Functional near-infrared spectroscopy (fNIRS) is an optical brain monitoring technique using near-infrared light propagating a skull and brain and will be absorbed by chromophores such as oxyhemoglobin and deoxyhemoglobin. Similarly to functional magnetic resonance imaging (fMRI), the fNIRS detects changes in hemoglobin inside the brain. Typically, the fNIRS uses non-invasive optical sources and detectors attached to a body part, such as a head. The detectors detect changes in light absorption and scattering in tissue caused by changes in concentration of oxyhemoglobin and deoxyhemoglobin, which is a consequence of neuronal metabolic activity. The fNIRS has been used in many areas of research and clinical applications for its portability and potential for long-term monitoring, such as a biomarker of major depressive disorders and monitoring of dementia.
Transcutaneous fNIRS measurements have had a problem of near-infrared light absorption and scattering by hair and skin pigment of a head. Additional sources of physiological noise present in the fNIRS measurements include, for example, a heart rate, blood pressure fluctuations, a respiratory rate, and scalp blood flows. The transcutaneous fNIRS measurements suffer from several obstacles. A signal-to-noise ratio (SNR) in fNIRS is often low due to poor optical contact between optical fiber sensors (e.g., optodes) that deliver and collect near-infrared light to and from the scalp. For example, hair of a subject, especially with dark hair colors and high hair root densities, are known to cause poor optical contact. Other environmental factors including presence of ambient light may result in a lower SNR. During setup of optical fiber sensors onto a head, hair on the head may be parted in order for optical fiber sensors to have good optical contact with the scalp. This process is time consuming and becomes more difficult for higher spatial resolution studies with denser probe geometries. Due to these obstacles, many studies have restricted the fNIRS measurements to the prefrontal cortex or to subjects with low hair density. Furthermore, reproducibility in spatial localization of an fNIRS signal source is often limited by a lack of co-registration between the anatomy of a subject and sensor placement on the skin of the subject. Motion artifacts may occur while talking or by movements of a face, a head, and an upper body of a subject. These artifacts may be due to momentary displacement of optical fiber sensors on the scalp, resulting in sharp high frequency displacements, slow wave drifts, or baseline shifts in an fNIRS signal. Various methods have been used to remove motion artifacts, but the results have not been entirely satisfactory. The skin accounts for approximately 50% of the light absorption and scattering in fNIRS measurements, because a near-infrared light absorption coefficient of the skin is much greater than that of the skull. The scalp has a consistently greater influence on brain sensitivity of fNIRS than the skull. Reproducibility in terms of accuracy and precision has been desired to enable widespread clinical use of the fNIRS technique. Non-invasive continuous-wave fNIRS has not been able to achieve consistent inter-subject and intra-subject results due to its relatively low SNR and the variability of the fNIRS signal within subjects over time. Existing implementations of fNIRS, such as continuous-wave diffuse optical tomography (CW-DOT), time-domain diffuse optical tomography (TD-DOT), and broad-band fNIRS, have used fNIRS optical fiber sensors and emitters on a cap to cover the scalp, where fNIRS signals are dependent on a shape of the head. In the standard model of NSIR transmission, the light travels in an arc whose depth is dependent on the separation of the emitting and detecting probes. Short emitter-detector pairs measure extracerebral tissues, whereas long spaced emitter-detector pairs measure deeper cortical structures. It may be possible to use a signal from short emitter-detector pairs as a reference signal to subtract from a signal of long emitter detector pairs, thereby removing common-mode signals such as movement artifacts; however, such approach is ineffective to lead to a viable commercial product in the clinical domain.
Certain details are set forth below to provide a sufficient understanding of embodiments of the disclosure. However, it will be clear to one skilled in the art that embodiments of the disclosure may be practiced without these particular details. Moreover, the particular embodiments of the present disclosure described herein are provided by way of example and should not be used to limit the scope of these particular embodiments. In other instances, well-known materials, components, processes, controller components, software, circuitry, timing diagrams, and/or anatomy have not been described or shown in detail in order to avoid unnecessarily obscuring the embodiments.
