SYSTEM AND METHOD FOR BLOOD GLUCOSE MONITORING USING MAGNETIC RESONANCE SPECTROSCOPY
20200367795 ยท 2020-11-26
Inventors
Cpc classification
G01R33/3808
PHYSICS
A61B5/14532
HUMAN NECESSITIES
A61B5/055
HUMAN NECESSITIES
A61B2560/0223
HUMAN NECESSITIES
International classification
A61B5/145
HUMAN NECESSITIES
G01R33/38
PHYSICS
A61B5/00
HUMAN NECESSITIES
A61B5/05
HUMAN NECESSITIES
Abstract
A wearable device and method for noninvasive and continuous monitoring of blood glucose level in a patient. The device may include a unilateral permanent magnet generating a static magnetic field to a target area under the skin of the patient, the target area comprising blood vessels and tissue surrounding the blood vessels. The device may also include a transmitter delivering a radiofrequency (RF) field to the target area to excite proton nuclear spins in the target area, wherein at least a portion of the transmitter is positioned between the magnet and the skin. The device may further include a sensor detecting a RF signal from the excited proton nuclear spins in the target area. A processing arrangement may receive data corresponding to the detected RF signal from the sensor and determine a level of blood glucose in the patient based on the data.
Claims
1. A device for monitoring of blood glucose level in a patient, comprising: a magnet configured to generate a static magnetic field to a target area under the skin of the patient, the target area comprising blood vessels and tissue surrounding the blood vessels; a transmitter configured to deliver a radiofrequency (RF) field to the target area to excite proton nuclear spins in the target area, wherein at least a portion of the transmitter is positioned between the magnet and the skin; a sensor configured to detect a RF signal from the excited proton nuclear spins in the target area; and a processing arrangement configured to receive signal data corresponding to the detected RF signal from the sensor, and to generate a quantitative value corresponding to a level of blood glucose in a patient based on the data.
2. The device of claim 1, wherein the device is configured to be wearable on a body of the patient.
3. The device of claim 1, wherein the quantitative value corresponds to a concentration of glucose in blood circulating via the blood vessels through the target area.
4. The device of claim 1, wherein the magnet is a unilateral magnet.
5. The device of claim 1, wherein the transmitter and the sensor are separate components within the device.
6. The device of claim 1, wherein the transmitter and the sensor are integrated as part of a transceiver configured to reversibly operate in a transmitting mode for delivering the RF field and a receiving mode for detecting the RF signal.
7. The device of claim 6, wherein the transceiver comprises a switch movable between a first setting in which the switch controls operation of the transceiver in the transmitting mode and a second setting in which the switch controls operation of the transceiver in the receiving mode.
8. The device of claim 6, wherein the transceiver comprises a coil or an antenna.
9. The device of claim 8, wherein the coil or the antenna is formed from an electrical conductive material.
10. The device of claim 9, wherein the electrical conductive material is copper.
11. The device of claim 6, wherein the transceiver comprises a unitary coil formed from a single wire, a multiple-turn wire, or a piece of conductive material.
12. The device of claim 6, wherein the transceiver comprises at least a portion of a solenoid coil.
13. The device of claim 6, wherein the transceiver is configured to surround at least a portion a wrist of the patient.
14. The device of claim 8, wherein the transceiver comprises a connector configured to reversibly open and close the coil or the antenna.
15. The device of claim 14, wherein the connector comprises an array of sockets and an array of pins configured to reversibly engage and disengage the array of sockets.
16. The device of claim 15, wherein the connector is movable between an open configuration wherein the array of sockets are separated from the array of pins to create a longitudinal opening along a side of the coil or the antenna, and a closed configuration wherein the array of sockets are engaged with the array of pins to re-connect the coil or the antenna across the longitudinal opening formed in the open configuration.
17. A method for monitoring of blood glucose level in a patient, comprising: providing a static magnetic field to a target area under the skin of the patient, the target area comprising blood vessels and tissue surrounding the blood vessels; delivering at least one pulse of a radiofrequency field to the target area to excite proton nuclear spins in the target area; generating signal data corresponding to a RF signal detected by a sensor from the excited proton nuclear spins in the target area; and analyzing the signal data to generate a quantitative value corresponding to a level of blood glucose in a patient based on the data.
