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1.
Biosens Bioelectron ; 259: 116379, 2024 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-38749288

RESUMO

The emerging wearable plant sensors demonstrate the capability of in-situ measurement of physiological and micro-environmental information of plants. However, the stretchability and breathability of current wearable plant sensors are restricted mainly due to their 2D planar structures, which interfere with plant growth and development. Here, origami-inspired 3D wearable sensors have been developed for plant growth and microclimate monitoring. Unlike 2D counterparts, the 3D sensors demonstrate theoretically infinitely high stretchability and breathability derived from the structure rather than the material. They are adjusted to 100% and 111.55 mg cm-2·h-1 in the optimized design. In addition to stretchability and breathability, the structural parameters are also used to control the strain distribution of the 3D sensors to enhance sensitivity and minimize interference. After integrating with corresponding sensing materials, electrodes, data acquisition and transmission circuits, and a mobile App, a miniaturized sensing system is produced with the capability of in-situ and online monitoring of plant elongation and microclimate. As a demonstration, the 3D sensors are worn on pumpkin leaves, which can accurately monitor the leaf elongation and microclimate with negligible hindrance to plant growth. Finally, the effects of the microclimate on the plant growth is resolved by analyzing the monitored data. This study would significantly promote the development of wearable plant sensors and their applications in the fields of plant phenomics, plant-environment interface, and smart agriculture.


Assuntos
Técnicas Biossensoriais , Microclima , Desenvolvimento Vegetal , Dispositivos Eletrônicos Vestíveis , Técnicas Biossensoriais/instrumentação , Humanos , Desenho de Equipamento , Folhas de Planta/química , Cucurbita/crescimento & desenvolvimento
2.
ChemSusChem ; : e202400598, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38697954

RESUMO

It has been known that plastics with undegradability and long half-times have caused serious environmental and ecological issues. Considering the devastating effects, the development of efficient plastic upcycling technologies with low energy consumption is absolutely imperative. Catalytic hydrogenolysis of single-use polyethylene over Ru-based catalysts to produce high-quality liquid fuel has been one of the current top priority strategies, but it is restricted by some tough challenges, such as the tendency towards methanation resulting from terminal C-C cleavage. Herein, we introduced Ru nanoparticles supported on hollow ZSM-5 zeolite (Ru/H-ZSM-5) for hydrocracking of high-density polyethylene (HDPE) under mild reaction conditions. The implication of experimental results is that the 1Ru/H-ZSM-5 (~1 wt % Ru) acted as an effective and reusable bifunctional catalyst providing higher conversion rate (82.53 %) and liquid fuel (C5-C21) yield (62.87 %). Detailed characterization demonstrated that the optimal performance in hydrocracking of PE could be attributed to the moderate acidity and appropriate positively charged Ru species resulting from the metal-zeolite interaction. This work proposes a promising catalyst for plastic upcycling and reveals its structure-performance relationship, which has guiding significance for catalyst design to improve the yield of high-value liquid fuels.

3.
Brain Res Bull ; 209: 110908, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38402995

RESUMO

BACKGROUND: medial temporal lobe epilepsy (mTLE) is among the most common types of temporal lobe epilepsy (TLE) ,it is generally resistant to drug treatment, which significantly impacts the quality of life and treatment. Research on novel therapeutic approaches for mTLE has become a current focus. Our study aims to construct and analyze a competing endogenous RNA (ceRNA) network that targets neuroinflammation using publicly available data, which may offer a novel therapeutic approach for mTLE. METHODS: we utilized the R package to analyze GSE186334 downloaded from Gene Expression Omnibus database, subsequently constructing and identifying hub network within the ceRNA network using public databases. Lastly, we validated the expressions and interactions of some nodes within the hub ceRNA network in Sombati cell model. RESULTS: our transcriptome analysis identified 649 differentially expressed (DE) mRNAs (273 up-regulated, 376 down-regulated) and 36 DE circRNAs (11 up-regulated, 25 down-regulated) among mTLE patients. A total of 23 candidate DE mRNAs associated with neuroinflammation were screened, and two ceRNA networks were constructed. A hub network was further screened which included 3 mRNAs, 22 miRNAs, and 11 circRNAs. Finally, we confirmed the hsa-miR-149-5p is crucial in the regulatory effect of hsa_circ_0005145 on IL - 1α in the hub network. CONCLUSIONS: In summary, our study identified a hub ceRNA network and validated a potential circRNA-miRNA-mRNA axis targeting neuroinflammation. The results of our research may serve as a potential therapeutic target for mTLE.


