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1.
Proc Natl Acad Sci U S A ; 121(16): e2315958121, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38588427

ABSTRACT

The ability of neurons to rapidly remodel their synaptic structure and strength in response to neuronal activity is highly conserved across species and crucial for complex brain functions. However, mechanisms required to elicit and coordinate the acute, activity-dependent structural changes across synapses are not well understood, as neurodevelopment and structural plasticity are tightly linked. Here, using an RNAi screen in Drosophila against genes affecting nervous system functions in humans, we uncouple cellular processes important for synaptic plasticity and synapse development. We find mutations associated with neurodegenerative and mental health disorders are 2-times more likely to affect activity-induced synaptic remodeling than synapse development. We report that while both synapse development and activity-induced synaptic remodeling at the fly NMJ require macroautophagy (hereafter referred to as autophagy), bifurcation in the autophagy pathway differentially impacts development and synaptic plasticity. We demonstrate that neuronal activity enhances autophagy activation but diminishes degradative autophagy, thereby driving the pathway towards autophagy-based secretion. Presynaptic knockdown of Snap29, Sec22, or Rab8, proteins implicated in the secretory autophagy pathway, is sufficient to abolish activity-induced synaptic remodeling. This study uncovers secretory autophagy as a transsynaptic signaling mechanism modulating synaptic plasticity.


Subject(s)
Drosophila Proteins , Neuromuscular Junction , Animals , Humans , Neuromuscular Junction/metabolism , Synapses/metabolism , Drosophila/physiology , Neurons/metabolism , Autophagy/genetics , Neuronal Plasticity/genetics , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Synaptic Transmission/physiology , GTP Phosphohydrolases/metabolism
2.
BMC Psychiatry ; 21(1): 373, 2021 07 26.
Article in English | MEDLINE | ID: mdl-34311714

ABSTRACT

BACKGROUND: Sleep disruption is pervasive in people with schizophrenia, but few studies have explored their sleep experiences. This study aims to identify factors relevant to sleep problems and explore coping methods used by community-dwelling people with schizophrenia. METHODS: Eighteen participants with schizophrenia were recruited from three mental health centers in Taiwan. They completed a semi-structured interview and the Pittsburgh Sleep Quality Index (PSQI) assessment. The Person-Environment-Occupation model offered a framework to assess factors related to sleep. Thematic analysis was used for the qualitative data analysis. RESULTS: Factors related to sleep were classified under person, environment, and occupation domains. The person domain included three subthemes: psychiatric symptoms, unpleasant emotions, and frustration about sleep. The environment domain included three subthemes: sensory intrusions from the environment, quality of bedding, and roommates. The occupation domain included sleep interruption and sleep preparation. There were notable discrepancies in sleep quality between the participants' narratives and their PSQI global scores. Regarding coping methods for poor sleep, sleep medication was the primary strategy while some participants also used other strategies, such as modifying the environment, adjusting routines, or engaging in activities that improve sleep quality. CONCLUSIONS: Psychiatric symptoms and nightmares were identified as unique sleep disruptions in people with schizophrenia, and poor economic status was also found to impact their sleep. The sleep quality of people with schizophrenia tends to be poor, as identified by the PSQI, even though they may have positive perceptions of their sleep quality. Our participants appeared to prefer to take hypnotics to address their sleep problems, which may be due to limited knowledge about alternatives. Mental health professionals are encouraged to receive training in the application of non-pharmacological approaches to support their clients' issues related to sleep.


