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1.
Sci Rep ; 12(1): 21780, 2022 12 16.
Article in English | MEDLINE | ID: mdl-36526822

ABSTRACT

Brain rhythms are strongly linked with behavior, and abnormal rhythms can signify pathophysiology. For instance, the basal ganglia exhibit a wide range of low-frequency oscillations during movement, but pathological "beta" rhythms at ~ 20 Hz have been observed in Parkinson's disease (PD) and in PD animal models. All brain rhythms have a frequency, which describes how often they oscillate, and a phase, which describes the precise time that peaks and troughs of brain rhythms occur. Although frequency has been extensively studied, the relevance of phase is unknown, in part because it is difficult to causally manipulate the instantaneous phase of ongoing brain rhythms. Here, we developed a phase-adaptive, real-time, closed-loop algorithm to deliver optogenetic stimulation at a specific phase with millisecond latency. We combined this Phase-Adaptive Brain STimulation (PABST) approach with cell-type-specific optogenetic methods to stimulate basal ganglia networks in dopamine-depleted mice that model motor aspects of human PD. We focused on striatal medium spiny neurons expressing D1-type dopamine receptors because these neurons can facilitate movement. We report three main results. First, we found that our approach delivered PABST within system latencies of 13 ms. Second, we report that closed-loop stimulation powerfully influenced the spike-field coherence of local brain rhythms within the dorsal striatum. Finally, we found that both 4 Hz PABST and 20 Hz PABST improved movement speed, but we found differences between phase only with 4 Hz PABST. These data provide causal evidence that phase is relevant for brain stimulation, which will allow for more precise, targeted, and individualized brain stimulation. Our findings are applicable to a broad range of preclinical brain stimulation approaches and could also inform circuit-specific neuromodulation treatments for human brain disease.


Subject(s)
Dopamine , Parkinson Disease , Humans , Mice , Animals , Medium Spiny Neurons , Corpus Striatum/pathology , Basal Ganglia , Beta Rhythm , Parkinson Disease/pathology
2.
Front Neurosci ; 14: 394, 2020.
Article in English | MEDLINE | ID: mdl-32390797

ABSTRACT

Parkinson's disease (PD) causes impaired movement and cognition. PD can involve profound changes in cortical and subcortical brain activity as measured by electroencephalography or intracranial recordings of local field potentials (LFP). Such signals can adaptively guide deep-brain stimulation (DBS) as part of PD therapy. However, adaptive DBS requires the identification of triggers of neuronal activity dependent on real time monitoring and analysis. Current methods do not always identify PD-related signals and can entail delays. We test an alternative approach based on linear predictive coding (LPC), which fits autoregressive (AR) models to time-series data. Parameters of these AR models can be calculated by fast algorithms in real time. We compare LFPs from the striatum in an animal model of PD with dopamine depletion in the absence and presence of the dopamine precursor levodopa, which is used to treat motor symptoms of PD. We show that in dopamine-depleted mice a first order AR model characterized by a single LPC parameter obtained by LFP sampling at 1 kHz for just 1 min can distinguish between levodopa-treated and saline-treated mice and outperform current methods. This suggests that LPC may be useful in online analysis of neuronal signals to guide DBS in real time and could contribute to DBS-based treatment of PD.

3.
Sci Rep ; 9(1): 14371, 2019 10 07.
Article in English | MEDLINE | ID: mdl-31591426

ABSTRACT

Prefrontal dysfunction is a common feature of brain diseases such as schizophrenia and contributes to deficits in executive functions, including working memory, attention, flexibility, inhibitory control, and timing of behaviors. Currently, few interventions improve prefrontal function. Here, we tested whether stimulating the axons of prefrontal neurons in the striatum could compensate for deficits in temporal processing related to prefrontal dysfunction. We used an interval-timing task that requires working memory for temporal rules and attention to the passage of time. Our previous work showed that inactivation of the medial frontal cortex (MFC) impairs interval timing and attenuates ramping activity, a key form of temporal processing in the dorsomedial striatum (DMS). We found that 20-Hz optogenetic stimulation of MFC axon terminals increased curvature of time-response histograms and improved interval-timing behavior. Furthermore, optogenetic stimulation of terminals modulated time-related ramping of medium spiny neurons in the striatum. These data suggest that corticostriatal stimulation can compensate for deficits caused by MFC inactivation and they imply that frontostriatal projections are sufficient for controlling responses in time.