A technology for implementing an fNIRS system under skin has been developed. In some examples, encapsulation methods are developed to provide a fully-implanted fNIRS system that performs continuous measurements of brain activity through changes in blood oxygenation levels for real-time monitoring and closed-loop applications. Subcutaneous placement of the TD-DOT emitters and detectors enables a portable fNIRS system that becomes part of a body. For example, the fNIRS system under the skin in a subgaleal space, such as above a skull, may be free from light absorption and scattering by hair roots in the skin and emitter and detector coupling to the skin. As a result, the fNIRS system may provide relatively high signal-to-noise measurements. The fNIRS system may reduce ambient light and motion artifacts, thus the subcutaneous fNIRS system is suitable for continuous imaging.
The fNIRS system may include one or more subcutaneous fNIRS emitter and detectors (device). The fNIRS device may be insulated using organic or inorganic coatings to prevent moisture ingress. The fNIRS device may be formed as a substrate including a thin film with a plurality of sheets, such as LCP sheets. Each sheet may have a thickness ranging from 5 μm to 3 mm, thus the subcutaneous fNIRS device may fit under the skin. In some examples a thickness of a subcutaneous fNIRS device may fit within the subgaleal space between the skin and a skull. For example, the thickness of the subcutaneous fNIRS device, including a substrate may range from 40 μm to 6 mm. A surface of the substrate may be treated (e.g., encapsulated) with TPU, parylene C (e.g., chlorinated parylene), silicon carbide or atomic layer deposition (ALD) of alumina. For example, a thickness of a TPU layer may range from 5 μm to 3 mm. A thickness of parylene C may range from 3 μm to 50 μm. Silicone thickness may range from 50 μm to 6 mm.
Subcutaneous fNIRS systems including subcutaneous fNIRS devices may be used for a variety of clinical applications. Subcutaneous fNIRS devices in a subgaleal space may provide advantages from several perspectives as follows. Measurements using subcutaneous fNIRS systems with less light absorption by the hair, hair follicles and skin are more accurate and are susceptible to less noise than traditional wearable fNIRS devices. Subcutaneous fNIRS systems with stable device positioning allow continuous measurements with less recalibration, unlike wearable fNIRS systems which take set-up time and frequent calibrations. Subcutaneous fNIRS systems may have broad sensing coverage across the cortex; however, the subcutaneous fNIRS systems may be less invasive than electrocorticography (ECOG) subdural grids in contact with the brain. In some examples, a subcutaneous fNIRS system may be combined with a subgalcal ECOG electrode system or a subgaleal electroencephalogram (EEG) electrode system. Subcutaneous device with light emitters and detectors as well as an EEG electrode may perform combined electrical stimulation, EEG recording, and fNIRS measurements simultaneously for brain activity sensing. The EEG electrode may be used to deliver any combination of transcranial direct current stimulation ((DCS), transcranial alternating current stimulation (tACS), temporal interference (TI) electrical stimulation, intersection short pulse (ISP) stimulation, or other forms of electrical stimulation including charge steering.
In some examples, a subcutaneous fNIRS system can be combined with vagus nerve stimulation (VNS) or spinal cord stimulation for closed-loop feedback of existing therapies for tinnitus, pain, etc. In some examples, a patient with a subcutaneous fNIRS system may be exposed to auditory or visual stimulation. The subcutaneous fNIRS system may connect to either a cranial implant or a chest implant with wireless data communication capability, and be used in a variety of applications including brain computer interface (BCI), depression, stroke, traumatic brain injuries, tinnitus, learning and memory enhancement, etc.
The subcutaneous fNIRS device may also include an implanted window including a biocompatible material that is transparent to near-infrared wavelengths. The biocompatible material may be a polymer, ceramic, or bioengineered materials such as polymethyl methacrylate (PMMA), yttria-stabilized zirconia (YSZ) with optical clearing agents (OCAs), or any other material which is transparent for near-infrared light. In some examples, the implanted window may be a craniofacial implant for repairing a craniofacial defect or replacing other sections of bone in the body. The transparent window may replace at least a portion of a skull, to increase transparency. Thus, the transparent window allows the light from the device to pass through with less scattering of light, and increases a signal to noise ratio of the fNIRS signal.
