WO2015031278A1 - Devices and methods for measuring bioimpedance-related properties of body tissue and displaying fat and muscle percentages and muscle quality of bodies and body regions - Google Patents
Devices and methods for measuring bioimpedance-related properties of body tissue and displaying fat and muscle percentages and muscle quality of bodies and body regions Download PDFInfo
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- WO2015031278A1 WO2015031278A1 PCT/US2014/052563 US2014052563W WO2015031278A1 WO 2015031278 A1 WO2015031278 A1 WO 2015031278A1 US 2014052563 W US2014052563 W US 2014052563W WO 2015031278 A1 WO2015031278 A1 WO 2015031278A1
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- A—HUMAN NECESSITIES
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Definitions
- Embodiments of the present disclosure disclose systems and methods for measuring, tracking and/or managing the composition of individual body parts with specific interest in muscles.
- the disclosed systems include a portable, hand-held device, and a disclosed method includes methods to assess health and fitness.
- EIM electrophysiological approaches to measuring tissue health
- EIM is less directly dependent upon inherent electrical potential of muscle or nerve tissue.
- EIM is based on electrical bioimpedance of tissue. It measures the effect of tissue structure and properties on the flow of extremely small, non-intrusive amounts of electrical current. Unlike standard bioimpedance approaches, however, measurements can be performed over small areas of muscle.
- electrical current such as, e.g., high-frequency alternating current, may be applied to localized areas of muscle via electrodes (e.g., surface electrodes) and the consequent surface voltage patterns are analyzed.
- EIM measurement systems of the prior art are large and immobile, and require complex and fragile electronic equipment. Consequently, EIM measurements using such systems are relatively expensive and slow.
- the large size and complex circuitry of these prior art systems also limit their use in EIM measurements of users who are mobile and/or engaged in exercise.
- Sustained exercise including aerobic and anaerobic activities such as running, cycling, weight lifting, can produce muscle fatigue.
- a variety of physiological alterations occur in muscle, including the development of muscle edema (swelling), muscle fiber rupture, and hyperemia (increased blood flow).
- the degree and time course of recovery from these alterations depends on the type, duration, and intensity of the exercise performed. Recovery time can be short (e.g., a few minutes with minor exercise) or long (e.g., days or even weeks after sustained intense exercise) depending upon the intensity and duration of the exercise.
- a system for measuring/tracking and/or managing the composition of individual body parts may include a portable, hand-held device that is used to quantify the percentage of fat and muscle in individual body parts, and may uses this information to infer health and fitness.
- the device may apply a multi-frequency electrical current signal to the body part using a plurality of electrodes configured at a plurality of angles and distances, and then may measure the resulting voltages using a plurality of electrodes configured at a plurality of angles and distances.
- Patent Application Publication No. 2014/0039341 U.S. Patent Application No. 13/842,698, J. Bohorquez et. al., "Systems, Methods and Sensors for Measuring Tissue," filed March 15, 2013, published as U.S. Patent Application Publication No. 2013/0338473; U.S. Patent Application No. 11/992,430, Shiftman, et. al., "Electrical Impedance Myography," filed Sep. 21, 2006, published as U.S. Patent Application Publication No. 2010/0292603; and U.S. Patent Application No. 13/391,484, Rutkove S.
- a microprocessor within the device may calculate an estimate for the percentage of fat and muscle present in the underlying tissue.
- the device may also calculate an estimate of muscle quality, health and fitness using the measured signals along with additional information such as the age, gender, weight, height, race, and temperature of the person being tested. The resulting information may then displayed on the device screen.
- the user may be able to get information on a plurality of body regions such as the biceps, chest, abdomen, quadriceps, triceps, gastrocnemius, forearms, back muscles, and gluteus maximus.
- the raw data collected by the device such as current, voltage, resistance, reactance, phase, and impedance at multiple frequencies and for multiple electrode configurations, may then sent wirelessly to an associated device, such as a personal computer, smart phone, or tablet, using standard wireless technology such as
- Calculated parameters such as muscle percentage, fat percentage, muscle quality, muscle fitness, and muscles health, may also be transferred to an associated device.
- the associated device may then transfers some or all of these parameters to a central database (see FIG. 1).
- the user may then review results through an online web dashboard on a personal computer, smart phone, tablet, or similar device (see FIG. 3).
- the disclosed device and method may be capable of measuring/tracking and/or managing the level of fatigue/injury in muscles as a result of activity, as well as the rate and level of recovery.
- This is based on the unexpected observation that certain bioimpedance parameters change dramatically in response to muscle exertion. For example, in an experiment conducted with three healthy men between the ages of 30-35, parameters such as reactance and phase at 50 kHz increased in value slightly during exercise (5-15% increase compared to baseline), then dropped dramatically (20-50% reduction compared to baseline) within 30 minutes of exercise, and then returned gradually to values near baseline (within 10% of baseline) over the course of 8-48 hours. These measurements were gathered using a device (similar to the devices described in U.S. Patent Publication Nos.
- the device disclosed here may be a standalone handheld device, an apparatus attached or linked to a mobile device such as a cellular phone or tablet, a small wearable device such as an armband, or a wearable garment such as a shirt, shorts, or pants.
- a mobile device such as a cellular phone or tablet
- a small wearable device such as an armband
- a wearable garment such as a shirt, shorts, or pants.
