Miracle-dz/UniFAR-FTUs huggingface dataset:
De novo learning versus adaptation of continuous control in a manual tracking task

How do people learn to perform tasks that require continuous adjustments of motor output, like riding a bicycle? People rely heavily on cognitive strategies when learning discrete movement tasks, but such time-consuming strategies are infeasible in continuous control tasks that demand rapid responses to ongoing sensory feedback. To understand how people can learn to perform such tasks without the benefit of cognitive strategies, we imposed a rotation/mirror reversal of visual feedback while participants performed a continuous tracking task. We analyzed behavior using a system identification approach, which revealed two qualitatively different components of learning: adaptation of a baseline controller and formation of a new, task-specific continuous controller. These components exhibited different signatures in the frequency domain and were differentially engaged under the rotation/mirror reversal. Our results demonstrate that people can rapidly build a new continuous controller de novo and can simultaneously deploy this process with adaptation of an existing controller.
Effects of maternal gestational diet, with or without methionine, on muscle transcriptome of Bos indicus-influenced beef calves following a vaccine-induced immunological challenge

Maternal nutrition during gestation can cause epigenetic effects that translate to alterations in gene expression in offspring. This 2-year study employed RNA-sequencing technology to evaluate the pre- and post-vaccination muscle transcriptome of early-weaned Bos indicus-influenced beef calves born from dams offered different supplementation strategies from 57 ± 5 d prepartum until 17 ± 5 d postpartum. Seventy-two Brangus heifers (36 heifers/yr) were stratified by body weight and body condition score and assigned to bahiagrass pastures (3 heifers/pasture/yr). Treatments were randomly assigned to pastures and consisted of (i) no pre- or postpartum supplementation (NOSUP), (ii) pre- and postpartum supplementation of protein and energy using 7.2 kg of dry matter/heifer/wk of molasses + urea (MOL), or (iii) MOL fortified with 105 g/heifer/wk of methionine hydroxy analog (MOLMET). Calves were weaned on d 147 of the study. On d 154, 24 calves/yr (8 calves/treatment) were randomly selected and individually limit-fed a high-concentrate diet until d 201. Calves were vaccinated on d 160. Muscle biopsies were collected from the same calves (4 calves/treatment/day/yr) on d 154 (pre-vaccination) and 201 (post-vaccination) for gene expression analysis using RNA sequencing. Molasses maternal supplementation led to a downregulation of genes associated with muscle cell differentiation and development along with intracellular signaling pathways (e.g., Wnt and TGF-β signaling pathway) compared to no maternal supplementation. Maternal fortification with methionine altered functional gene-sets involved in amino acid transport and metabolism and the one-carbon cycle. In addition, muscle transcriptome was impacted by vaccination with a total of 2,396 differentially expressed genes (FDR ≤ 0.05) on d 201 vs. d 154. Genes involved in cell cycle progression, extracellular matrix, and collagen formation were upregulated after vaccination. This study demonstrated that maternal supplementation of energy and protein, with or without, methionine has long-term implications on the muscle transcriptome of offspring and potentially influence postnatal muscle development.
Novel tigecycline resistance mechanisms in Acinetobacter baumannii mediated by mutations in adeS, rpoB and rrf

ABSTRACT Acinetobacter baumannii is an important pathogen in hospital acquired infections. Although tigecycline currently remains a potent antibiotic for treating infections caused by multidrug resistant A. baumannii (MDRAB) strains, reports of tigecycline resistant isolates have substantially increased. The resistance mechanisms to tigecycline in A. baumannii are far more complicated and diverse than what has been described in the literature so far. Here, we characterize in vitro-selected MDRAB strains obtained by increasing concentrations of tigecycline. We have identiﬁed mutations in adeS, rrf and rpoB that result in reduced susceptibility to tigecycline. Using in situ complementation experiments, we confirm that mutations in rrf, rpoB, and two types of mutations in adeS correlate with tigecycline resistance. By Western blot and polysome profile analysis, we demonstrate that the rrf mutation results in decreased expression of RRF, which affects the process of ribosome recycling ultimately leading to increased tigecycline tolerance. A transcriptional analysis shows that the mutated rpoB gene plays a role in regulating the expression of the SAM-dependent methyltransferase (trm) and transcriptional regulators, to confer moderate tigecycline resistance. This study provides direct in vitro evidence that mutations in the adeS, rpoB and rrf are associated with tigecycline resistance in A. baumannii.
Peripheral artery disease and clinical outcomes in patients with atrial fibrillation: A systematic review and meta‐analysis

Atrial fibrillation (AF) is the most common cardiac rhythm disturbance and leads to morbidity and mortality. Peripheral artery disease (PAD) is associated with atherosclerotic risk factors and always classified as a vascular disease and deemed to be a bad complication of AF. In patients with AF, the risk and prognostic value of PAD have not been estimated comprehensively.
Usability and Acceptance of the Embodied Conversational Agent Anne by People With Dementia and Their Caregivers: Exploratory Study in Home Environment Settings

