82 results on '"Jiaxi Wu"'
Search Results
2. Coaching older adults discharged home from the emergency department: The role of competence and emotion in following up with outpatient clinicians
- Author
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Ranran Z, Mi, Gwen C, Jacobsohn, Jiaxi, Wu, Manish N, Shah, Courtney M C, Jones, Thomas V, Caprio, Jeremy T, Cushman, Michael, Lohmeier, Amy J H, Kind, and Dhavan V, Shah
- Subjects
Emotions ,Outpatients ,Humans ,Mentoring ,General Medicine ,Emergency Service, Hospital ,Patient Discharge ,United States ,Aged ,Retrospective Studies - Abstract
Motivating older adults to follow up with an outpatient clinician after discharge from emergency departments (ED) is beneficial yet challenging. We aimed to answer whether psychological needs for motivation and discrete emotions observed by care transition coaches would predict this behavioral outcome.Community-dwelling older adults following ED discharge were recruited from three EDs in two U.S. states. We examined home visit notes documented by coaches (N = 725). Retrospective chart reviews of medical records tracked participants' health care utilization for 30 days.Observed knowledge-based competence predicted higher likelihood of outpatient follow-up within 30 days, while observed sadness predicted a lower likelihood of follow-up within seven days following discharge. Moreover, participants who demonstrated happiness were marginally more likely to have an in-person follow-up within seven days, and those who demonstrated knowledge-based competence were more likely to have an electronic follow-up within 30 days.Knowledge-based competence and emotions, as observed and documented in coach notes, can predict older adults' subsequent outpatient follow-up following their ED-discharge.Intervention programs might encourage coaches to check knowledge-based competence and to observe emotions in addition to delivering the content. Coaches could also customize strategies for patients with different recommended timeframes of follow-up.
- Published
- 2022
3. Advertising: Tobacco
- Author
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Yunwen Wang, Jiaxi Wu, and Traci Hong
- Abstract
Tobacco advertising involves a variety of media formats (i.e., print, radio, television, billboards, point-of-sale, movie placement, Internet or social media, direct mail) and applies multiple persuasive tactics (e.g., visual appeal, sex appeal, masculinity and feminism cues, celebrity endorsement, motivational appeal) to encourage tobacco purchase and use. Scientific evidence points to the association between exposure to tobacco advertisements and subsequent increases in tobacco use. Due to the health risks of tobacco use, especially for youth, tobacco advertising is among the most regulated types of advertising. Globally, empirical research found that comprehensive tobacco advertising bans can reduce tobacco consumption, whereas partial tobacco advertising bans will have little or no effect as manufacturers may turn to non-banned media formats of advertisements. Other factors such as transnational tobacco advertising, promotion and sponsorship, as well as electronic word-of-mouth (eWOM) enabled by the Internet, social media, and mobile communication, also pose additional challenges to health communication programs in tobacco control and prevention. This entry consists of five sections: (1) tobacco products and health risks, (2) tobacco advertising and persuasive tactics, (3) regulatory activities, (4) anti-tobacco health communication, and (5) implications for health communication.
- Published
- 2022
4. Structurally stable electrospun nanofibrous cellulose acetate/chitosan biocomposite membranes for the removal of chromium ions from the polluted water
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Jinhui Xiong, Qian Hu, Jiaxi Wu, Zhiwen Jia, Shengbo Ge, Yizhong Cao, Juying Zhou, Yaxin Wang, Jinsong Yan, Linkun Xie, Xijuan Chai, Lianpeng Zhang, Guanben Du, Siqun Wang, and Kaimeng Xu
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Polymers and Plastics ,Materials Science (miscellaneous) ,Materials Chemistry ,Ceramics and Composites - Published
- 2023
5. Celastrol enhances transcription factor EB (TFEB)-mediated autophagy and mitigates Tau pathology: Implications for Alzheimer's disease therapy
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Chuanbin Yang, Chengfu Su, Ashok Iyaswamy, Senthil Kumar Krishnamoorthi, Zhou Zhu, Sichang Yang, Benjamin Chunkit Tong, Jia Liu, Sravan G. Sreenivasmurthy, Xinjie Guan, Yuxuan Kan, Aston Jiaxi Wu, Alexis Shiying Huang, Jieqiong Tan, Kingho Cheung, Juxian Song, and Min Li
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General Pharmacology, Toxicology and Pharmaceutics - Published
- 2022
6. Damage analysis of sulfate erosion of pipe concrete under ultrasonic detection of wet and dry cycle conditions
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Yangjun Li, Huifang Liu, Jiaxi Wu, Yajian Wang, and Linbing Wang
- Published
- 2023
7. Artificial intelligence-based identification of brain CT medical images
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Ruiquan Chen, Yuwei Cai, Jiaxi Wu, Hao Liu, Zheng Peng, Yi Xie, Chuankai Xu, and Xiao Peng
- Published
- 2023
8. A Robust Approach for Hotspots Prevention and Resolution in Cloud Services
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Jie Song, Andrei Gudkov, Yunzhe Qiu, Xinming Han, Wenquan Yang, and Jiaxi Wu
- Abstract
Cloud providers offer virtual machines (VM) located in physical machines (PM) using the “pay-as-you-go” model to satisfy emerging demand for online computational services. If the instantaneous utilized capacity requested by VMs exceeds a certain threshold of the total capacity a PM can offer, a hotspot happens and may cause unacceptable VM performance degradation. Hotspots can be resolved by relocating some VMs to other PMs using live migration. However, the problem of selecting which VM(s) to release is challenging because the utilized capacity demanded by VMs changes continuously over time. In this work, we propose a Predicted Mixed Integer Linear Programming (MILP) Robust Solver (PMRS), which predicts the utilized capacity range of each VM and applies the Γ-robustness theory to ensure that PM is hotspot-safe with desired probability. The latter allows us to formulate the hotspot resolution as a Γ-robust knapsack problem (Γ-RKP) that can be solved by a novel MILP model. Extensive experiments based on real-trace data and large-scale synthetic data demonstrate the effectiveness of the PMRS. More encouragingly, the application of the PMRS in the real-production environment benefits Huawei Cloud by resolving all existing and 94%+ potential future hotspots with minimal migration overhead.Cloud providers offer virtual machines (VM) located in physical machines (PM) using the “pay-as-you-go” model to satisfy emerging demand for online computational services. If the instantaneous utilized capacity requested by VMs exceeds a certain threshold of the total capacity a PM can offer, a hotspot happens and may cause unacceptable VM performance degradation. Hotspots can be resolved by relocating some VMs to other PMs using live migration. However, the problem of selecting which VM(s) to release is challenging because the utilized capacity demanded by VMs changes continuously over time. In this work, we propose a Predicted Mixed Integer Linear Programming (MILP) Robust Solver (PMRS), which predicts the utilized capacity range of each VM and applies the Γ-robustness theory to ensure that PM is hotspot-safe with desired probability. The latter allows us to formulate the hotspot resolution as a Γ- robust knapsack problem (Γ-RKP) that can be solved by a novel MILP model. Extensive experiments based on real-trace data and large-scale synthetic data demonstrate the effectiveness of the PMRS. More encouragingly, the application of the PMRS in the real-production environment benefits Huawei Cloud by resolving all existing and 94%+ potential future hotspots with minimal migration overhead.
- Published
- 2022
9. An OSAA-CFAR Algorithm for 77GHz Millimeter-wave Radar
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Nuo Xu, Jiaxi Wu, Bin Wang, Junyan Ren, and Shunli Ma
- Published
- 2022
10. CREAMMIST: an integrative probabilistic database for cancer drug response prediction
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Hatairat Yingtaweesittikul, Jiaxi Wu, Aanchal Mongia, Rafael Peres, Karrie Ko, Niranjan Nagarajan, and Chayaporn Suphavilai
- Subjects
Genetics - Abstract
Extensive in vitro cancer drug screening datasets have enabled scientists to identify biomarkers and develop machine learning models for predicting drug sensitivity. While most advancements have focused on omics profiles, cancer drug sensitivity scores precalculated by the original sources are often used as-is, without consideration for variabilities between studies. It is well-known that significant inconsistencies exist between the drug sensitivity scores across datasets due to differences in experimental setups and preprocessing methods used to obtain the sensitivity scores. As a result, many studies opt to focus only on a single dataset, leading to underutilization of available data and a limited interpretation of cancer pharmacogenomics analysis. To overcome these caveats, we have developed CREAMMIST (https://creammist.mtms.dev), an integrative database that enables users to obtain an integrative dose-response curve, to capture uncertainty (or high certainty when multiple datasets well align) across five widely used cancer cell-line drug–response datasets. We utilized the Bayesian framework to systematically integrate all available dose-response values across datasets (>14 millions dose-response data points). CREAMMIST provides easy-to-use statistics derived from the integrative dose-response curves for various downstream analyses such as identifying biomarkers, selecting drug concentrations for experiments, and training robust machine learning models.
