Glycemic Control, Hand Activity, and Complexity of Biological Signals in Diabetes Mellitus

Author:

Wu Hsien-Tsai1,Lin Gen-Min123ORCID,Haryadi Bagus14,Yang Chieh-Ming1,Chu Hsiao-Chiang1

Affiliation:

1. Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan

2. Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan

3. Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan

4. Department of Physics, Universitas Ahmad Dahlan, Yogyakarta, Indonesia

Abstract

Both glycemic control and handgrip strength affect microvascular function. Multiscale entropy (MSE) of photoplethysmographic (PPG) pulse amplitudes may differ by diabetes status and hand activity. Of a middle-to-old aged and right-handed cohort without clinical cardiovascular disease, we controlled age, sex, and weight to select the unaffected (no type 2 diabetes,n=36),the well-controlled diabetes (HbA1c < 8%,n=22), and the poorly controlled diabetes (HbA1c ≥ 8%,n=22) groups. MSEs were calculated from consecutive 1,500 PPG pulse amplitudes of bilateral index fingertips. Thesmall-,  medium-,and large-scale MSEs were defined as the average of scale 1 (MSE1), scales 2–4 (MSE24), and scales 5–10 (MSE510), respectively. Intra- and intergroups were compared by one- and two-samplet-tests, respectively. The dominant handMSE510was lower in the poorly controlled diabetes group than the well-controlled diabetes and the unaffected (1.28 versus 1.52 and 1.56,p=0.019and 0.001, resp.) groups, whereas the nondominant handMSE510was lower in the well- and poorly controlled diabetes groups than the unaffected group (1.35 and 1.29 versus 1.58,p=0.008and 0.005, resp.). TheMSE1of dominant hand was higher than that of nondominant hand in the well-controlled diabetes (1.35 versus 1.10,p=0.048). In conclusion, diabetes status and hand dominance may affect the MSE of PPG pulse amplitudes.

Funder

Ministry of Science and Technology, Taiwan

Publisher

Hindawi Limited

Subject

Multidisciplinary,General Computer Science

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