Background Information and communication technologies are tools that are able to support cognitive functions, monitor health and movements, provide reminders to maintain residual memory abilities, and promote social support, especially among patients with dementia. Among these technologies, embodied conversational agents (ECAs) are seen as screen-based entities designed to stimulate human face-to-face conversation skills, allowing for natural human-machine interaction. Unfortunately, the evidence that such agents deliver care benefits in supporting people affected by dementia and their caregivers has not yet been well studied. Therefore, research in this area is essential for the entire scientific community. Objective This study aims to evaluate the usability and acceptability of the virtual agent Anne by people living with dementia. The study is also designed to assess the ability of target users to use the system independently and receive valuable information from it. Methods We conducted a 4-week trial that involved 20 older adults living with dementia and 14 family caregivers in home environment settings in Italy. This study used a mixed methods approach, balancing quantitative and qualitative instruments to gather data from users. Telemetry data were also collected. Results Older users were particularly engaged in providing significant responses and participating in system improvements. Some of them clearly discussed how technical problems related to speech recognition had a negative impact on the intention to use, adaptiveness, usefulness, and trust. Moreover, the usability of the system achieved an encouraging score, and half of the sample recognized a role of the agent Anne. This study confirms that the quality of automatic speech recognition and synthesis is still a technical issue and has room for improvement, whereas the touch screen modality is almost stable and positively used by patients with dementia. Conclusions This study demonstrated the ability of target users to use the system independently in their home environment; overall, the involved participants shared good engagement with the system, approaching the virtual agents as a companion able to support memory and enjoyment needs. Therefore, this research provides data that sustain the use of ECAs as future eHealth systems that are able to address the basic and higher-level needs of people living with dementia. This specific field of research is novel and poorly discussed in the scientific community. This could be because of its novelty, yet there is an urgent need to strengthen data, research, and innovation to accelerate the implementation of ECAs as a future method to offer nonpharmacological support to community-dwelling people with dementia.
Need for Contraceptive Services Among Women of Reproductive Age — 45 Jurisdictions, United States, 2017–2019

Ensuring access to contraceptive services is an important strategy for preventing unintended pregnancies, which account for nearly one half of all U.S. pregnancies (1) and are associated with adverse maternal and infant health outcomes (2). Equitable, person-centered contraceptive access is also important to ensure reproductive autonomy (3). Behavioral Risk Factor Surveillance System (BRFSS) data collected during 2017-2019 were used to estimate the proportion of women aged 18-49 years who were at risk for unintended pregnancy* and had ongoing or potential need for contraceptive services. † During 2017-2019, in the 45 jurisdictions§ from which data were collected, 76.2% of women aged 18-49 years were considered to be at risk for unintended pregnancy, ranging from 67.0% (Alaska) to 84.6% (Georgia); 60.7% of women had ongoing or potential need for contraceptive services, ranging from 45.3% (Puerto Rico) to 73.7% (New York). For all jurisdictions combined, the proportion of women who were at risk for unintended pregnancy and had ongoing or potential need for contraceptive services varied significantly by age group, race/ethnicity, and urban-rural status. Among women with ongoing or potential need for contraceptive services, 15.2% used a long-acting reversible method (intrauterine device or contraceptive implant), 25.0% used a short-acting reversible method (injectable, pill, transdermal patch, or vaginal ring), and 29.5% used a barrier or other reversible method (diaphragm, condom, withdrawal, cervical cap, sponge, spermicide, fertility-awareness-based method, or emergency contraception). In addition, 30.3% of women with ongoing or potential need were not using any method of contraception. Data in this report can be used to help guide jurisdictional planning to deliver contraceptive services, reduce unintended pregnancies, ensure that the contraceptive needs of women and their partners are met, and evaluate efforts to increase access to contraception.
COVID‐19‐associated Guillain‐Barre syndrome: Postinfectious alone or neuroinvasive too?