- the device may apply a multi-frequency electrical current signal to the body part using a plurality of electrodes configured at a plurality of angles and distances, and then may measure the resulting voltages using a plurality of electrodes configured at a plurality of angles and distances. Similar measurement methods are described in detail in: U.S. Patent Application 13/823,659, J. Bohorquez et. al., "Device and methods for evaluating tissue," filed March 14, 2013, published as U.S. Patent Application Publication No. 2014/0039341 ; U.S. Patent Application No.
- a microprocessor within the device may calculate an estimate for muscle fatigue as an absolute value and as a percentage of baseline.
- the device may also calculate an estimate of fat percentage, muscle quality, health and fitness using the measured signals along with additional information such as the age, gender, weight, height, race, and temperature of the person being tested.
- the resulting information may then be displayed on the device screen, on the screen of a linked device such as a mobile phone or tablet, or through other indicators such as LEDs or color-changing fabrics.
- the user may be able to get information on a plurality of body regions such as the biceps, chest, abdomen, quadriceps, triceps, gastrocnemius, forearms, back muscles, and gluteus maximus.
- the raw data collected by the device may then be sent wirelessly to an associated device, such as a personal computer, smart phone, or tablet, using a wireless standard such as Bluetooth, WiFi, Zigbee, or similar.
- Calculated parameters such as muscle fatigue, muscle recovery, muscle percentage, fat percentage, muscle quality, muscle fitness, and muscles health, may also be transferred to an associated device.
- the associated device may then transfer some or all of these parameters to a central database (see FIG. 1).
- the user can then review results through an online web dashboard on a personal computer, smart phone, or tablet (see FIG. 3).
- FIG. 1 illustrates an overview of the system including the device.
- FIG. 2 illustrates several views of the device of FIG. 1.
- FIG. 3 illustrates how data stored in the system can be reviewed using any associated device.
- FIG. 4 illustrates the multiple electrodes on a skin contacting side of the device of FIG. 2.
- FIG. 5 illustrates the device of FIG. 2 being used to take measurements on a muscle, such as, e.g., the bicep of a user.
- FIG. 6 is a schematic illustration of the electronic circuitry of the device of FIG. 2.
- FIG. 7 is a plot of the measured Muscle Quality (MQ) of a user as a function of time.
- FIG. 8 A illustrates a smartphone, electrode assembly and case
- FIG. 8B illustrates an exploded view of a smartphone, electrode assembly and case.
- FIG. 1 illustrates an overview of an exemplary system of the current disclosure.
- the system includes a device 10 used to measure EIM or any type of data related to the bioimpedance of a user.
- Bioimpedance refers to the electrical properties of a biological tissue, measured when current flows through it. Bioimpedance varies with the current frequency and tissue type, and may be used as a measure of the body composition (e.g., percentage of body fat in relation to lean body mass). EIM and other metrics related to bioimpedance play an important part of any comprehensive health and nutrition assessment of a user.
- Device 10 may be a portable device. In general, device 10 may have any size. In some embodiments, device 10 may have a length and width between about 2-6 inches.
- device 10 may have a width of about 2.5 inches and a length of about 3.5 inches.
- Device 10 may be configured to be attached (for example, strapped) to a user (for example, at the bicep) during exercise.
- device 10 may include straps (or loops or openings configured to pass a strap) that may be used to attach the device 10 snugly to the user's body.
- FIG. 2 illustrates several views of the device 10.
- Device 10 may include one or more buttons 14 to navigate and control the device 10 (e.g., initiate measurements, etc.).
- device 10 may include any number (1, 2, 3, 4, etc.) of buttons 14 positioned on any location in the device 10.
- the number of buttons 14 may be three.
- Device 10 may include a display screen (display 12) configured to display data.
- Display 12 may be of any type (e.g., thin film transistor (TFT), liquid crystal display (LCD)), organic light emitting diode (OLED), etc.). In a preferred embodiment, an OLED display may be used.
- Display 12 may have any size and shape, and may be positioned at any location on the device. In some
- the display 12 may positioned on a front side 6 (or non skin-contacting side) of the device. In some embodiments, the display 12 may extend substantially over the entire front side 6 of the device 10.
- Device 10 may be powered by a battery (not shown). In some embodiments, the battery may be a rechargeable battery.
- Device 12 may include a plurality of electrodes 18 to measure to measure data associated with bioimpedance of a user.
- these electrodes 18 may be positioned at any location on the device 10.
- the electrodes 18 may be positioned on the side opposite front side 6. That is the electrodes 18 may be position on the back side 8 (or a non skin-contating side) of the device 10.
- FIG. 2 illustrates the electrodes 18 as being positioned on a side opposite the display 12, this is not a requirement.
- the electrodes 18 maybe positioned alongside the display 12, or on a side adjacent to the display 12.
- the electrodes 18 may be kept in contact with a region of the user's body (e.g., bicep, thigh, etc.) and the measurement initiated.
- the measurement may be initiated by any method.
- a measurement may be initiated by pressing a button 14 of device 10.
- the measurement of each region may take any amount of time. In some embodiments, each measurement may take less than 2 seconds.
- the device 10 may be moved to another region (e.g., thigh) to take
- the device 10 may inform the user of the completion of the measurement.
- the device 10 may use any method to inform the user (for example, by emitting a sound, vibration, light, display changing color, etc.).
- device 10 may include a light to relay
- measurement status information (e.g., status of electrode contact to the user's body, measurement has been initiated, measurement is completed, etc.) to the user.
- the light may be activated to indicate that all electrodes 18 have made good contact with the skin, etc.
- a light ring 16 positioned around the device 10 may be used to relay measurement status information (e.g., when the device is ready to take a measurement, when a measurement is complete, etc.) to the user.