18. The method of claim 17, wherein the quantitative value corresponds to a concentration of glucose in blood circulating via the blood vessels through the target area.
19. The method of claim 17, wherein the static magnetic field is substantially perpendicular to the radiofrequency field.
20. The method of claim 17, wherein the analyzing step comprises extracting blood glucose data from the signal data, the blood glucose data corresponding to a component of the RF signal contributed by glucose in blood circulating via the blood vessels through the target area, and analyzing the blood glucose data to determine the quantitative value corresponding to the level of blood glucose in the patient based on the blood glucose data.
Description
BRIEF DESCRIPTION OF DRAWINGS
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DETAILED DESCRIPTION
[0032] The present application provides a device and method for blood glucose monitoring that is non-invasive, and preferably painless, while providing quantitative measurements that are directly correlated to blood plasma glucose levels of a patient. In particular, the device and method of the present application utilize magnetic resonance spectroscopy (MRS) to generate signal data corresponding to a signal (e.g., a radiofrequency (RF) or magnetic resonance (MR) signal) from a region (e.g., a target area) under the skin of the patient and analyzing the signal data to generate a quantitative value corresponding to a level of blood glucose in the patient. The term target area as used herein refers to a region of tissue within a patient's body, which can be a three-dimensional region and is not limited to a two-dimensional area along a single plain. It is noted that the present application provides a non-invasive way, i.e., without the need for extracting a blood sample from a patient, to quantify blood glucose levels of the patient that directly correlates, and therefore, pinpoints the signal data to the blood glucose levels of the patient. This non-invasive monitoring of blood glucose may reduce the level of discomfort, such as pain, experience by patients as compared to invasive blood sampling for the purpose of blood glucose testing and/or monitoring. More particularly, this non-invasive monitoring is believed to be painless to the patient. Additionally, the device and method of the present application provides a more accurate way for measuring and quantifying blood glucose levels in the patient as compared to attempts at indirect measurements (e.g., measurements that are correlated to other physiological variable that are affected by, but not directly correlated to, changing levels of blood glucose).
[0033]
[0034] As shown in
[0035] The magnet 1 is suitably sized and shaped for incorporation into a wearable device. Specifically, the magnet 1 may be suitably sized and shaped for comfortable wearing by the patient on a part of the body, e.g., wrist, arm, neck, etc. For example, the magnet 1 may be suitably sized and shaped to be wearable on a wrist of the patient (e.g., having approximately the size of a quarter or a wristwatch face). In some embodiments, the magnet 1 has a disk shape having a circular or substantially circular cross-sectional shape and a thickness that is substantially smaller than its cross-sectional diameter. For example, the magnet 1 may have a disk shape having a diameter from about 0.5 inches to about 2.0 inches, or from about 1.0 inches to about 2.0 inches, and a thickness from about 1/16 inches to about inches. In an exemplary embodiment, the magnet 1 is a disk-shaped magnet having the dimensions 1.26 (diameterthickness). Furthermore, the magnet 1 in this embodiment is preferably suitably sized and shaped to be wearable and selected for providing a sufficiently strong static magnetic field, B.sub.0, for penetrating the skin 7 and extending across blood vessels 9 under the skin 7 to align glucose molecules within the patient's blood stream to static magnetic field, B.sub.0. In one example, the magnet 1 is a permanent magnet having a disk shape with the dimension of 1.26 (diameterthickness) and a strength of 0.234 Tesla.
