Those with diabetes have an increased risk of developing cardiovascular, kidney, eye, and lower-extremity complications. Diabetic people may be prone to developing ulcers on their feet, which can become chronic or heal slowly, potentially resulting in peripheral neuropathy, foot ulceration, and amputation. Sub-optimal oxygenation (hypoxia) may be a factor that interferes with the healing of diabetic wounds by limiting the blood flow rate to the wound.
An aspect of the present disclosure is a smart shoe insole that includes photoplethysmography (PPG sensors) to monitor SpO2 (i.e., blood oxygen saturation) levels. The SpO2 levels may comprise the ratio of oxygenated hemoglobin to the total hemoglobin in blood. SpO2 levels may be utilized to aid in detection of one or more disorders such as hypoxemia, deteriorating organ function, wound-prone tissues, etc. An insole according to the present disclosure may be utilized to provide early treatment (e.g., at home). The insole may be configured to monitor diabetic wounds and aid in the healing of diabetic wounds at a foot.
Another aspect of the present disclosure is a method of making an insole for monitoring and treating diabetic foot ulcers. The method includes fabricating a resilient shoe insole and positioning at least one photoplethysmography (PPG sensor) on an upper side of the resilient shoe insole, whereby the PPG sensor can be utilized to monitor arterial oxygen saturation (SpO2) levels of a patient's foot positioned on the upper side of the resilient shoe insole. The method further includes positioning a plurality of flexible electrodes on the resilient shoe insole in a location that is selected to cause at least one of the plurality of flexible electrodes to be positioned adjacent to a wound on the patient's foot when the patient's foot is positioned on the upper side of the resilient shoe insole. The method further includes operably interconnecting the at least one PPG sensor and the plurality of flexible electrodes to a monitoring unit that is configured to actuate at least one of the plurality of flexible electrodes to stimulate the patient's foot at or adjacent the wound based, at least in part, on information from the at least one PPG sensor.
Another embodiment of the present disclosure is a wearable article for monitoring and healing foot wounds including at least one photoplethysmography (PPG) sensor and at least one electrode to a foot of a patient; whereinat least one photoplethysmography (PPG) sensor of the wearable article to be positioned adjacent to the foot; wherein the at least one electrode of the wearable article is positioned adjacent a wound on the foot; wherein the at least one photoplethysmography (PPG) sensor is capable of providing data for at least (1) determining an SpO2 estimation and (2) calculating a perfusion index; and wherein electrical power is provided to the at least one electrode if: 1) the perfusion index is acceptable according to predefined criteria, and 2) the SpO2 estimation is not acceptable according to predefined criteria. Yet other embodiments include wherein the predefined criteria for the perfusion index comprises a perfusion index above 0.4%; the predefined criteria for the SpO2 comprises an SpO2 level above 92%. Other embodiment further include an electrical heating system capable of providing heat to the patient's foot if the perfusion index is not acceptable according to the predefined criteria. Yet others include an electrical heating system capable of providing heat to the patient's foot if: 1) the perfusion index is acceptable according to predefined criteria, and 2) the SpO2 estimation is not acceptable according to predefined criteria.
In further embodiments, electrical power is provided to the at least one electrode further includes controlling at least one parameter selected from the group consisting of: a pulse duration of a voltage supplied to the at least one electrode, a peak electrical current supplied to the at least one electrode, a waveform of a voltage supplied to the at least one electrode, and a frequency of a voltage supplied to the at least one electrode. Yet other embodiments further include comprising a resilient insole, wherein the at least one PPG sensor is positioned on an upper side of the resilient insole; wherein the at least one electrode comprises a plurality of flexible electrodes positioned on the resilient shoe insole at locations that are selected such that at least one of the plurality of flexible electrodes is positioned adjacent to a wound on the patient's foot when the patient's foot is positioned on the upper side of the resilient shoe insole; and wherein the at least one PPG sensor and the plurality of flexible electrodes are operably connected to a monitoring unit that is configured to actuate at least one of the plurality of flexible electrodes to stimulate the patient's food at or adjacent the wound base, at least in part, on information from the at least one PPG sensor.
These and other features, advantages, and objects of the present device will be further understood and appreciated by those skilled in the art upon studying the following specification, claims, and appended drawings.