- Published
- 2022
11. Targeting calcium signaling by inositol trisphosphate receptors: A novel mechanism for the anti-asthmatic effects of Houttuynia cordata
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Alexis Shiying Huang, Benjamin Chun-Kit Tong, Harry Chun-Hin Hung, Aston Jiaxi Wu, Olivia Ka-Yi Ho, Anna Hau-Yee Kong, Maggie Ming-Ki Leung, Jingxuan Bai, Xiuqiong Fu, Zhiling Yu, Min Li, Ting Fan Leung, Judith Choi-Wo Mak, George Pak-Heng Leung, and King-Ho Cheung
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Pharmacology ,General Medicine - Published
- 2023
12. Exergy analysis of China’s transportation sector
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Zheng Meng, Yunan Peng, Jiaxi Wu, Xudong Wu, Kejia Yan, Boxi Li, and Bo Zhang
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Renewable Energy, Sustainability and the Environment ,Energy Engineering and Power Technology - Published
- 2023
13. Lysosomal TPCN (two pore segment channel) inhibition ameliorates beta-amyloid pathology and mitigates memory impairment in Alzheimer disease
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Zhou Zhu, Min Li, Jia-Hong Lu, King-Ho Cheung, Cheng-Fu Su, Senthilkumar Krishnamoorthi, Alexis Shiying Huang, Benjamin Chun-Kit Tong, Aston Jiaxi Wu, Jia Liu, Ashok Iyaswamy, Sandeep Malampati, Jieqiong Tan, Ju-Xian Song, Weidong Pan, Sravan Gopalkrishnashetty Sreenivasmurthy, and Rui Dong
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Vacuolar Proton-Translocating ATPases ,Cathepsin D ,Presenilin ,Sequestosome 1 ,Alzheimer Disease ,Autophagy ,medicine ,PSEN1 ,Humans ,education ,Molecular Biology ,Adenosine Triphosphatases ,Memory Disorders ,education.field_of_study ,Amyloid beta-Peptides ,Glial fibrillary acidic protein ,biology ,Long-term potentiation ,Cell Biology ,medicine.disease ,Cell biology ,biology.protein ,Allograft inflammatory factor 1 ,Alzheimer's disease ,Lysosomes ,Research Paper - Abstract
Impairment of the macroautophagy/autophagy-lysosomal pathway (ALP) can lead to amyloid plaque accumulation in Alzheimer disease (AD); however, the underlying mechanism remains unresolved. This study revealed a mechanism of ALP impairment mediated by gain-of-function of lysosomal TPCN2/TPC2 (two pore segment channel 2) and suggests a molecular target for AD intervention. Using mutant PSEN1/PS1 (presenilin 1)-expressing human neuroblastoma SH-SY5Y and familial AD fibroblasts collected from human patients, we showed lysosomal pH was increased in AD cells due to exaggerated TPCN2-mediated calcium (Ca2+) release which increases lysosomal pH and compromises ALP degradation. Genetic knockdown or pharmacological inhibition of the TPCN2 channel restored lysosomal Ca2+ homeostasis, acidity of the lysosome and ALP function. Furthermore, AD mice (5xFAD) that had received treatment with the TPCN2 inhibitor tetrandrine for 6 months or injection of AAV-shTpcn2 to knock down Tpcn2 showed reduction in amyloid plaques in cortical and hippocampal regions. These treatments also improved spine morphology and density and corrected cognitive deficits in 5xFAD mice assayed by immunohistochemistry, behavioral tests, and electrophysiological measurements, respectively. Taken together, these findings reveal a previously under-appreciated role of lysosomal TPCN2 in ALP impairment of AD. They also suggest targeting the lysosomal TPCN2 can serve as a therapeutic strategy for AD treatment in future drug development. Aβ: β-amyloid; AD: Alzheimer disease; AIF1/IBA1: allograft inflammatory factor 1; ALP: autophagy-lysosomal pathway; APP: amyloid beta precursor protein; ATP6V1B1/V-ATPase V1b1: ATPase H+ transporting V1 subunit B1; AVs: autophagy vacuoles; BAF: bafilomycin A1; CFC: contextual/cued fear conditioning assay; CHX: Ca2+/H+ exchanger; CTF-β: carboxy-terminal fragment derived from β-secretase; CTSD: cathepsin D; fAD: familial Alzheimer disease; GFAP: glial fibrillary acidic protein; LAMP1: lysosomal associated membrane protein 1; LTP: long‐term potentiation; MCOLN1/TRPML1: mucolipin 1; MAP1LC3B/LC3B: microtubule associated protein 1 light chain 3 beta; MAPT: microtubule associated protein tau; MWM: Morris water maze; NFT: neurofibrillary tangles; PFC: prefrontal cortex; PSEN1: presenilin 1; SQSTM1/p62: sequestosome 1; TBS: theta burst stimulation; TEM: transmission electronic microscopy; TPCN2/TPC2: two pore segment channel 2; WT: wild-type; V-ATPase: vacuolar type H+-ATPase
- Published
- 2021
14. Compliance With the US Food and Drug Administration’s Guidelines for Health Warning Labels and Engagement in Little Cigar and Cigarillo Content: Computer Vision Analysis of Instagram Posts (Preprint)
- Author
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Jiaxi Wu, Juan Manuel Origgi, Lynsie R Ranker, Aruni Bhatnagar, Rose Marie Robertson, Ziming Xuan, Derry Wijaya, Traci Hong, and Jessica L Fetterman
- Abstract
BACKGROUND Health warnings in tobacco advertisements provide health information while also increasing the perceived risks of tobacco use. However, existing federal laws requiring warnings on advertisements for tobacco products do not specify whether the rules apply to social media promotions. OBJECTIVE This study aims to examine the current state of influencer promotions of little cigars and cigarillos (LCCs) on Instagram and the use of health warnings in influencer promotions. METHODS Instagram influencers were identified as those who were tagged by any of the 3 leading LCC brand Instagram pages between 2018 and 2021. Posts from identified influencers, which mentioned one of the three brands were considered LCC influencer promotions. A novel Warning Label Multi-Layer Image Identification computer vision algorithm was developed to measure the presence and properties of health warnings in a sample of 889 influencer posts. Negative binomial regressions were performed to examine the associations of health warning properties with post engagement (number of likes and comments). RESULTS The Warning Label Multi-Layer Image Identification algorithm was 99.3% accurate in detecting the presence of health warnings. Only 8.2% (n=73) of LCC influencer posts included a health warning. Influencer posts that contained health warnings received fewer likes (incidence rate ratio 0.59, PP CONCLUSIONS Health warnings are rarely used by influencers tagged by LCC brands’ Instagram accounts. Very few influencer posts met the US Food and Drug Administration’s health warning requirement of size and placement for tobacco advertising. The presence of a health warning was associated with lower social media engagement. Our study provides support for the implementation of comparable health warning requirements to social media tobacco promotions. Using an innovative computer vision approach to detect health warning labels in influencer promotions on social media is a novel strategy for monitoring health warning compliance in social media tobacco promotions.