Subject(s)
Schizophrenia , Sleep Initiation and Maintenance Disorders , Adaptation, Psychological , Humans , Schizophrenia/complications , Sleep , Taiwan
3.
BMC Psychiatry ; 21(1): 154, 2021 03 16.
Article in English | MEDLINE | ID: mdl-33726694

ABSTRACT

BACKGROUND: The experiences of professionals in well-established recovery-oriented programs are valuable for professionals in similar practice settings. This study explored professionals' experiences with providing recovery-oriented services in community psychiatric rehabilitation organizations. METHODS: Semi-structured interviews were conducted with 14 professionals from five recovery-oriented psychiatric rehabilitation organizations in Taiwan. The interviews were recorded and transcribed verbatim. Thematic analysis was used for the qualitative data analysis. RESULTS: The analyses documented three main themes with 13 subthemes. Recovery-oriented service implementation included seven subthemes: Enabling clients to set their own goals and make decisions, using a strengths-based approach, establishing partnerships with clients, improving individuals' self-acceptance, encouraging community participation, seeking family, peer, and organizational support, and building team collaboration. Problems with implementing recovery-oriented services included limited policy and organizational support, a lack of understanding of recovery among professionals, stigma, clients' lack of motivation or self-confidence in their own ability to achieve recovery, and passive or overprotective family members. Strategies to resolve implementation problems included policy changes and organizational support, improving the recovery competence and confidence of professionals, and family and public education. CONCLUSIONS: To date, this is the first known study examining the perspectives of mental health professionals who have experience implementing recovery-oriented services in Asia. The participants identified family collaboration, anti-stigma efforts, and changes in policy and attitudes as critical to successful implementation and delivery of recovery-oriented services.


Subject(s)
Health Personnel , Mental Disorders , Asia , Humans , Mental Disorders/therapy , Peer Group , Qualitative Research , Taiwan
4.
Childs Nerv Syst ; 37(2): 435-446, 2021 02.
Article in English | MEDLINE | ID: mdl-32705327

ABSTRACT

PURPOSE: Proton beam therapy (PBT) is now well established for the treatment of certain pediatric brain tumors. The intrinsic properties of PBT are known to reduce long-term negative effects of photon radiotherapy (PRT). To better understand the intracranial effects of PBT, we analyzed the longitudinal imaging changes in a cohort of children with brain tumors treated by PBT with clinical and radiotherapy dose correlations. MATERIALS AND METHODS: Retrospective imaging review of 46 patients from our hospital with brain tumors treated by PBT. The imaging findings were correlated with clinical and dose parameters. RESULTS: Imaging changes were assessed by reviewing serial magnetic resonance imaging (MRI) scans following PBT over a follow-up period ranging from 1 month to 7 years. Imaging changes were observed in 23 patients undergoing PBT and categorized as pseudoprogression (10 patients, 43%), white matter changes (6 patients, 23%), parenchymal atrophy (6 patients, 23%), and cerebral large vessel arteriopathy (5 patients, 25%). Three patients had more than one type of imaging change. Clinical symptoms attributable to PBT were observed in 13 (28%) patients. CONCLUSION: In accordance with published literature, we found evidence of varied intracranial imaging changes in pediatric brain tumor patients treated with PBT. There was a higher incidence (10%) of large vessel cerebral arteriopathy in our cohort than previously described in the literature. Twenty-eight percent of patients had clinical sequelae as a result of these changes, particularly in the large vessel arteriopathy subgroup, arguing the need for angiographic and perfusion surveillance to pre-empt any morbidities and offer potential neuro-protection.


Subject(s)
Brain Neoplasms , Proton Therapy , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/radiotherapy , Child , Cohort Studies , Humans , Neuroimaging , Proton Therapy/adverse effects , Retrospective Studies
5.
Sensors (Basel) ; 21(2)2021 Jan 15.
Article in English | MEDLINE | ID: mdl-33467542

