dysfunction?
MDFA appears more sensitive than WTMM for analyzing nonlinear heart rate dynamics and differentiating patients with left ventricular systolic dysfunction from healthy individuals.
MDFA may improve detection of altered heart rate dynamics in LV systolic dysfunction; leaves open clinical utility pending prospective validation.
BACKGROUND: In recent years the WTMM (wavelet transform modulus maxima) and MDFA (multifractal detrended fluctuation analysis) methods have become widely used techniques for the determination of nonlinear, multifractal heart rate (HR) dynamics. The purpose of our study was to compare multifractal parameters of heart rate calculated using both methods in a group of 90 patients with reduced left ventricular systolic function (rlvs group) and in a group of 39 healthy persons (nsr group). METHODS: For each subject from the rlvs group (LVEF < or =40%) and the nsr group, a 24-hour ECG Holter monitoring was performed. The width of the multifractal spectrum and global Hurst exponent were calculated by means of WTMM and MDFA methods for 5-hour daytime and nighttime subsets. RESULTS: The width of the multifractal spectrum was significantly lower and the Hurst exponent was significantly higher in rlvs group in comparison to nsr group both during diurnal activity and nocturnal rest according to MDFA and only during diurnal activity according to WTMM method. In both groups we observed significant differences of the multifractal spectrum width and the global Hurst exponent between the nighttime and daytime recordings. CONCLUSIONS: MDFA seems to be more sensitive as compared with WTMM method in differentiation between multifractal properties of the heart rate in healthy subjects and patients with left ventricular systolic dysfunction.
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Gałąska et al. (2008) conducted an observational in Systolic dysfunction of left ventricle (n=129). Reduced left ventricular systolic function vs. Healthy persons was evaluated on Width of the multifractal spectrum and global Hurst exponent. MDFA was more sensitive than the WTMM method in differentiating multifractal properties of heart rate between healthy subjects and patients with left ventricular systolic dysfunction.
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