Assuntos
Epilepsia do Lobo Temporal , MicroRNAs , Humanos , RNA Circular/genética , RNA Endógeno Competitivo , Epilepsia do Lobo Temporal/genética , Doenças Neuroinflamatórias , Qualidade de Vida , MicroRNAs/genética , RNA Mensageiro
4.
OTJR (Thorofare N J) ; 44(1): 13-24, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37089012

RESUMO

BACKGROUND: Little is known about participation during adverse times. OBJECTIVES: This study described participation of children with autism aged 6 to 13 during COVID-19 pandemic and examined the extent to which child factors, mother's own participation, and environmental barriers/supports explain child participation in home and community. METHOD: A total of 130 mothers completed the Participation and Environment Measure for Children and Youth, the Health Promoting Activities Scale, functional issues checklist, and sociodemographic questionnaire. RESULTS: Children's participation frequency and involvement were significantly higher at home than in the community. In both settings, mothers desired change in 71% of activities. Multiple regression models indicated that child's age and mother's participation frequency significantly explained child's home involvement (R2 = 21%), where mother's participation (frequency) had a unique contribution (ΔR2 = 10.4%) at home but not in the community. CONCLUSION: Findings imply the importance of maternal participation to child's participation at home and suggest redirecting attention for enhancing family participation as a whole.


Assuntos
Transtorno Autístico , COVID-19 , Feminino , Adolescente , Criança , Humanos , Pandemias , Mães
5.
J Environ Sci (China) ; 139: 150-159, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38105043

RESUMO

Dichloromethane (DCM) has been listed as a toxic and harmful water pollutant, and its removal needs attention. Microbial electrolysis cells (MECs) are viewed as a promising alternative for pollutant removal, which can be strengthened from two aspects: microbial inoculation and acclimation. In this study, the MEC for DCM degradation was inoculated with the active sludge enhanced by Methylobacterium rhodesianum H13 (strain H13) and then acclimated in the form of a microbial fuel cell (MFC). Both the introduction of strain H13 and the initiation in MFC form significantly promoted DCM degradation. The degradation kinetics were fitted by the Haldane model, with Vmax, Kh, Ki and vmax values of 103.2 mg/L/hr, 97.8 mg/L, 268.3 mg/L and 44.7 mg/L/hr/cm2, respectively. The cyclic voltammogram implies that DCM redox reactions became easier with the setup of MEC, and the electrochemical impedance spectrogram shows that the acclimated and enriched microbes reduced the charge transfer resistance from the electrode to the electrolyte. In the biofilm, the dominant genera shifted from Geobacter to Hyphomicrobium in acclimation stages. Moreover, Methylobacterium played an increasingly important role. DCM metabolism mainly occurred through the hydrolytic glutathione S-transferase pathway, given that the gene dcmA was identified rather than the dhlA and P450/MO. The exogenous electrons facilitated the reduction of GSSG, directly or indirectly accelerating the GSH-catalyzed dehalogenation. This study provides support for the construction of an efficient and stable MEC for DCM removal in water environment.


Assuntos
Fontes de Energia Bioelétrica , Microbiota , Cloreto de Metileno/metabolismo , Eletrólise , Cinética , Eletrodos
6.
BMC Musculoskelet Disord ; 24(1): 876, 2023 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-37950220