ABSTRACT

Source signals often contain various hidden waveforms, which further provide precious information. Therefore, detecting and capturing these waveforms is very important. For signal decomposition (SD), discrete Fourier transform (DFT) and empirical mode decomposition (EMD) are two main tools. They both can easily decompose any source signal into different components. DFT is based on Cosine functions; EMD is based on a collection of intrinsic mode functions (IMFs). With the help of Cosine functions and IMFs respectively, DFT and EMD can extract additional information from sensed signals. However, due to a considerably finite frequency resolution, EMD easily causes frequency mixing. Although DFT has a larger frequency resolution than EMD, its resolution is also finite. To effectively detect and capture hidden waveforms, we use an optimization algorithm, differential evolution (DE), to decompose. The technique is called SD by DE (SDDE). In contrast, SDDE has an infinite frequency resolution, and hence it has the opportunity to exactly decompose. Our proposed SDDE approach is the first tool of directly applying an optimization algorithm to signal decomposition in which the main components of source signals can be determined. For source signals from four combinations of three periodic waves, our experimental results in the absence of noise show that the proposed SDDE approach can exactly or almost exactly determine their corresponding separate components. Even in the presence of white noise, our proposed SDDE approach is still able to determine the main components. However, DFT usually generates spurious main components; EMD cannot decompose well and is easily affected by white noise. According to the superior experimental performance, our proposed SDDE approach can be widely used in the future to explore various signals for more valuable information.

6.
Am J Occup Ther ; 74(4): 7404205110p1-7404205110p10, 2020.
Article in English | MEDLINE | ID: mdl-32602450

ABSTRACT

IMPORTANCE: Most recovery programs have been developed in Western countries. This study explores the cultural adaptation of a recovery program to a non-Western country. OBJECTIVE: To test the feasibility of a recovery group developed for people with mental illness in Taiwan. DESIGN: Mixed-methods feasibility study. SETTING: Community psychiatric rehabilitation center in southern Taiwan. PARTICIPANTS: Twenty-four people with mental illness living in the community. INTERVENTION: The authors designed a recovery group based on the Pathways to Recovery program and the mental health recovery literature. The curriculum included two phases: recovery profile and recovery plan. The group gathered for a 1-hr session once a week for 18 wk. OUTCOMES AND MEASURES: Outcomes were assessed preintervention, mid-intervention, and postintervention. Data collected included Stages of Recovery Scale (SRS) scores, course assessments, and course discussions. RESULTS: Most participants were satisfied with the recovery program and its implementation. Scores on the Social Functioning/Role Performance subscale of the SRS showed a medium to large effect size (r = .36) for the Recovery Stage 1-3 subsample (n = 16). CONCLUSION AND RELEVANCE: This study affirmed the feasibility of a recovery group for people with mental illness in Taiwan. Prospective randomized controlled trials should be used to verify recovery groups' effectiveness. WHAT THIS ARTICLE ADDS: Recovery programs tailored to people with mental illness in non-Western countries may need more examples and longer sessions to enable participants to fully understand and implement the concepts of recovery.


Subject(s)
Mental Disorders , Feasibility Studies , Humans , Prospective Studies , Social Adjustment , Taiwan
7.
Molecules ; 23(4)2018 Apr 15.
Article in English | MEDLINE | ID: mdl-29662033

ABSTRACT

The skin permeability (Kp) defines the rate of a chemical penetrating across the stratum corneum. This value is widely used to quantitatively describe the transport of molecules in the outermost layer of epidermal skin and indicate the significance of skin absorption. This study defined a Kp quantitative structure-activity relationship (QSAR) based on 106 chemical substances of Kp measured using human skin and interpreted the molecular interactions underlying transport behavior of small molecules in the stratum corneum. The Kp QSAR developed in this study identified four molecular descriptors that described the molecular cyclicity in the molecule reflecting local geometrical environments, topological distances between pairs of oxygen and chlorine atoms, lipophilicity, and similarity to antineoplastics in molecular properties. This Kp QSAR considered the octanol-water partition coefficient to be a direct influence on transdermal movement of molecules. Moreover, the Kp QSAR identified a sub-domain of molecular properties initially defined to describe the antineoplastic resemblance of a compound as a significant factor in affecting transdermal permeation of solutes. This finding suggests that the influence of molecular size on the chemical's skin-permeating capability should be interpreted with other relevant physicochemical properties rather than being represented by molecular weight alone.