[0036] The device 100 further comprises a RF transceiver 2 for delivering a RF field and detecting a MR or RF signal. In particular, the RF transceiver 2 may comprise a transmit/receive coil (or antenna) for delivering a RF field, B.sub.1, to excite proton (.sup.1H) nuclear spins in the blood (including glucose molecules contained therein) and tissues of the target area 8 aligned by the B.sub.0 field, and to receive signals generated by the excited spins. Although device 100 is described herein with respect to a transmit/receive coil, it is contemplated that a transmit/receive antenna can also be used and have similar characteristics as described herein for the transmit/receive coil. The RF transceiver 2 is suitably sized and shaped for incorporation into a wearable device. Specifically, the RF transceiver 2 may be suitably sized and shaped for comfortable wearing by the patient on a part of the body, e.g., wrist, arm, neck, etc. In one particular embodiment, the RF transceiver 2 may be suitably sized and shaped to wrap around a wrist of the patient (e.g., in the form of a bracelet or watch band surrounding the wrist). As shown in
[0037] The RF source comprises any suitable RF transmitting component (e.g., a transceiver, a transmitter, a coil and/or an antenna) for generating a dynamic magnetic field (continuously or in pulses) at a suitable radiofrequency (e.g., a RF field) for excitation (e.g., excitation of proton (.sup.1H) nuclear spins) in blood (including glucose molecules in the blood) circulating through blood vessels within the body of the patient. The RF transmitting component is suitably sized and shaped for incorporation into a wearable device. The RF transmitting component in the embodiment shown in
[0038] Furthermore, the RF transmitting component is preferably safe for use within close contact of a patient's skin. For example, the RF transmitting component is configured to operate only within frequencies that are safe for use adjacent to the skin and/or does not generate excessive external heat so as to cause discomfort or damage to the skin of the patient. For example, the RF transmitting component is configured to provide a dynamic magnetic field with in a radiofrequency range of about 0.425 MHz to about 42.5 MHz. In some embodiments, the RF transmitting component is configured to generate a pulse of a dynamic magnetic field having a radiofrequency range within a narrow bandwidth that is also suitable for exciting proton (.sup.1H) nuclear spins in blood (including glucose molecules in the blood) circulating through blood vessels within the body of the patient and tissue surrounding the blood vessels. For example, the RF transmitting component is configured to generate a dynamic magnetic field having a radiofrequency range within a focused, narrow bandwidth ranging from 2.1 MHz to 4.2 MHz. Additional criteria for selecting the narrow bandwidth of radiofrequency range are discussed further below illustrated in
[0039] The sensor comprises any suitable component (e.g., a receiver coil) detecting a MR or RF signal. The sensor is suitably sized and shaped for incorporation into a wearable device. Specifically, the sensor is configured to detect a signal generated by the proton (.sup.1H) nuclear spins excited by the RF field, B.sub.1, provided by the RF transmitting component. In particular, the sensor is positioned within the device 100 so that when the device 100 is in use, the sensor generates signal data corresponding to a signal detected by the sensor from the proton (.sup.1H) nuclear spins excited by the RF field, B.sub.1 in the target area 8. The sensor is configured to generate signal data corresponding to signal detected from excited proton (.sup.1H) nuclear spins from tissue 2 and blood vessels 9 within the target area 8, and, in particular, blood (including glucose molecules contained therein) circulating through the target area 8 via the blood vessels 9. For example, as shown in
[0040] In some embodiments, the RF transceiver 2 is configured to reversibly switch, preferably automatically switch as directed by a processing arrangement, between a transmitting mode for delivering a RF field and a receiving mode for detecting a MR or RF signal. In particular, when the RF transceiver 2 is in the transmitting mode, it operates as the RF source, and when the RF transceiver 2 is in the receiving mode, it operates as the sensor, as discussed above.
[0041] The device 100 further comprises a processing arrangement is configured to execute instructions stored on a computer accessible medium (e.g., memory storage device). The computer-accessible medium may, for example, be a non-transitory computer-accessible medium containing executable instructions therein. The processing arrangement is shown in
[0042] The processing arrangement may be configured to determine a level of blood glucose in the patient based on signal data corresponding to the detected RF signal from the sensor. In addition, the processing arrangement may also be configured to control RF signal generation by the RF source, receive data corresponding to the detected RF signal from the sensor, process the data corresponding to the detected RF signal from the sensor, and determine a level of blood glucose in the patient based on the signal data corresponding to the detected RF signal from the sensor.
