Non-Invasive Glucose Monitoring
Non-Invasive Glucose Monitoring
Note 2: The companies’ name was written in Red, which they are so practical and on a fast track in success.
Note 3: All electrodes of Reverse Iontophoresis and also Minimally invasive systems were made of reference
electrode: Ag/AgCl, working electrode: Ti, or Pt, and Pt electron counter electrode.
Figure 1 Different classification of non-invasive blood glucose measurement, plot was adopted by [4].
Table 2 Table indicates advantages and disadvantages of spectroscopic techniques [5].
Table 3 Advantages and challenges in non-invasive glucose monitoring for transdermal glucose extraction techniques [5].
Table 4 Advantages and challenges in non-invasive glucose monitoring for other techniques [5].
2-1 Optic
According to Figure 1, it shows different techniques for optical-based sensors. Optical methods
have diverse techniques for non-invasive continuous glucose monitoring and this method has
made significant progress, for example as can be seen in table 1 number of 2,3,7 are non-
invasive devices based on optic that 7 is under developing among others.
2-1-1 Dia Mon Tech company
According the earlies related patent in 2021[6], number 7 (DiaMonTech) Fig 2 is made of body
materials such as Si, Ge, ZnS, ZnSe as an optical medium, which is adhered on the skin to detect
and absorb light beam directly without wasting light energy in interface of device and sensor,
laser light due to its absorption and excitation are high resolution, iris diaphragm, mirror for
increasing accuracy of defection, and optical chopper, etc. It is supposed to be used different
modulation frequencies between 5-2000 Hz in pulse waves to send light either in deep layer or
nearer layer for interaction with glucose molecules if they exist in ISF or vascular and then heat
and light are returned back to analyze. Unfortunately, despite this product is not still available
in the market and is coming soon, more detailed information including accuracy, reliability and
etc. don’t exist.
Figure 2 the figure A, B indicate structure of optical sensor adopted by https://www.diamontech.de/#product , figure C
illustrates the inner and infrastructure of the optical sensor of this company which number’ names are able to be found in
patent[6].
2-2 Multisensory
For ideal noninvasive devices, a convenient, accurate, easy-to-use, portable, and low-cost
diagnostic tool for diabetes is highly demanded. It is highly recommended that a sensor will
show a lot of analytical information to patients and doctors or by using multisensory help to
make sure for their diagnosis and even each parameter confirms each other and it is made to
achieve high accuracy.
2-2-1Challenge
In multisensory there are a lot of versatile sensors which makes it more sophisticated and
complex and increases numbers of variables. So according to the above, it is really difficult to
manufacture multisensory devices, which can be seen in Fig 3 although this sensor is highly
suggested for the future of sensors to detect all variations of health care. The latest research
has introduced multisensory based on temperature, humidity, and impedance [8]. But this
system is complex to develop, costly, and also not easy to carry. This is why this study does not
focus on it and multisensory needs huge progress to be miniaturized and be simplified and this
system will be too sensitive and has some lots of variables towards other environmental
factors, such as temperature, humidity, etc.
2-3 Electromagnet
Electromagnetic approach is one promoting approach of non-invasive methods. The
importance of the electromagnet approach in sensors and their bright future made us examine
them separately. According to Table 1, number 2 and 4 are examples of applying
electromagnets into devices. Interestingly, with regard a patent belongs to 2020 (Fig 4),
electromagnetic and using a magnet with 0.234 Tesla with small size and shape allows it to be
placed in a necklace, arm, wrist, use in watchband, and other parts of body. This radiation
including infrared (IR) or MR with narrow wavelength is safe for skin and body tissue and its
detection is associated with glucose via blood vessels through surrounding tissue, known as
target area. Following, its detection is precisely and follows ISO 15197 1[9]. It’s substrate should
be enough strength and stretchable, which can be in silicon (Fig 4, part 100), for example.
2-3-1 Beneficial
The first benefit of continuous glucose monitoring based on electromagnetics is that it has
solved the time lag of detection of glucose through ISF [10]. This novel article introduced a
useful wearable noninvasive multisensory system that measures glucose level precisely with no
time lag. The accurate real-time responses of the sensors are attributed to their unique
vasculature anatomy–inspired tunable electromagnetic topologies [11]. But owing to having
multi sensors and being not portable (Fig 5) is not appropriate, maybe this technique could be
inspiring for small sized devices and costly [11]. The second benefit of this is to be enzyme-less
approach (Fig 5), it can be restored for long terms and in relatively everywhere [11].
