Electrodermal activity in relation to diabetes, autonomic neuropathy and aging: a preliminary study

Author:

Bolanos Luis Daniel,Vicente Jose Maria,Vivas Oscar Andres,Sabater-Navarro Jose Maria

Abstract

A reduced electrodermal activity (EDA) may be related to autonomic neuropathy (AN). The aims of this study were to independently study the characteristics of the EDA and its correlation with diabetes and AN. During a selfdesigned test, mean skin conductance level (MSCL), mean skin conductance response (MSCR) to stimuli, and difference in MSCL between feet (DBF) were obtained through a modelbased decomposition based on Bayesian statistics and mathematical convex optimization. A group of 22 subjects were included for the final test. Diabetic patients were stratified based on their clinical history and care habits, dividing them into those out of risk and those at risk of developing AN. Statistical difference was found for the latter regarding MSCR (p < 0,01) and DBF (p < 0,05) with respect to the control group. While past research failed to address potential sources of interference with the EDA measurement, namely emotional state, degree of concentration on the task, and body posture, this study proposes a welldefined protocol to stimulate subjects and acquire proper and reliable EDA data.

Publisher

Universidad Nacional de Colombia

Subject

General Engineering,Building and Construction

Reference32 articles.

1. Boulton, A. J., Cavanagh, P. R. and Rayman, G. (2007). Pie diabético (4 ed.). México D.F.: El Manual Moderno.

2. Braithwaite, J. J., Watson, D. G., Jones, R. and Rowe, M. (2013). A Guide for Analysing Electrodermal Activity (EDA) and Skin Conductance Responses (SCRs) for Psychological Experiments, Technical report, University of Birmingham, Birmingham.

3. Breska, A., Maoz, K. and Ben-Shakhar, G. (2011). Interstimulus intervals for skin conductance response measurement, Psychophysiology 48(4), 437-440. DOI: 10.1111/j.1469-8986.2010.01084.x

4. Colmenares-Guillén, L. E., Ruíz, M. C. and Niño, E. H. (2015). Aplicación de cómputo móvil y pervasivo para el monitoreo no invasivo de la diabetes en tiempo real, European Scientific Journal, ESJ 11(33), 130-147. Retrieved from: http://eujournal.org/index.php/esj/article/view/6641/6378

5. CookingHacks (2019). e-Health Sensor Platform V2.0 for Arduino and Raspberry Pi [Biometric/Medical Applications]. Retrieved from https://www.cooking-hacks.com/documentation/tutorials/ehealth-biometric-sensor-platform-arduino-raspberr y-pi-medical

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Electrodermal activity and heart rate variability for detection of peripheral abnormalities in type 2 diabetes: A review;Biomolecules and Biomedicine;2023-02-16

2. Development of a prototype toe sensor for detection of diabetic peripheral small fiber neuropathy;2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2022-07-11

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