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1.
PLoS Comput Biol ; 20(2): e1011270, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38324613

ABSTRACT

CyVerse, the largest publicly-funded open-source research cyberinfrastructure for life sciences, has played a crucial role in advancing data-driven research since the 2010s. As the technology landscape evolved with the emergence of cloud computing platforms, machine learning and artificial intelligence (AI) applications, CyVerse has enabled access by providing interfaces, Software as a Service (SaaS), and cloud-native Infrastructure as Code (IaC) to leverage new technologies. CyVerse services enable researchers to integrate institutional and private computational resources, custom software, perform analyses, and publish data in accordance with open science principles. Over the past 13 years, CyVerse has registered more than 124,000 verified accounts from 160 countries and was used for over 1,600 peer-reviewed publications. Since 2011, 45,000 students and researchers have been trained to use CyVerse. The platform has been replicated and deployed in three countries outside the US, with additional private deployments on commercial clouds for US government agencies and multinational corporations. In this manuscript, we present a strategic blueprint for creating and managing SaaS cyberinfrastructure and IaC as free and open-source software.


Subject(s)
Artificial Intelligence , Software , Humans , Cloud Computing , Publishing
2.
Am J Speech Lang Pathol ; 29(2): 741-759, 2020 05 08.
Article in English | MEDLINE | ID: mdl-32330389

ABSTRACT

Purpose Limited evidence exists to guide the assessment and treatment of cognitive-communication disorders associated with right hemisphere stroke. The purpose of this study was to obtain information about speech-language pathologists' (SLPs') clinical practices and decision making for this population to understand what practices are being used and identify gaps in clinical practice. Method A survey was distributed via online ASHA Communities for the Special Interest Groups and other social media platforms. Respondents included 143 SLPs from across the United States representing 3-50 years of experience and a wide range of practice settings. Survey questions probed assessment practices including how tests are selected, what tests are used to diagnose specific deficits, and how confident SLPs were in their diagnoses. Treatment decisions were queried for a small set of disorders. Results SLPs routinely assess cognitive disorders using standardized tests. Communication disorders are less likely to be formally assessed. Three core right cerebral hemisphere deficits-anosognosia, aprosodia, and pragmatic deficits-are either not assessed or assessed only through observation by 80% of SLPs. Evidence-based treatments are commonly used for disorders of attention, awareness, and aprosodia. Conclusion Communication disorders are less likely to be formally assessed than cognitive disorders, creating a critical gap in care that cannot be filled by other allied health professionals. Suggestions for free or low-cost resources for evaluating pragmatics, prosody, and awareness are provided to aid SLPs in filling this gap. Supplemental Material https://doi.org/10.23641/asha.12159597.


Subject(s)
Communication Disorders , Speech-Language Pathology , Stroke , Adult , Communication Disorders/diagnosis , Communication Disorders/etiology , Communication Disorders/therapy , Humans , Speech Disorders , Stroke/complications , Stroke/diagnosis , Stroke/therapy , Surveys and Questionnaires , United States
3.
Stem Cell Reports ; 11(2): 325-333, 2018 08 14.
Article in English | MEDLINE | ID: mdl-29983388

ABSTRACT

Since hundreds of clinical trials are investigating the use of multipotent stromal cells (MSCs) for therapeutic purposes, effective delivery of the cells to target tissues is critical. We have found an unexplored mechanism, by which basic fibroblast growth factor (FGF2) induces expression of fucosyltransferase 8 (FUT8) to increase core fucosylations of N-linked glycans of membrane-associated proteins, including several integrin subunits. Gain- and loss-of-function experiments show that FUT8 is both necessary and sufficient to induce migration of MSCs. Silencing FUT8 also affects migration of MSCs in zebrafish embryos and a murine bone fracture model. Finally, we use in silico modeling to show that core fucosylations restrict the degrees of freedom of glycans on the integrin's surface, hence stabilizing glycans on a specific position. Altogether, we show a mechanism whereby FGF2 promotes migration of MSCs by modifying N-glycans. This work may help improve delivery of MSCs in therapeutic settings.


Subject(s)
Fibroblast Growth Factor 2/metabolism , Integrins/metabolism , Mesenchymal Stem Cells/cytology , Mesenchymal Stem Cells/metabolism , Polysaccharides/metabolism , Animals , Cell Movement/genetics , Fibroblast Growth Factor 2/chemistry , Gene Expression Profiling , Gene Expression Regulation , Glycosylation , Humans , Integrins/chemistry , Mice , Models, Molecular , Molecular Conformation , Polysaccharides/chemistry , Structure-Activity Relationship
4.
PLoS One ; 11(12): e0167119, 2016.
Article in English | MEDLINE | ID: mdl-27941977

ABSTRACT

Two experiments investigated competition between cues that predicted the correct target response to a target stimulus in a response conflict procedure using a flanker task. Subjects received trials with five-character arrays with a central target character and distractor flanker characters that matched (compatible) or did not match (incompatible) the central target. Subjects' expectancies for compatible and incompatible trials were manipulated by presenting pre-trial cues that signaled the occurrence of compatible or incompatible trials. On some trials, a single cue predicted the target stimulus and the required target response. On other trials, a second redundant, predictive cue was also present on such trials. The results showed an effect of competition between cues for control over strategic responding to the target stimuli, a finding that is predicted by associative learning theories. The finding of competition between pre-trial cues that predict incompatible trials, but not cues that predict compatible trials, suggests that different strategic processes may occur during adaptation to conflict when different kinds of trials are expected.


Subject(s)
Conflict, Psychological , Cues , Emotional Adjustment , Learning , Adult , Female , Humans , Male , Physical Stimulation , Psychomotor Performance , Reaction Time , Reproducibility of Results , Young Adult
5.
Cognition ; 125(3): 353-64, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22989871

ABSTRACT

The function of consciousness was explored in two contexts of audio-visual speech, cross-modal visual attention guidance and McGurk cross-modal integration. Experiments 1, 2, and 3 utilized a novel cueing paradigm in which two different flash suppressed lip-streams cooccured with speech sounds matching one of these streams. A visual target was then presented at either the audio-visually congruent or incongruent location. Target recognition differed for the congruent versus incongruent trials, and the nature of this difference depended on the probabilities of a target appearing at these respective locations. Thus, even though the lip-streams were never consciously perceived, they were nevertheless meaningfully integrated with the consciously perceived sounds, and participants learned to guide their attention according to statistical regularities between targets and these unconsciously perceived cross-modal cues. In Experiment 4, McGurk stimuli were presented in which the lip-streams were either flash suppressed (4a) or unsuppressed (4b), and the McGurk effect was found to vanish under conditions of flash suppression. Overall, these results suggest a simple yet fundamental principle regarding the function of consciousness in multisensory integration - cross-modal effects can occur in the absence of consciousness, but the influencing modality must be consciously perceived for its information to cross modalities.


Subject(s)
Consciousness/physiology , Speech Perception/physiology , Visual Perception/physiology , Acoustic Stimulation , Attention/physiology , Cues , Humans , Photic Stimulation
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