Subject(s)
Axons/physiology , Brain Diseases/physiopathology , Neurons/radiation effects , Schizophrenia/physiopathology , Action Potentials/physiology , Action Potentials/radiation effects , Animals , Axons/radiation effects , Corpus Striatum/physiopathology , Corpus Striatum/radiation effects , Disease Models, Animal , Electric Stimulation , Executive Function/radiation effects , Frontal Lobe/physiopathology , Frontal Lobe/radiation effects , Humans , Male , Memory, Short-Term/physiology , Memory, Short-Term/radiation effects , Neurons/pathology , Optogenetics/methods , Prefrontal Cortex/physiopathology , Prefrontal Cortex/radiation effects , Rats , Reaction Time/physiology , Reaction Time/radiation effects , Schizophrenia/diagnostic imaging
4.
Clin Exp Ophthalmol ; 47(8): 995-999, 2019 11.
Article in English | MEDLINE | ID: mdl-30362227

ABSTRACT

IMPORTANCE: Epidemiological data on visually significant ocular trauma in the Top End of the Northern Territory. BACKGROUND: Our main objective is to determine whether Indigenous patients are disproportionately affected by visually significant ocular trauma as compared to non-Indigenous patients. DESIGN: This was a retrospective audit at the Royal Darwin Hospital in the Top End of the Northern Territory during January 2013 to June 2015. PARTICIPANTS: A total of 104 ocular trauma patients were included; 43 were Indigenous and 61 were non-Indigenous. METHODS: Medical records of patients with ocular trauma between January 2013 and June 2015 (except simple, non-penetrating corneal foreign bodies and abrasions) were reviewed. Vision loss was defined by visual acuity: mild ≥6/18, moderate 6/18-6/60, severe ≤6/60 following World Health Organization standards. MAIN OUTCOME MEASURES: The study included the incidence of ocular trauma patients by ethnicity (Indigenous vs non-Indigenous). Our secondary outcome included vision loss, mechanism of injury, open vs closed injury, age, remoteness and alcohol involvement. RESULTS: A total of 104 patient charts were reviewed; 43 (41%) were Indigenous and 61 (59%) were non-Indigenous. Alleged assault was the greatest contributor to ocular trauma in both groups (74% in Indigenous vs 39% non-Indigenous). Severe vision loss was more prevalent in the Indigenous vs non-Indigenous patients (30% vs 16%). CONCLUSIONS AND RELEVANCE: Indigenous patients were disproportionately affected by visually significant ocular trauma compared to non-Indigenous patients. This research provides important data on ocular trauma in the Northern Territory. Further prevention strategies are needed to reduce vision loss in this population.


Subject(s)
Eye Injuries/ethnology , Native Hawaiian or Other Pacific Islander/ethnology , Adult , Female , Humans , Incidence , Male , Medical Audit/statistics & numerical data , Northern Territory/epidemiology , Retrospective Studies , Risk Factors , Rural Population/statistics & numerical data , Vision Disorders/ethnology , Visual Acuity/physiology , Young Adult
5.
BMC Genomics ; 15: 1183, 2014 Dec 26.
Article in English | MEDLINE | ID: mdl-25542255

ABSTRACT

BACKGROUND: Gonad differentiation is an essential function for all sexually reproducing species, and many aspects of these developmental processes are highly conserved among the metazoa. The colonial ascidian, Botryllus schlosseri is a chordate model organism which offers two unique traits that can be utilized to characterize the genes underlying germline development: a colonial life history and variable fertility. These properties allow individual genotypes to be isolated at different stages of fertility and gene expression can be characterized comprehensively. RESULTS: Here we characterized the transcriptome of both fertile and infertile colonies throughout blastogenesis (asexual development) using differential expression analysis. We identified genes (as few as 7 and as many as 647) regulating fertility in Botryllus at each stage of blastogenesis. Several of these genes appear to drive gonad maturation, as they are expressed by follicle cells surrounding both testis and oocyte precursors. Spatial and temporal expression of differentially expressed genes was analyzed by in situ hybridization, confirming expression in developing gonads. CONCLUSION: We have identified several genes expressed in developing and mature gonads in B. schlosseri. Analysis of genes upregulated in fertile animals suggests a high level of conservation of the mechanisms regulating fertility between basal chordates and vertebrates.


Subject(s)
Fertility/genetics , Urochordata/genetics , Urochordata/physiology , Animals , Female , Humans , Infertility/genetics , Male , Ovary/metabolism , Ovary/physiology , Ovary/physiopathology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sequence Analysis, RNA , Testis/metabolism , Testis/physiology , Testis/physiopathology
6.
Perspect Psychol Sci ; 7(4): 365-83, 2012 Jul.
Article in English | MEDLINE | ID: mdl-26168473

ABSTRACT

Parents regularly use words to express and discuss emotion with their children, but does it matter which language they use to do so? In this article, we examine this question in the multilingual family context by integrating findings from both psychological and linguistic research. We propose that parents' use of different languages for emotional expression or discussion holds significant implications for children's emotional experience, understanding, and regulation. Finally, we suggest that an understanding of the implications of emotion-related language shifts is critical, particularly in adapting interventions within a rapidly diversifying society.

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