Vol. 102
Latest Volume
All Volumes
PIERM 128 [2024] PIERM 127 [2024] PIERM 126 [2024] PIERM 125 [2024] PIERM 124 [2024] PIERM 123 [2024] PIERM 122 [2023] PIERM 121 [2023] PIERM 120 [2023] PIERM 119 [2023] PIERM 118 [2023] PIERM 117 [2023] PIERM 116 [2023] PIERM 115 [2023] PIERM 114 [2022] PIERM 113 [2022] PIERM 112 [2022] PIERM 111 [2022] PIERM 110 [2022] PIERM 109 [2022] PIERM 108 [2022] PIERM 107 [2022] PIERM 106 [2021] PIERM 105 [2021] PIERM 104 [2021] PIERM 103 [2021] PIERM 102 [2021] PIERM 101 [2021] PIERM 100 [2021] PIERM 99 [2021] PIERM 98 [2020] PIERM 97 [2020] PIERM 96 [2020] PIERM 95 [2020] PIERM 94 [2020] PIERM 93 [2020] PIERM 92 [2020] PIERM 91 [2020] PIERM 90 [2020] PIERM 89 [2020] PIERM 88 [2020] PIERM 87 [2019] PIERM 86 [2019] PIERM 85 [2019] PIERM 84 [2019] PIERM 83 [2019] PIERM 82 [2019] PIERM 81 [2019] PIERM 80 [2019] PIERM 79 [2019] PIERM 78 [2019] PIERM 77 [2019] PIERM 76 [2018] PIERM 75 [2018] PIERM 74 [2018] PIERM 73 [2018] PIERM 72 [2018] PIERM 71 [2018] PIERM 70 [2018] PIERM 69 [2018] PIERM 68 [2018] PIERM 67 [2018] PIERM 66 [2018] PIERM 65 [2018] PIERM 64 [2018] PIERM 63 [2018] PIERM 62 [2017] PIERM 61 [2017] PIERM 60 [2017] PIERM 59 [2017] PIERM 58 [2017] PIERM 57 [2017] PIERM 56 [2017] PIERM 55 [2017] PIERM 54 [2017] PIERM 53 [2017] PIERM 52 [2016] PIERM 51 [2016] PIERM 50 [2016] PIERM 49 [2016] PIERM 48 [2016] PIERM 47 [2016] PIERM 46 [2016] PIERM 45 [2016] PIERM 44 [2015] PIERM 43 [2015] PIERM 42 [2015] PIERM 41 [2015] PIERM 40 [2014] PIERM 39 [2014] PIERM 38 [2014] PIERM 37 [2014] PIERM 36 [2014] PIERM 35 [2014] PIERM 34 [2014] PIERM 33 [2013] PIERM 32 [2013] PIERM 31 [2013] PIERM 30 [2013] PIERM 29 [2013] PIERM 28 [2013] PIERM 27 [2012] PIERM 26 [2012] PIERM 25 [2012] PIERM 24 [2012] PIERM 23 [2012] PIERM 22 [2012] PIERM 21 [2011] PIERM 20 [2011] PIERM 19 [2011] PIERM 18 [2011] PIERM 17 [2011] PIERM 16 [2011] PIERM 14 [2010] PIERM 13 [2010] PIERM 12 [2010] PIERM 11 [2010] PIERM 10 [2009] PIERM 9 [2009] PIERM 8 [2009] PIERM 7 [2009] PIERM 6 [2009] PIERM 5 [2008] PIERM 4 [2008] PIERM 3 [2008] PIERM 2 [2008] PIERM 1 [2008]
2021-05-28
First Microwave Tomography Approach Towards a Truly Noninvasive, Pain-Free and Wearable Blood Glucose Monitoring Device
By
Progress In Electromagnetics Research M, Vol. 102, 193-206, 2021
Abstract
Despite the advancements in the field of glucose monitoring sensors, the development of noninvasive, wearable, continuous and comfortable systems is still a real challenge. New technologies are required for noninvasive, continuous and effective measurements remaining discreet, painless, comfortable to the patient and avoiding additional costs.This article presents a truly noninvasive microwavetomography prototype designed for glucose monitoring. The system is based on an array of dipole antennas placed in a circular configuration.The transmitted field data are collected using a switchmatrix connected to a vector network analyzer. A heterogeneous 3-D arm model and a 3-D electromagnetic solver have been used to model the human arm and to characterize the system. Blood electromagnetic properties are affected by the glucose concentration, a promising correlation between the dielectric properties of blood and glucose level should be investigated. By simulating the antenna array on the arm phantom, the characteristics of the S-Parameters were interesting at the frequencies of interest. The transmission coefficient amplitude decreases as the dielectric constant decreases from 63 to 40, and the conductivity increases from 1.5 S/m to 3.5 S/m. For each value of dielectric properties, a given transmission coefficient value can be clearly identified. Experimental measurements validated the arm phantom and confirmed the relationship between the response of the system and the dielectric properties of blood tissue. The armband sensor is designed as an inexpensive, noninvasive, and light weight device suitable for all patients with a high level of discretion. This work, under optimization for preclinical and clinical testing, demonstrates the proof of concept of an innovative microwave tomography system for noninvasive glucose monitoring. Compared to studies with a similar aim, this research may achieve distinct advances and offers promising hope in the field of noninvasive glucose sensors.
Citation
Asma Bakkali, Clément Buisson, Lourdes Mounien, Jean François Landrier, Victoria Tishkova, and Pierre Sabouroux, "First Microwave Tomography Approach Towards a Truly Noninvasive, Pain-Free and Wearable Blood Glucose Monitoring Device," Progress In Electromagnetics Research M, Vol. 102, 193-206, 2021.
doi:10.2528/PIERM21032803
References