Subject(s)
Quantitative Structure-Activity Relationship , Skin Absorption , Skin/metabolism , Analysis of Variance , Antineoplastic Agents/pharmacology , Biological Transport/drug effects , Humans , Models, Biological , Reproducibility of Results , Skin/drug effects , Skin Absorption/drug effects
8.
Autophagy ; : 1-3, 2024 Jun 30.
Article in English | MEDLINE | ID: mdl-38899624

ABSTRACT

When exposed to new experiences or changes in the environment, neurons rapidly remodel their synaptic structure and function in a process called activity-induced synaptic remodeling. This process is necessary for transforming transient experiences into stable, lasting memories. The molecular mechanisms underlying acute, activity-dependent synaptic changes are not well understood, partly because processes regulating synaptic plasticity and neurodevelopment are intricately linked. By using an RNAi screen in Drosophila targeting genes associated with human nervous system function, we found that while macroautophagy (referred to as autophagy) is fundamental for both synapse development and synaptic plasticity, activity-induced synaptic remodeling does not rely on genes associated with lysosomal degradation. These findings suggest a requirement for the unconventional secretory autophagy pathway in regulating synaptic plasticity, wherein autophagosomes, instead of fusing with lysosomes for degradation, fuse with the plasma membrane to release their contents extracellularly. To test this hypothesis, we knocked down Sec22, Snap29, and Rab8, molecular components required for secretory autophagy, all of which disrupted structural and functional plasticity. Additionally, by monitoring autophagy, we demonstrated that neuronal activity suppresses degradative autophagy to shift the pathway toward secretory autophagy release. Our work unveils secretory autophagy as a novel trans-synaptic signaling mechanism crucial for activity-induced synaptic remodeling.

9.
J Appl Res Intellect Disabil ; 26(4): 319-34, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23589506

ABSTRACT

BACKGROUND: This study examines the efficacy of a staff-led, health promotion intervention entitled HealthMatters Program: Train-the-Trainer Model to improve health among adults with intellectual disabilities. While data support the benefits of health promotion for adults with intellectual disabilities in controlled settings, little research documents strategies to improve health and health behaviours in settings in which people work and live. METHODS: Thirty-four staff in community-based organizations (CBOs) participated in an 8-h training to start a 12-week health promotion programme for clients with intellectual disabilities. Participants with intellectual disabilities (n = 67; aged 30 and older) were randomized into an intervention (12-week exercise and health education programme) or control group. RESULTS: Intervention group showed significant improvements in health status, knowledge, self-efficacy, and fitness. CONCLUSION: Results support the efficacy of a HealthMatters Program in CBOs to improve health among adults with intellectual disabilities. A need exists for CBOs to include health promotion in their mission and vision statement and job descriptions.


Subject(s)
Health Behavior , Health Personnel/education , Health Promotion/methods , Intellectual Disability/rehabilitation , Models, Psychological , Adult , Community Networks , Female , Health Personnel/psychology , Humans , Male , Middle Aged , Risk Reduction Behavior , Self Efficacy , Treatment Outcome
10.
bioRxiv ; 2023 Oct 06.
Article in English | MEDLINE | ID: mdl-38328055

ABSTRACT

The ability of neurons to rapidly remodel their synaptic structure and strength in response to neuronal activity is highly conserved across species and crucial for complex brain functions. However, mechanisms required to elicit and coordinate the acute, activity-dependent structural changes across synapses are not well understood. Here, using an RNAi screen in Drosophila against genes affecting nervous system functions in humans, we uncouple cellular processes important for synaptic plasticity from synapse development. We find mutations associated with neurodegenerative and mental health disorders are 2-times more likely to affect activity-induced synaptic remodeling than synapse development. We further demonstrate that neuronal activity stimulates autophagy activation but diminishes degradative autophagy, thereby driving the pathway towards autophagy-based secretion. Presynaptic knockdown of Snap29, Sec22, or Rab8, proteins implicated in the secretory autophagy pathway, is sufficient to abolish activity-induced synaptic remodeling. This study uncovers secretory autophagy as a novel trans-synaptic signaling mechanism modulating structural plasticity.

