ABSTRACT
Comprehensive, continuous quantitative monitoring of intricately orchestrated physiological processes and behavioral states in living organisms can yield essential data for elucidating the function of neural circuits under healthy and diseased conditions, for defining the effects of potential drugs and treatments, and for tracking disease progression and recovery. Here, we report a wireless, battery-free implantable device and a set of associated algorithms that enable continuous, multiparametric physio-behavioral monitoring in freely behaving small animals and interacting groups. Through advanced analytics approaches applied to mechano-acoustic signals of diverse body processes, the device yields heart rate, respiratory rate, physical activity, temperature, and behavioral states. Demonstrations in pharmacological, locomotor, and acute and social stress tests and in optogenetic studies offer unique insights into the coordination of physio-behavioral characteristics associated with healthy and perturbed states. This technology has broad utility in neuroscience, physiology, behavior, and other areas that rely on studies of freely moving, small animal models.
Subject(s)
Behavior, Animal , Optogenetics , Wireless Technology , Animals , Behavior, Animal/physiology , Optogenetics/methods , Mice , Heart Rate/physiology , Male , Prostheses and Implants , Respiratory Rate/physiology , Monitoring, Physiologic/methods , Monitoring, Physiologic/instrumentation , AlgorithmsABSTRACT
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.
ABSTRACT
OBJECTIVE: To study the protective effects of curcumin on exaggerated extracellular matrix accumulation of pulmonary fibrosis rats. METHOD: One hundred and forty-four male Sprague-Dawley rats were randomly divided into 6 groups (24 rats in each group). Rats in the model control group, positive medicine group, and high, moderate and low curcumin groups were injected with a single dose of bleomycin by trachea, and rats in sham-model control group with same volume normal saline. One day after the injection, curcumin solution of different dosages (200, 100, 50 mg x kg(-1) x d(-1)) was respectively given to rats in the high, moderate and low curcumin group daily by gastrogavage, while equal volume of normal saline was given to those in the sham-model control group and model control group, and an equal volume of prednisone (0.56 mg x kg(-1) x d(-1)) was given to those in positive medicine control group. On the 7, 14, 28 days, 8 rats per treatment group were randomly killed, the levels of III-collagen, IV-collagen, laminin and hyaluronic acid in the serum were determined, the determination of hydroxyproline in lung homogenates was analyzed, and the lung was incised to make pathological sections which were stained with HE and Mallory. RESULT: Curcumin could decreas the levels of III-collagen, IV-collagen, laminin and hyaluronic acid in the serum, and inhihit the proliferation of fibrous tissue. CONCLUSION: Curcumin may play its therapetuic role by leveling down the content of extracellular matrix in rats with pulmonary fibrosis induced by bleomycin.