Coronavirus disease 2019 (COVID‐19) has been shown to be associated with a lot of neurological complications, of whom Guillain‐Barre syndrome (GBS) is an important post‐infectious consequentiality. More than 220 patients with GBS have been reported thus far. We intend to share our experience with five patients of GBS where one of them had severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) in the cerebrospinal fluid (CSF). This is the first‐ever report demonstrating the presence of SARS‐CoV‐2 in the CSF of an adult patient; a similar occurrence has recently been described in a pediatric patient. We wish to emphasize the fact that commonly GBS occurs as a result of a post‐infectious process but in a few cases where the symptoms of COVID‐19 and GBS occur concurrently, corresponding to the viremic phase, separate pathogenesis needs to be thought of. This para‐infectious nature is exemplified by the presence of virus in the cerebrospinal fluid of one of our patients. We review the neuroinvasive potential of SARS‐Cov‐2 in this regard and draw parallels with Cytomegalovirus, Zika virus, and Human Immunodeficiency virus‐associated occurrences of GBS.
Age‐related and individual variations in altered prefrontal and cerebellar connectivity associated with the tendency of developing internet addiction

Internet addiction refers to problematic patterns of internet use that continually alter the neural organization and brain networks that control impulsive behaviors and inhibitory functions. Individuals with elevated tendencies to develop internet addiction represent the transition between healthy and clinical conditions and may progress to behavioral addictive disorders. In this network neuroscience study, we used resting‐state functional magnetic resonance imaging (rs‐fMRI) to examine how and whether individual variations in the tendency of developing internet addiction rewire functional connectivity and diminish the amplitude of spontaneous low‐frequency fluctuations in healthy brains. The influence of neurocognitive aging (aged over 60 years) on executive‐cerebellar networks responsible for internet addictive behavior was also investigated. Our results revealed that individuals with an elevated tendency of developing internet addiction had disrupted executive‐cerebellar networks but increased occipital‐putamen connectivity, probably resulting from addiction‐sensitive cognitive control processes and bottom‐up sensory plasticity. Neurocognitive aging alleviated the effects of reduced mechanisms of prefrontal and cerebellar connectivity, suggesting age‐related modulation of addiction‐associated brain networks in response to compulsive internet use. Our findings highlight age‐related and individual differences in altered functional connectivity and the brain networks of individuals at a high risk of developing internet addictive disorders. These results offer novel network‐based preclinical markers of internet addictive behaviors for individuals of different ages.
Meta-analysis and review of pesticide non-target effects on phytoseiids, key biological control agents.

Understanding pesticide non-target effects on natural enemies is a key element of successful conservation biological control. Due to their importance in agroecosystems worldwide, the phytoseiid mites are the most well-studied natural enemies in pesticide selectivity research. The wealth of literature associated with this topic allows for a thorough meta-analysis of pesticide non-target effects and may also indicate general trends relevant to many cropping systems. We conducted a meta-analysis using 2,386 observations from 154 published papers examining the impact of pesticides on lethal (adult and juvenile mortality) and sublethal (fecundity, egg hatch) effects. Insecticides and herbicides did not statistically differ in toxicity to phytoseiids, but research on herbicide non-target effects is scarce. Specific insecticides, fungicides, and miticides were sorted into least and most harmful categories. Phytoseiid species also differed in sensitivity, with Galendromus occidentalis (Nesbitt), Neoseiulus californicus (McGregor), and Typhlodromus pyri Scheuten among the least sensitive species. Sensitivity variation may be partly due to pesticide resistance; the greatest differences between species were within older mode of action (MOA) groups, where resistance development has been documented. It has been speculated that specialist phytoseiids, which closely associate with Tetranychus spp. spider mites, have more opportunities for resistance development due to their necessary proximity to a pest that rapidly develops resistance. Effect sizes were higher for generalist phytoseiid species, supporting this hypothesis. This meta-analysis highlights pesticide types (herbicides) and MOA groups where more research is clearly needed. Our analysis also allows for more robust generalizations regarding which pesticides are harmful or selective to phytoseiids. This article is protected by copyright. All rights reserved.
Influence of Hydrothermal Treatment on Acid Property and Catalytic Performance of Nano-HZSM-5 Zeolite for Reducing Olefins in Gasoline

Nano HZSM 5 zeolite was modified with steam of water and ammonia water (0 25 and 0 5 mol/L) at 500 ℃ respectively. The obtained catalyst samples were characterized by XRD, IR, NH 3 TPD and XRF. The catalytic performance of nano HZSM 5 catalyst for reducing olefin in FCC gasoline (≤70 ℃ fraction) was investigated. The results showed that, after the hydrothermal treatment, about 10% of Al 2O 3 was removed from nano HZSM 5 zeolite, and the amount of acids in nano HZSM 5 zeolite decreased significantly, so did the centers of strong acids causing the deactivation of catalyst by carbon deposit. The hydrothermal media had major effects on the acid type distribution on nano HZSM 5 zeolite while the amount of acids was almost indentical. The activity stability of the catalyst for reducing olefins in FCC gasoline was maintained although the initial activity had a little decrease after the hydrothermal treatment. As a result, the ability of the catalyst for aromatization decreased, so that the content of aromatics decreased and that of iso paraffins increased in the product of gasoline. Considering the activity and stability for reducing the olefins in FCC gasoline, the hydrothermal treatment with steam of ammonia water (0 5 mol/L) was feasible. Under the given reaction conditions, the content ( φ ) of olefins in FCC gasoline could be decreased from 65 9% to ～26%. The content of olefins, aromatics (mainly C 7～C 9) and alkanes in the product were 25%, 19% and 55% respectively, but the octane value was invariable basically.
The Validity of the World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition in Adolescence.