- device 10 may be designed to be splash proof or otherwise water resistant, and, in a preferred embodiment, is fully submersible and thus water-proof.
- the system may also include other components, such as detachable sensors that connect to one or more garments worn by the user.
- the electrodes 18 may be located on a strap or a band that is wrapped around (or otherwise attached) to the user. These detachable sensors may connect to the device 10 and transfer the data measured by the sensors to the device 10.
- the device 10 may measure data and display the measured data on display 12. In some embodiments, as will be described in more detail below, the device 10 may analyze the measured data and compute health parameters 35 related to the health of the user.
- the health parameters 35 may include metrics related to the user's physical heath (for example, muscle percentage, fat percentage, muscle quality (MQ), etc.).
- the device 10 may display all or a portion of these computed parameters 35 on display 12. Additionally or alternatively, in some embodiments, the device 10 may direct some (or all) of the measured data and computed parameters 35 to an associated device 37 such as a smart phone, tablet, smart watch, computer, etc.
- Device 10 may send the parameters 35 to the associate device 37 by any method (over a wire, wirelessly, or transferred in a transferable storage medium, etc.).
- the device 10 may wirelessly (using, for example, low power Bluetooth, WiFi, ZigBee, a dedicated wireless channel, optical transmission (using visible or infrared radiation, ultrasound signal, etc.) transmit the parameters 35 to the associated device 37.
- device 10 may use low energy Bluetooth to transfer the parameters 35 to the associated device 37.
- the parameters 35 may be formatted (or configured) in a manner suitable to be viewed using the associated device 37 having a suitable application installed therein.
- the associated device 37 may transmit some or all of the parameters 35 to a computer system 40 for storage and/or further analysis (trend analysis, etc.).
- a computer system 40 Any type of known computer (desktop, laptop, networked computers, server, etc.) may serve as computer system 40.
- a plurality of networked computers may serve as computer system 40.
- Computer system 40 may include a storage medium with a database having parameters 35 from previous measurements stored therein. Computer system 40 may store the transferred health parameters 35 in the database and, in some embodiments, perform analysis on the stored data.
- Computer system 40 may include known electronic devices
- the analysis may include tracking the variation of the user's health parameters 35 over time, etc.
- the results of the analysis performed by the computer system 40 may be transmitted to and displayed on display 12 of the device 10 A.
- the device may use a Bluetooth Low Energy to transfer data to an associated device.
- Display technologies that may be used on the device include thin-film-transistor (TFT) liquid-crystal displays (LCD) or organic light-emitting diode (OLED) displays among others.
- TFT thin-film-transistor
- LCD liquid-crystal displays
- OLED organic light-emitting diode
- an OLED display may be used, and he device may be internally powered by a rechargeable battery.
- the device may be designed to be splash proof, and, in a preferred embodiment, is fully submersible.
- the device may have buttons used to navigate and control the device. In a preferred embodiment, there may be three buttons.
- the measurement of each muscle may take less than 2 seconds.
- a light ring surrounding the device may be used to inform the user that good contact is made, that a measurement has been initiated, and that a measurement has been completed.
- a user may log into computer system 40 to view the calculated parameters 35 and/or the trend analysis performed by the computer system 40 (e.g., variation of MQ over time).
- a user may access the computer system 40 using an associated device 37 to view the parameters 35 (and/or other health related data).
- computer system 40 also may include software configured to control of the operation of the device 10.
- some portions or all of the software may reside in the device 10.
- a user may use the software to operate the device 10 (e.g., set up a personal account, manage the account, setup and customize the device, etc.).
- the user may access the software (e.g., using device 10, associated device 37, a web application, a desktop client, etc.) to setup the device 10 and to setup a profile.
- the profile may allow the user to enter user specific information such as age, gender, weight, height, etc.
- the system may enable multiple users to create profiles (for example, guest profiles) in a single device 10. Each user may access and modify their profiles and view their measured health parameters 35.
- the software associated with computer system 40 may also enable the user to view exercise videos and set motivational goals.
- the software also may be configured to enable sharing of the parameters 35 and other data with friends through social network sites to compare results.
- the computer system 40 may be configured to access the Application Programming Interface (API) of companies that provide complementary information (such as sleep patterns, nutritional information, and other fitness information) and combine this information with the data stored in the computer system 40.
- API Application Programming Interface
- the system may compare and/or combine this third party information with individual user data to educate the user on their health and well-being (for example, compare the user's metrics to known risk factors for disease, data from studies, etc.).
- the system may customize exercise routines for the user to follow, and inform the user about maintenance of their health and fitness.
- the user may be asked to manually select each body part via display 12 (or another graphical interface) on the device 10, and to measure the corresponding muscle on their body. These measurements may be used as a baseline for subsequent measurements.
- the device 10 maybe trained to recognize individual muscles so that measurement can begin as soon as the electrodes 18 come in contact with the user's skin.
- measurements taken on the device 10 may be automatically synched with the user's profile on computer system 40 so that real time parameters 35 may be accessible to the user.
- computer system 40 may allow the user to customize the device 10 (e.g., change the appearance and/or the type of information displayed on display 12, color of the light ring 16 and/or the display 12, etc.).
- FIG. 4 illustrates the electrodes 18 on the backside of the device 10.
- Electrodes 18 may include any electrically conductive material (e.g., copper, aluminum, silver, gold, etc.).
- the electrodes 18 maybe coated with another material to impart desirable properties to the electrodes 18 (e.g., oxidation, wear, and/or corrosion resistance, etc.).