In the drawings:
For purposes of description herein the terms “upper,” “lower,” “right,” “left,” “rear,” “front,” “vertical,” “horizontal,” and derivatives thereof shall relate to the device as oriented in
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The wearable insole 1 may optionally include an electrical heater 21 having a conductive resistance line 45 including segments 45A-45E that extend around a user's foot and/or ankle and/or upper leg. The position and configuration of the conductive line 45 may be adjusted or varied as required for a particular application. The conductive line 45 of electrical heater 21 may be operably connected to power supply 8C, which may be positioned inside an upper portion 2A of the boot 2. The upper portion 2A may comprise a separate component that can be separately attached to form a gap 46 between upper portion 2A and the lower portion of boot 2. Alternatively, the upper portion 2A may be integrally formed with the lower portion of boot 2. An electrical stimulation unit or controller 9B may be positioned in upper portion 2A of boot 2. The electrical stimulation unit 9B may be configured to control the heater 21 and may be configured to communicate with computing device 9. Alternatively, the computing device 9 may be configured to directly control the electrical heater 21. Also, a separate power supply 8C for electrical heater 21 is not necessarily required, and electrical heater 21 may be powered utilizing power supply 8, or power supply 8B.
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The blank 32 is then cut to form electrode 12 (
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The electrode 12 may then be positioned on upper side 17 of upper layer 10 (
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The electrodes 15 may provide electrical stimulation to a wound to reduce inflammation and/or to increase blood flow around a diabetic foot ulcer (DFU) or other wound, and the PPG sensors may be utilized to monitor blood volume changes and the rate of wound healing.
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If the perfusion index is acceptable, the process proceeds from step 58 to step 60 to determine if the SpO2 estimation is acceptable according to predefined criteria. The predefined criteria may comprise an SpO2 level above 92%. Other predefined SpO2 level criteria (e.g. 90% or 94%) may also be utilized, and the present disclosure is not limited to a specific SpO2 criteria.
If the SpO2 estimation is acceptable at step 60, the process from continues to step 72. At step 72, the biometrics may be communicated to a user or other entity. The communication may be accomplished utilizing a wireless communication. The power may then be turned off (step 74), and the system may then wait for the next treatment session (step 76).
If, at step 58, the perfusion index is not acceptable, an SpO2 estimation will not be valid. Thus, if the perfusion index is not acceptable at step 58, the process proceeds to step 66, and the system checks to determine if there is a problem such as a foot positioning error. A foot position error may be detected if there is noise in the PPG signal caused by motion artifacts. If the system identifies a foot positioning error at step 66 the user (physician or patient) is notified at step 68, and the foot position is then corrected. The process 50 then returns to step 56. If the system determines that there is no foot positioning error at step 66, the heating unit 21 may be turned on at step 70 to provide controlled heat to increase the blood flow to the foot.
As discussed above, if the perfusion index is acceptable at step 58, the process continues to step 60 to determine if the SpO2 estimation is acceptable. If the SpO2 estimation is not acceptable at step 60, the process continues to step 62. At step 62 the heating unit 21 may be actuated and/or power may be supplied to the electrodes 6. Preferably, the electrodes 6 are actuated and the heating unit 21 is turned on to provide both electrical stimulation and controlled heating.
The electrodes 6 are integrated into the insole 1 to electrically stimulate the wound region, which in turn improves the blood circulation around the wound. As discussed above, the electrodes 6 may be fabricated by depositing conductive inks or other suitable materials onto a surface of an insole using one or more suitable processes such as additive printing, ablation, etc. The stimulation provided by the electrodes 6 may be user-controlled. For example, computing device 9 may be configured to permit a user to adjust one or more of the intensity (0-30 mA), frequency 1-500 Hz), duty cycle (1-20%), and the wave form (square, sinusoidal, triangular, etc.) of the electric current/power supplied to electrodes 6. It will be understood that the system may be configured to permit these parameters to be individually adjusted. The insole may have a plurality of electrodes, and the coverage of the stimulation provided by the electrodes may be controlled by activating selected electrodes that are farther away, or closer to, the wound region. A custom-built circuit may be integrated into the insole 1 to transform low voltage (.g. 12 volts DC) supplied from a battery (e.g. power supply 8) to high voltages (e.g. up to 150 V), at a high frequency to prevent tissue damage while providing electrical stimulation. The circuit may be configured to switch between active electrodes in preselected patterns (e.g. circular rotation, cross rotation, or user-defined rotation). For example, the electrical stimulation may comprise a pulse duration of 200 microseconds, with a 20 mA peak current, with a symmetrical biphasic square waveform at a frequency of 30 Hz, and an amplitude that is selected to be below an amplitude that could cause muscle contraction. The insole 1 may comprise a boot 2 having an integrated heating unit 21 to further increase the blood flow to the foot 3. The system may include a temperature threshold cut-off feature and a temperature sensor (not shown) inside boot 2 for safety purposes whereby the power supply to the electrical heating unit 21 is turned off if a predefined maximum allowable temperature is reached or exceeded. For example, the controller (computing device 9) may be configured to limit a temperature to a maximum of 100° F. adjacent to a user's foot to avoid burns. The heating unit 21 may comprise either printed elements with resistive or conductive materials, or with light emitting diodes (LEDs).