The subcutaneous fNIRS system 100 may measure an oxygenation level and hemodynamic of a brain. The oxygenation level may change as areas in the brain become more active. Such brain activity may be identified in real time based on changes in blood oxygenation and other factors. The controller 108 may cause the emitters 116 to provide light. In some examples, the light may be provided as light pulses. The detectors 118 may detect the light pulses that travelled through the body part. The detectors 118 may measure time of flight of photons in the light as the light pulses propagate through and are scattered by neural tissues. By observing absorbed and/or reflected (e.g., scattered) signals at a certain wavelength of the light, absorption of hemoglobin and blood flows in certain brain regions may be measured. In some examples, the detectors 118 may include fiber optic sensors (e.g., optodes) disposed within a distance of 20-30 mm from one another. The detectors 118 may measure blood flows in between the fiber optic sensors.
In some examples, each subcutaneous fNIRS device 102 may include one or more EEG electrodes 120. In some examples, the EEG electrodes 120 may measure electrical activity of neurons underneath the EEG electrodes 120 and provide high temporal resolution, unlike fNIRS. The subcutaneous fNIRS device 102 may perform simultaneous collection (e.g., recording) of both fNIRS and EEG signals. In some examples, the EEG signals may be indicative of, for example, short-term motor imagery, whereas the fNIRS signals may be indicative of long-term changes, such as cognitive functions or pain. Thus, a user may be able to obtain short-term and long-term brain activity information from the EEG signals and fNIRS signals from the subcutaneous fNIRS device 102. In some examples, each of the EEG electrodes 120 may be smaller than each of the detectors 118, and each EEG electrode 120 may be disposed in between two adjacent detectors 118, between two adjacent emitters 116, or between two adjacent emitter 116/detector 118 pairs. Each EEG electrode 120 may detect electrical activity at a proximate spot as the detector 118 detects the fNIRS signal.
In some embodiments, an implanted window 218 may be disposed on the skull 214. In some examples, the subcutaneous fNIRS device 204 may be placed on the skull in a manner that some of the emitters 208, the detectors 210, and/or the EEG electrodes 212 may be placed on or above the implanted window 218. In some examples, the implanted window 218 may be a craniofacial implant for repairing a craniofacial defect or replacing other sections of bone in the body. For example, the implanted window 218 may include one or more transparent biocompatible materials, for example, transparent PMMA plastic, YSZ ceramic with OCAs, or any other transparent biocompatible material suited for safe use in craniofacial reconstruction. While a transparent PMMA craniofacial implant is the preferred embodiment, the prefabricated transparent custom craniofacial implant may include a polymer, metal, bioengineered material, or any combinations thereof for which may also be substantially transparent. In some examples,
PMMA, YZS with OCAs, and similar ceramic and polymer materials are transparent to near infrared light signals having a wavelength that ranges from 800 nm to 2500 nm. In some examples, transparent implanted window 218 may replace at least a portion of a skull, to increase transparency. Thus, the transparent window allows the light from the device to pass through with less scattering of light, and increases a signal to noise ratio of the fNIRS signal.
In some examples, a power supply for a subcutaneous fNIRS system may be outside the circuitry 206. In some examples, a power supply may be disposed on an car.
In some examples, a power supply may be disposed on a chest.
The emitters 406 may include surface-emitting lasers or LEDs. The detectors 408 may include photodiodes, such as single-photon avalanche diode (SPAD) arrays. In some embodiments, metal such as gold, silver or copper may be used. In some examples, to improve stability in vivo chronically, metal such as platinum, iridium, iridium oxide, or any combination thereof may be used as conducting material for device pads (e.g., microcontacts) on the substrate 410. Additionally, gold, iridium oxide and/or platinum-iridium may be used for device pads if ECOG sensors are further included in the substrate 410.
The stencils 404 may be designed to prevent direct stress onto the components. The stencils 404 may cover the substrate 410, except the emitters 406 and the detectors 408, to provide light paths. The stencils 404 may be processed with micro-edging around the emitters 406 and the detectors 408. The micro-edging in conjunction with precise alignment during a manufacturing process of the subcutaneous device 400 may reduce an amount of stress to be applied to the components.
