Multivariate Analysis of Electrophysiological Signals Reveals the Time Course of Precision Grasps Programs: Evidence for Non-hierarchical Evolution of Grasp Control

2021 ◽  
pp. JN-RM-0992-21
Author(s):  
Lin Lawrence Guo ◽  
Yazan Shamli Oghli ◽  
Adam Frost ◽  
Matthias Niemeier
Author(s):  
Ramón Martínez-Cancino ◽  
Arnaud Delorme ◽  
Johanna Wagner ◽  
Kenneth Kreutz-Delgado ◽  
Roberto C. Sotero ◽  
...  

Modulation of the amplitude of high-frequency cortical field activity locked to changes in phase of a slower brain rhythm is known as phase-amplitude coupling (PAC). The study of this phenomenon has been gaining traction in neuroscience because of several reports on its appearance in normal and pathological brain processes in humans as well as across different mammalian species. This has led to the suggestion that PAC may be an intrinsic brain process that facilitates brain inter-area communication across different spatiotemporal scales. Several methods have been proposed to measure the PAC process, but few of these enable detailed study of its time course. It appears that no studies have reported details of PAC dynamics including its possible directional delay characteristics. Here, we study and characterize the use of a novel information theoretic measure that may address this limitation: local transfer entropy. We use both simulated and actual intracranial electroencephalographic data, and in both cases we observe initial indications that local transfer entropy can be used to detect the onset and offset of modulation process periods revealed by mutual information phase-amplitude coupling (MIPAC). We review our results in the context of current theories about PAC in brain electrical activity, and discuss technical issues that must be addressed to see local transfer entropy more widely applied to PAC analysis.


Author(s):  
Han Xu ◽  
Chi Geng ◽  
Xinzhong Hua ◽  
Penglai Liu ◽  
Jinshan Xu ◽  
...  

AbstractFiber photometry is a recently-developed method that indirectly measures neural activity by monitoring Ca2+ signals in genetically-identified neuronal populations. Although fiber photometry is widely used in neuroscience research, the relationship between the recorded Ca2+ signals and direct electrophysiological measurements of neural activity remains elusive. Here, we simultaneously recorded odor-evoked Ca2+ and electrophysiological signals [single-unit spikes and local field potentials (LFPs)] from mitral/tufted cells in the olfactory bulb of awake, head-fixed mice. Odors evoked responses in all types of signal but the response characteristics (e.g., type of response and time course) differed. The Ca2+ signal was correlated most closely with power in the β-band of the LFP. The Ca2+ signal performed slightly better at odor classification than high-γ oscillations, worse than single-unit spikes, and similarly to β oscillations. These results provide new information to help researchers select an appropriate method for monitoring neural activity under specific conditions.


2007 ◽  
Vol 25 (18_suppl) ◽  
pp. 5144-5144
Author(s):  
F. Yoon ◽  
R. Choo ◽  
S. L. Gardner ◽  
G. Morton ◽  
E. F. Szumacher ◽  
...  

5144 Background: The time course of testosterone (TST) recovery after prolonged androgen suppression (AS) is not well established. We examined TST recovery prospectively in prostate cancer (PCa) patients treated with 2 years of AS. Methods: 153 PCa men with pT3N0 or positive margins after radical prostatectomy (RP), or with PSA relapse (persistently detectable postoperative PSA [= 0.2 ng/mL], delayed detectable PSA = 6 months after surgery, or palpable/biopsy proven local recurrence after RP), were treated with radiation (RT) to the prostate bed (60 - 70 Gy in 30 - 35 fractions) plus 2 years of AS as part of a phase II study. AS consisted of nilutamide 100 mg PO tid for 4 weeks, starting within 1 week after completing RT, and busereline acetate 6.6 mg SC every 2 months for 2 years, starting within 2 weeks of nilutamide. The primary endpoint was PSA relapse-free survival. Serum TST levels were measured at baseline, every 4 months during AS, and every 6 months after completing AS. The planned sample size was 150 patients. Time to TST recovery was analyzed using the Kaplan-Meier method. Cox Proportional Hazards regression was used for a multivariate analysis of predictive factors for TST recovery. Results: 122 men completed the planned AS. Median follow up after finishing AS was 36.4 months (range 9.4 - 76.2). A castrate TST level was defined as =1.7 nmol/L (50 ng/dL), with normal levels being 10 - 40 nmol/L. All men achieved castrate TST levels on AS. Table 1 shows TST recovery at 36 months after completing AS and median times to recovery. Median recovery time to normal TST was 27 months, although 8% of men did not recover to above castrate levels by 3 years. On multivariate analysis, younger age (<60 vs. =60) predicted for a significantly shorter recovery time to normal TST (P = <0.0001), while baseline TST (<10 nmol/L vs. =10.0 nmol/L) was of borderline significance (P = 0.06). Conclusions: TST recovery after 2 years of AS is protracted. Older men have significantly longer recovery times. [Table: see text] [Table: see text]


2015 ◽  
Vol 123 (2) ◽  
pp. 373-386 ◽  
Author(s):  
Penny K. Sneed ◽  
Joe Mendez ◽  
Johanna G. M. Vemer-van den Hoek ◽  
Zachary A. Seymour ◽  
Lijun Ma ◽  
...  