RESUMO

BACKGROUND: Porous cages are considered a promising alternative to high-density cages because their interconnectivity favours bony ingrowth and appropriate stiffness tuning reduces stress shielding and the risk of cage subsidence. METHODS: This study proposes three approaches that combine macroscopic topology optimization and micropore design to establish three new types of porous cages by integrating lattices (gyroid, Schwarz, body-centred cubic) with the optimized cage frame. Using these three porous cages along with traditional high-density cages, four ACDF surgical models were developed to compare the mechanical properties of facet articular cartilage, discs, cortical bone, and cages under specific loads. RESULTS: The facet joints in the porous cage groups had lower contact forces than those in the high-density cage group. The intervertebral discs in all models experienced maximum stress at the C5/6 segment. The stress distribution on the cortical bone surface was more uniform in the porous cage groups, leading to increased average stress values. The gyroid, Schwarz, and BCC cage groups showed higher average stress on the C5 cortical bone. The average stress on the surface of porous cages was higher than that on the surface of high-density cages, with the greatest difference observed under the lateral bending condition. The BCC cage demonstrated favourable mechanical stability. CONCLUSION: The new porous cervical cages satifies requirements of low rigidity and serve as a favourable biological scaffold for bone ingrowth. This study provides valuable insights for the development of next-generation orthopaedic medical devices.


Assuntos
Disco Intervertebral , Doenças da Coluna Vertebral , Fusão Vertebral , Humanos , Porosidade , Análise de Elementos Finitos , Disco Intervertebral/cirurgia , Fenômenos Biomecânicos , Vértebras Cervicais/cirurgia
7.
Int J Biol Macromol ; 253(Pt 7): 127418, 2023 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-37848112

RESUMO

Adenine base editors, enabling targeted A-to-G conversion in genomic DNA, have enormous potential in therapeutic applications. However, the currently used adenine base editors are limited by wide editing windows and off-target effects in genetic therapy. Here, we report human e18 protein, a RING type E3 ubiquitin ligase variant, fusing with adenine base editors can significantly improve the preciseness and narrow the editing windows compared with ABEmax and ABE8e by diminishing the abundance of base editor protein. As a proof of concept, ABEmax-e18 and ABE8e-e18 dramatically decrease Cas9-dependent and Cas9-independent off-target effects than traditional adenine base editors. Moreover, we utilized ABEmax-e18 to establish syndactyly mouse models and achieve accurate base conversion at human PCSK9 locus in HepG2 cells which exhibited its potential in genetic therapy. Furthermore, a truncated version of base editors-RING (ABEmax-RING or AncBE4max-RING), which fusing the 63 amino acids of e18 protein RING domain to the C terminal of ABEmax or AncBE4max, exhibited similar effect compared to ABEmax-e18 or AncBE4max-e18.In summary, the e18 or RING protein fused with base editors strengthens the precise toolbox in gene modification and maybe works well with various base editing tools with a more applicable to precise genetic therapies in the future.


Assuntos
Sistemas CRISPR-Cas , Pró-Proteína Convertase 9 , Animais , Camundongos , Humanos , Pró-Proteína Convertase 9/metabolismo , Sistemas CRISPR-Cas/genética , Adenina/metabolismo , Edição de Genes , DNA/genética , Ubiquitina-Proteína Ligases/metabolismo
8.
Gene ; 883: 147684, 2023 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-37536398

RESUMO

Dominant genetic variants in the mitofusin 2 (MFN2) gene lead to Charcot-Marie-Tooth type 2A (CMT2A), a neurodegenerative disease caused by genetic defects that directly damage axons. In this study, we reported a proband with a pathogenic variant in the GTPase domain of MFN2, c.494A > G (p.His165Arg). To date, at least 184 distinct MFN2 variants identified in 944 independent probands have been reported in 131 references. However, the field of medical genetics has long been challenged by how genetic variation in the MFN2 gene is associated with disease phenotypes. Here, by collating the MFN2 variant data and patient clinical information from Leiden Open Variant Database 3.0, NCBI clinvar database, and available related references in PubMed, we determined the mutation frequency, age of onset, sex ratio, and geographical distribution. Furthermore, the results of an analysis examining the relationship between variants and phenotypes from multiple genetic perspectives indicated that insertion and deletions (indels), copy number variants (CNVs), duplication variants, and nonsense mutations in single nucleotide variants (SNVs) tend to be pathogenic, and the results emphasized the importance of the GTPase domain to the structure and function of MFN2. Overall, three reliable classification methods of MFN2 genotype-phenotype associations provide insights into the prediction of CMT2A disease severity. Of course, there are still many MFN2 variants that have not been given clear clinical significance, which requires clinicians to make more accurate clinical diagnoses.