In some examples, the substrate 410 may be a polyimide substrate. In some examples, the substrate 410 may be a flexible liquid crystal polymer thin-film (LCP-TF) substrate including LCP. In some examples, the LCP-TF substrate may have a thickness that may range from less than 10 μm to 2.5 mm. A substrate including LCP may have longevity and low water permeability compared to a polyimide substrate (e.g., up to 25 times less than polyimide substrates) and reliability and lifetime of an implanted array in the substrate may be extended. In some examples, the substrate may include TPU. TPU has been used in the medical industry due to several properties. For example, TPU has water, fungus, and abrasion resistance. TPU's rubber-like elasticity ensures flame retardancy at varying opacities. TPU polymers having robust mechanical properties, durability, chemical and oil resistance, and biocompatibility are highly desirable for implantable devices. TPU polymers having customizable mechanical properties (e.g., hardness from 72 A to 60 D Shore durometers) and chemistries (e.g., hydrophilic and hydrophobic) may provide precise control over drug elution and compatibility may be possible. For example, a thickness of a TPU layer may range from 5 μm to 3 mm. In some examples, the substrate 410 may include silicone. For example, a thickness of silicone may range from 50 μm to 6 mm. In some examples, the substrate 410 may include any combination of LCP, silicone or TPU thereof.
In some examples, the subcutaneous device 400 may be an LCP-TF device. An LCP-TF device has demonstrated great stability during accelerated aging and in vivo implantation tests. In some examples, an LCP-TF device including two LCP sheets, each having less than 30 μm (e.g., 25 μm) thickness, with wirings in between, may be fused into a single layer at 282° C. under 100 pounds per square inch of force. The LCP-TF device may have resistance to delamination, compared to polyimide device arrays suffering from delamination due to their reliance on inter-layer adhesion. A soak test at 60° C. revealed a lifetime exceeding five years at 37° C. equivalence. In some examples employing rats and non-human primates, implanted LCP-TF device demonstrated chronic signal reliability and stable performance for a longer lifetime than polyimide device.
Furthermore, LCP bonding to TPU may provide material properties of both TPU and LCP, ensuring robustness even during accelerated aging conditions. The bonding procedure may include applying heat and pressure to the substrate 410 to melt and blend the two materials together. In some examples, a hydraulic press equipped with heating plates may be used to bond a sandwich structure together. Thorough cleaning, pre-processing, and precise alignment of the silicone, teflon, TPU, LCP device and stainless sheet (SS) sheet may ensure correct bonding profiles and seamless mold release of the LCP and TPU. Once the pressure is released, the entire setup is removed from the press, and a mold is disassembled to retrieve the bonded profiles. The bonded profiles may be cut using a laser marker, followed by removal of excess TPU. Subsequently, the subcutaneous device 400 may be fabricated. A soak test of the LCP bonded to TPU was performed under 37° C.
As shown above, the emitters 406 and the detectors 408 may be implemented in a size to provide TD-DOT for subcutaneous (e.g., subgaleal) implantation. By disposing the subcutaneous device 400 between two polyurethane sheets to be blended and melted together to protect a chip, such as the subcutaneous device 400 from fluid ingress. LCP can also be used in conjunction with TPU. The fusing process can be performed using a heated hydraulic press as detailed in the preliminary data shared on fusing LCP and TPU constructs. The TPU encapsulated chip can then be laser cut to the appropriate dimensions.
Surface treatment may be performed on the substrate 410 and the surface 412 may be formed on the substrate 410. The surface 412, including at least one of encapsulation and stencils 404 covering components including the emitters 406 and the detectors 408, may protect the components from any pressing and heating applied to the substrate 410. For example, encapsulation around each component may provide a cushion that may reduce stress onto the component. Encapsulation may use at least one of TPU, parylene C, silicon carbide, or ALD of alumina that excel in water permeability, mechanical strength, and overall stability. In some examples, the surface treatment may provide an ionic barrier between physiological fluids and components to be insulated. For example, a thickness of a TPU layer may range from 5 μm to 3 mm. A thickness of parylene C may range from 3 μm to 50 μm. Silicone thickness may range from 50 μm to 6 mm.
