TY - JOUR
T1 - Exercise intensity measurement using fractal analysis of heart rate variability: Reliability, agreement and influence of sex and cardiorespiratory fitness
AU - Sheoran, Samrat
AU - Stavropoulos-Kalinoglou, Antonis
AU - Simpson, Clare
AU - Ashby, Martin
AU - Webber, Elliot
AU - Weaving, Dan
PY - 2024/11/2
Y1 - 2024/11/2
N2 - The study aimed to establish the test-retest reliability of detrended fluctuation analysis of heart rate variability (DFA-α1) based exercise intensity thresholds, assess its agreement with ventilatory- and lactate-derived thresholds and the moderating effect of sex and cardiorespiratory fitness (CRF) on the agreement. Intensity thresholds for thirty-seven participants (17 females) based on blood lactate (LT
1/LT
2), gas-exchange (VT
1/VT
2) and DFA-α1 (αTh
1/αTh
2) were assessed. Heart rate (HR) at αTh
1 and αTh
2 showed
good test-retest reliability (coefficient of variation [CV] < 6%), and
moderate to
high agreement with LTs (
r = 0.40 - 0.57) and VTs (
r = 0.61 - 0.66) respectively. Mixed effects models indicated bias magnitude depended on CRF, with DFA-α1 overestimating thresholds versus VTs for lower fitness levels (speed at VT
1 <8.5 km⋅hr
-1), while underestimating for higher fitness levels (speed at VT
2 >15 km⋅hr
-1; VO
2max >55 mL·kg
-1·min
-1). Controlling for CRF, sex significantly affected bias magnitude only at first threshold, with males having higher mean bias (+2.41 bpm) than females (-1.26 bpm). DFA-α1 thresholds are practical and reliable intensity measures, however it is unclear if they accurately represent LTs/VTs from the observed limits of agreement and unexplained variance. To optimise DFA-α1 threshold estimation across different populations, bias should be corrected based on sex and CRF.
AB - The study aimed to establish the test-retest reliability of detrended fluctuation analysis of heart rate variability (DFA-α1) based exercise intensity thresholds, assess its agreement with ventilatory- and lactate-derived thresholds and the moderating effect of sex and cardiorespiratory fitness (CRF) on the agreement. Intensity thresholds for thirty-seven participants (17 females) based on blood lactate (LT
1/LT
2), gas-exchange (VT
1/VT
2) and DFA-α1 (αTh
1/αTh
2) were assessed. Heart rate (HR) at αTh
1 and αTh
2 showed
good test-retest reliability (coefficient of variation [CV] < 6%), and
moderate to
high agreement with LTs (
r = 0.40 - 0.57) and VTs (
r = 0.61 - 0.66) respectively. Mixed effects models indicated bias magnitude depended on CRF, with DFA-α1 overestimating thresholds versus VTs for lower fitness levels (speed at VT
1 <8.5 km⋅hr
-1), while underestimating for higher fitness levels (speed at VT
2 >15 km⋅hr
-1; VO
2max >55 mL·kg
-1·min
-1). Controlling for CRF, sex significantly affected bias magnitude only at first threshold, with males having higher mean bias (+2.41 bpm) than females (-1.26 bpm). DFA-α1 thresholds are practical and reliable intensity measures, however it is unclear if they accurately represent LTs/VTs from the observed limits of agreement and unexplained variance. To optimise DFA-α1 threshold estimation across different populations, bias should be corrected based on sex and CRF.
KW - Aerobic threshold
KW - anaerobicthreshold
KW - DFA-alpha1
KW - HRV
KW - lactate
U2 - 10.1080/02640414.2024.2421691
DO - 10.1080/02640414.2024.2421691
M3 - Article (journal)
C2 - 39488502
SN - 0264-0414
VL - 42
SP - 1
EP - 9
JO - Journal of Sports Sciences
JF - Journal of Sports Sciences
IS - 20
ER -