- Published
- 2022
15. Structural insights into the assembly of gp130 family cytokine signaling complexes
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Yi Zhou, Panayiotis E. Stevis, Jing Cao, Kei Saotome, Jiaxi Wu, Arielle Glatman Zaretsky, Sokol Haxhinasto, George D. Yancopoulos, Andrew J. Murphy, Mark W. Sleeman, William C. Olson, and Matthew C. Franklin
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Multidisciplinary - Abstract
The interleukin-6 (IL-6) family cytokines signal through gp130 receptor homodimerization or heterodimerization with a second signaling receptor and play crucial roles in various cellular processes. We determined cryo–electron microscopy structures of five signaling complexes of this family, containing full receptor ectodomains bound to their respective ligands ciliary neurotrophic factor, cardiotrophin-like cytokine factor 1 (CLCF1), leukemia inhibitory factor, IL-27, and IL-6. Our structures collectively reveal similarities and differences in the assembly of these complexes. The acute bends at both signaling receptors in all complexes bring the membrane-proximal domains to a ~30 angstrom range but with distinct distances and orientations. We also reveal how CLCF1 engages its secretion chaperone cytokine receptor–like factor 1. Our data provide valuable insights for therapeutically targeting gp130-mediated signaling.
- Published
- 2022
16. Tetrandrine ameliorates cognitive deficits and mitigates tau aggregation in cell and animal models of tauopathies
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Benjamin Chun-Kit Tong, Alexis Shiying Huang, Aston Jiaxi Wu, Ashok Iyaswamy, Olivia Ka-Yi Ho, Anna Hau-Yee Kong, Sravan Gopalkrishnashetty Sreenivasmurthy, Zhou Zhu, Chengfu Su, Jia Liu, Juxian Song, Min Li, and King-Ho Cheung
- Subjects
Endocrinology, Diabetes and Metabolism ,Biochemistry (medical) ,Clinical Biochemistry ,tau Proteins ,Mice, Transgenic ,Cell Biology ,General Medicine ,Mice ,Disease Models, Animal ,Cognition ,Tauopathies ,Alzheimer Disease ,Animals ,Pharmacology (medical) ,Calcium ,Molecular Biology - Abstract
Background Tauopathies are neurodegenerative diseases that are associated with the pathological accumulation of tau-containing tangles in the brain. Tauopathy can impair cognitive and motor functions and has been observed in Alzheimer’s disease (AD) and frontotemporal dementia (FTD). The aetiology of tauopathy remains mysterious; however, recent studies suggest that the autophagic-endolysosomal function plays an essential role in the degradation and transmission of pathological tau. We previously demonstrated that tetrandrine could ameliorate memory functions and clear amyloid plaques in transgenic AD mice by restoring autophagic-endolysosomal function. However, the efficacy of tetrandrine and the associated therapeutic mechanism in tauopathies have not been evaluated and elucidated. Methods Novel object recognition, fear conditioning and electrophysiology were used to evaluate the effects of tetrandrine on memory functions in transgenic tau mice. Western blotting and immunofluorescence staining were employed to determine the effect of tetrandrine on autophagy and tau clearance in vivo. Calcium (Ca2+) imaging and flow cytometry were used to delineate the role of pathological tau and tetrandrine in lysosomal Ca2+ and pH homeostasis. Biochemical BiFC fluorescence, Western blotting and immunofluorescence staining were used to evaluate degradation of hyperphosphorylated tau in vitro, whereas coculture of brain slices with isolated microglia was used to evaluate tau clearance ex vivo. Results We observed that tetrandrine treatment mitigated tau tangle development and corrected memory impairment in Thy1-hTau.P301S transgenic mice. Mechanistically, we showed that mutant tau expression disrupts lysosome pH by increasing two-pore channel 2 (TPC2)-mediated Ca2+ release, thereby contributing to lysosome alkalinization. Tetrandrine inhibits TPC2, thereby restoring the lysosomal pH, promotes tau degradation via autophagy, and ameliorates tau aggregation. Furthermore, in an ex vivo assay, we demonstrated that tetrandrine treatment promotes pathological tau clearance by microglia. Conclusions Together, these findings suggest that pathological tau disturbs endolysosomal homeostasis to impair tau clearance. This impairment results in a vicious cycle that accelerates disease pathogenesis. The success of tetrandrine in reducing tau aggregation suggests first, that tetrandrine could be an effective drug for tauopathies and second, that rescuing lysosomal Ca2+ homeostasis, thereby restoring ALP function, could be an effective general strategy for the development of novel therapies for tauopathies.
- Published
- 2022
17. Compliance With the US Food and Drug Administration’s Guidelines for Health Warning Labels and Engagement in Little Cigar and Cigarillo Content: Computer Vision Analysis of Instagram Posts
- Author
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Jiaxi Wu, Juan Manuel Origgi, Lynsie R Ranker, Aruni Bhatnagar, Rose Marie Robertson, Ziming Xuan, Derry Wijaya, Traci Hong, and Jessica L Fetterman
- Abstract
Background Health warnings in tobacco advertisements provide health information while also increasing the perceived risks of tobacco use. However, existing federal laws requiring warnings on advertisements for tobacco products do not specify whether the rules apply to social media promotions. Objective This study aims to examine the current state of influencer promotions of little cigars and cigarillos (LCCs) on Instagram and the use of health warnings in influencer promotions. Methods Instagram influencers were identified as those who were tagged by any of the 3 leading LCC brand Instagram pages between 2018 and 2021. Posts from identified influencers, which mentioned one of the three brands were considered LCC influencer promotions. A novel Warning Label Multi-Layer Image Identification computer vision algorithm was developed to measure the presence and properties of health warnings in a sample of 889 influencer posts. Negative binomial regressions were performed to examine the associations of health warning properties with post engagement (number of likes and comments). Results The Warning Label Multi-Layer Image Identification algorithm was 99.3% accurate in detecting the presence of health warnings. Only 8.2% (n=73) of LCC influencer posts included a health warning. Influencer posts that contained health warnings received fewer likes (incidence rate ratio 0.59, P Conclusions Health warnings are rarely used by influencers tagged by LCC brands’ Instagram accounts. Very few influencer posts met the US Food and Drug Administration’s health warning requirement of size and placement for tobacco advertising. The presence of a health warning was associated with lower social media engagement. Our study provides support for the implementation of comparable health warning requirements to social media tobacco promotions. Using an innovative computer vision approach to detect health warning labels in influencer promotions on social media is a novel strategy for monitoring health warning compliance in social media tobacco promotions.
- Published
- 2023
18. The Picture of #Mentalhealth on Instagram: Congruent vs. Incongruent Emotions in Predicting the Sentiment of Comments
- Author
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Jiaxi Wu and Traci Hong
- Abstract
This study explores the effects of sentiment of Instagram images and captions on the sentiment of comments. All Instagram posts with the hashtag #mentalhealth and the associated metadata were scraped on World Mental Health Day. A mixed-method approach of a sentiment classifier and a quantitative content analysis of Instagram posts (N = 7,078) was used. Overall, our sample contained more positive sentiment posts and comments than negative ones, indicating a possible connection between mental health-related discourse and positive sentiment on Instagram. Images containing faces elicited more likes, comments and positive comments compared with images without faces. MANCOVA analyses of images with human faces found that emotional contagion from Instagram posts to comments was only observed when considering the sentiment of both images and captions. Congruency effects were seen for posts with both negative captions and images, which elicited more negative comments compared to emotionally incongruent posts. Theoretical implications of emotional contagion and real-life implications for mental health social media campaign design are discussed.
- Published
- 2022
19. The Impact of Influencers on Cigar Promotions: A Content Analysis of Large Cigar and Swisher Sweets Videos on TikTok
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Jiaxi Wu, Alyssa F. Harlow, Derry Wijaya, Micah Berman, Emelia J. Benjamin, Ziming Xuan, Traci Hong, and Jessica L. Fetterman
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Health, Toxicology and Mutagenesis ,Public Health, Environmental and Occupational Health ,Product Packaging ,Humans ,Female ,Tobacco Products ,Consumer Behavior ,cigars ,little cigars ,flavored cigars ,Swisher Sweets ,social media ,influencer promotion ,TikTok ,Social Media ,Cannabis - Abstract
Little is known about the content, promotions, and individuals in cigar-related videos on TikTok. TikTok videos with large cigar and Swisher Sweets-related hashtags between July 2016 and September 2020 were analyzed. Follower count was used to identify influencers. We compared content characteristics and demographics of featured individuals between cigar types, and by influencer status. We also examined the association between content characteristics and video engagement. Compared to large cigar videos, Swisher Sweets videos were more likely to feature arts and crafts with cigar packages, cannabis use, and flavored products. In addition, Swisher Sweets videos were also more likely to feature females, Black individuals, and younger individuals. Both Swisher Sweets and large cigar influencers posted more videos of cigar purchasing behaviors than non-influencers, which was associated with more video views. None of the videos disclosed sponsorship with #ad or #sponsored. Videos containing the use of cigar packages for arts and crafts, and flavored products highlight the importance of colorful packaging and flavors in the appeal of Swisher Sweets cigars, lending support for plain packaging requirements and the prohibition of flavors in cigar products to decrease the appeal of cigars. The presence and broad reach of cigar promotions on TikTok requires stricter enforcement of anti-tobacco promotion policies.