- the electrodes 18 may protrude from the surface of the device 10 on which they are positioned, h some embodiments, the electrodes 18 maybe flush with, or recessed relative to, the surface.
- the electrodes 18 may include multiple conductive elements 20 arranged in a pattern. In general, the conductive elements 20 may be arranged in any pattern.
- the conductive elements 20 may be arranged in a pattern about a central axis 22 of the device 10 that extends perpendicular to the surface on which the electrodes 16 are positioned.
- electrodes 18 may include a plurality of conductive elements 20 spaced apart and arranged along a first axis 24 and a plurality of conductive elements 20 spaced apart and arranged along a second axis 26 perpendicular to the first axis 14.
- the conductive elements arranged along the first axis 24 may be symmetrically positioned about the second axis 26, and the conductive elements 20 arranged along the second axis 26 may be symmetrically positioned about the first axis 24.
- the conductive elements 20 may be symmetric about both the first and second axes 24, 26.
- four conductive elements (20i, 20j, 20k, 201) maybe arranged to form the four sides of an inner square. These four conducive elements may have substantially the same length.
- four additional conductive elements (20c, 20d, 20g, 20h) may be arranged to form the four sides of an outer square positioned radially outwards of the inner square. These four conductive elements may have a longer length than the conductive elements that comprise the inner square. Additional conductive elements (20a, 20b, 20e, 20f) having any length may be disposed outside the outer square.
- some of these additional conductive elements may have substantially the same length as the conductive elements of the inner square and the remaining conductive elements may have substantially the same length as the conductive elements of the outer square.
- one or more conductive elements of a shorter relative length and one or more conductive elements of a larger relative length may be disposed parallel to the conductive elements that make up two opposite sides of the outer square.
- each electrode configuration is composed of a pair of conductive elements 20 to direct a current through the body (current elements), and a pair of conductive elements to measure the voltage across (voltage elements).
- conductive elements 20a and 20f may be used to apply an alternating current through the body (that is, as current elements) and conductive elements 20b and 20e may be used to measure a differential voltage (that is, voltage elements).
- the four electrodes 20a, 20b, 20e, and 20f will constitute one electrode configuration.
- electrodes 20a and 20f may constitute the current elements and electrodes 20j and 201 may constitute the voltage elements.
- conductive elements 20c and 20d may constitute the current elements, and conductive elements 20j and 201 may constitute the voltage elements.
- electrodes 20g and 20h may constitute the current elements and electrodes 20i and 20k may constitute the voltage elements.
- any pair of current elements may combine with another pair of voltage elements to form a configuration.
- each current element (20a, 20f, 20g, 20h, etc.) of a configuration may be wider than each voltage element (20b, 20e, 20i, 20k, etc.) of the configuration.
- each voltage element pair of a configuration (e.g., 20b, 20e of configuration 1) may be positioned radially inwards of the current element pair of the configuration (20a, 20f).
- the alternating current directed through a current element pair is typically between about 5 micro-amps and about 500 micro-amps at a frequency between about 1 kHz and about 1 MHz, and the voltage measured across each voltage element pair is typically between about 500 microvolts and 50 millivolts.
- the device when device 10 is used to take a measurement of a region, the device may take voltage measurements using multiple different configuration of electrodes 18 at multiple frequencies. That is, in some embodiments, in a single measurement, the device 10 may take voltage measurements using configurations 1, 2, 3, and 4 at different frequencies of current (e.g., 25 KHz, 50KHz, 100 KHz, 200 KHz, etc.) before indicating that the measurement is complete. In some embodiments, the device 10 may take measurements of some (but not all) of the configurations (e.g., configurations 1 and 2). In some embodiments, the device 10 may take measurements in only one configuration (e.g., configuration 1) before indicating that the measurement is complete.
- he number of configurations to use may be selected before a measurement is initiated.
- the measurements in the multiple configurations may be taken simultaneously or sequentially.
- the purpose for using multiple electrode configurations is that, depending on the distances and orientations between the conductive elements 20, a particular configuration may yield bioimpedance parameters that correlate better with physiological characteristics of interest.
- the distance between conductive elements 20a and 20b (and conductive elements 20f and 20e) is about 0.3 inches (7.62 mm) and the distance between conductive elements 20a and 20j (and conductive elements 20f and 201) is about 1.17 inches (29.72 mm).
- an exemplary measurement of parameters 35 related to bioimpedance of a bicep using device 10 is described below.
- the four current frequencies used may include 25 KHz, 50KHz, 100 KHz, and 200 KHz, respectively. Those of ordinary skill will recognize that these frequencies are
- any suitable frequency may be used with any electrode
- the device 10 may be positioned on the bicep of the user with the electrodes 18 in contact with the skin of the bicep.
- the light ring 16 may indicate when good contact is made with the skin. Measurement may then be initiated by depressing a button 14.
- the device 10 may measure bioimpedance data using the four electrode configurations at the four different frequencies.
- the electrodes may be oriented along an axis of the device case, more preferably along the long axis.
- the electrodes are not oriented along an axis of the device case, but an orientation line or other orientation marker is printed or otherwise placed on the device case in line with the orientation of the electrodes to permit the user to know the orientation of the electrodes by looking at the case.
- the device may be positioned on the tissue of the subject over the muscle to be measured so the axis of the device case, more preferably the long axis and the electrodes which are oriented along the long axis, is located along the muscle fibers to be measured.
- the axis of the device case, more preferably the long axis and the electrodes which are oriented along the long axis, is located along the muscle fibers to be measured.
