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Non-Invasive Blood Glucose Monitoring using Visible Laser Light


Affiliations
1 Department of Biomedical Engineering, University College of Engineering (A), Osmania University, Hyderabad, Telangana 500007, India
     

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Diabetes Mellitus is a widely spreading disease worldwide which claims millions of lives every year. Blood glucose monitor is vital for keeping daily track of blood glucose levels and helps in the routine management of diabetes. Current blood glucose monitoring methods mainly involve finger pricks which leads to pain, puncture of skin, inconvenience and causes prone to infections. The costs of disposable test strips and the unavailability of reliable non-invasive glucose monitors are also the challenges in blood glucose monitoring regimen. Recently introduced minimally invasive blood glucose monitors have limited lifespan, unstable accuracy and require invasive methods for regular calibration. Therefore, there is a need to develop a reliable non-invasive blood glucose monitor that addresses the existing challenges. In this project work, we focused on the development of non-invasive blood glucose monitor using visible laser light of 650nm wavelength. In the initial stage, in vitro, experimental measurements were performed using laser based non-invasive blood glucose monitor module to ensure the sensitivity of the system to glucose concentrations. Then, fasting and postprandial in vivo measurements were conducted using the laser based non-invasive blood glucose monitor module integrated with LabVIEW data acquisition system in the form of voltage output. The in vivo voltage output results were compared with Accu-check glucose monitor measurements which have shown good linearity. Finally, laser based non-invasive blood glucose monitor prototype was developed. This work involved 11 volunteer subjects and 18 different measurements for in vivo blood glucose measurement. The in vitro measurement results have shown an overall linearity of 96% while in vivo results had an overall linearity of 94.1% compared with Accu-check active blood glucose monitor measurements. The results are promising and show the potential use of 650nm visible laser light for blood glucose monitoring.

Keywords

Glucose, Blood Glucose, Voltage, Non-invasive, Laser Light, Glucose Monitor.
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  • Fowler MJ. Microvascular and macrovascular complications of diabetes. Clin Diabetes. 2008 Apr;26(2):77–82.
  • Zarkogianni K, Litsa E, Mitsis K, Wu P-Y, Kaddi CD, Cheng C-W, et al. A Review of emerging technologies for the management of diabetes mellitus. IEEE Trans Biomed Eng. 2015;62(12):2735–49.
  • World Health Organization. Global Report on Diabetes. Isbn. 2016;978:88.
  • International Diabetes Federation. Idf Diabetes Atlas. 2017.
  • Cho NH, Shaw JE, Karuranga S, Huang Y, da Rocha Fernandes JD, Ohlrogge AW, et al. IDF Diabetes Atlas: Global estimates of diabetes prevalence for 2017 and projections for 2045. Diabetes Res Clin Pract. 2018;138:271–81.
  • Hull EL, Matter NI, Olson BP, Ediger MN, Magee AJ, Way JF, et al. Noninvasive skin fluorescence spectroscopy for detection of abnormal glucose tolerance. J Clin Transl Endocrinol. 2014;1(3):92–9.
  • Klonoff DC. Overview of fluorescence glucose sensing: A technology with a bright future. In: Journal of Diabetes Science and Technology. 2012. p. 1242–50.
  • Yadav J, Rani A, Singh V, Murari BM. Prospects and limitations of non-invasive blood glucose monitoring using near-infrared spectroscopy. Biomed Signal Process Control. 2015;18(April 2015):214–27.
  • Pai PP, Sanki PK, Sahoo SK, De A, Bhattacharya S, Banerjee S. Cloud computing-based non-invasive glucose monitoring for diabetic care. IEEE Trans Circuits Syst I Regul Pap. 2018 Feb;65(2):663–76.
  • Naam HA Al, Idrees MO, Awad A, Abdalsalam OS, Mohamed F. Non invasive blood glucose measurement based on Photo-Acoustic Spectroscopy. In: 2015 international conference on computing, control, networking, electronics and embedded systems engineering (ICCNEEE). 2015. p. 1–4.
  • Gabbay RA, Sivarajah S. Optical coherence tomography-based continuous noninvasive glucose monitoring in patients with diabetes. Diabetes Technol Ther. 2008;10(3):188–93.
  • Xiao X, Li Q. A Noninvasive measurement of blood glucose concentration by UWB microwave spectrum. IEEE Antennas Wirel Propag Lett. 2016 Oct;16:1040–3.
  • Ansari RR, Böckle S, Rovati L. New optical scheme for a polarimetric-based glucose sensor. J Biomed Opt. 2004 Feb;9(1):103–15.
  • Scholtes-Timmerman MJ, Bijlsma S, Fokkert MJ, Slingerland R, van Veen SJF. Raman spectroscopy as a promising tool for noninvasive point-of-care glucose monitoring. J Diabetes Sci Technol. 2014;8(5):974–9.
  • Pandey R, Paidi SK, Valdez TA, Zhang C, Spegazzini N, Dasari RR, et al. Noninvasive Monitoring of Blood Glucose with Raman Spectroscopy. Acc Chem Res. 2017;50(2):264–72.
  • Vashist SK. Non-invasive glucose monitoring technology in diabetes management: a review. Anal Chim Acta. 2012 Oct;750:16–27.
  • Rao G, Guy RH, Glikfeld P, LaCourse WR, Leung L, Tamada J, et al. Reverse iontophoresis: noninvasive glucose monitoring in vivo in humans. Pharm Res. 1995;12(12):1869–73.
  • Narasimham S, Kaila G, Anand S. Non-invasive glucose monitoring using impedance spectroscopy. Int J Biomed Eng Technol. 2014 Jan;14(3):225–32.
  • Caduff A, Dewarrat F, Talary M, Stalder G, Heinemann L, Feldman Y. Non-invasive glucose monitoring in patients with diabetes: a novel system based on impedance spectroscopy. Biosens Bioelectron. 2006 Dec;22(5):598–604.
  • Gamessa TW, Suman D, Tadesse ZK. Blood glucose monitoring techniques : recent advances , challenges and future perspectives. Int J Adv Technol Eng Explor. 2018;5(46):335–44.
  • Ali H, Bensaali F, Jaber F. Novel approach to non-invasive blood glucose monitoring based on transmittance and refraction of visible laser light. IEEE Access. 2017;5:9163–74.
  • Deshpande NP. Electronic devices and circuits : principles and applications. Tata McGraw-Hill; 2007. 771 p.
  • Sarkar M, Theuwissen A. A Biologically Inspired CMOS Image Sensor. Vol. 461. Springer; 2013.
  • KARNA SK. Analog electronics. Vikas Publishing House PV; 2017.
  • Zhang W, Du Y, Wang ML. Noninvasive glucose monitoring using saliva nano-biosensor. Sens Bio-Sensing Res. 2015 Jun;4:23–9.