A detailed description of PPG signal acquisition, SpO2 estimation, PI measurement, and feature extraction of PPG signals may be found in Panahi et al. (2023) “Development of a Flexible Smart Wearable Oximeter Insole for Monitoring SpO2 Levels of Diabetics' Foot Ulcer” IEEE Journal on Flexible Electronics 2(2) pp 61-70, as well as Panahi et al. (2022) “A Smart Wearable Oximeter Insole for Monitoring SpO2 Levels of Diabetics' Foot Ulcer” 2022 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), Vienna, Austria, 2022, pp. 1-4. These references also include a detailed description of machine learning techniques that may be utilized according to other aspects of the present disclosure. The full text of these references is incorporated herein.
Additionally, unless otherwise specified, it is to be understood that discussion of a particular feature or component extending in or along a given direction or the like does not mean that the feature or component follows a straight line or axis in such a direction or that it only extends in such direction or on such a plane without other directional components or deviations, unless otherwise specified.
It will be understood by one having ordinary skill in the art that construction of the described device and other components is not limited to any specific material. Other exemplary embodiments of the device disclosed herein may be formed from a wide variety of materials, unless described otherwise herein.
For purposes of this disclosure, the term “coupled” (in all of its forms, couple, coupling, coupled, etc.) generally means the joining of two components (electrical or mechanical) directly or indirectly to one another. Such joining may be stationary in nature or movable in nature. Such joining may be achieved with the two components (electrical or mechanical) and any additional intermediate members being integrally formed as a single unitary body with one another or with the two components. Such joining may be permanent in nature or may be removable or releasable in nature unless otherwise stated.
It is also important to note that the construction and arrangement of the elements of the device as shown in the exemplary embodiments is illustrative only. Although only a few embodiments of the present innovations have been described in detail in this disclosure, those skilled in the art who review this disclosure will readily appreciate that many modifications are possible (e.g., variations in sizes, dimensions, structures, shapes and proportions of the various elements, values of parameters, mounting arrangements, use of materials, colors, orientations, etc.) without materially departing from the novel teachings and advantages of the subject matter recited. For example, elements shown as integrally formed may be constructed of multiple parts or elements shown as multiple parts may be integrally formed, the operation of the interfaces may be reversed or otherwise varied, the length or width of the structures and/or members or connector or other elements of the system may be varied, the nature or number of adjustment positions provided between the elements may be varied. It should be noted that the elements and/or assemblies of the system may be constructed from any of a wide variety of materials that provide sufficient strength or durability, in any of a wide variety of colors, textures, and combinations. Accordingly, all such modifications are intended to be included within the scope of the present innovations. Other substitutions, modifications, changes, and omissions may be made in the design, operating conditions, and arrangement of the desired and other exemplary embodiments without departing from the spirit of the present innovations.
It will be understood that any described processes or steps within described processes may be combined with other disclosed processes or steps to form structures within the scope of the present device. The exemplary structures and processes disclosed herein are for illustrative purposes and are not to be construed as limiting.
It is also to be understood that variations and modifications can be made on the aforementioned structures and methods without departing from the concepts of the present device, and further it is to be understood that such concepts are intended to be covered by the following claims unless these claims by their language expressly state otherwise.
The above description is considered that of the illustrated embodiments only. Modifications of the device will occur to those skilled in the art and to those who make or use the device. Therefore, it is understood that the embodiments shown in the drawings and described above are merely for illustrative purposes and not intended to limit the scope of the device, which is defined by the following claims as interpreted according to the principles of patent law, including the Doctrine of Equivalents.
This application claims the benefit under 35 USC § 119(e) of U.S. Provisional Patent Application No. 63/423,073, filed Nov. 14, 2022, the contents of which are incorporated herein by reference in their entirety.
Number | Date | Country | |
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63425073 | Nov 2022 | US |