- Abs -(or Waist) - Oriented in front of body roughly parallel to (an in some cases, laterally offset from) the backbone (the edge of the sensor is placed about 1cm to the left or right of the navel with the vertical center of the sensor aligned with the navel. The long part of the sensor is aligned with the torso).
- the angle of the sensor should be about the same angle as the hipbone.
- parameters 35 related to tissue health may be determined as a function of the measured bioimpedance at some or all of the frequencies measured using some or all of the different electrode configurations.
- parameters 35 such as simple muscle fat percentage, biceps fat percentage, biceps muscle percentage, biceps muscle quality, and modified biceps muscle quality may be measured as discussed below.
- Biceps Muscle Percentage 100 x tanh( 0.025 x ⁇ Biceps Phase at configuration 1 at 50 kHz ⁇ x ( ⁇ Biceps Phase at configuration 3 at 50 kHz ⁇ / ⁇ Biceps Phase at configuration 4 at 50 kHz ⁇ ).
- the Bicep Muscle Quality may then be determined as 100 x tanh (Biceps Muscle Percentage / Biceps Fat Percentage / 4.5), and substituting 1 and 0 for the constant "Gender," for males and females respectively, the modified Biceps Muscle Quality may be computed as Biceps Muscle Quality + 2.1 x Gender + 0.1 x weight/height .
- Biceps Muscle Status Biceps Muscle Status + 2.1 x Gender + 0.1 x weight/height 2 ;
- Biceps Muscle Fatigue Biceps Muscle Status at baseline - Biceps Muscle Status at current time;
- Biceps Muscle Fatigue as Percentage (Biceps Muscle Status at baseline - Biceps Muscle Status at current time)/(Biceps Muscle Status at baseline) x 100%.
- 1 and 0 may be used for males and females, respectively, for the constant Gender. Height may be measured in meters, and weight may be measured in kilograms.
- the example above illustrates how device 10 may compute the parameters of interest based on the measured data. Without intending to be limiting or to suggest that "Muscle Quality” may not be further refined, “Muscle Quality” is a figure of merit for muscle capability. The higher the “Muscle Quality,” the more capable is the muscle being measured. Also, without intending to be limiting or to suggest that "Muscle Fatigue” may not be further refined, “Muscle Fatigue” is a measure of a muscle's reduced capacity to exert force.
- Device 10 may include electronic devices and circuitry configured to measure and compute the above-described parameters 35.
- FIG. 5 illustrates an exemplary circuit 60 included in device 10.
- Circuit 60 may include a microprocessor 62 with digital signal processing (DSP) capability, multiplexers (MUX) 64, amplifiers 66, and other electronic devices adapted to acquire the data and perform the computations to determine the parameters 35.
- DSP digital signal processing
- MUX multiplexers
- Other exemplary circuits that may be included in device 10 are described in U.S. Patent Publication Nos. 2014/0039341, 2013/0338473, and U.S. Provisional Patent Application Nos. 61/869,757, and
- the electrical signal applied across a pair of current elements (or electrodes 18) is digitally generated in the microprocessor 62 by adding sinusoidal signals of different amplitudes and frequencies.
- the digital signal is converted into ,an analog voltage signal using a digital-to-analog converter (DAC) and then filtered using a bandpass filter (BPF).
- An analog multiplexer (MUX) 64 is used to apply the signal to one of multiple electrodes 18.
- a transimpedance amplifier (TIA) 66 via a separate multiplexer 64.
- the TIA 66 accurately measures the current.
- the differential voltages generated on the surface of the skin are measured using an instrumentation amplifier (IAMP) 66 that is attached to two electrodes 18 via a differential multiplexer 64.
- the multiplexer 64 allows the IAMP 66 to be connected to multiple sets of voltage-sensing electrodes 18.
- the microprocessor 62 has additional amplifiers that are used to amplify the outputs of the TIA 66 and IAMP 66. Impedance calculations are then performed by the microprocessor 62 using a lock-in architecture, using methods well known to a person of ordinary skill in the art as is described in the literature. The following example illustrates how demographic information from the user's profile and the measuring conditions may be used to measure data and compute parameters 35 by the device 10.
- the measured data and/or the computed parameters 35 maybe displayed on display 12 of device 10.
- the data and/or the computed parameters 35 maybe wirelessly transmitted from device 10 to associated device 37.
- the method of transmission is low power Bluetooth.
- it is Wi Fi.
- it is ZigBee.
- it is a dedicated wireless signal.
- it is an optical method of transmission, for example, visible radiation or infrared radiation.
- it is an ultrasound signal.
- the system includes an apparatus of some type to hold the electrodes, a power supply and electronics to supply and measure the current, a voltage measuring system to measure the voltage resulting from the current, analytical capability to analyze the current and resulting voltage, display capability to display the calculated parameters such as fat percentage, muscle percentage and muscle quality and, optionally, data transmission capability to transmit either raw data or analyzed results to a remote data storage and/or analysis station.
- the mechanism of data transmission can be cellular data transmission, Wi-Fi, Bluetooth, ZigBee, optical data transmission or other methods. Without intending to be limiting, several embodiments and arrangements of these elements are listed in the examples below.
- electrodes 18 may be incorporated into the body of a cellphone and a cellphone application may be used to control the measurement of the data from the body and to calculate parameters 35 based on- the measured data. That is, device 10 maybe a cellphone.
- the cellphone may be powered by the power supply of the cellphone (such as a battery), or a separate power supply.
- An application on the cellphone may be used together with the computational capability of the cellphone to control the supply and measurement of current.