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  • Non-Invasive Blood Glucose Monitoring using Visible Laser Light

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Authors

Tadesse Waktola Gamessa
Department of Biomedical Engineering, University College of Engineering (A), Osmania University, Hyderabad, Telangana 500007, India
Dabbu Suman
Department of Biomedical Engineering, University College of Engineering (A), Osmania University, Hyderabad, Telangana 500007, India

Abstract


Diabetes Mellitus is a widely spreading disease worldwide which claims millions of lives every year. Blood glucose monitor is vital for keeping daily track of blood glucose levels and helps in the routine management of diabetes. Current blood glucose monitoring methods mainly involve finger pricks which leads to pain, puncture of skin, inconvenience and causes prone to infections. The costs of disposable test strips and the unavailability of reliable non-invasive glucose monitors are also the challenges in blood glucose monitoring regimen. Recently introduced minimally invasive blood glucose monitors have limited lifespan, unstable accuracy and require invasive methods for regular calibration. Therefore, there is a need to develop a reliable non-invasive blood glucose monitor that addresses the existing challenges. In this project work, we focused on the development of non-invasive blood glucose monitor using visible laser light of 650nm wavelength. In the initial stage, in vitro, experimental measurements were performed using laser based non-invasive blood glucose monitor module to ensure the sensitivity of the system to glucose concentrations. Then, fasting and postprandial in vivo measurements were conducted using the laser based non-invasive blood glucose monitor module integrated with LabVIEW data acquisition system in the form of voltage output. The in vivo voltage output results were compared with Accu-check glucose monitor measurements which have shown good linearity. Finally, laser based non-invasive blood glucose monitor prototype was developed. This work involved 11 volunteer subjects and 18 different measurements for in vivo blood glucose measurement. The in vitro measurement results have shown an overall linearity of 96% while in vivo results had an overall linearity of 94.1% compared with Accu-check active blood glucose monitor measurements. The results are promising and show the potential use of 650nm visible laser light for blood glucose monitoring.

Keywords


Glucose, Blood Glucose, Voltage, Non-invasive, Laser Light, Glucose Monitor.

References