2-3-2 Challenge
Despite its advantages and bright future, finding suitable algorithms and evaluating them in
vivo and patient case studies are desperately needed. Another challenge of the electromagnetic
method is mentioned in Table 4.
1
ISO 15197: specifies requirements for in vitro glucose monitoring systems that measure glucose concentrations in
capillary blood samples, for specific design verification procedures and for the validation of performance by the
intended users. These systems are intended for self-measurement by lay persons for management of diabetes
mellitus. In other word, this ISO is in vitro diagnostic test systems — Requirements for blood-glucose monitoring
systems for self-testing in managing diabetes mellitus
Table 4 Advantages and challenges in non-invasive glucose monitoring for other techniques [5]
Figure 5 Schematic of wearable sensory system[11].
1- skin thickness, 2- the increase of current intensity can increase the ion migration, so make high
extraction of speed glucose and low lag time 3- If direct current is applied to the skin continuously, it
may cause tingling and erythema on the epidermis. Although the sensitivity of the sensor is improved in
proportional to high current intensity, other problems such as skin irritation, a long warm-up time, the
need to change the gaskets every 12 h, the device cannot be used during sweating, and prolonged
electric current can cause skin damage to users, etc. Pulsed current can effectively reduce this side
effect in RI. 4- the current intensity should be between 0.1 to 0.3 mA, and the duration of each time
should not exceed 20 min, unless irritation is observed. 5- The size, shape and location of electrodes are
also crucial factors for RI and Ag/AgCl electrodes as a reference and count electrodes and Ti or Pt for
working electrode.
Figure 7schematic of novel patent for saliva sampling and its non-invasive continuous GL monitoring[13].
2-5-1 Beneficial
Long-term usage [1], no stick conditional resorting place, low cost for production from the point
of view of GOD are its advantages, which makes it an advanced method for future.
2-5-2 Challenge
Choice of metal and material facing to blood glucose and also detection and accuracy in each situation
are challenges of this method. In addition, another challenge of this method is sampling. All kind of
sampling are saliva, tear, sweat, that negligible changes in diabetic disease and it is extremely needed in
highly tendency of receptor for reaction with low concentration of GL in these places (Fig 10), and there
are many disadvantages for these sampling as well, which make them achieve low accuracy and
challenging (Table 6). Therefore, this study has been dropped further. If the above obstacles were
solved, it would be a great idea to design a device as small as a coin and then it would be placed
alongside the dental, or adhered into mouth (on a dental) forever, following, it would detect
glucose level constantly.
Figure 10 Contrast of glucose concentrations in different physiological fluids between healthy and diabetic people.
Table 6 Saliva, tears, sweat and interstitial fluids (ISF)-based glucose monitoring devices comparison [2].
2-6 Contact Lens
2-6-1 Contact lens for glucose monitoring:
Contact lens is a new attractive overlook for developing non-invasive techniques. Because of
the development of various non-invasive methods, it’d better discuss all new techniques here
so it is why this was mentioned here.
Because of the reasons below, they are not studied in this study, this kind of commercial
products will not be seen in the near future in the market.
2-6-1-1 Challenge
Continuous glucose monitoring based on contact lens (Fig 11) is not affordable and complex to
be fabricated. It is why this study is not focused on it. Table 6 and Fig 9 have enough crucial
information not to trust them nowadays as commercial products.
Figure 11 An example illustration of contact lens for continuous GL monitoring adopted by google.
3- Commercial minimally invasive products:
Table 7 A few commercial product information for minimally continuous blood glucose monitoring:
Sensor filament
is less than 0.4
mm thick.
According to their earlies patents, which belong 2020, it is taken to consideration some general
information following below:
The length of needle must be less than 1 mm because the needle should not reach the dermal layer,
otherwise it causes pain and damage to the vascular and nerve root in the deep layer of dermal. So, it
can be seen all microneedles that build needles in 0.5mm length. The second, there is a single multiple
layer which is implanted into the skin, with an adhesive patch made of elastomer polymer such as
silicone, epoxy, rubber, and acrylate. Materials of sensor carriers in housing are made of PLA+ graphene/
carbon/ or other conductive material. This system is like Fig 14 cylindrical coaxial solid needle which has
multi-layer conductive (Ti, Pt metal as a core of needle) and non-conductive materials (polystyrene,
polyimide, and other isolate ones) and one layer containing GOD or conductive core of needle coated by
GOD [14, 15]. In fact, the needle insertion into the skin is a working electrode with an electroactive
surface and it has a pump delivery for enhancing glucose immigration towards electrodes. In fact,
housing has a delivery pump (just creates a negative pressure to push all glucose to reach to electrode.)
to increase exchanging of glucose. Interestingly, an article has also introduced a hollow single needle
with parallel electrode array other option [15-17].