- Published
- 2022
20. Moralization of E-cigarette Use and Regulation: A Mixed-Method Computational Analysis of Opinion Polarization
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Yunwen Wang, Yusi Aveva Xu, Jiaxi Wu, Hye Min Kim, Jessica L. Fetterman, Traci Hong, and Margaret L. McLaughlin
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Health (social science) ,Communication - Abstract
E-cigarette use, or vaping, is undergoing a process of moralization in which issues about vaping evolve from being morally neutral to having discernible moral implications. Using Moral Foundations Theory, this study compared the moral narratives underlying polarized views about e-cigarette use and regulation. We integrated computational and human strategies by conducting the Chow test on the time series data and classification, topic modeling, and Chi-square tests on posts (
- Published
- 2022
21. A Robust Approach for Hotspots Prevention and Resolution in Cloud Services
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Jiaxi Wu, Wenquan Yang, Xinming Han, Yunzhe Qiu, and Andrei Gudkov
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
22. LiDAR-Based Local Path Planning Method for Reactive Navigation in Underground Mines
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Yuanjian Jiang, Pingan Peng, Liguan Wang, Jiaheng Wang, Jiaxi Wu, and Yongchun Liu
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local path planning ,2D LiDAR ,reactive navigation ,underground mines ,thinning algorithm ,General Earth and Planetary Sciences - Abstract
Reactive navigation is the most researched navigation technique for underground vehicles. Local path planning is one of the main research difficulties in reactive navigation. At present, no technique can perfectly solve the problem of local path planning for the reactive navigation of underground vehicles. Aiming to address this problem, this paper proposes a new method for local path planning based on 2D LiDAR. First, we convert the LiDAR data into a binary image, and we then extract the skeleton of the binary image through a thinning algorithm. Finally, we extract the centerline of the current laneway from these skeletons and smooth the obtained roadway centerline as the current planned local path. Experiments show that the proposed method has high robustness and good performance. Additionally, the method can also be used for the global path planning of underground maps.
- Published
- 2023
23. Trajectory-based Split Hindsight Reverse Curriculum Learning
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Jiaxi Wu, Dianmin Zhang, Shanlin Zhong, and Hong Qiao
- Published
- 2021
24. Hydrogen Leakage Simulation and Risk Analysis of Hydrogen Fueling Station in China
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Xuchao Zhang, Gang Qiu, Shali Wang, Jiaxi Wu, and Yunan Peng
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hydrogen fueling station ,quantitative risk assessment ,hydrogen leak ,physical model ,safety distance ,Renewable Energy, Sustainability and the Environment ,Geography, Planning and Development ,Building and Construction ,Management, Monitoring, Policy and Law - Abstract
Hydrogen is a renewable energy source with various features, clean, carbon-free, high energy density, which is being recognized internationally as a “future energy.” The US, the EU, Japan, South Korea, China, and other countries or regions are gradually clarifying the development position of hydrogen. The rapid development of the hydrogen energy industry requires more hydrogenation infrastructure to meet the hydrogenation need of hydrogen fuel cell vehicles. Nevertheless, due to the frequent occurrence of hydrogen infrastructure accidents, their safety has become an obstacle to large-scale construction. This paper analyzed five sizes (diameters of 0.068 mm, 0.215 mm, 0.68 mm, 2.15 mm, and 6.8 mm) of hydrogen leakage in the hydrogen fueling station using Quantitative Risk Assessment (QRA) and HyRAM software. The results show that unignited leaks occur most frequently; leaks caused by flanges, valves, instruments, compressors, and filters occur more frequently; and the risk indicator of thermal radiation accident and structure collapse accident caused by overpressure exceeds the Chinese individual acceptable risk standard and the risk indicator of a thermal radiation accident and head impact accident caused by overpressure is below the Chinese standard. On the other hand, we simulated the consequences of hydrogen leak from the 45 MPa hydrogen storage vessels by the physic module of HyRAM and obtained the ranges of plume dispersion, jet fire, radiative heat flux, and unconfined overpressure. We suggest targeted preventive measures and safety distance to provide references for hydrogen fueling stations’ safe construction and operation.
- Published
- 2022
25. A harmony search based algorithm for a stochastic two-sided assembly line balancing problem
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Leyuan Shi, Wei Jiang, and Jiaxi Wu
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Task (computing) ,Computer science ,Stochastic process ,Mode (statistics) ,Benchmark (computing) ,Production (economics) ,Optimal computing budget allocation ,Harmony search ,Assembly line ,Algorithm - Abstract
We address a two-sided assembly line balancing problem with the consideration of stochastic task time and multi-product production mode. The objective is to minimize the expected cycle time. In view of the difficulty in evaluating the objective in a stochastic environment, we model the target problem as a simulation optimization problem. A Harmony Search (HS) based algorithm is proposed to solve the problem. Besides, an Optimal Computing Budget Allocation (OCBA) method is adopted to enhance the simulation efficiency. Numerical experiments are conducted to evaluate the performance of the proposed HS-based algorithm against other well-known algorithms in the literature. The results indicate that the proposed algorithm outperforms the benchmark algorithms both in quality and computing efficiency.
- Published
- 2021
26. Learning Smooth and Omnidirectional Locomotion for Quadruped Robots
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Chen'an Wang, Shanlin Zhong, Jiaxi Wu, Boxing Wang, Dianmin Zhang, and Hong Qiao
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Gait (human) ,Inverse kinematics ,Computer science ,business.industry ,Convergence (routing) ,Trajectory ,Robot ,PID controller ,Reinforcement learning ,Artificial intelligence ,Trial and error ,business - Abstract
It often takes a lot of trial and error to get a quadruped robot to learn a proper and natural gait directly through reinforcement learning. Moreover, it requires plenty of attempts and clever reward settings to learn appropriate locomotion. However, the success rate of network convergence is still relatively low. In this paper, the referred trajectory, inverse kinematics, and transformation loss are integrated into the training process of reinforcement learning as prior knowledge. Therefore reinforcement learning only needs to search for the optimal solution around the referred trajectory, making it easier to find the appropriate locomotion and guarantee convergence. When testing, a PD controller is fused into the trained model to reduce the velocity following error. Based on the above ideas, we propose two control framework - single closed-loop and double closed-loop. And their effectiveness is proved through experiments. It can efficiently help quadruped robots learn appropriate gait and realize smooth and omnidirectional locomotion, which all learned in one model.
- Published
- 2021
27. Reinforcement Learning Based Variable Impedance Control for High Precision Human-robot Collaboration Tasks
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Yan Meng, Jianhua Su, and Jiaxi Wu
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Task (computing) ,Impedance control ,Generalization ,Human–computer interaction ,Computer science ,Robot ,Reinforcement learning ,Impedance parameters ,Expression (mathematics) ,Human–robot interaction - Abstract
Human-robot collaboration is an important area with great potential in intelligent manufacturing. Due to the diversity of collaboration tasks, robot collaboration skills should have the ability to adapt to different skills. However, problems such as skill expression and generalization are challenging. Meanwhile, the differences in the skills of various operators bring difficulties to collaborative robots. This work develops a variable impedance learning method for human-robot collaboration assembly. Unlike most previous work that mainly dis-cussed a special human collaborator with the fixed impedance parameters, this work learns a robot impedance by reinforcement learning. We aim to make the inertia, damping, and stiffness parameters adaptive by Proximal Policy Optimization (PPO) algorithm. Hence, we can let the robot collaborate with various human collaborators to accomplish a high-precision assembly task. Two experiment results illustrate the validity of the proposed method. The detailed experimental videos are available at https://youtu.be/AJyjW2NwA74.
