Detrended Fluctuation Analysis of Photoplethysmography in Diabetic Nephropathy Patients on Hemodialysis

被引:0
|
作者
Tsuji, Yoshihiro [1 ,2 ]
Asakawa, Tetsuya [4 ]
Hitomi, Yasumasa [1 ]
Todo, Atsu [1 ]
Yoshida, Toshiko [3 ]
Mizuno-Matsumoto, Yuko [1 ]
机构
[1] Univ Hyogo, Grad Sch Appl Informat, Kobe, Hyogo 6500044, Japan
[2] Yodogawa Christians Hosp, Osaka, Japan
[3] Yodogawa Christians Hosp, Dept Nephrol, Osaka, Japan
[4] Osaka Univ Hlth & Sport Sci, Fac Phys Educ, Osaka, Japan
来源
BRAIN AND HEALTH INFORMATICS | 2013年 / 8211卷
关键词
Hemodialysis; diabetic nephropathy; DFA; photoplethysmography; HEART-RATE; BLOOD-PRESSURE; DYNAMICS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research was examines the autonomic nervous response on diabetic nephropathy patients before and after starting dialysis. The subjects included 14 healthy adults and 14 patients with chronic kidney disease on hemodialysis (HD) (7 diabetic nephropathy patients and 7 non-diabetic nephropathy patients). The photoplethysmography of the subjects was measured. Using detrended fluctuation analysis (DFA), the alpha of the pulse waves was calculated and compared among the subjects. The mean alpha(1) after starting the hemodialysis session in diabetic nephropathy patients was significantly smaller than the mean alpha(1) in the healthy adults, the mean alpha(1) before starting the hemodialysis session in diabetic nephropathy patients, and the mean alpha(1) after starting the hemodialysis session in non-diabetic nephropathy patients. There was no significant difference between any groups in alpha(2). These results suggest that hemodialysis affects the autonomic nervous system in diabetic nephropathy patients.
引用
收藏
页码:218 / 224
页数:7
相关论文
共 50 条
  • [41] Leave One Out Detrended Fluctuation Analysis
    Vargas, R. N.
    Paschoarelli Veiga, A. C.
    Linhares, R. R.
    ACTA PHYSICA POLONICA A, 2023, 143 (01) : 47 - 54
  • [44] Detrended fluctuation analysis using orthogonal polynomials
    Govindan, R. B.
    PHYSICAL REVIEW E, 2020, 101 (01)
  • [45] Multivariate Detrended Fluctuation Analysis of Symbolic Sequences
    Rodriguez, Eduardo
    Alvarez-Ramirez, Jose
    Carbo, Roxana
    FLUCTUATION AND NOISE LETTERS, 2024, 23 (04):
  • [46] EVALUATION OF WELLNESS BY DETRENDED FLUCTUATION ANALYSIS OF HEARTBEATS
    Yazawa, Toru
    Shimoda, Yukio
    Katsuyama, Tomoo
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION 2010, VOL 2, 2012, : 85 - +
  • [47] Nonlinear filtering properties of detrended fluctuation analysis
    Kiyono, Ken
    Tsujimoto, Yutaka
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 462 : 807 - 815
  • [48] Detrended fluctuation analysis of the soft breakdown current
    Bandiera, L
    Cester, A
    Paccagnella, A
    Ghidini, G
    Bloom, I
    MICROELECTRONIC ENGINEERING, 2001, 59 (1-4) : 49 - 53
  • [49] Investigating detrended fluctuation analysis with structural breaks
    Menezes, Rui
    Oliveira, Alvaro
    Portela, Sofia
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 518 : 331 - 342
  • [50] Detrended fluctuation analysis based on the affective ECG
    Cheng, Jing
    Liu, Guangyuan
    Journal of Fiber Bioengineering and Informatics, 2014, 7 (01): : 91 - 102