Assuntos
Doença de Charcot-Marie-Tooth , Doenças Neurodegenerativas , Humanos , Mutação , Doença de Charcot-Marie-Tooth/genética , Doença de Charcot-Marie-Tooth/patologia , GTP Fosfo-Hidrolases/genética , Estudos de Associação Genética , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/química
9.
Dalton Trans ; 52(28): 9525-9540, 2023 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-37395065

RESUMO

Phenol is an important intermediate for manufacturing chemical products in industry. In recent decades, phenol synthesis by one-pot oxidation of benzene has aroused tremendous interest in phenol synthesis due to the enormous energy consumption of the three-step cumene method in the industry. Photocatalysis is promising for the selective conversion of benzene to phenol because it can proceed under mild reaction conditions. However, overoxidation of phenol by photocatalysts with high oxidation ability decreases the yield and selectivity, which is the major limiting factor. Thus, increasing the phenol formation efficiency plays a crucial role in photocatalytic systems for benzene oxidation. In this context, selective photocatalytic benzene oxidation over several types of photocatalytic systems has been developed rapidly in the past few years. In this perspective, current homogeneous and heterogeneous photocatalytic systems for this reaction have been reviewed systematically first. Then, an overview of some strategies from the last decade for increasing phenol selectivity has been provided. In the end, a summary and outlook on the challenges and future directions in the research field are included in this perspective, which would be of great interest for further improving the selectivity of the photocatalytic benzene oxidation reaction.

11.
Front Cell Dev Biol ; 10: 1033197, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36299485

RESUMO

As the standard of living improves, chronic diseases and end-stage organ failure have been a regular occurrence in human beings. Organ transplantation has become one of the hopes in the fight against chronic diseases and end-stage organ failure. However, organs available for transplantation are far from sufficient to meet the demand, leading to a major organ shortage crisis. To solve this problem, researchers have turned to pigs as their target since pigs have many advantages as xenograft donors. Pigs are considered the ideal organ donor for human xenotransplantation, but direct transplantation of porcine organs to humans faces many obstacles, such as hyperacute rejection, acute humoral xenograft rejection, coagulation dysregulation, inflammatory response, coagulation dysregulation, and endogenous porcine retroviral infection. Many transgenic strategies have been developed to overcome these obstacles. This review provides an overview of current advances in genetically modified pigs for xenotransplantation. Future genetic engineering-based delivery of safe and effective organs and tissues for xenotransplantation remains our goal.

12.
Molecules ; 27(12)2022 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-35745003

RESUMO

Acute pancreatitis (AP) is a pancreatic inflammatory disease that varies greatly in course and severity. To further the understanding of the pathology of AP, we carried out data-independent acquisition-based proteomic analyses using proteins extracted from the plasma of patients with severe acute pancreatitis (SAP) (experimental group) and healthy volunteers (control group). Compared to the control group, there were 35 differentially expressed proteins (DEPs) in the plasma of patients with SAP. Of those, the expression levels for 6 proteins were significantly increased, and 29 proteins were significantly decreased. Moreover, six candidate biomarkers-VWF, ORM2, CD5L, CAT, IGLV3-10, and LTF-were matched as candidate biomarkers of the disease severity of AP. The area under the receiver operating characteristic of 0.903 (95% CI: 0.839, 0.967) indicated that this combination of these six candidate biomarkers had a good prediction accuracy for predicting the severity of AP. Our study provides specific DEPs that may be useful in the diagnosis and prognosis of SAP, which suggests new theoretical bases for the occurrence and development of SAP and offers potential novel treatment strategies for SAP.


Assuntos
Pancreatite , Doença Aguda , Biomarcadores , Proteínas Sanguíneas , Humanos , Pancreatite/diagnóstico , Proteômica , Curva ROC , Índice de Gravidade de Doença
13.
Adv Mater ; 34(32): e2204140, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35765163

