Asymmetric detrended fluctuation analysis in neonatal stress

被引:6
作者
Sapina, Matej [1 ,2 ,3 ]
Kosmider, Marcin [4 ]
Kramaric, Karolina [1 ,2 ,3 ]
Garcin, Matthieu [5 ]
Adelson, P. David [6 ]
Piric, Marko [2 ]
Milas, Kresimir [1 ,2 ]
Brdaric, Dario [3 ,7 ]
机构
[1] Univ Hosp Osijek, Pediat Clin, J Huttlera 4, Osijek 31000, Croatia
[2] Med Fac Osijek, Cara Hadrijana 10E, Osijek 31000, Croatia
[3] Fac Dent Med & Hlth, Crkvena 21, Osijek 31000, Croatia
[4] Univ Zielona Gora, Inst Phys, Prof Szafrana 4a, PL-65516 Zielona Gora, Poland
[5] LabEx ReFi Natixis Asset Management, 21 Quai Austerlitz, F-75013 Paris, France
[6] Phoenix Childrens Hosp, Barrow Neurol Inst, Phoenix, AZ USA
[7] Osijek Baranya Cty, Inst Publ Hlth, Drinska 8, Osijek 31000, Croatia
关键词
heart rate variability; detrended fluctuation analysis; asymmetry; cardiac interbeat interval; newborn; stress; HEART-RATE-VARIABILITY; PAIN; ANALGESIA; MORPHINE; INTERVALS; OUTCOMES;
D O I
10.1088/1361-6579/aad425
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Objective: To detect stress in newborns by observing heart rate (HR) variability utilizing an asymmetric detrended fluctuation analysis (ADFA), we sought to determine the fractal structure of the series of inter-beat intervals, so as to distinguish the periods of acceleration of the HR from decelerations. Thus, two scaling exponents, alpha(+) and alpha(-), representing decelerations and accelerations respectively, are obtained. Approach: Forty healthy term newborns were included in this study, undergoing two different types of stress stimuli: routine heel lance blood sampling for metabolic screening purposes, and its simulation by applying dull pressure on the heel. Main results: It appears that when newborns face stress, the scaling exponent related to accelerations significantly increases and becomes higher than the deceleration scaling exponent. To test the diagnostic properties of the scaling exponents, an ROC curve analysis was applied; alpha(-) showed good diagnostic performance with an AUC between 0.626 and 0.826, depending on the length of the time series. The joint use of alpha(+) and alpha(-) further increased the diagnostic performance, in particular for shorter series of RR intervals, with an AUC between 0.691 and 0.833. Significance: ADFA, particularly of the acceleration scaling exponent, may be a useful clinical diagnostic tool for monitoring neonatal stress.
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页数:10
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