11.
Br J Radiol ; 96(1146): 20230058, 2023 Jun 01.
Article in English | MEDLINE | ID: mdl-37102707

ABSTRACT

OBJECTIVES: To identify variables predicting interfractional anatomical variations measured with cone-beam CT (CBCT) throughout abdominal paediatric radiotherapy, and to assess the potential of surface-guided radiotherapy (SGRT) to monitor these changes. METHODS: Metrics of variation in gastrointestinal (GI) gas volume and separation of the body contour and abdominal wall were calculated from 21 planning CTs and 77 weekly CBCTs for 21 abdominal neuroblastoma patients (median 4 years, range: 2 - 19 years). Age, sex, feeding tubes, and general anaesthesia (GA) were explored as predictive variables for anatomical variation. Furthermore, GI gas variation was correlated with changes in body and abdominal wall separation, as well as simulated SGRT metrics of translational and rotational corrections between CT/CBCT. RESULTS: GI gas volumes varied 74 ± 54 ml across all scans, while body and abdominal wall separation varied 2.0 ± 0.7 mm and 4.1 ± 1.5 mm from planning, respectively. Patients < 3.5 years (p = 0.04) and treated under GA (p < 0.01) experienced greater GI gas variation; GA was the strongest predictor in multivariate analysis (p < 0.01). Absence of feeding tubes was linked to greater body contour variation (p = 0.03). GI gas variation correlated with body (R = 0.53) and abdominal wall (R = 0.63) changes. The strongest correlations with SGRT metrics were found for anterior-posterior translation (R = 0.65) and rotation of the left-right axis (R = -0.36). CONCLUSIONS: Young age, GA, and absence of feeding tubes were linked to stronger interfractional anatomical variation and are likely indicative of patients benefiting from adaptive/robust planning pathways. Our data suggest a role for SGRT to inform the need for CBCT at each treatment fraction in this patient group. ADVANCES IN KNOWLEDGE: This is the first study to suggest the potential role of SGRT for the management of internal interfractional anatomical variation in paediatric abdominal radiotherapy.


Subject(s)
Radiotherapy, Image-Guided , Humans , Child , Radiotherapy, Image-Guided/methods , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/methods , Abdomen/diagnostic imaging , Cone-Beam Computed Tomography/methods
12.
Lancet Diabetes Endocrinol ; 11(9): 694-706, 2023 09.
Article in English | MEDLINE | ID: mdl-37549682

ABSTRACT

Although rare, craniopharyngiomas constitute up to 80% of tumours in the hypothalamic-pituitary region in childhood. Despite being benign, the close proximity of these tumours to the visual pathways, hypothalamus, and pituitary gland means that both treatment of the tumour and the tumour itself can cause pronounced long-term neuroendocrine morbidity against a background of high overall survival. To date, the optimal management strategy for these tumours remains undefined, with practice varying between centres. In light of these discrepancies, as part of a national endeavour to create evidence-based and consensus-based guidance for the management of rare paediatric endocrine tumours in the UK, we aimed to develop guidelines, which are presented in this Review. These guidelines were developed under the auspices of the UK Children's Cancer and Leukaemia Group and the British Society for Paediatric Endocrinology and Diabetes, with the oversight and endorsement of the Royal College of Paediatrics and Child Health using Appraisal of Guidelines for Research & Evaluation II methodology to standardise care for children and young people with craniopharyngiomas.