OBJECT The authors sought to determine the incidence, time course, and risk factors for overall adverse radiation effect (ARE) and symptomatic ARE after stereotactic radiosurgery (SRS) for brain metastases. METHODS All cases of brain metastases treated from 1998 through 2009 with Gamma Knife SRS at UCSF were considered. Cases with less than 3 months of follow-up imaging, a gap of more than 8 months in imaging during the 1st year, or inadequate imaging availability were excluded. Brain scans and pathology reports were reviewed to ensure consistent scoring of dates of ARE, treatment failure, or both; in case of uncertainty, the cause of lesion worsening was scored as indeterminate. Cumulative incidence of ARE and failure were estimated with the Kaplan-Meier method with censoring at last imaging. Univariate and multivariate Cox proportional hazards analyses were performed. RESULTS Among 435 patients and 2200 brain metastases evaluable, the median patient survival time was 17.4 months and the median lesion imaging follow-up was 9.9 months. Calculated on the basis of 2200 evaluable lesions, the rates of treatment failure, ARE, concurrent failure and ARE, and lesion worsening with indeterminate cause were 9.2%, 5.4%, 1.4%, and 4.1%, respectively. Among 118 cases of ARE, approximately 60% were symptomatic and 85% occurred 3–18 months after SRS (median 7.2 months). For 99 ARE cases managed without surgery or bevacizumab, the probabilities of improvement observed on imaging were 40%, 57%, and 76% at 6, 12, and 18 months after onset of ARE. The most important risk factors for ARE included prior SRS to the same lesion (with 20% 1-year risk of symptomatic ARE vs 3%, 4%, and 8% for no prior treatment, prior whole brain radiotherapy [WBRT], or concurrent WBRT) and any of these volume parameters: target, prescription isodose, 12-Gy, or 10-Gy volume. Excluding lesions treated with repeat SRS, the 1-year probabilities of ARE were < 1%, 1%, 3%, 10%, and 14% for maximum diameter 0.3–0.6 cm, 0.7–1.0 cm, 1.1–1.5 cm, 1.6–2.0 cm, and 2.1–5.1 cm, respectively. The 1-year probabilities of symptomatic ARE leveled off at 13%–14% for brain metastases maximum diameter > 2.1 cm, target volume > 1.2 cm3, prescription isodose volume > 1.8 cm3,12-Gy volume > 3.3 cm3, and 10-Gy volume > 4.3 cm3, excluding lesions treated with repeat SRS. On both univariate and multivariate analysis, capecitabine, but not other systemic therapy within 1 month of SRS, appeared to increase ARE risk. For the multivariate analysis considering only metastases with target volume > 1.0 cm3, risk factors for ARE included prior SRS, kidney primary tumor, connective tissue disorder, and capecitabine. CONCLUSIONS Although incidence of ARE after SRS was low overall, risk increased rapidly with size and volume, leveling off at a 1-year cumulative incidence of 13%–14%. This study describes the time course of ARE and provides risk estimates by various lesion characteristics and treatment parameters to aid in decision-making and patient counseling.


2019 ◽  
Vol 39 (48) ◽  
pp. 9585-9597
Author(s):  
Lin Lawrence Guo ◽  
Adrian Nestor ◽  
Dan Nemrodov ◽  
Adam Frost ◽  
Matthias Niemeier

2019 ◽  
Author(s):  
Jaap Munneke ◽  
Johannes Fahrenfort ◽  
David Sutterer ◽  
Jan Theeuwes ◽  
Edward Awh

AbstractIt is well known that salient yet irrelevant singleton can capture attention, even when this is inconsistent with the current goals of the observer (Theeuwes, 1992; 2010). Others however have claimed that capture is critically contingent on the goals of the observer: Capture is strongly modulated (or even eliminated) when the irrelevant singleton does not match the target-defining properties (Folk, Remington, & Johnston, 1992). There has been a long-standing debate on whether attentional capture can be explained by goal-driven and/or stimulus-driven accounts. Here, we shed further light on this phenomenon by using EEG activity (raw EEG and alpha power) to provide a time-resolved index of attentional orienting. Participants searched for a target defined by a pre-specified color. The search display was preceded by a singleton cue that either matched the color of the upcoming target (contingent cues), or that appeared in an irrelevant color (non-contingent cues). Multivariate analysis of raw EEG and alpha power revealed preferential tuning to the location of both contingent and non-contingent cues, with a stronger bias towards contingent than non-contingent cues. The time course of these effects, however, depended on the neural signal. Raw EEG data revealed attentional orienting towards the cue early on in the trial (>156 ms), while alpha power revealed sustained spatial selection in the cued locations at a later moment in the trial (>250 ms). Moreover, while raw EEG showed stronger capture by contingent cues during this early time window, the advantage for contingent cues arose during a later time window in alpha band activity. Thus, our findings suggest that raw EEG activity and alpha-band power tap into distinct neural processes that index movements of covert spatial attention. Both signals provide clear neural evidence that both contingent and non-contingent cues can capture attention, and that this process is robustly shaped by the target-defining properties in the current block of trials.


1966 ◽  
Vol 24 ◽  
pp. 188-189
Author(s):  
T. J. Deeming

If we make a set of measurements, such as narrow-band or multicolour photo-electric measurements, which are designed to improve a scheme of classification, and in particular if they are designed to extend the number of dimensions of classification, i.e. the number of classification parameters, then some important problems of analytical procedure arise. First, it is important not to reproduce the errors of the classification scheme which we are trying to improve. Second, when trying to extend the number of dimensions of classification we have little or nothing with which to test the validity of the new parameters.Problems similar to these have occurred in other areas of scientific research (notably psychology and education) and the branch of Statistics called Multivariate Analysis has been developed to deal with them. The techniques of this subject are largely unknown to astronomers, but, if carefully applied, they should at the very least ensure that the astronomer gets the maximum amount of information out of his data and does not waste his time looking for information which is not there. More optimistically, these techniques are potentially capable of indicating the number of classification parameters necessary and giving specific formulas for computing them, as well as pinpointing those particular measurements which are most crucial for determining the classification parameters.


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