- Published
- 2021
28. Characterization of in vitro neural functional connectivity on a neurofluidic device
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Zhengfei Wang, Xuefei Shen, Tao Chen, and Jiaxi Wu
- Subjects
Computer science ,Clinical Biochemistry ,Microfluidics ,Burst frequency ,Neurophysiology ,02 engineering and technology ,Network topology ,Hippocampus ,01 natural sciences ,Biochemistry ,Analytical Chemistry ,Rats, Sprague-Dawley ,Bursting ,Biological neural network ,Animals ,Cells, Cultured ,Neurons ,Functional connectivity ,010401 analytical chemistry ,Equipment Design ,Microfluidic Analytical Techniques ,021001 nanoscience & nanotechnology ,Rats ,0104 chemical sciences ,Microelectrode ,Microfluidic chamber ,Tissue Array Analysis ,Nerve Net ,0210 nano-technology ,Microelectrodes ,Neuroscience - Abstract
Understanding the mechanism of functional connectivity in neural system is of great benefit to lot of researches and applications. Microfluidics and microelectrode arrays (MEAs) have been frequently utilized for in vitro neural cultures study. However, there are few studies on the functional connectivity of neural cultures grown on a microfluidic chip. It is intriguing to unveil the influences of microfluidic structures on in vitro neuronal networks from the perspective of functional connectivity. Hence, in the present study, a device was established, which comprised a microfluidic chamber for cell growth and a MEA substrate for recording the electrophysiological response of the neuronal networks. The network topology, neural firing rate, neural bursting rate and network burst frequency were adopted as representative characteristics for neuronal networks analysis. Functional connectivity was estimated by means of cross-covariance analysis and graph theory. The results demonstrated that the functional connectivity of the in vitro neuronal networks formed in the microchannel has been apparently reinforced, corresponding to improve neuronal network density and increased small-worldness.
- Published
- 2019
29. Houttuynia Cordata Essential Oil Mitigates Airway Remodeling in Asthma by Rectifying IP3R‐mediated Ca 2+ Disruption
- Author
-
Alexis Shiying Huang, Zhiling Yu, Xiuqiong Fu, King-Ho Cheung, Chun‐Hin Hung, Benjamin Chun-Kit Tong, Aston Jiaxi Wu, and Jing-Xuan Bai
- Subjects
biology ,business.industry ,Pharmacology ,biology.organism_classification ,medicine.disease ,Biochemistry ,law.invention ,Houttuynia cordata ,law ,Genetics ,Medicine ,business ,Airway ,Molecular Biology ,Essential oil ,Biotechnology ,Asthma - Published
- 2021
30. Public Responses and Concerns Regarding Vape Bans on Reddit: A Longitudinal Topic Modeling Approach
- Author
-
Hye Min Kim, Jiaxi Wu, Margaret McLaughlin, Yunwen Wang, Yusi Aveva Xu, and Traci Hong
- Subjects
Topic model ,medicine.medical_specialty ,Public health ,media_common.quotation_subject ,Context (language use) ,Advertising ,computer.software_genre ,Social issues ,Tobacco industry ,News aggregator ,Political science ,medicine ,Social media ,computer ,Autonomy ,media_common - Abstract
Public responses toward vaping (i.e. electronic cigarette use) and vape bans have been hotly debated on social media. This study investigated vape-ban-related posts (n = 6,547) published between August 15, 2019 and February 15, 2020 on Reddit, a news aggregation social networking site that tolerates discussions that may be self-censored on other platforms. We conducted time series analysis and structural topic modeling to track public responses to the vape ban over a six-month period. Results showed that Google searches for vaping-related information were significantly associated with vape-ban-related posting activity on Reddit; and that eight topics emerged from the data, which included (1) Donald Trump, (2) vaping products, (3) liberty and autonomy, (4) inaccurate media reporting, (5) loopholes in state vape bans, (6) tobacco industry influence and the stupidity of ban, (7) the contrast between vaping and other more dangerous issues (e.g. school shootings, suicides), and (8) encouraging vapers to “vape on” (continue to vape). Each topic was examined in terms of their modelled longitudinal prevalence. All eight topics shared a similar theme of advocating vaping, although Redditors provided nuanced responses across time as the vaping epidemic unfolded. Social media discourse is promising to provide real-time indications of public response for diseases and epidemic surveillance, and to shed light on broader societal issues beyond the specific public health context.
- Published
- 2021
31. Learning Pre-grasp Pushing Manipulation of Wide and Flat Objects Using Binary Masks
- Author
-
Jiaxi Wu, Shanlin Zhong, and Yinlin Li
- Published
- 2021
32. The genetic sequences prone to copy number variation and single nucleotide polymorphism are linked to the repair of the poisoned DNA topoisomerase II
- Author
-
Li Liu, Jiaxi Wu, Cong Ma, Chuo Jiang, Chunxiu Zhang, Detao Wang, and Fuxue Chen
- Subjects
Genetics ,Topoisomerase ,biology.protein ,Chromosome ,SNP ,Single-nucleotide polymorphism ,Disease ,Copy-number variation ,Biology ,Chromosome aberration ,Gene - Abstract
TOP2-poisoning bioflavonoids and pesticides are linked to the copy number variation-related autism and chromosome translocation-related leukemia. On the other hand, the poisoned DNA topoisomerase II (TOP2) can lead to chromosome aberration. However, except a limited number of genes such as the MLL fusion, other poisoned TOP2-targeted genes, as well as their relationships with any specific diseases, are not defined. We applied the γH2A.X antibodies to genome-widely immunoprecipitate the chromatins that were associated with the repair of the TOP2 poison etoposide-induced DNA double strand breaks. We identified many transcriptable protein- and nonprotein-coding DNA sequences that are the candidates of or associated with many gene copy number variation- and/or single nucleotide polymorphism-associated diseases, including but not limited to microdeletion and microduplication syndromes (which are phenotypically presented as developmental, autistic, neurological, psychiatric, diabetic, autoimmune, and neoplastic diseases among many others) as well as stature, obesity, metabolic syndrome, hypertension, coronary artery disease, ischemic stroke, aortic aneurysm and dissection, leukemia, cancer, osteoporosis, Alzheimer disease, Parkinson disease, and Huntington disease. Our data raise the possibility that the poisoned TOP2 might be linked to the specific genetic alterations contributing to these diseases, additional to the known copy number variation-related autism and chromosome translocation-related leukemia. According to our and others’ data, we propose a model that may interpret the features, such as mosaicism, polygenic traits and pleiotropy, of these diseases.Author SummaryFor the past several decades, the morbidity rate of many diseases, including autism, mental disorders, cancer, cardiovascular diseases, diabetes, and senile dementia, has world-widely been rising. Analysis of the genome of the patients and their family members has identified the genes, whose alterations, so called copy number variation (CNV) and single nucleotide polymorphism (SNP), contribute to the diseases. Moreover, the CNVs and SNPs are de novo, that is, they have occurred only in the recent generations. Epidemiologically, this indicates that for the past several decades, there have existed some unknown world-wide etiologies to which human beings are exposed. If the etiologies are identified, avoiding human’s exposure may reduce the morbidity of the diseases. We have found that the repair of the poisoned topoisomerase II involves many genes that contribute to the aforementioned diseases. As the topoisomerase II is known to be located at the genomic sites where the disease-associated CNVs occur, as the poisoned topoisomerase II is susceptible to chromosome aberration, and as the topoisomerase II poisons, such as dietary bioflavonoids, are widely distributed in the environment, our data raise the yet-to-be-confirmed possibility that the environmental topoisomerase II poisons might etiologically contribute to many CNV-associated diseases.