Subject(s)
Craniopharyngioma , Pituitary Neoplasms , Child , Humans , Adolescent , Craniopharyngioma/diagnosis , Craniopharyngioma/therapy , Pituitary Neoplasms/diagnosis , Pituitary Neoplasms/therapy , Hypothalamus , Morbidity , United Kingdom
13.
Bioinformatics ; 27(18): 2586-94, 2011 Sep 15.
Article in English | MEDLINE | ID: mdl-21685052

ABSTRACT

MOTIVATION: Gene normalization (GN) is the task of normalizing a textual gene mention to a unique gene database ID. Traditional top performing GN systems usually need to consider several constraints to make decisions in the normalization process, including filtering out false positives, or disambiguating an ambiguous gene mention, to improve system performance. However, these constraints are usually executed in several separate stages and cannot use each other's input/output interactively. In this article, we propose a novel approach that employs a Markov logic network (MLN) to model the constraints used in the GN task. Firstly, we show how various constraints can be formulated and combined in an MLN. Secondly, we are the first to apply the two main concepts of co-reference resolution-discourse salience in centering theory and transitivity-to GN models. Furthermore, to make our results more relevant to developers of information extraction applications, we adopt the instance-based precision/recall/F-measure (PRF) in addition to the article-wide PRF to assess system performance. RESULTS: Experimental results show that our system outperforms baseline and state-of-the-art systems under two evaluation schemes. Through further analysis, we have found several unexplored challenges in the GN task. CONTACT: hongjie@iis.sinica.edu.tw SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Data Mining/methods , Databases, Genetic , Markov Chains , Genes , Humans , Software
14.
Disabil Rehabil ; 44(17): 4879-4887, 2022 08.
Article in English | MEDLINE | ID: mdl-33896304

ABSTRACT

PURPOSE: The purposes of this study were to develop a new measure, the Facilitators and Barriers to Physical Activity Scale for People with Mental Illness (FBPAS-MI) and to validate the psychometrics. METHODS: This study included two phases. In Phase I, a literature review and five focus groups were conducted to develop an item bank. Then, expert consultation and cognitive interviews were used for content validity. In Phase II, 147 participants with severe mental illness were recruited from 10 community-based psychiatric rehabilitation centers in Taiwan to examine the psychometrics. Principal axis factoring method with direct oblique rotation was used to identify the underlying constructs of FBPAS-MI. Concurrent validity, internal consistency and test-retest reliability were examined. RESULTS: The results revealed five domains in the facilitator subscale (15 items) and two domains in the barrier subscale (11 items). Both subscales showed satisfactory internal consistency (all Cronbach's α >0.80); the concurrent validity and test-retest reliability were established. CONCLUSIONS AND IMPLICATIONS OF PRACTICE: This study confirmed that the FBPAS-MI is a valid and reliable scale to understand perceived facilitators and barriers to physical activity for severe mental illness. The FBPAS-MI can provide useful information in the development of individualized health promotion program for this population.Implications for RehabilitationThe Facilitators and Barriers to Physical Activity Scale for People with Mental Illness (i.e., FBPAS-MI) is a valid and reliable assessment to examine key factors affecting physical activity participation among people with severe mental illness.Psychiatric rehabilitation practitioners could use the FBPAS-MI to help develop and tailor individualized physical activity promotion programs based on identified facilitators and barriers to activity.


Subject(s)
Mental Disorders , Exercise , Humans , Mental Disorders/psychology , Psychometrics , Reproducibility of Results , Surveys and Questionnaires , Taiwan
15.
J Cell Biol ; 220(12)2021 12 06.
Article in English | MEDLINE | ID: mdl-34596663

ABSTRACT

Neurons use multiple modes of endocytosis, including clathrin-mediated endocytosis (CME) and activity-dependent bulk endocytosis (ADBE), during mild and intense neuronal activity, respectively, to maintain stable neurotransmission. While molecular players modulating CME are well characterized, factors regulating ADBE and mechanisms coordinating CME and ADBE activations remain poorly understood. Here we report that Minibrain/DYRK1A (Mnb), a kinase mutated in autism and up-regulated in Down's syndrome, plays a novel role in suppressing ADBE. We demonstrate that Mnb, together with calcineurin, delicately coordinates CME and ADBE by controlling the phosphoinositol phosphatase activity of synaptojanin (Synj) during varying synaptic demands. Functional domain analyses reveal that Synj's 5'-phosphoinositol phosphatase activity suppresses ADBE, while SAC1 activity is required for efficient ADBE. Consequently, Parkinson's disease mutation in Synj's SAC1 domain impairs ADBE. These data identify Mnb and Synj as novel regulators of ADBE and further indicate that CME and ADBE are differentially governed by Synj's dual phosphatase domains.