[0043] The processing arrangement in this embodiment controls the RF transceiver 2 (or the RF source) and the RF signal generator 4 for providing the RF field, B.sub.1, and receive and analyze signal data corresponding to signals detected by the RF transceiver 2 (or the sensor) from excited proton (.sup.1H) nuclear spins from the target area 8. In particular, the processing arrangement analyzes the signal data to generate a quantitative value corresponding to a level of blood glucose in the patient based on the signal data. More particularly, the processing arrangement analyzes the signal data to determine a concentration of glucose in blood circulating through the target area 8 via the blood vessels 9 based on the signal data. In one embodiment, the processing arrangement extracts/separates blood glucose data from the signal data generated by tissues surrounding the blood vessels. The blood glucose data corresponds to a component of the detected signal contributed by glucose in the blood circulating through the target area. The blood glucose data is analyzed by the processing arrangement to determine glucose concentration in the blood plasma (similar to what is reported by clinical laboratory). The processing arrangement may be incorporated within the device 100 or may be part of a system comprising the device 100 and a separate device that is in communication with the device 100 via any suitable communications and/or logical connections. For example, the device 100 may further include radio antennas or any other suitable communications device for interfacing with an external processing arrangement, such as, for example, a computer or a smartphone.
[0044] The outputting arrangement is configured for outputting the results generated by the processing arrangement based on the analysis of the signal data. In particular, the outputting arrangement comprises a user interface for displaying a quantitative value (e.g., concentration) corresponding to a level of blood glucose in the patient based on the signal data, e.g., a display or a smartphone. The outputting arrangement may be incorporated within the device 100 or may be part of a system comprising the device 100 and a separate device, e.g., a computer or a smart phone, in communication with the device 100 via any suitable communications and/or logical connections.
[0045] The device 100 further comprises a power source 10 providing power to control and operate the device 100. In particular, the power source 10 is operably connected to the RF source, the sensor, the signal generator 4, the signal receiver 5, the processing arrangement and/or the outputting arrangement to provide power to control and operate the device 100. In some exemplary embodiments, the RF source may comprise a RF transmitting coil and/or antenna operably connected to the power source 10. Those skilled in the art will understand that various known suitable sources of power may be used. For example, the power source may comprise a battery or a connection to an external source of power. In particular, the power source may comprise a rechargeable battery device. The battery may be suitably sized and shaped to fit within a wearable device while providing sufficient power to the device 100 to control and operate the device 100 for monitoring glucose levels of a patient, and more particularly, continuously monitoring glucose levels throughout the day, so that patient can wear the device throughout the day without need to recharge the battery. For example, the battery may be configured to provide sufficient power for continuous operation of the device 100 at least, e.g., during day time, 8 hours, 12 hours, 1 day, etc.
[0046] The device 100 or a system comprising the device 100 may also include an input device, such as a touchable screen or button, or an interface via a computing device, that permits manual triggering of a blood glucose test. The input device may be part of the device 100 or a separate device in communication with the device 100 via any suitable communications and/or logical connections.
[0047] In one exemplary embodiment, the device 100 comprises: (1) a wristwatch-sized permanent magnet at 0.234 Tesla, (2) a transmit/receive RF coil/antenna and associated power supply electronics, and (3) an integrated electronic for glucose quantification, display and wireless transmission to accessories such as smart phones.
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[0049] The connector 204, as shown in
[0050] The device 200 further comprises a magnet, similar to the magnet 1 for generating a static magnetic field, B.sub.0, as discussed above for device 100. In particular, the magnet of device 200 may be a unilateral permanent magnet that is sized and shaped to be wearable on the wrist. In one particular embodiment, the magnet of device 200 may have a disk shape approximately having the size of a quarter or a wristwatch face. The magnet is tangentially attached to an external side of the coil. A portion of the coil/antenna may be positioned between the magnet and the skin of the patient when the device 200 is worn around the wrist 202 of the patient. The combination of the magnet and coil/antenna may have a size and shape similar to that of a watch. For example, the coil/antenna may have a circumference from about 130 mm to 210 mm, or from about 165 mm to about 197 mm.