Robust parylene C encapsulation methods may result in suitable adhesion and electrical insulation for encapsulation of the subcutaneous device 400. Parylene C having chemical inertness, low dielectric constant (εr=3.15), high resistivity (˜1015 Ω·cm), and a relatively low water vapor transmission rate of 0.2 g·mm/m2·day, has been a reliable coating material for biomedical implantable devices. In some examples, parylene C may be applied by chemical vapor deposition (CVD) at room temperature to form a conformal, pin-hole-free film, without solvents. Moreover, parylene C has ion barrier properties for neural interfaces exposed to physiological fluids.
By using an adhesion promoter, such as methacryloxy functional trimethoxy silane (e.g., Silquest A-174 silane), may enhance adhesion of parylene C film. This enhanced adhesion may be observed with both silicon and BSG substrates achieving grade 5B adhesion in a tape adhesion test, whereas substrates without the adhesion promoter exhibited a grade of OB.
Electrical performance of parylene C layers was tested using electrical impedance spectroscopy (EIS) and leakage current tests.
The EIS and leakage current test results of
In some examples, the surface treatment, including, for example, ALD of alumina or silicon carbide, may be used to improve electrical properties and stability of the subcutaneous device 400 of
In some examples, silicon carbide may be used to enhance the electrical properties and stability at tissue interfaces of subgaleal devices. A high-channel count microelectrode array, such as the Utah electrode array (UEA), may be coated with silicon carbide, and its electrical properties and stability may be tested over time. The array assembly was soaked in phosphate buffered saline (PBS) at 87° C., and the array impedance at 1 kHz and the array's charge storage capacity (CSC) were measured. Numbers of samples are 15 and 14, respectively.
Cyclic voltammetry and impedance at different time points of a subcutaneous device going through aging are obtained.
The stability of the silicon carbide coating during stimulation was investigated since it may sometimes drive unwanted chemical and physical reactions which damage the devices.
Mechanical stability of the silicon carbide was investigated through an electrode insertion test and a wire bend test. The insertion of a UEA into 1% agarose-PBS gel (model cortex material) resulted in no damage to devices tested. The devices that were damaged prior to insertion retained their structure and no additional damage was observed.
In some examples, ALD of alumina may be used to enhance the electrical properties and stability at the tissue interface in subgaleal devices. For example, ALD of alumina may also be deposited prior to parylene C encapsulation in order to improve the impedance, signal stability and strength, and current draw long term reliability.
In an accelerated lifetime test, wired, wireless UEAs and active arrays were soaked in PBS at 57° C.
The subcutaneous fNIRS techniques and methods to manufacture subcutaneous fNIRS devices described herein may be used for treatment confirmation and may further be extended to chronic monitoring of brain activities.
Examples provided herein of both the design of subcutaneous fNIRS systems including subcutaneous fNIRS devices and the clinical applications are not the limit of the uses of the subcutaneous fNIRS technique in the subgaleal zones. Many configurations of subcutaneous fNIRS systems exist, as well as applications that would benefit from the use of the technology described herein.
It is to be appreciated that any one of the above embodiments or processes may be combined with one or more other embodiments and/or processes or be separated and/or performed amongst separate devices or device portions in accordance with the present systems, devices and methods.
Finally, the above discussion is intended to be merely illustrative of the present devices, apparatuses, systems, and methods and should not be construed as limiting the appended claims to any particular embodiment or group of embodiments. Thus, while the present disclosure has been described in particular detail with reference to exemplary embodiments, it should also be appreciated that numerous modifications and alternative embodiments may be practiced without departing from the broader and intended spirit and scope of the present disclosure as set forth in the claims that follow. Accordingly, the specification and drawings are to be regarded in an illustrative manner and are not intended to limit the scope of the appended claims.
This application claims priority benefit of U.S. Provisional Patent Application No. 63/593,916, filed Oct. 27, 2023, titled SUBCUTANEOUS FUNCTIONAL NEAR-INFRARED SPECTROSCOPY, which is incorporated herein by reference in its entirety.
Number | Date | Country | |
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63593916 | Oct 2023 | US |