- Published
- 2020
33. Rectifying Attenuated Store-Operated Calcium Entry as a Therapeutic Approach for Alzheimer's Disease
- Author
-
Aston Jiaxi Wu, Jia Liu, Min Li, Xiaotong Chen, Zhou Zhu, Benjamin Chun-Kit Tong, Cheng-Fu Su, Sravan Gopalkrishnashetty Sreenivasmurthy, King-Ho Cheung, and Alexis Shiying Huang
- Subjects
Neurons ,Neurogenesis ,Biology ,Neurotransmission ,Store-operated calcium entry ,Calcium in biology ,Neurology ,Alzheimer Disease ,Synaptic plasticity ,Extracellular ,Humans ,Calcium ,Neurology (clinical) ,Calcium Signaling ,Signal transduction ,Neuroscience ,Calcium signaling - Abstract
Alzheimer’s disease (AD) is the most common neurodegenerative disorder. Although the pathological hallmarks of AD have been identified, the derived therapies cannot effectively slow down or stop disease progression; hence, it is likely that other pathogenic mechanisms are involved in AD pathogenesis. Intracellular calcium (Ca2+) dyshomeostasis has been consistently observed in AD patients and numerous AD models and may emerge prior to the development of amyloid plaques and neurofibrillary tangles. Thus, intracellular Ca2+ disruptions are believed to play an important role in AD development and could serve as promising therapeutic intervention targets. : One of the disrupted intracellular Ca2+ signaling pathways manifested in AD is attenuated storeoperated Ca2+ entry (SOCE). SOCE is an extracellular Ca2+ entry mechanism mainly triggered by intracellular Ca2+ store depletion. Maintaining normal SOCE function not only provides a means for the cell to replenish ER Ca2+ stores but also serves as a cellular signal that maintains normal neuronal functions, including excitability, neurogenesis, neurotransmission, synaptic plasticity, and gene expression. However, normal SOCE function is diminished in AD, resulting in disrupted neuronal spine stability and synaptic plasticity and the promotion of amyloidogenesis. Mounting evidence suggests that rectifying diminished SOCE in neurons may intervene with the progression of AD. In this review, the mechanisms of SOCE disruption and the associated pathogenic impacts on AD will be discussed. We will also highlight the potential therapeutic targets or approaches that may help ameliorate SOCE deficits for AD treatment.
- Published
- 2020
34. Multi-scale Positive Sample Refinement for Few-Shot Object Detection
- Author
-
Yunhong Wang, Di Huang, Songtao Liu, and Jiaxi Wu
- Subjects
Exploit ,Computer science ,Scale (descriptive set theory) ,02 engineering and technology ,Pascal (programming language) ,010501 environmental sciences ,Object (computer science) ,computer.software_genre ,01 natural sciences ,Object detection ,Data acquisition ,Sampling distribution ,0202 electrical engineering, electronic engineering, information engineering ,Code (cryptography) ,020201 artificial intelligence & image processing ,Data mining ,computer ,0105 earth and related environmental sciences ,computer.programming_language - Abstract
Few-shot object detection (FSOD) helps detectors adapt to unseen classes with few training instances, and is useful when manual annotation is time-consuming or data acquisition is limited. Unlike previous attempts that exploit few-shot classification techniques to facilitate FSOD, this work highlights the necessity of handling the problem of scale variations, which is challenging due to the unique sample distribution. To this end, we propose a Multi-scale Positive Sample Refinement (MPSR) approach to enrich object scales in FSOD. It generates multi-scale positive samples as object pyramids and refines the prediction at various scales. We demonstrate its advantage by integrating it as an auxiliary branch to the popular architecture of Faster R-CNN with FPN, delivering a strong FSOD solution. Several experiments are conducted on PASCAL VOC and MS COCO, and the proposed approach achieves state of the art results and significantly outperforms other counterparts, which shows its effectiveness. Code is available at https://github.com/jiaxi-wu/MPSR.
- Published
- 2020
35. Requirements for cDC2 positioning in blood-exposed regions of the neonatal and adult spleen
- Author
-
Dan Liu, Jason G. Cyster, Jinping An, and Jiaxi Wu
- Subjects
0301 basic medicine ,White pulp ,CD4-Positive T-Lymphocytes ,Cell type ,Immunology ,Integrin ,Spleen ,Integrin alpha4beta1 ,Lymphocyte Activation ,Infectious Disease and Host Defense ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Immune system ,Antigen ,Cell Movement ,medicine ,Immunology and Allergy ,Animals ,Antigens ,B cell ,Cells, Cultured ,Mice, Knockout ,B-Lymphocytes ,biology ,urogenital system ,Fingolimod Hydrochloride ,Brief Definitive Report ,Dendritic Cells ,Marginal zone ,Lymphocyte Function-Associated Antigen-1 ,Cell biology ,Mice, Inbred C57BL ,030104 developmental biology ,medicine.anatomical_structure ,Animals, Newborn ,biology.protein ,030217 neurology & neurosurgery - Abstract
Splenic cDCs must be positioned for blood-borne antigen encounter. This study shows that cDC2 localization in bridging channels versus the marginal zone (MZ) is dictated by MZ B cells. Further, it establishes that integrins are necessary for cDC2 retention in blood-exposed regions., The marginal zone (MZ) of the spleen contains multiple cell types that are involved in mounting rapid immune responses against blood-borne pathogens, including conventional dendritic cells (cDCs) and MZ B cells. MZ B cells develop later than other B cell types and are sparse in neonatal mice. Here, we show that cDC2s are abundant in the MZ of neonatal compared with adult mice. We find that conditions associated with reduced MZ B cell numbers in adult mice cause increased cDC2 occupancy of the MZ. Treatment with the S1PR1-modulating drug, FTY720, causes cDC2 movement into the MZ through the indirect mechanism of displacing MZ B cells into follicles. Splenic cDC2s express high amounts of α4β1 and αLβ2 integrins and depend on these integrins and the adaptor Talin for their retention in blood-exposed regions of the spleen. Splenic CD4 T cell activation by particulate antigens is increased in mice with higher cDC2 density in the MZ, including in neonatal mice. Our work establishes requirements for homeostatic cDC2 positioning in the spleen and provides evidence that localization in blood-exposed regions around the white pulp augments cDC2 capture of particulate antigens. We suggest that MZ positioning of cDC2s partially compensates for the lack of MZ B cells during the neonatal period., Graphical Abstract
- Published
- 2019
36. Application of GARCH-CoVaR in Systematic Risk Measurement of Listed Insurance Companies in China
- Author
-
Jiaxi Wu
- Subjects
Financial economics ,Autoregressive conditional heteroskedasticity ,Systematic risk ,Financial market ,Systemic risk ,Business ,China ,Insurance industry ,Close contact ,Stock (geology) - Abstract
After the subprime crisis in 2008, with the rapid development of the insurance industry and the continuous close contact with the financial market, the insurance industry and then generate systemic risk. Based on the actual situation of China's insurance industry, this paper selects the stock returns of five listed insurance companies as the object, and measures and ranks the systematic risks with GARCH-CoVaR method.
- Published
- 2019
37. Validating a Classroom Perception Instrument for Gifted Students in a University-Based Residential Program
- Author
-
Jiaxi Wu, Marcia Gentry, and Enyi Jen
- Subjects
Psychometrics ,Item analysis ,media_common.quotation_subject ,Educational quality ,05 social sciences ,050301 education ,050109 social psychology ,Education ,Goodness of fit ,Perception ,Mathematics education ,0501 psychology and cognitive sciences ,Statistical analysis ,Psychology ,0503 education ,Curriculum ,media_common - Abstract
Summer enrichment and residential programs can provide gifted students with positive social interactions and challenging curricula. However, little research has focused on gifted students’ perceptions of the learning environment in such programs. This research project evaluated the psychometric properties and practical applications of the Student Perceptions of Classroom Quality ( SPOCQ) instrument. The two studies used a total sample of 1,492 diverse, gifted students in Grades 5 through 12 who participated in a university-based enrichment residential program from 2010 through 2013. Confirmatory factor analysis results indicated that although the original model was a moderately good fit for the gifted student participants in 2010 to 2011, some items on the SPOCQ were classroom specific and did not apply to residential programs. Therefore, those items were revised and retested, and results showed that the modified model was a better fit for gifted student participants in 2012 to 2013.
- Published
- 2018
38. 'It Lets Me Fight the Bad Guys': An Exploration Into the Factors Predicting Enjoyment of Violent Video Games
- Author
-
Jiaxi Wu, Swee Kiat Tay, and Karyn Riddle
- Subjects
Exploratory survey ,0508 media and communications ,Communication ,05 social sciences ,Applied psychology ,ComputingMilieux_PERSONALCOMPUTING ,050801 communication & media studies ,050109 social psychology ,0501 psychology and cognitive sciences ,Psychology ,Video game ,Self-determination theory - Abstract
In an exploratory survey that sampled video gamers, participants were asked to indicate why they enjoy playing their favorite video game. On the basis of ESRB ratings, we compare those whose favori...