[0051] As shown in
[0052] In one exemplary embodiment, the transmit circuit 207 and the receive circuit 208 may be integrated together as part of a transmit/receive circuit 210, as shown in
[0053] The present application also includes a method for non-invasive glucose monitoring of a patient. In particular, the method provides a non-invasive method for in-vivo or in-situ monitoring of blood glucose levels in a patient. An exemplary method 300 is shown in
[0054] The method 300 may be repeated at any desired rate to repeatedly measure the patient's blood glucose levels. For example, the method 300 may be repeated to determine the patient's blood glucose level ad hoc (such as when manually directed by a user via an input through a user interface), based on a predetermined time schedule, or may continuously monitor the patient's blood glucose level throughout a period of time. The system may continuously monitor the patient's blood glucose level within any predetermine time frame, e.g., during day time, 8 hours, 12 hours, 1 day, etc. Each test may be conducted within a short period of time, such as, for example, within 5 mins, within 3 mins, within 60 seconds, or within 30 seconds. Preferably, the test may be conducted in real-time, or substantially in real-time, i.e., wherein the delay is not easily noticeable to a human, such as, for example, within 0.5 second, more preferably within 0.25 second.
[0055] In some embodiments, the static magnetic field, B.sub.0, provided by a wearable-size magnet may generate an inhomogeneous field. However, the challenge of inhomogeneous B.sub.0, field from the permanent magnet may be minimized by carefully selecting a desired target area under the skin that is imparted with a locally uniform B.sub.0 field by the magnet in step 302, as further described below and illustrated in
[0056]
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[0058] The processing arrangement receives from step 306 a first set of signal data 402 corresponding to a signal detected by the sensor for excited proton nuclear spins in the target area 8 at a first time point (t.sub.1) and a second set of signal data 404 corresponding to a signal detected by the sensor for excited proton nuclear spins in the target area 8 at a second time point (t.sub.2). In step 406, the processing arrangement demodulates the first and second sets 402, 404 of signal data from a resonance frequency of the device 100 and applies a Fast Fourier Transform (step 408) to the demodulated first and second set of signal data to obtain first and second sets 410, 412 of data corresponding to spectrum MRS at the first and second time points, respectively. In step 414, the first and second sets 410, 412 of data corresponding to spectrum MRS are subtracted to extract an MR spectrum corresponding to a component of the first and second set of signal data 402, 404 contributed solely by blood circulating through blood vessels within the target area 8. In particular, the processing arrangement removes contributions to the MRS signals from surrounding static tissues within the target area 8. Furthermore, the processing arrangement may also remove contributions to the MRS signals from fat at 3.4-3.5 ppm in magnetic resonance spectroscopy that overlaps on glucose peaks. In step 416, the processing arrangement determines an area 418 under the MR spectrum corresponding to glucose (e.g., portion of the MR spectrum at 3.2-3.9 ppm) and an area 420 under the MR spectrum corresponding to water (e.g., portion of the MR spectrum at 4.7 ppm). In step 422, the processing arrangement determines a quantitative value, in particular, a concentration value, corresponding to a level of blood plasma glucose in the patient using a ratio of the area 418 under the MR spectrum corresponding to glucose to the area 420 under the MR spectrum corresponding to water. Specifically, the processing arrangement determines an absolute glucose concentration in blood plasma, C.sub.Glu, via a pre-set calibration using the following equation:
C.sub.Glu=a*(A.sub.Glu/A.sub.W)b
where a and b are pre-set calibration parameters. In some embodiments, the calibration parameters are determined in an one-time process for all devices utilizing exemplary method 400. The pre-set calibration parameters, a and b, may be pre-determined values stored within the device 100 or may be obtained prior to use of the device 100. For example, the pre-set calibration parameters, a and b, may be determined in an initial set up process and stored within the device for determining blood glucose concentrations based on measured MR spectra. In some embodiments, the pre-set calibration parameters may be re-determined after use of the device for a pre-determined period of time or may be manually triggered by a user. The method 400 described herein may be repeated N (e.g., 1-500) times to increase signal-to-noise ratio (SNR).
