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1.
Nat Biomed Eng ; 7(10): 1252-1269, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37106153

ABSTRACT

Fully implantable wireless systems for the recording and modulation of neural circuits that do not require physical tethers or batteries allow for studies that demand the use of unconstrained and freely behaving animals in isolation or in social groups. Moreover, feedback-control algorithms that can be executed within such devices without the need for remote computing eliminate virtual tethers and any associated latencies. Here we report a wireless and battery-less technology of this type, implanted subdermally along the back of freely moving small animals, for the autonomous recording of electroencephalograms, electromyograms and body temperature, and for closed-loop neuromodulation via optogenetics and pharmacology. The device incorporates a system-on-a-chip with Bluetooth Low Energy for data transmission and a compressed deep-learning module for autonomous operation, that offers neurorecording capabilities matching those of gold-standard wired systems. We also show the use of the implant in studies of sleep-wake regulation and for the programmable closed-loop pharmacological suppression of epileptic seizures via feedback from electroencephalography. The technology can support a broader range of applications in neuroscience and in biomedical research with small animals.

2.
Nat Neurosci ; 24(7): 1035-1045, 2021 07.
Article in English | MEDLINE | ID: mdl-33972800

ABSTRACT

Advanced technologies for controlled delivery of light to targeted locations in biological tissues are essential to neuroscience research that applies optogenetics in animal models. Fully implantable, miniaturized devices with wireless control and power-harvesting strategies offer an appealing set of attributes in this context, particularly for studies that are incompatible with conventional fiber-optic approaches or battery-powered head stages. Limited programmable control and narrow options in illumination profiles constrain the use of existing devices. The results reported here overcome these drawbacks via two platforms, both with real-time user programmability over multiple independent light sources, in head-mounted and back-mounted designs. Engineering studies of the optoelectronic and thermal properties of these systems define their capabilities and key design considerations. Neuroscience applications demonstrate that induction of interbrain neuronal synchrony in the medial prefrontal cortex shapes social interaction within groups of mice, highlighting the power of real-time subject-specific programmability of the wireless optogenetic platforms introduced here.


Subject(s)
Optogenetics/instrumentation , Social Behavior , Wireless Technology/instrumentation , Animals , Mice
3.
J Forensic Sci ; 65(1): 144-153, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31503337

ABSTRACT

Conducted electrical weapons are designed to cause temporary electro-muscular incapacitation (EMI) without significant injury. The objective of this study was to assess the risk and cause of spinal injury due to exposure to a benchtop EMI device. Porcine subjects were exposed to 19 and 40 Hz electrical stimuli for a prolonged duration of 30 sec. X-ray imaging, necropsy, and accelerometry found that lumbosacral spinal fractures occurred in at least 89% of all subjects, regardless of the stimulus group, and were likely caused by musculoskeletal fatigue-related stress in the lumbosacral spine. Spinal fractures occurred in the porcine model at an unusually high rate compared to human. This may be due to both the prolonged duration of electrical stimulation and significant musculoskeletal differences between humans and pigs, which suggests that the porcine model is not a good model of EMI-induced spinal fracture in humans.


Subject(s)
Conducted Energy Weapon Injuries , Lumbar Vertebrae , Spinal Fractures , Animals , Conducted Energy Weapon Injuries/diagnostic imaging , Conducted Energy Weapon Injuries/pathology , Electric Stimulation/instrumentation , Forensic Medicine , Fractures, Comminuted/diagnostic imaging , Fractures, Comminuted/pathology , Humans , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/injuries , Lumbar Vertebrae/pathology , Models, Animal , Radiography , Sacrum/diagnostic imaging , Sacrum/injuries , Sacrum/pathology , Spinal Fractures/diagnostic imaging , Spinal Fractures/pathology , Swine
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