- Published
- 2018
39. Sensitive and Precise Characterization of Combinatorial Histone Modifications by Selective Derivatization Coupled with RPLC-EThcD-MS/MS
- Author
-
Aiying Nie, Wei Qi, En Li, Yanyan Yu, Rijing Liao, Wei Yi, Yuan Gao, Jiaxi Wu, Shaolian Zhou, Lin Tan, Haibing Deng, Pengyuan Yang, and Dan Zheng
- Subjects
0301 basic medicine ,Lymphoma ,Succinimides ,Peptide ,Mass spectrometry ,Biochemistry ,Histones ,03 medical and health sciences ,chemistry.chemical_compound ,Tandem Mass Spectrometry ,Liquid chromatography–mass spectrometry ,Humans ,Amino Acid Sequence ,Epigenetics ,Derivatization ,chemistry.chemical_classification ,Chromatography, Reverse-Phase ,Chromatography ,biology ,Hydrophilic interaction chromatography ,General Chemistry ,Reversed-phase chromatography ,Histone Code ,030104 developmental biology ,Histone ,chemistry ,biology.protein ,Peptides ,Protein Processing, Post-Translational - Abstract
Deciphering the combinatorial histone codes has been a long-standing interest in the epigenetics field, which requires the reliable and robust characterization of the post-translational modifications (PTMs) coexisting on histones. To this end, weak cation exchange hydrophilic interaction liquid chromatography is commonly used in middle-down liquid chromatography-mass spectrometry approaches for online separation of variously modified histone peptides. Here we provide a novel strategy that combines the selective histone peptide derivatization using N-hydroxysuccinimide propionate ester with reversed-phase liquid chromatography (RPLC) for the robust, sensitive, and reliable characterization of combinatorial histone PTMs. Derivatization amplifies the subtle physical differences between similarly modified histone peptides, thereby allowing baseline separation of these peptides by standard RPLC. Also, the sensitivity of MS is enhanced greatly by derivatization due to the increased peptide hydrophobicity and concentrated charge-state envelope during electrospray ionization. Furthermore, we systematically optimized the dual electron transfer and higher energy collision dissociation and achieved near-complete peptide sequence coverage in MS/MS spectra, allowing highly precise and reliable PTM identification. Using this method, we identified 311 and 293 combinations of histone H3 PTMs from the lymphoma cells Karpas-422 with/without drug treatment, confirming the advantages of our method in serving as a platform for profiling combinatorial histone PTMs.
- Published
- 2017
40. Runners' metabolomic changes following marathon
- Author
-
Xiangyang Tian, Zepeng Cheng, Biqing Fang, Jiaxi Wu, Zhongyu Fu, Rengfei Shi, Jin Zhang, Yu Feng, and Jingjing Zhang
- Subjects
Glyceric acid ,Serum ,medicine.medical_specialty ,Marathon ,Endocrinology, Diabetes and Metabolism ,Medicine (miscellaneous) ,lcsh:TX341-641 ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Valine ,Internal medicine ,medicine ,Aerobic exercise ,Metabolomics ,Exercise ,lcsh:RC620-627 ,030304 developmental biology ,0303 health sciences ,Nutrition and Dietetics ,biology ,business.industry ,Research ,Correction ,Lipid metabolism ,030229 sport sciences ,Metabolism ,lcsh:Nutritional diseases. Deficiency diseases ,Endocrinology ,chemistry ,biology.protein ,Creatine kinase ,Malic acid ,Pyruvic acid ,business ,human activities ,lcsh:Nutrition. Foods and food supply - Abstract
Introduction Marathon, as a long-distance aerobic exercise, has become a fashionable or popular sport. However, little is known about the holistic metabolic changes occurring within the serum metabolome of athletes after the completion of a marathon. Objectives The goal of current study was to have an in-depth understanding of the impact of marathon on human metabolomics as well as the relationships among a variety of metabolites. Methods The 20 studied subjects were all adult males who participated in a marathon. The serum samples of these participants were collected before and after the marathon and the biochemical metabolites in the serum were identified by an untargeted two-dimensional gas chromatography time-of-flight mass spectrometry. Results All participants completed the marathon within 3 h. Compared to those before exercise, serum urea and creatine kinase, as well as cortisol, elevated significantly (p p p p p p p p 2max, and hemoglobin were correlated with the serum metabonomic indicators, so were serum testosterone and cortisol. Conclusion These results illustrate that the metabolism of glucose and lipid of the athletes was enhanced following the marathon match. In addition, the metabolism of glucosamine was decreased and the metabolism of caffeine was increased. Our data provide new insights for marathon performance and nutritional status.
- Published
- 2019
41. Constructing 2D BiOIO
- Author
-
Tao, Jia, Kai, Xu, Jiang, Wu, Qizhen, Liu, Yuyu, Lin, Mingyan, Gu, Fengguo, Tian, Weiguo, Pan, Jiaxi, Wu, and Yixuan, Xiao
- Abstract
A new ternary composite BiOIO
- Published
- 2019
42. Influence of BiOIO
- Author
-
Xia, Zhang, Daolei, Wang, Xiaokun, Man, Jiang, Wu, Qizhen, Liu, Yongfeng, Qi, Zhiqiang, Liu, Xiaoyan, Zhao, Jiaxi, Wu, and Chenyu, Hao
- Abstract
The morphology of catalyst is a very important factor influencing the photocatalytic activity of the catalyst. Owing to its scientific and technological importance, controllable preparation of photocatalysts with different morphologies has been studied. In this work, BiOIO
- Published
- 2019
43. Mechanical stretch activates glycometabolism-related enzymes via estrogen in C
- Author
-
Yu, Feng, Jin, Zhang, Xiangyang, Tian, Jiaxi, Wu, Jianqiang, Lu, and Rengfei, Shi
- Subjects
Glucose Transporter Type 4 ,Estrogens ,Anastrozole ,Myoblasts ,Mice ,Phosphatidylinositol 3-Kinases ,Glucose ,Diabetes Mellitus, Type 2 ,Gene Expression Regulation ,Animals ,Humans ,Insulin ,Stress, Mechanical ,Insulin Resistance ,Proto-Oncogene Proteins c-akt ,Signal Transduction - Abstract
Moderate exercise improves glycometabolic disorder and type 2 diabetes mellitus in menopausal females. So far, the effect of exercise-induced estrogen on muscular glycometabolism is not well defined. The current study was designed to explore the effect of mechanical stretch-induced estrogen on glycometabolism in mouse C
- Published
- 2019
44. Mechanical stretch enhances sex steroidogenesis in C
- Author
-
Yu, Feng, Jiaxi, Wu, Zepeng, Cheng, Jin, Zhang, Jianqiang, Lu, and Rengfei, Shi
- Subjects
Mice ,3-Hydroxysteroid Dehydrogenases ,Aromatase ,17-Hydroxysteroid Dehydrogenases ,Animals ,Estrogens ,Testosterone ,Stress, Mechanical ,Muscle, Skeletal ,Cell Line - Abstract
Skeletal muscle contains estrogens and estrogen synthesis-related enzymes. However, it has not been reported whether myoblasts cultured in vitro also express these enzymes. The purpose of the current study was to address these issues and to explore the effects of mechanical stretch on the enzyme system. The in vitro cultured C
- Published
- 2019
45. Systematic Risk Measurement and Management of Multinational Banks Based on GARCH–CoVaR
- Author
-
Jiaxi Wu and Jian Min
- Subjects
Actuarial science ,Multinational corporation ,Autoregressive conditional heteroskedasticity ,Systematic risk ,Systemic risk ,Business - Published
- 2019
46. Natural cuticle-inspired chitin/silk fibroin/cellulose nanocrystal biocomposite films: fabrication and characterization
- Author
-
Jiaxi Wu, Siqun Wang, Yulu Zhang, Guanben Du, Qian Ye, Li Qiushi, Ganmao Su, David P. Harper, Xiaofei P Ye, and Kaimeng Xu
- Subjects
Materials science ,Fabrication ,Polymers and Plastics ,Cuticle ,Metals and Alloys ,Fibroin ,Surfaces, Coatings and Films ,Electronic, Optical and Magnetic Materials ,Characterization (materials science) ,Biomaterials ,chemistry.chemical_compound ,Chitin ,chemistry ,Chemical engineering ,Nanocrystal ,Cellulose ,Biocomposite - Abstract
This study aims at developing a green sustainable bio-inspired composite film by combining the flexible chitin/silk fibroin matrix (CT/SF) and the rigid cellulose nanocrystals (CNC) with the multi-layer chiral nematic structure. The effects of CNC concentration on the chemical bonding, optical- and micro-morphology, thermal stability and mechanical properies of chitin/silk fibroin/cellulose nanocrystal (CT/SF/CNC) were comprehensively investigated. The results indicate that a critical concentration for CNC at 2 wt% can display the obvious iridescent color domains of biocomposite films with potential optical functional property. There is a color shift from blue to yellow-red corresponding to the higher concentrations at 3.5 and 5.0 wt%, respectively. The concentration of CNC also affects the transition of conformation of SF from the random to the β-turn as well as the bonding ability between SF and CT. The CT/SF/CNC-3.5 wt% with the excellent optical and mechanical properties as well as the improved thermal stability breaks the conventional conflict between increased strength and compromised ductility. Its tensile strength and elongation at break effectively elevate by 282% and 42%, respectively.