4-2-1-1 Challenge:
Limitation of CGM especially Dexcom products is not to be used for pregnant and dialysis or critically ill.
It is not known how different conditions or medications common to these populations may affect
performance of the system. G6 readings may be inaccurate in these populations. All commercial minimal
invasive microneedles are being produced in solid-way almost with metal material, which are mentioned
above, causing a little skin irritation, especially this product is adhered for at least 10-14 days.
Table 8 Compares famous commercial products, which are available in the market.
Figure 14 Figure illustrates the infrastructure of the device and its sensor and whole package of product. Figure is adopted by its
2020’s patent [16] and website.
4-2-2 Abbott Company
Its needle is a single metal hollow needle and 3electrodes located into the hollow needle and length of
needle makes contact to ISF or middle of dermal tissue.it looks like Fig 15. (Ref electrode is Ag/AgCl).
Carbon + Pt working electrode is coated by conductive materials for speed reactions and immobilizing
GOD on it. There are no particular limited polymers for coating and using all of which can be polyvinyl
pyridine, acrylates, PLA, PANI, Vinyl ferrocene (VF), poly HEMA, poly (ethylene glycol) diacrylate
(PEGDA), etc. [18, 19]. As be seen Fig 14, The sensor is small and discreet, measuring approximately the
size of a quarter. Thus, patients can wear it for 10–14 days with minimal disturbance of their activities of
daily living [20]. Patients can use the data in daily life to get on demand glucose readings without having
to perform a fingerstick to obtain blood for use with a glucose meter [20].
Figure 15 Abbott’s infrastructure product as a minimal invasive device for continuous glucose monitoring. Figures were adopted
by 2020’s patent [18, 19].
4-2-2-1 Challenge
Freestyle Libre Pro and Freestyle Libre are not approved in children <18 years of age or for patients who
are pregnant, on dialysis, or critically ill. Patients who are dehydrated or have high levels of vitamin C or
salicylic acid may not get accurate readings with the system [20].
4-3 Multi-needles
Novel article has introduced a sensor patch containing 4 needles (patch contains Silicone hollow
microneedles) 1-referenses 2- counting electrons 3- working electrode for Glucose, 4 th needle for other
sensing analytic [21]. It is supposed to enhance time reactions with biological analysts with high
accuracy in real time.
4-3-1 Multi-functional Microneedle
Some recent articles have introduced advanced sensory patches including multi-sensor, which
was placed on the right side of patch, work based on reverse iontophoresis [21, 22]. Right side
sensors include sensing temperature, glucose level, relative humidity, etc., while the left side of
patch includes microneedles contacting insulin which is stimulated and released by
temperature of glucose interaction, which was received from the right side relevant sensor
[23]. Although this multi-sensing will be a favorite of future research, complex to manufacture
and limited dose of trapped insulin in each needle are still challenges in this way.
5-Discussion
Discussion of both methods have been mentioned below separately and other promising ideas have
been written for future, as well.
-In previous we described choice of RI for detection of GL from ISF is more logical, here we talked openly
in detail:
Electrochemical methods mainly make use of the correlation between some biofluids (such as saliva,
tears, sweat, and ISF) and blood glucose concentration, and indirectly obtain the blood glucose value by
measuring the glucose content in these body fluids. Reverse iontophoresis is measurement based on ISF,
which is more reliable (Fig 10) and it is considered as a current commercial product, but in order to
improve its sensitivity of glucose sensors at the electrochemical level, nanometer electrodes (such as
nano-gold electrode, graphene or carbon nanotube electrode, etc.) are commonly used. Nano-gold,
graphene or carbon nanotube electrode, Cu, conductive polymer coated electrode for working. But for
reducing irritation, which is caused by metal, appropriate micro-distance, the scale and space between
device and skin, from the skin surface can be considered. Patch could be (acrylate, silicone gel, PET), also
by algorithm, software and curve fitting are more practical for making devices precise in terms of
delayed time. However, compared with optical and microwave methods, electrochemical methods have
more advantages in the prospect of commercialization of non-invasive or minimally invasive blood
glucose detection. In future research, if more physical parameters (such as pH, temperature, humidity,
frequency) and other biomarkers associated with blood glucose can be combined to correct
measurement results, to improve the accuracy of non-invasive skin glucose measurement and relevance
to their blood glucose levels, and to achieve continuous monitoring of patients with hyperglycemia and
hypoglycemia, this might be a more mainstream and feasible direction for the solution. Interestingly,
with adding green tea extraction, aloe Vera extraction, other herbal material and their extraction to
substrate and glue will make less obvious for the skin irritation. Unfortunately, I am not sure about its
effect on accuracy and sensitivity and cost of the sensor. It will be needed for further studies. It should
be added that patch/gel materials candidates are silicone gel or other hydrogel, cellulose base gel,
acrylate gel.