RESUMO

Cu3 (HHTT)2 (HHTT: 2,3,7,8,12,13-hexahydroxytetraazanaphthotetraphene) is a novel 2D conjugated metal-organic framework (2D c-MOF) with efficient in-plane d-π conjugations and strong interlayer π-π interactions while the growth of Cu3 (HHTT)2 thin films has never been reported until now. Here, the successful fabrication of highly oriented wafer-scale Cu3 (HHTT)2 thin films with a layer-by-layer growth method on various substrates is presented. Its semiconducting behavior and carrier transport mechanisms are clarified through temperature and frequency-dependent conductivity measurements. Flexible photodetectors based on Cu3 (HHTT)2 thin films exhibit reliable photoresponses at room temperature in a wavelength region from UV to mid-IR, which is much broader than those of solution-processed broadband photodetectors reported previously. Moreover, the photodetectors can show a typical synaptic behavior and excellent data recognition accuracy in artificial neural networks. This work opens a window for the exploration of high-performance and multifunctional optoelectronic devices based on 2D c-MOFs.

14.
J Environ Manage ; 317: 115471, 2022 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-35751270

RESUMO

Terrestrial mosses are promising species to study concerning metal deposition, absorption, and soil fertility as moss biocrusts. However, acrocarpous moss, as a kind of terrestrial mosses, has not yet been well understood, both in environmental monitoring and ecological application, especially exposed to an abandoned pyrite mining. Herein, we investigated the concentrations of different heavy metals in soil underlying acrocarpous moss Campylopus schmidii at three distances from an abandoned pyrite mine tailings (0.5, 1, 2 km) by sampling analysis, as well as the accumulation properties of heavy metals in different parts of mosses and soil nutrients under intact mosses and moss-free layers. The results indicated that the soil we researched was heavily polluted by Cr, Cu, and Cd, which was 4.46, 4.18, and 1.77 times higher than the standard of risk screening values for soil environment quality in China. And there was a marked difference in the concentrations and distribution of heavy metals in mosses, with higher concentrations of Cr, Cu, Ni and Pb mainly in the ageing parts. In addition, mosses can effectively promote soil fertility. Compared with the bare soil without the moss layer, the total organic matter and total potassium concentrations of the soil covered by the intact moss layer were significantly increased, by 113.91% and 186.08% respectively. Correlation analysis indicated that similar pollution sources for Zn, Cd, Cu, and Pb, and the concentrations of these heavy metals in soil connected with the distance from the source of pollution. Overall, we expected that these findings could assess the greater potential of single native dominant moss species C.schmidii to act as biomonitors in specific pyrite mine tailings characterized by barren soil with strong acids (pH < 4.0) and polymetallic pollution. Meanwhile, our results revealed may serve as a possibility reference for similar areas and is recommended for developing a vegetative cover utilizing local acrocarpous mosses to achieve greening of degraded tailings in the future, as well as environmental management and protection.


Assuntos
Briófitas , Metais Pesados , Poluentes do Solo , Cádmio/análise , China , Biomarcadores Ambientais , Monitoramento Ambiental/métodos , Ferro , Chumbo/análise , Metais Pesados/análise , Medição de Risco , Solo/química , Poluentes do Solo/análise , Sulfetos
15.
ACS Infect Dis ; 8(6): 1179-1190, 2022 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-35559610

RESUMO

Porcine epidemic viruses, such as pseudorabies virus (PRV) and porcine circovirus 2 (PCV2), are among the most economically damaging pathogens affecting the swine industry. Importantly, previous studies have shown that cases of human infection with PRV occur frequently, indicating the considerable risk of PRV transmission from pigs to humans. Zinc finger CCCH-type containing 11A (ZC3H11A) has been confirmed to play a crucial role in maintaining the nuclear export of mRNA under stress in humans, but its role in pigs remains unknown. In this study, we observed that ZC3H11A interacted with the transcription and export complex and played an important role in mRNA export. Specifically, we knocked out ZC3H11A in PK-15 cells with CRISPR/Cas9 and challenged them with PRV and PCV2. The results showed that the proliferation of the virus was significantly inhibited in ZC3H11A-/- cells, indicating that porcine ZC3H11A is indispensable for the proliferation of PRV and PCV2. Furthermore, our study demonstrated that the inactivation of ZC3H11A in host cells also inhibited the proliferation of PRV and PCV2. Taken together, the results of our study indicated that ZC3H11A is important for maintaining the export of mRNAs, which in turn facilitates the proliferation of PRV and PCV2, suggesting that it can be a potential target for producing antiviral pigs and drugs.