1. American Diabetes Association "Diagnosis and classification of diabetes mellitus," Diabetes Care, Vol. 37, S81-S90, 2014.

2. Tan, S. Y., J. L. M. Wong, Y. J. Sim, et al. "Type 1 and 2 diabetes mellitus: A review on current treatment approach and gene therapy as potential intervention," Diabetes & Metabolic Syndrome: Clinical Research & Reviews, Vol. 13, No. 1, 364-372, 2019.

3. Wild, S., G. Roglic, A. Green, et al. "Global prevalence of diabetes: Estimates for the year 2000 and projections for 2030," Diabetes Care, Vol. 27, 1047-1053, 2004.

4. Yilmaz, T., R. Foster, and Y. Hao, "Radio-frequency and microwave techniques for non-invasive measurement of blood glucose levels," Diagnostics, Vol. 9, 1-6, 2019.

5. Tura, A., A. Maran, and G. Pacini, "Non-invasive glucose monitoring: Assessment of technologies and devices according to quantitative criteria," Diabetes Research and Clinical Practice, Vol. 77, No. 1, 16-40, 2007.

6. Gonzales, W. V., A. T. Mobashsher, and A. Abbosh, "The progress of glucose monitoring — A review of invasive to minimally and non-invasive techniques, devices and sensors," Sensors, Vol. 4, 15-19, 2019.

7. Caduff, A., M. Zanon, P. Zakharov, et al. "First experiences with a wearable multisensor in an outpatient glucose monitoring study, Part I: The users’ view," Journal of Diabetes Science and Technology, Vol. 12, 562-568, 2018.

8. Zanon, M., M. Mueller, P. Zakharov, et al. "First experiences with a wearable multisensor device in a noninvasive continuous glucose monitoring study at home, Part II: The investigators’ view," Journal of Diabetes Science and Technology, Vol. 12, No. 3, 554-561, 2018.

9. Caduff, A., M. S. Talary, M. Mueller, F. Dewarrat, J. Klisic, M. Donath, L. Heinemann, and W. A. Stahel, "Non-invasive glucose monitoring in patients with Type 1 diabetes: A multisensor system combining sensors for dielectric and optical characterisation of skin," Biosens Bioelectron, Vol. 24, No. 9, 2778-84, May 15, 2009.

10. Choi, H., S. Luzio, J. Beutler, et al. "Microwave noninvasive blood glucose monitoring sensor: Human clinical trial results," IEEE MTT-S International Microwave Symposium (IMS), 876-879, 2017.

11. Choi, H., J. Naylon, S. Luzio, et al. "Design and in vitro interference test of microwave noninvasive blood glucose monitoring sensor," IEEE Transactions on Microwave Theory and Techniques, Vol. 63, No. 10, 3016-3025, 2015.