- Published
- 2021
47. Mathematical modeling and heuristic approaches for a multi-stage car sequencing problem
- Author
-
Jiaxi Wu, Leyuan Shi, and Yongkang Ding
- Subjects
Sequence ,Mathematical optimization ,021103 operations research ,General Computer Science ,Job shop scheduling ,Heuristic ,Computer science ,Heuristic (computer science) ,media_common.quotation_subject ,0211 other engineering and technologies ,General Engineering ,02 engineering and technology ,Set (abstract data type) ,Downstream (manufacturing) ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Quality (business) ,Upstream (networking) ,Integer programming ,media_common - Abstract
This paper addresses the scheduling problem in three successive processes in car production including the paint shop, painted body storage (PBS) and the assembly shop. The paint shop, which aims to reduce the costs for color changes, is connected to the final assembly shop, which aims to level the usage of the options. A linear PBS is set in between to change the sequence from the upstream shop to the downstream shop. The joint sequencing problem is formulated as a mixed integer linear programming (MILP) model and some properties including the lower bounds are presented. A structural architecture is designed to solve the large-scale real-life instances, and several meta-heuristic algorithms are embedded in the architecture to enhance the ability of finding good solutions. Numerical experiments validate the quality of the proposed algorithms.
- Published
- 2021
48. Elementary students’ perceptions of their classroom activities in China: A validation study
- Author
-
Jiaxi Wu, Yukiko Maeda, Marcia Gentry, Yang Yang, and Enyi Jen
- Subjects
Gable ,media_common.quotation_subject ,05 social sciences ,050401 social sciences methods ,050301 education ,Sample (statistics) ,Test validity ,Class (biology) ,Education ,0504 sociology ,Goodness of fit ,Perception ,Developmental and Educational Psychology ,Mathematics education ,Psychology ,0503 education ,Equivalence (measure theory) ,Factor analysis ,media_common - Abstract
This study is to investigate whether My Class Activities (MCA; Gentry & Gable, 2001a), an instrument developed to measure students’ perceptions of their classroom activities, yields valid data when used with elementary students in China after translation into Chinese. The four factors measured by the instrument (Interest, Challenge, Choice, and Enjoyment) are related closely to students’ motivation and optimal learning as described in Chinese literature. Data from 943 elementary students from a school in mid-China were used in the analyses from an elementary school. Confirmatory factor analyses showed that a four correlated factor model with all 31 items was not a good fit to the data. Factor loadings were checked, and two items were removed from the “challenge” factor. A second four correlated factor model with 29 items generated better goodness-of-fit indices. Measurement equivalence of this model was tested between the Chinese and the U.S. sample of 943 students randomly selected from the origi...
- Published
- 2016
49. Social and Affective Concerns High-Ability Adolescents Indicate They Would Like to Discuss With a Caring Adult
- Author
-
Enyi Jen, Marcia Gentry, and Jiaxi Wu
- Subjects
media_common.quotation_subject ,education ,05 social sciences ,Social change ,Exploratory research ,050301 education ,050109 social psychology ,Education ,Interpersonal relationship ,Feeling ,Content analysis ,Social cognition ,Gifted education ,Well-being ,0501 psychology and cognitive sciences ,Psychology ,0503 education ,Social psychology ,media_common - Abstract
This exploratory study investigated the social and affective concerns of 280 high-ability students in Grades 5 through 12 who participated in a summer residential program. Content analysis of responses from an open-ended survey indicated that high-ability adolescents expressed concerns regarding feelings and emotions, future aspirations, and relationships. How these social and affective concerns differed across gender, age, and among U.S. students, international students, and Native American subgroups were also investigated. Boys would like to discuss puberty and maturity more than girls; students in early adolescence cared about feelings, whereas those in late adolescence wanted to discuss future aspirations; Native American students had similar concerns to those of other students; however, Diné students were concerned about personal issues and bullying. These findings provide researchers and educators in the field of gifted education with new perspectives regarding social and affective concerns of high-ability students.
- Published
- 2015
50. BHLHE40, a third transcription factor required for insulin induction of SREBP-1c mRNA in rodent liver
- Author
-
Joseph L. Goldstein, Tong Guo, Xiang Chen, Jiaxi Wu, Michael S. Brown, Jing Tian, and Zhijian J. Chen
- Subjects
Male ,0301 basic medicine ,Small interfering RNA ,SREBP-1c ,Mouse ,medicine.medical_treatment ,BHLHE40 ,Rats, Sprague-Dawley ,Mice ,chemistry.chemical_compound ,Basic Helix-Loop-Helix Transcription Factors ,Biology (General) ,RNA, Small Interfering ,Liver X Receptors ,Mice, Knockout ,General Neuroscience ,Fatty Acids ,Fatty liver ,Fasting ,General Medicine ,medicine.anatomical_structure ,Hepatocyte ,Medicine ,lipids (amino acids, peptides, and proteins) ,LXR ,Sterol Regulatory Element Binding Protein 1 ,Signal Transduction ,Research Article ,insulin ,medicine.medical_specialty ,QH301-705.5 ,Science ,Primary Cell Culture ,liver ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Internal medicine ,medicine ,Animals ,RNA, Messenger ,Human Biology and Medicine ,Liver X receptor ,Transcription factor ,Fatty acid synthesis ,Homeodomain Proteins ,Sirolimus ,Messenger RNA ,General Immunology and Microbiology ,CCAAT-Enhancer-Binding Protein-beta ,Insulin ,Cell Biology ,medicine.disease ,Rats ,Mice, Inbred C57BL ,030104 developmental biology ,Endocrinology ,Gene Expression Regulation ,chemistry ,Hepatocytes ,C/EBP beta ,Rat - Abstract
In obesity, elevated insulin causes fatty liver by activating the gene encoding SREBP-1c, a transcription factor that enhances fatty acid synthesis. Two transcription factors, LXRα and C/EBPβ, are necessary but not sufficient for insulin induction of hepatic SREBP-1c mRNA. Here, we show that a third transcription factor, BHLHE40, is required. Immunoprecipitation revealed that BHLHE40 binds to C/EBPβ and LXRα in livers of rats that had fasted and then refed. Hepatic BHLHE40 mRNA rises rapidly when fasted rats are refed and when rat hepatocytes are incubated with insulin. Preventing this rise by gene knockout in mice or siRNAs in hepatocytes reduces the insulin-induced rise in SREBP-1c mRNA. Although BHLHE40 is necessary for insulin induction of SREBP-1c, it is not sufficient as demonstrated by failure of lentiviral BHLHE40 overexpression to increase hepatocyte SREBP-1c mRNA in the absence of insulin. Thus, an additional event is required for insulin to increase SREBP-1c mRNA.
- Published
- 2018
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