Subject(s)
Calcineurin/metabolism , Drosophila Proteins/metabolism , Drosophila melanogaster/cytology , Drosophila melanogaster/metabolism , Endocytosis , Nerve Tissue Proteins/metabolism , Phosphoric Monoester Hydrolases/metabolism , Protein Serine-Threonine Kinases/metabolism , Animals , Clathrin/metabolism , Neurons/metabolism , Phosphorylation , Phosphoserine/metabolism
16.
Neuropsychiatr Dis Treat ; 16: 2181-2190, 2020.
Article in English | MEDLINE | ID: mdl-33061389

ABSTRACT

INTRODUCTION: Despite the highly prevailing rate of sensory over-responsivity, problem behaviors, and anxiety among emerging adults with autism spectrum disorder (ASD), little is known about the nature of their experiences. While previous studies have indicated potential relationships among these conditions, their connections still need to be clarified. This study aimed to examine the relationships between sensory over-responsivity, problem behaviors, and anxiety. METHODS: Fifty-seven emerging adults with ASD (Mage = 21.4, SD = 2.5; males = 80.7%) were recruited. The Adult Sensory Profile - Chinese version, Problem Behavior Scale of Scales of Independent Behavior - Revised, and Generalized Anxiety Disorder-7 - Chinese version (GAD-7) were used. RESULTS: The percentage of emerging adults with ASD who scored more than most people in the two quadrants were sensation sensitivity = 33.3% and sensation avoiding = 26.3%. Approximately 66.7%, 27.5%, and 50.9% of participants had internalizing behaviors, externalizing behaviors, and asocial behaviors, respectively. Approximately, 64.9% of the participants scored on or above the cut-off score of 6 on the GAD-7. Sensation sensitivity and sensation avoiding were significantly correlated to problem behaviors; and anxiety was a mediating variable that accounts for the relationships between sensory over-responsivity and problem behaviors. CONCLUSION: These results indicated that emerging adults with ASD showing problem behaviors might also report more exaggerated responses toward sensory inputs and experience more anxiety symptoms. The results indicate that sensory over-responsivity, problem behaviors, and anxiety may have common underlying mechanisms. Findings can be useful to understand the impacts of such difficulties for emerging adults with ASD.

17.
BMC Bioinformatics ; 10 Suppl 15: S9, 2009 Dec 03.
Article in English | MEDLINE | ID: mdl-19958519

ABSTRACT

BACKGROUND: The genetic factors leading to hypertension have been extensively studied, and large numbers of research papers have been published on the subject. One of hypertension researchers' primary research tasks is to locate key hypertension-related genes in abstracts. However, gathering such information with existing tools is not easy: (1) Searching for articles often returns far too many hits to browse through. (2) The search results do not highlight the hypertension-related genes discovered in the abstract. (3) Even though some text mining services mark up gene names in the abstract, the key genes investigated in a paper are still not distinguished from other genes. To facilitate the information gathering process for hypertension researchers, one solution would be to extract the key hypertension-related genes in each abstract. Three major tasks are involved in the construction of this system: (1) gene and hypertension named entity recognition, (2) section categorization, and (3) gene-hypertension relation extraction. RESULTS: We first compare the retrieval performance achieved by individually adding template features and position features to the baseline system. Then, the combination of both is examined. We found that using position features can almost double the original AUC score (0.8140 vs.0.4936) of the baseline system. However, adding template features only results in marginal improvement (0.0197). Including both improves AUC to 0.8184, indicating that these two sets of features are complementary, and do not have overlapping effects. We then examine the performance in a different domain--diabetes, and the result shows a satisfactory AUC of 0.83. CONCLUSION: Our approach successfully exploits template features to recognize true hypertension-related gene mentions and position features to distinguish key genes from other related genes. Templates are automatically generated and checked by biologists to minimize labor costs. Our approach integrates the advantages of machine learning models and pattern matching. To the best of our knowledge, this the first systematic study of extracting hypertension-related genes and the first attempt to create a hypertension-gene relation corpus based on the GAD database. Furthermore, our paper proposes and tests novel features for extracting key hypertension genes, such as relative position, section, and template features, which could also be applied to key-gene extraction for other diseases.