12. Hanna, J., M. Bteich, Y. Tawk, et al. "Noninvasive, wearable, and tunable electromagnetic multisensing system for continuous glucose monitoring, mimicking vasculature anatomy," Science Advances, Vol. 6, No. 24, eaba5320, 2020.

13. Baghelani, M., Z. Abbasi, M. Daneshmand, et al. "Non-invasive continuous-time glucose monitoring system using a chipless printable sensor based on split ring microwave resonators," Sci. Rep., Vol. 10, 12980, 2020.

14. Omer, A. E., G. Shaker, S. Safavi-Naeini, et al. "Low-cost portable microwave sensor for non-invasive monitoring of blood glucose level: Novel design utilizing a four-cell CSRR hexagonal configuration," Sci. Rep., Vol. 10, 15200, 2020.

15. Zapasnoy, A. S., V. P. Belichenko, V. P. Yakubov, et al. "Application of broadband microwave near-field sensors for glucose monitoring in biological media," Appl. Sci., Vol. 11, No. 4, 1470, 2021.

16. Weinzimer, S. A., "PENDRA: The once and future noninvasive continuous glucose monitoring device," Diabetes Technology & Therapeutics, Vol. 6, No. 4, 442-444, 2004.

17. Wentholt, I. M. E., J. B. L. Hoekstra, A. Zwart, et al. "Pendra goes Dutch: Lessons for the CE mark in Europe," Diabetologia, Vol. 48, 1055-1058, 2005.

18. Tierney, M. J., A. T. Janet, O. P. Russell, et al. "The GlucoWatchR biographer: A frequent automatic and noninvasive glucose monitor," Annals of Medicine, Vol. 32, 632-641, 2000.

19. Gandrud, L. M., H. U. Paguntalan, M. M. Van Wyhe, et al. "Use of the Cygnus GlucoWatch biographer at a diabetes camp," Pediatrics, Vol. 113, 108-111, 2004.

20. Diabetes Research in Children Network (DirecNet) Study Group "Accuracy of the GlucoWatch G2 Biographer and the continuous glucose monitoring system during hypoglycemia: Experience of the diabetes research in children network," Diabetes Care, Vol. 27, No. 3, 722-726, 2004.

21. Pf¨utzner, A., S. Strobl, D. Sachsenheimer, et al. "Evaluation of the non-invasive glucose monitoring device GlucoTrackR in patients with Type 2 diabetes and subjects with prediabetes," J. Diabetes Treat., Vol. 4, No. 02, 2019.

22. Bahartan, K., K. Horman, A. Gal, et al. "Assessing the performance of a noninvasive glucose monitor in people with Type 2 diabetes with different demographic profiles," Journal of Diabetes Research, 1-8, 2017.

23. Christiansen, M. P., L. J. Klaff, R. Brazg, et al. "A prospective multicenter evaluation of the accuracy of a novel implanted continuous glucose sensor: PRECISE II," Diabetes Technology & Therapeutics, Vol. 20, No. 3, 197, 2018.

24. Deiss, D., A. Szadkowska, D. Gordon, et al. "Clinical practice recommendations on the routine use of eversense, the first long-term implantable continuous glucose monitoring system," Diabetes Technology & Therapeutics, Vol. 21, No. 5, 254-264, 2019.

25. Oppel, E., S. Kamann, L. Heinemann, et al. "The implanted glucose monitoring system eversense: An alternative for diabetes patients with isobornyl acrylate allergy," Contact Dermatitis, Vol. 82, No. 2, 101-104, 2019.

26. Saha, S., H. Cano-Garcia, I. Sotiriou, et al. "A glucose sensing system based on transmission measurements at millimetre waves using microstrip patch antennas," Sci. Rep., Vol. 7, No. 1, 6855, 2017.

27. Gouzouasis, I., H. Cano-Garcia, I. Sotiriou, et al. "Detection of varying glucose concentrations in water solutions using a prototype biomedical device for millimeter-wave non-invasive glucose sensing," EuCAP, 2016.

28. The Free Style Libre System, , , https://www.freestylelibre.fr/libre/..

29. Fokkert, M. J., P. R. Van Dijk, M. A. Edens, et al. "Performance of the FreeStyle Libre Flash glucose monitoring system in patients with Type 1 and 2 diabetes mellitus," BMJ Open Diabetes Research and Care, Vol. 5, No. 1, e000320, 2017.