Minimally invasive is direct detection of glucose with less errors. With low time lagging for detection is
one of the advantages of minimally invasive. Now challenging is still a type of needle and materials for
reducing skin irritation and redness, also an appropriate choice triggers us to know about longevity of
sensor/patch life. Most microneedles have been built as a solid-metal material with layer–by-layer like
Dexcom and Abbott's products. Hollow needle is also worked but holes of the needle are probably filled.
In future progress, we will witness a multisensory of microneedle for diagnosis and therapy with ability
of drug delivery. Moreover, it will contain sensors for temperature, humidity, glucose, lactic acid, etc.
Interestingly, for reducing cost process manufacturing and long sensor life, it may address non-
enzymatic methods, not for microneedle, but also for other sensors.
Substrate sensing candidate materials are PTFE, PEEK, PVC, polyurethane, PMMA, PP, silicone, polyester,
polycarbonate, PEO, PBT, PET, and PVDF.
Microneedle electrode materials can be coated by gold nanoparticle, gold porous film coated
microneedles [25], immobilizing of GOD with chitosan, HEMA, etc. or manufacturing needle based on
glass or polymer which coated by conductive material for reducing redness and the skin allergy but
longevity and strength of needle will face a challenges. Another the latest patent has been worked on a
non-enzymatic sensor [26], which showed how to manufacture this system with innumerable
advantages.
Microneedle for continuous glucose monitoring is much reliable ISF diffusion into hollow microneedle
for detection is within real time. Moreover, noninvasive does not breach the skin’s stratum-corneum
barrier, and hence extracts low levels of biomarker. In contrast, microneedle arrays cross the stratum
corneum, and can thereby directly and selectively capture ISF biomarkers. Hollow microneedle or closed
needle within hollow inside which is made by porous polymer. Pores size of the needle body, which is
made of polymer, should be the same as glucose molecules. It leads to high selectivity and hole of the
needle is not filled by other biological analytic ISF (Filtering). Into a hollow microneedle, electrodes are
inserted in parallel. In addition, a pump exists into an adhesive patch for extraction or injection analytic
elements through the skin. Instead of pump insertion, reverse iontophoresis (IR) can be used (this
means a combination of figure17 a +b. In fact, most commercial products are like Fig 17, g & d. Applying
RI with a needle makes the system have a prompt response.
OR microneedle (metal) modified with sensors and biological agents on its surface and then it is exposed
to analysts, its signal will be sent to detectors Fig 17, g. Second one has longer lifespan in skin owing to
metal instinct of needles but it is more likely to face irritation of the skin. Moreover, selectivity of GL
could be very lower than early mentioned. All in all, despite advanced progress and future of
noninvasive glucose monitoring, minimally invasive is more highly recommended and more reliable.
Both length needles must be 70-200 µm. Metal with surface modification for start and the first work of a
company should be better because it is easy to manufacture and polymer-based needs to investigate its
behavior and degradability and its lifespan, which is proportional to sensor life. Next generation of
sensor is to search for non-enzymatic microneedles, the time is desperately needed. Although some
articles and patents are available and they showed enough evidence for its performance, I believe that it
is not enough for marketing yet.
Interestingly, we could build a detection system with insulin delivery for the company's future products.
It needs two separate sensor systems and two groups of microneedles which should be connected
together. Although it outlines prospective sensors, I am not sure of the high cost and complexity and
other coming challenges for the first years of official work of the company and its products.
Figure 17 a, Non-invasive sampling via reverse iontophoresis. b, Collection of ISF via hollow microneedles. c,
Vacuum-assisted ISF collection from micropores created by microneedles or via laser light. d, ISF collection into a
paper reservoir by the repeated ‘pumping’ of microneedles into the skin. e, ISF collection by swelling hydrogel
microneedles. f, Direct capture of a biomarker in ISF via a biorecognition element (typically, an antibody) bound to
microneedles. g, Real-time monitoring of a biomarker via electrode sensors embedded in microneedles. h,
Microneedles for closed-loop sensing and drug delivery [27].
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