- Voltage measuring capability may be built into the cellphone and the application may be used to analyze voltage and perform calculations. This application can either be the same application used to control the supply of current or a different application.
- the display capability of the cellphone may be used to display the measured data and the computed parameters 35.
- the data transmission capability of the cellphone is used to transmit data and analysis to a remote station for data storage and analysis. Without intending to be limiting, the mechanism of data transmission can be cellular data transmission, Wi-Fi,
- the electrodes 18 may be incorporated into a cellphone case which is used to hold and/or protect a cellphone.
- the power supply may be a separate power supply in the cellphone case which may be charged separately, or may be the power supply of the cellphone.
- Computational capability may be built into the cellphone case (or may be incorporated in a cellphone application) to control the current.
- Voltage and current measuring capability may be built into the cellphone case and/or the cellphone.
- data may be transmitted between the cellphone case and the cellphone by a wireless method (like Wi-Fi, Bluetooth, ZigBee or optical data transmission, etc.).
- electrical contacts on the cellphone and the cellphone case mate and make an electrical connection when the cellphone is inserted into the case.
- the user may activate an electrical connection between the cellphone case and the cellphone (for instance, by inserting a wire connecting them, by activating a switch, etc.) when desired.
- This electrical connection between the case and the cellphone may then be used to transfer data between them.
- An application on the cellphone may be used to analyze current and voltage and perform the calculations to compute the parameters 35.
- the display capability of the cellphone may be used to display the data or a separate display (an external display, etc.) may be used. If desired, the data transmission capability of the cellphone may be used to transmit the data and parameters 35 to a remote station for data storage and analysis.
- the electrodes and electrode apparatus may be incorporated into a cellphone case which is used to hold and/or protect the cellphone.
- the power supply may be a separate power supply in the cellphone case which may be separately charged.
- Computational capability in a cellphone app may be used to control the current and the cellphone may be communicating with the cellphone case by some wireless method like Wi-Fi, Bluetooth, ZigBee, optical data transmission or other method.
- Current and voltage measuring capability may be built into the cellphone case and, without intending to be limiting, data is transmitted from the cellphone case to the cellphone by a wireless method like Wi-Fi, Bluetooth, ZigBee, optical data transmission or other method.
- An app is used in the cellphone to analyze current and voltage and perform calculations.
- the display capability of the cellphone may be used to display the data.
- the data transmission capability of the cellphone may be used to transmit data and analysis to a remote station for data storage and analysis.
- the mechanism of data transmission can be cellular data transmission, Wi-Fi, Bluetooth, ZigBee, optical data transmission or other methods.
- the electrodes and electrode apparatus may be incorporated into a cellphone case which may be used to hold and/or protect the cellphone.
- the power supply may be provided by the cellphone.
- Computational capability may be provided by a cellphone app.
- Current and voltage measuring capability may be built into the cellphone case and, without intending to be limiting, data may be transmitted from the cellphone case to the cellphone by a wireless method like Wi-Fi, Bluetooth, ZigBee, optical data transmission or other method or is transmitted to the cellphone through the connection between the cellphone and the cellphone case.
- An app may be used in the cellphone to analyze current and voltage and perform calculations.
- the display capability of the cellphone may be used to display the data.
- the data transmission capability of the cellphone may be used to transmit data and analysis to a remote station for data storage and analysis.
- the mechanism of data transmission can be cellular data transmission, Wi-Fi, Bluetooth, ZigBee, optical data transmission or other methods.
- the electrodes and electrode apparatus may be incorporated into a cellphone case which may be used to hold and/or protect the cellphone.
- the power supply may be provided by the cellphone.
- Computational capability may be provided by a cellphone app. Current and voltage measuring capability may be built into the cellphone case and, without intending to be limiting, data may be transmitted from the cellphone case to the cellphone by a wireless method like Wi-Fi, Bluetooth, ZigBee, optical data transmission or other method or is transmitted to the cellphone through the wired connection between the cellphone and the cellphone case.
- An app may be used in the cellphone to analyze current and voltage and perform calculations.
- the display capability of the cellphone may be used to display the data.
- the data transmission capability of the cellphone may be used to transmit data and analysis to a remote station for data storage and analysis.
- the mechanism of data transmission can be cellular data transmission, Wi-Fi, Bluetooth, ZigBee, optical data transmission or other methods.
- the electrodes 18 may be held in an electrode apparatus (e.g., a strap, band, etc.) separate from the cellphone and is not a cellphone case. The electrode apparatus may then be kept in contact with skin.
- the electrode apparatus maybe attached to (e.g., strapped to, etc.) to the user.
- the electrodes 18 maybe incorporated into a piece of clothing or accessory (shorts, socks, shoes, arm band, etc.) worn by the user.
- Power supply for the electrodes 18 may be provided on the electrode apparatus, or may be provided from the power supply of the cellphone.
- the electrodes 18 may measure data from a user and direct the data to the cellphone, cell phone case, or another device for computations. Data may be transferred wirelessly or through a wired connection between the electrode apparatus and the cellphone (or other device).
- a connection may be established between the cellphone and the electrode apparatus by a user. For example, a wire or a connecting member may be inserted between the cellphone and the electrode apparatus by a user.
- the wired connection may be removable at both ends or may be permanently attached to the electrode apparatus.
- Power may be provided to the electrode apparatus and to the electrodes 18 using this connection or alternately by the separate power supply in the electrode apparatus. Similar to the embodiments discussed above, the cellphone may perform the necessary
- the electrodes may be held in an electrode apparatus which is separate from the cellphone and is not a cellphone case. There may be a separate power supply in the electrode apparatus. There may be a wireless data connection between the cellphone and the electrode apparatus which can be Wi-Fi, Bluetooth, ZigBee, optical data transmission or other wireless method.