Assuntos
Circovirus , Herpesvirus Suídeo 1 , Animais , Proliferação de Células , Circovirus/genética , Herpesvirus Suídeo 1/genética , RNA Mensageiro/genética , Suínos
16.
Front Plant Sci ; 13: 808844, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35283903

RESUMO

Vetiver grass (Chrysopogon zizanioides L.) has been used to remediate cadmium (Cd)-contaminated soil, while there have been few studies on the influence of Cd exposure on the rhizospheric microbial community and transcriptional expression of C. zizanioides. In this study, we investigated the response of the rhizospheric microbial community and transcriptional expression of C. zizanioides in 20 mg/kg Cd-contaminated soil. The results showed that Cd levels in the roots and shoots of C. zizanioides reached 250.80 and 73.40 mg/kg, respectively. The Cd exposure changed the rhizospheric bacterial community, resulting in the significant enrichment of Sphingomonas, Lysobacter, and Gemmatimonadetes in Cd-contaminated soil. In addition, 880 and 3,419 differentially expressed genes were identified in the plant roots and shoots, respectively, in response to Cd stress. Among these, the overexpressed genes associated with redox homeostasis, glutathione (GSH) metabolism, cell wall biosynthesis, and transmembrane transport pathways were found to participate in Cd detoxification in C. zizanioides. These findings could be useful for understanding the selective variation of the rhizospheric microbial community and the detoxification mechanisms of C. zizanioides in Cd phytoremediation.

17.
Viruses ; 14(2)2022 02 17.
Artigo em Inglês | MEDLINE | ID: mdl-35216010

RESUMO

Pigs play an important role in agriculture and biomedicine. The globally developing swine industry must address the challenges presented by swine-origin viruses, including ASFV (African swine fever virus), PRRSV (porcine reproductive and respiratory syndrome virus), PEDV (porcine epidemic diarrhea virus), PRV (pseudorabies virus), CSFV (classical swine fever virus), TGEV (transmissible gastroenteritis virus), et al. Despite sustained efforts by many government authorities, these viruses are still widespread. Currently, gene-editing technology has been successfully used to generate antiviral pigs, which offers the possibility for increasing animal disease tolerance and improving animal economic traits in the future. Here, we summarized the current advance in knowledge regarding the host factors in virus infection and the current status of genetically modified pigs that are resistant to virus infection in the world. There has not been any report on PEDV-resistant pigs, ASFV-resistant pigs, and PRV-resistant pigs owing to the poor understanding of the key host factors in virus infection. Furthermore, we summarized the remaining problems in producing virus-resistant pigs, and proposed several potential methods to solve them. Using genome-wide CRISPR/Cas9 library screening to explore the key host receptors in virus infection may be a feasible method. At the same time, exploring the key amino acids of host factors in virus infection with library screening based on ABEs and CBEs (Bes) may provide creative insight into producing antiviral pigs in the future.


Assuntos
Vírus da Febre Suína Africana/genética , Vírus da Febre Suína Clássica/genética , Herpesvirus Suídeo 1/genética , Vírus da Diarreia Epidêmica Suína/genética , Vírus da Síndrome Respiratória e Reprodutiva Suína/genética , Vírus da Gastroenterite Transmissível/genética , Animais , Animais Geneticamente Modificados , Sistemas CRISPR-Cas/genética , Edição de Genes/métodos , Suínos/virologia , Viroses/prevenção & controle
18.
IEEE Trans Neural Netw Learn Syst ; 33(9): 4361-4372, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-33606643

RESUMO

Perturbation has a positive effect, as it contributes to the stability of neural systems through adaptation and robustness. For example, deep reinforcement learning generally engages in exploratory behavior by injecting noise into the action space and network parameters. It can consistently increase the agent's exploration ability and lead to richer sets of behaviors. Evolutionary strategies also apply parameter perturbations, which makes network architecture robust and diverse. Our main concern is whether the notion of synaptic perturbation introduced in a spiking neural network (SNN) is biologically relevant or if novel frameworks and components are desired to account for the perturbation properties of artificial neural systems. In this work, we first review part of the locality-sensitive hashing (LSH) of similarity search, the FLY algorithm, as recently published in Science, and propose an improved architecture, time-shifted spiking LSH (TS-SLSH), with the consideration of temporal perturbations of the firing moments of spike pulses. Experiment results show promising performance of the proposed method and demonstrate its generality to various spiking neuron models. Therefore, we expect temporal perturbation to play an active role in SNN performance.