30. Badugu, R., E. A. Reece, and J. R. Lakowicz, "Glucose-sensitive silicone hydrogel contact lens toward tear glucose monitoring," J. Biomed. Opt., Vol. 23, No. 5, 1-9, 2018.

31. Park, J., J. Kim, S. Y. Kim, et al. "Soft, smart contact lenses with integrations of wireless circuits, glucose sensors, and displays," Science Advances, Vol. 4, No. 1, eaap9841, 2018.

32. Zhang, J. and W. G. Hodge, "Contact lens integrated with a biosensor for the detection of glucose and other components in tears,", U.S. Patent US8385998B2, 2009.

33. Zhang, W., Y. Du, and M. L. Wang, "Noninvasive glucose monitoring using saliva nano-biosensor," Sensing and Bio-Sensing Research, Vol. 4, 23-29, 2015.

34. Zhao, J., Y. Lin, J. Wu, et al. "A fully integrated and self-Powered smartwatch for continuous sweat glucose monitoring," American Chemical Society, Vol. 4, No. 7, 1925-1933, 2019.

35. Lee, H., C. Song, Y. S. Hong, et al. "Wearable/disposable sweat-based glucose monitoring device with multistage transdermal drug delivery module," Science Advances, Vol. 3, No. 3, e1601314, 2017.

36. Kuwahara, Y., "Microwave imaging for early breast cancer detection," New Perspectives in Breast Imaging, IntechOpen, 2017.

37. Nikolova, N. K., "Microwave imaging for breast cancer," IEEE Microwave Magazine, Vol. 12, 78-94, 2011.

38. Wang, Z., et al. "Medical applications of microwave imaging," The Scientific World Journal, Vol. 2014, Article ID 147016, 2014.

39. Misilmani, H. M. E., T. Naous, A. S. K. Khatib, et al. "A survey on antenna designs for breast cancer detection using microwave imaging," IEEE Access, Vol. 8, 102570-102594, 2020.

40. Klemm, M., J. A. Leendertz, D. Gibbins, et al. "Microwave radar-based breast cancer detection: Imaging in inhomogeneous breast phantoms," IEEE Antennas and Wireless Propagation Letters, Vol. 8, 1349-1352, 2009.

41. Dichtl, C., et al. "Dielectric properties of 3D printed polylactic acid," Advances in Materials Science and Engineering, 1-10, 2017.

42. Mini-Circuits Datasheet, https://www.minicircuits.com/pdfs/ZTVX-n-12 Series.pdf..

43. Gabriel, S., R. W. Lau, and C. Gabriel, "The dielectric properties of biological tissue II: Measurements in the frequency range 10 Hz to 20 GHz," Physics in Medicine and Biology, Vol. 41, No. 11, 2251-2269, 1996.

44. The Foundation for Research on Information Technologies in Society (IT’IS) "Dielectric proper-ties of human tissues,", https://itis.swiss/virtual-population/tissue-properties/database/dielectric-properties.

45. Lazebnik, M., E. L. Madsen, G. R. Frank, et al. "Tissue-mimicking phantom materials for narrowband and ultrawideband microwave applications," Phys. Med. Biol., Vol. 50, No. 18, 4245-4258, 2005.

46. Yilmaz, T., T. Karacolak, and E. Topsakalet, "Characterization of muscle and fat mimicking gels at MICS and ISM bands (402 MHz 405 MHz) and (2.40–2.48 GHz)," XXIX General Assembly of the International Union of Radio Science, 2008.

47. Mashal, A. and F. Gao, "Hagness SC: Heterogeneous anthropomorphic phantoms with realistic dielectric properties for microwave breast imaging experiments," Microw. Opt. Technol. Lett., Vol. 53, No. 8, 1896-1902, 2011.

48. Antunes Neves AL "Application au domaine biom´edical des moyens de caract´erisation ´electromagn´etique de mat´eriaux dans le spectre des micro-ondes,", Thesis, 2017.

49. Microwave Vision Group "Microwave Vision Group,", https://www.mvg-world.com/fr/products/sar/sar-accessories/liquids.

50. Electromagnetic measuring device EpsiMuR, https://www.epsimu.com.