Objectives: Short, self-report screening measures for adolescent and adult attention-deficit/hyperactivity disorder (ADHD) would greatly enhance the likelihood of ADHD subjects to be correctly diagnosed and treated. This study aimed at testing the reliability, factor structure, convergent validity, external validity, and diagnostic accuracy of the official Italian translation of the ADHD Self-Report Screening Scale for DSM-5 (ASRS-5) in a sample of community-dwelling adolescents, extending previous data on adult participants to adolescent participants. Methods: Five hundred sixty-four community-dwelling male adolescents (mean age ≅15) were administered the ASRS-5, the Adult ADHD Self-Report Scale 18-item and 6-item versions (ASRS-18 and ASRS-6), the Wender Utah Rating Scale (WURS), and the Structured Clinician Interview for DSM-5-Clinician Version ADHD Module (SCID-5-CV-ADHD). School performance variables were also collected. Results: The item response theory (IRT) reliability of ASRS-5 was adequate. Dimensionality analyses strongly supported the unidimensional structure of ASRS-5 items; confirmatory factor analysis fit indices supported the adequacy of the one-factor model of ASRS-5. In terms of convergent validity, the ASRS-5 total score was significantly and positively associated with self-report and interview-based ADHD dimensional scores, as well as with school performance variables. Roughly 8.0% of our male adolescents met SCID-5-CV-ADHD criteria for categorical ADHD diagnosis. Ten-fold cross-validated receiver operating curve value was 0.843; precision-recall curve analysis suggests that an ASRS-5 total score >12 may be preferred for screening purposes in adolescence. Conclusions: Our data showed that the ASRS-5 may represent a psychometrically sound self-report instrument to reliably screen for DSM-5 ADHD, extending the range of application of ASRS-5 from adulthood to adolescence, suggesting that the ASRS-5 could be safely used for screening purposes also in community-dwelling adolescents, at least in its official Italian translation.
Highly sensitive multifunctional recyclable Ag–TiO2 nanorod SERS substrates for photocatalytic degradation and detection of dye molecules

We report a facile method to fabricate novel Ag nanoparticle decorated TiO2 nanorod array substrates using a glancing angle deposition (GLAD) technique for photocatalysis and surface enhanced Raman scattering (SERS) applications. The silver nanoparticles on the TiO2 nanorods enhances the Raman signal of rhodamine 6G (Rh6G) dye with an enhancement factor ∼105. The photocatalytic degradation of Rh6G molecules present on Ag nanoparticle decorated TiO2 nanorods (Ag–TiO2) was also studied. The intensity of the Rh6G peak at 611 cm−1 decreases considerably (∼99%) after UV irradiation for 90 minutes. The change in SERS enhancement with time during ultra-violet (UV) light irradiation was used to track the photocatalytic degradation of the dye present on the Ag–TiO2 nanorods. The Ag–TiO2 SERS substrates can be recovered after 150 min in the presence of UV light illumination. The as-prepared Ag–TiO2 nanorods could be self-regenerated, fully recovered, and recycled after their use in the SERS analysis because of the self-cleaning property of TiO2 under simple UV light irradiation. This excellent SERS enhancement may be attributed to the formation of high density hotspots on top of the TiO2 nanorods which is supported by finite difference time domain (FDTD) simulations.
Exploration of Barriers and Facilitators to Implementing Best Practice in Exercise Medicine in Primary Pediatric Care-Pediatrician Perspectives.

PURPOSE Despite the known health benefits of physical activity (PA), few primary care pediatricians discuss, evaluate, or prescribe PA for children. The goal of this study was to examine pediatricians' thoughts and practices related to child PA and the perceived facilitators and barriers to implementing PA evaluation and prescription in pediatric primary care clinics. METHODS The Consolidated Framework for Implementation Research was used to explore implementation barriers and facilitators. A mixed-method design combined questionnaires and focus groups with 27 pediatricians. RESULTS Despite the pediatricians' beliefs that PA is important for patients, there was wide practice variability in their approaches to discussing PA. Several perceived barriers to implementing PA evaluation and prescription were identified, including lack of knowledge and training, managing time for PA with multiple demands, the need for a team approach and simple PA tools and resources, support for patient tailoring of PA messaging, and a need for PA best practice champions. CONCLUSION The identified barriers to implementing evidence in PA suggest several directions for improvement, including a care-team approach; quick, inexpensive, and simple PA tools; community PA partnerships; PA training in medical education; evidence-based strategies; and PA directories for families. These efforts could facilitate the implementation of PA best practices in pediatrics.