Assuntos
Modelos Neurológicos , Redes Neurais de Computação , Algoritmos , Neurônios/fisiologia
19.
JMIRx Med ; 3(4): e40747, 2022 Dec 27.
Artigo em Inglês | MEDLINE | ID: mdl-37725522

RESUMO

BACKGROUND: Various exercises can attenuate pain perception in healthy individuals and may interact with the descending pain modulation in the central nervous system. However, the analgesic effects of exercise in patients with myofascial pain can be disrupted by the pathological changes during chronic pain conditions. Thus, the exercises targeted on the facilitation of the sensory-motor interaction may have a positive impact on the restoration of the descending pain modulation and the analgesia effects. OBJECTIVE: This paper estimates the effect of proprioceptive neuromuscular facilitation (PNF) and resistance training on exercise-induced hypoalgesia (EIH) and conditioned pain modulation (CPM) among patients with myofascial pain syndrome. METHODS: A total of 76 female patients with myofascial pain syndrome (aged 18-30 years), with the pain in the upper trapezius and a visual analog scale score of greater than 30/100 mm, were enrolled in the study. Participants were randomly assigned into 3 intervention groups, including isometric (n=18, 24%), isotonic (n=19, 25%), and PNF (n=20, 26%) exercises, as well as 1 control group (n=19, 25%) with no intervention. Pressure pain threshold and the CPM responses at the myofascial trigger point, arm, and leg sites were assessed before and after the exercise session. The effective EIH response was reflected in the improvement of pressure pain thresholds. RESULTS: There was an increase in pressure pain thresholds and CPM responses at trigger point (P<.001 and P<.001), arm (P<.001 and P<.001), and leg sites (P<.001 and P=.03) in participants who performed PNF and isotonic exercise, while the isometric exercise only increased pressure pain thresholds at leg sites (P=.03). Compared with the control group, both the isotonic (P=.02) and PNF (P<.001) groups showed greater EIH responses at the trigger points. In comparison to the control group, only the PNF exercise (P=.01) significantly improved pressure pain thresholds and CPM responses at arm and leg sites compared to the control group. CONCLUSIONS: PNF, isotonic, and isometric exercises could lead to local and global EIH effects. The improvement in CPM response following PNF and isotonic exercises suggested that the EIH mechanisms of different resistance exercises may be attributed to the enhancement of the endogenous pain modulation via the motor-sensory interaction from the additional eccentric and dynamic muscle contraction. TRIAL REGISTRATION: Chinese Clinical Trial Registry ChiCtr202111090819166165; https://tinyurl.com/2ab93p7n.

20.
BMC Public Health ; 21(1): 1058, 2021 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-34082734

RESUMO

OBJECTIVE: The aim of this review is to identify and summarize factors that are associated with public attitudes towards people with various disabilities systematically. METHODS: An electronic search of three databases was performed (Medline, EMBASE and Cochrane) covering the period from 1950 to present. A comprehensive search strategy was developed and the lists of citations were screened for potential eligible studies. Only quantitative studies using valid measurements were included, and the methodological quality of included studies was appraised based on three criteria (sample, measurement, analysis) by two independent reviewers. RESULTS: The initial electronic search yielded 995 articles after duplicates removed, and 27 studies met the eligibility criteria were included in the study. Three categories of the factors were found to be associated with the public attitudes, which are related to the attitude provider, disabled people, and society respectively. Specifically, the more people know about disabilities, the more likely they were to have positive attitude; and the frequency and quality of the contact with the disabled are also proved to be influential to the attitudes. Meanwhile, the type of disability is also closely correlated to the public's attitude towards the disabilities. CONCLUSION: People's knowledge of the disability and their contact with individuals with disabilities are the main influential factors in public attitudes towards persons with disabilities.


Assuntos
Pessoas com Deficiência , Atitude , Atenção à Saúde , Humanos , Opinião Pública
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