- Computational capability may be provided by a cellphone app.
- Current and voltage measuring capability may be built into the cellphone case and, without intending to be limiting, data may be transmitted from the remote electrode apparatus to the cellphone by a wireless method like Wi-Fi, Bluetooth ZigBee, optical data transmission or other wireless method.
- An app may be used in the cellphone to analyze current and voltage and perform calculations.
- the display capability of the cellphone may be used to display the data.
- the data transmission capability of the cellphone may be used to transmit data and analysis to a remote station for data storage and analysis.
- the mechanism of data transmission can be cellular data transmission, Wi-Fi, Bluetooth, ZigBee, optical data transmission or other wireless methods.
- the electrodes 18 may be provided on a electrode apparatus that directly transfers the measured data (wirelessly or through a wired connection) to a remote station (such as, associated device 37 and/or computer system 40) where it is stored and/or analyzed.
- a remote station such as, associated device 37 and/or computer system 40
- FIG. 7 is a plot showing the computed MQ values. These values are also listed in Table I below. As shown in FIG. 7, the subject's MQ was stable during the baseline measurements, then spiked sharply during the sets of biceps curls, and then dropped significantly below baseline reaching a minimum value of 72 approximately 20 minutes after the final set. The MQ then rose slowly above the baseline value and then slowly came back down to approximately the same value seen at baseline.
- an exercise program may be designed by a physical therapist, personal trainer or other appropriately skilled person.
- the information from the measurements may be used in designing the program.
- the subject carries out the exercise program and, at appropriate times and intervals, the fatigue and/or recovery is measured. For example, the measurements might be once per week, once every two weeks or at other appropriate intervals.
- the change in fatigue and/or recovery measurements may be noted and the exercise program may be continued or modified as appropriate to enhance muscle improvement, muscle capability retention or minimize muscle deterioration.
- MQ M(kl*P100Cl A 2 + k2*P50C3 A 2 + (k3/R25Cl) A 2 +
- P100C1 for example, means phase at 100kHz using
- P50C3 means phase at 50kHz using configuration 3
- R25C1 means resistance at 25kHz using configuration 1
- R50C1 means resistance at 50 kHz using configuration 1
- R100C1 means resistance at 100 kHz using configuration 1
- R200C1 means resistance at 200 kHz using configuration 1
- Biceps N 30, Triceps N: 35, Shoulders N: 30, Forearms N: 30, Chest N: 30, Abs N: 55, Thighs N: 45, Hamstrings N: 30, Calves N: 30, Gluteus Maximus N: 30, Lower Back N: 30, Upper Back N: 30.
- electrode separation to mean the distance between two electrodes, for example, electrode 20a and electrode 20e in FIG. 3.
- set of electrode separations to mean the separation of the electrodes in a configuration.
- the set of electrode separations would be the separation between electrode 20a and electrode 20e (the current electrodes) and the separation between electrode 20b and electrode 20f (the voltage electrodes).
- plural of sets of electrode separations we mean two or more sets of electrode separations. For example, this could be the set of electrode separations of configuration 1 and the set of electrode separations of configuration 3.
- the calculations use information taken using a plurality of sets of electrode separations, namely configuration 1 and configuration 3.
- test protocol we mean the conditions involved in making one or more measurements including device position(s), test frequencies, electrode arrangement, electrode separations, configurations used and other test parameters.
- device position we mean the location in which the device is positioned on the tissue with the electrodes in contact with the tissue.
- single device position we mean that the device is positioned on the tissue and not moved.
- measured during a single device position we mean those measurements made during a single device position during which the device and electrodes are not moved or realigned. It can involve measurements from multiple electrodes or multiple configurations if those are present in the device.
- Total MQ average of MQ of biceps, triceps, quadriceps and abdominals.
- Total body fat percentage average of body fat percentage of biceps, triceps, quadriceps and abdominals. Subject # 1 2 3 4 5 6 7 8 9 10
- MQ M(kl*P100Cl A 2 + k2*P50C2 A 2 + (k3/R25Cl) A 2 +
- M l.l [00081] Gender specific values were used for N in the equation above.
- Smartphone and “smartphone” interchangeably. They both mean a phone with sophisticated computation, display and wireless capability. Examples of Smartphones would include iPhones, Android phones and other such phones.
- a smartphone based device illustrated in FIGS. 8A and 8B, is used to make measurements as outlined elsewhere in this disclosure.
- the smartphone based device There are at least three parts to the smartphone based device. They are: 1) the smartphone (810); 2) the electrode assembly which contains the electrodes that are in contact with the tissue
- the electrode assembly (820); 3) a case or holder which holds the electrode assembly and snaps or fastens securely onto the smartphone (830).
- the electrode assembly (820) is located between the smartphone (810) and the case (830) and is held securely in place by the case.
- This arrangement allows a single design of electrode assembly to be used with a number of designs of smartphones.
- the electrode assembly can communicate with the smartphone by wire, wireless or direct plug in communication.
- the electrode assembly can be powered by the smartphone or internally powered.