[0059] The device, system and/or method described in the present application advances daily glucose monitoring to a noninvasive (painless) and continuous way for diabetic patients and those who are living with a high level of blood glucose to use at home and/or outside. It is believed that the system and device of the present application provides a non-invasive way to directly measure blood glucose levels of a patient having comparable accuracy as those direct measurements obtained using invasive meters. The micro magnetic resonance spectroscopy (MRS) device, system and/or method of the present application is designed to non-invasively and continuously monitor glucose level in the blood. It is contemplated that the MRS device, system and/or method described herein may be configured to have the following properties: [0060] Completely noninvasive (no need for blood sampling and painless), [0061] Wearable on the wrist, arm, neck, or other body parts, [0062] Able to provide a test result in <60 seconds, [0063] Able to monitor glucose level continuously, [0064] Having the potential to meet ISO 15197 (standards for glucose measurements), [0065] Able to integrate with everyday items (watch strap, armband, and neck ring), and [0066] Able to interface with smartphones.
[0067] The device, system and/or method described herein may provide sufficient accuracy so as to meet any suitable standards for glucose measurements. In one embodiment, the embodiments described in the present application may be suitable for meeting the validation standards set forth in ISO 15197:2013 standard (available at https://www.iso.org/standard/54976.html, which is incorporated by reference herein). More particularly, the embodiments of the present application may be sufficiently accurate that at least 95% of measurements obtained by the glucose meter described herein fall within 15 mg/dL or 15% of the laboratory reference result at blood glucose concentrations of <100 mg/dL and 100 mg/dL, respectively.
[0068] Those skilled in the art will understand that the exemplary embodiments of the processing arrangement described herein may be implemented in any number of manners, including as a separate software module, as a combination of hardware and software, etc. For example, the exemplary analysis methods may be embodiment in one or more programs stored in a non-transitory storage medium and containing lines of code that, when compiled, may be executed by at least one of the plurality of processor cores or a separate processor. In some embodiments, a system comprising a plurality of processor cores and a set of instructions executing on the plurality of processor cores may be provided. The set of instructions may be operable to perform the exemplary methods discussed herein. The at least one of the plurality of processor cores or a separate processor may be incorporated in or may communicate with any suitable wearable electronic device, including, for example, a mobile computing device, a smart phone, a computing tablet, a computing device, etc.
[0069] Such processing arrangement may be, e.g., entirely or a part of, or include, but not limited to, a computer/processor that can include, e.g., one or more microprocessors, and use instructions stored on a computer-accessible medium (e.g., RAM, ROM, hard drive, or other storage device). A computer-accessible medium (e.g., as described herein, a storage device such as a hard disk, floppy disk, memory stick, CD-ROM, RAM, ROM, etc., or a collection thereof) can be provided (e.g., in communication with the processing arrangement). The computer-accessible medium may be a non-transitory computer-accessible medium. The computer-accessible medium can contain executable instructions thereon. In addition or alternatively, a storage arrangement can be provided separately from the computer-accessible medium, which can provide the instructions to the processing arrangement so as to configure the processing arrangement to execute certain exemplary procedures, processes and methods, as described herein, for example.
[0070] Many of the embodiments described herein may be practiced in a networked environment using logical connections to one or more remote computers having processors. Logical connections may include a local area network (LAN) and a wide area network (WAN) that are presented here by way of example and not limitation. Such networking environments are commonplace in office-wide or enterprise-wide computer networks, intranets and the Internet and may use a wide variety of different communication protocols. Those skilled in the art can appreciate that such network computing environments can typically encompass many types of computer system configurations, including personal computers, hand-held devices, multi-processor systems, microprocessor-based or programmable consumer electronics, network PCs, minicomputers, mainframe computers, and the like. Embodiments of the invention may also be practiced in distributed computing environments where tasks are performed by local and remote processing devices that are linked (either by hardwired links, wireless links, or by a combination of hardwired or wireless links) through a communications network. In a distributed computing environment, program modules may be located in both local and remote memory storage devices.
EXAMPLES
Example I
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[0075] The invention described and claimed herein is not to be limited in scope by the specific embodiments herein disclosed since these embodiments are intended as illustrations of several aspects of this invention. Any equivalent embodiments are intended to be within the scope of this invention. Indeed, various modifications of the invention in addition to those shown and described herein will become apparent to those skilled in the art from the foregoing description. Such modifications are also intended to fall within the scope of the appended claims. All publications cited herein are incorporated by reference in their entirety.