Subject(s)
Computational Biology/methods , Data Mining/methods , Hypertension/genetics , Software , Databases, Factual , Entropy , Genes , PubMed
18.
Workplace Health Saf ; 67(8): 423-435, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31007138

ABSTRACT

The health status and health behaviors among support staff providing daily support for people with intellectual and developmental disabilities (IDD-SS) in community-based organizations (CBOs) have not been systematically studied. This study examined the health impact of IDD-SS workers who participated in a HealthMatters Program: Train-the-Trainer Certified Instructor Workshop followed by implementing a 12-week HealthMatters Program for people with intellectual and developmental disabilities (IDD) that they care for as part of their employment. A total of 48 IDD-SS were enrolled into either an intervention (n = 28) or control group (n = 20). IDD-SS in the intervention group received an 8-hour HealthMatters Program: Train-the-Trainer Workshop immediately prior to teaching a 12-week HealthMatters Program for people with IDD. Assessments were conducted with IDD-SS before and after completing the 12-week HealthMatters Program to evaluate whether IDD-SS experienced any benefit of the training and teaching the program on their own health and health behaviors. Relative to the control group, the IDD-SS in the intervention group showed significant improvements in social/environmental supports for nutrition (F = 4.92, p = .032), exercise outcome expectations (F = 6.58, p = .014), nutrition outcome expectations (F = 8.87, p = .005), fruit and vegetable intake (F = 13.62, p = .001), knowledge of fruit and vegetable intake recommendations (F = 11.25, p = .002), and stages of change for eating fruits and vegetables (F = 6.86, p = .012). Results demonstrated that IDD-SS benefited from the health education programming. Findings support the need to develop programs and organizational policies for health promotion activities for direct care staff.


Subject(s)
Developmental Disabilities/therapy , Health Behavior , Health Personnel/psychology , Teacher Training/methods , Adult , Developmental Disabilities/psychology , Female , Health Personnel/education , Health Personnel/standards , Health Promotion/methods , Health Status , Humans , Male , Middle Aged , Program Evaluation/methods
19.
Sci Rep ; 8(1): 12669, 2018 08 23.
Article in English | MEDLINE | ID: mdl-30140062

ABSTRACT

Photoreceptor (PR) axons project from the retina to the optic lobe in brain and form a precise retinotopic map in the Drosophila visual system. Yet the role of retinal basal glia in the retinotopic map formation is not previously known. We examined the formation of the retinotopic map by marking single PR pairs and following their axonal projections. In addition to confirming previous studies that the spatial information is preserved from the retina to the optic stalk and then to the optic lamina, we found that the young PR R3/4 axons transiently overshoot and then retract to their final destination, the lamina plexus. We then examined the process of wrapping glia (WG) membrane extension in the eye disc and showed that the WG membrane extensions also follow the retinotopic map. We show that the WG is important for the proper spatial distribution of PR axons in the optic stalk and lamina, suggesting an active role of wrapping glia in the retinotopic map formation.


Subject(s)
Axons/ultrastructure , Drosophila melanogaster , Neuroglia , Optic Disk/ultrastructure , Optic Lobe, Nonmammalian/ultrastructure , Photoreceptor Cells, Invertebrate/ultrastructure , Animals , Drosophila melanogaster/physiology , Drosophila melanogaster/ultrastructure , Microscopy, Confocal/methods , Microscopy, Electron, Transmission/methods , Neuroglia/physiology , Neuroglia/ultrastructure , Photoreceptor Cells, Invertebrate/cytology
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