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Priority Applications (7)
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AU2014311467A AU2014311467A1 (en) | 2013-08-25 | 2014-08-25 | Devices and methods for measuring bioimpedance-related properties of body tissue and displaying fat and muscle percentages and muscle quality of bodies and body regions |
EP14761517.3A EP3038526A1 (en) | 2013-08-25 | 2014-08-25 | Devices and methods for measuring bioimpedance-related properties of body tissue and displaying fat and muscle percentages and muscle quality of bodies and body regions |
CA2922194A CA2922194A1 (en) | 2013-08-25 | 2014-08-25 | Devices and methods for measuring bioimpedance-related properties of body tissue and displaying fat and muscle percentages and muscle quality of bodies and body regions |
JP2016539011A JP2016533835A (en) | 2013-08-25 | 2014-08-25 | Apparatus and method for measuring bioimpedance-related properties of body tissue to display fat and muscle percentage and muscle quality of the body and body region |
US14/950,821 US20160157749A1 (en) | 2013-08-25 | 2015-11-24 | Systems and methods for measurement of bioimpedance |
US16/735,648 US11246504B2 (en) | 2007-12-07 | 2020-01-06 | Enhanced measurements of bioimpedance |
US17/670,478 US20220273187A1 (en) | 2014-03-13 | 2022-02-13 | Quantitative Measurement of Muscle Fatigue by Electrical Impedance Myography |
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JP (1) | JP2016533835A (en) |
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Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2016099824A1 (en) * | 2014-11-24 | 2016-06-23 | Skulpt, Inc. | Systems and methods for measurement of biompedance |
WO2016142392A1 (en) * | 2015-03-09 | 2016-09-15 | Koninklijke Philips N.V. | Wearable and detachable health parameter sensor |
US9861293B2 (en) | 2011-04-28 | 2018-01-09 | Myolex Inc. | Sensors, including disposable sensors, for measuring tissue |
JP2018050944A (en) * | 2016-09-28 | 2018-04-05 | 学校法人北里研究所 | Sensor device, insurance certificate, and membership card |
WO2019084469A1 (en) | 2017-10-27 | 2019-05-02 | Renovia Inc. | Devices, systems, and methods for training pelvic floor muscles |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP3463071A4 (en) * | 2016-06-05 | 2019-12-25 | Endra, Inc. | A method and system for estimating fractional fact content of an object |
KR102058372B1 (en) * | 2018-07-09 | 2019-12-24 | 엘지전자 주식회사 | Apparatus for measuring body composition |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2005027717A2 (en) * | 2003-09-12 | 2005-03-31 | Renal Research Institute, Llc | Bioimpedance methods and apparatus |
US20100256516A1 (en) * | 2009-04-07 | 2010-10-07 | Tanita Corporation | Subcutaneous fat thickness measurement apparatus |
US20120157802A1 (en) * | 2009-08-24 | 2012-06-21 | Chang-An Chou | Electrocardiographic data acquisition device |
US20120245436A1 (en) * | 2009-08-21 | 2012-09-27 | Beth Israel Deaconess Medical Center Inc. | hand-held device for electrical impedance myography |
WO2012149471A2 (en) * | 2011-04-28 | 2012-11-01 | Convergence Medical Devices | Devices and methods for evaluating tissue |
-
2014
- 2014-08-25 EP EP14761517.3A patent/EP3038526A1/en not_active Withdrawn
- 2014-08-25 WO PCT/US2014/052563 patent/WO2015031278A1/en active Application Filing
- 2014-08-25 AU AU2014311467A patent/AU2014311467A1/en not_active Abandoned
- 2014-08-25 CA CA2922194A patent/CA2922194A1/en not_active Abandoned
- 2014-08-25 JP JP2016539011A patent/JP2016533835A/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2005027717A2 (en) * | 2003-09-12 | 2005-03-31 | Renal Research Institute, Llc | Bioimpedance methods and apparatus |
US20100256516A1 (en) * | 2009-04-07 | 2010-10-07 | Tanita Corporation | Subcutaneous fat thickness measurement apparatus |
US20120245436A1 (en) * | 2009-08-21 | 2012-09-27 | Beth Israel Deaconess Medical Center Inc. | hand-held device for electrical impedance myography |
US20120157802A1 (en) * | 2009-08-24 | 2012-06-21 | Chang-An Chou | Electrocardiographic data acquisition device |
WO2012149471A2 (en) * | 2011-04-28 | 2012-11-01 | Convergence Medical Devices | Devices and methods for evaluating tissue |
Non-Patent Citations (1)
Title |
---|
See also references of EP3038526A1 * |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9861293B2 (en) | 2011-04-28 | 2018-01-09 | Myolex Inc. | Sensors, including disposable sensors, for measuring tissue |
WO2016099824A1 (en) * | 2014-11-24 | 2016-06-23 | Skulpt, Inc. | Systems and methods for measurement of biompedance |
WO2016142392A1 (en) * | 2015-03-09 | 2016-09-15 | Koninklijke Philips N.V. | Wearable and detachable health parameter sensor |
CN107430643A (en) * | 2015-03-09 | 2017-12-01 | 皇家飞利浦有限公司 | Wearable thing and detachable health parameters sensor |
US10595726B2 (en) | 2015-03-09 | 2020-03-24 | Koninklijke Philips N.V. | Wearable and detachable health parameter sensor |
CN107430643B (en) * | 2015-03-09 | 2022-03-01 | 皇家飞利浦有限公司 | Wearable article and removable health parameter sensor |
JP2018050944A (en) * | 2016-09-28 | 2018-04-05 | 学校法人北里研究所 | Sensor device, insurance certificate, and membership card |
WO2019084469A1 (en) | 2017-10-27 | 2019-05-02 | Renovia Inc. | Devices, systems, and methods for training pelvic floor muscles |
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AU2014311467A1 (en) | 2016-03-17 |
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