31 results on '"Chen, Chenxi"'
Search Results
2. Online inference of lane changing events for connected and automated vehicle applications with analytical logistic diffusion stochastic differential equation
- Author
-
Qi, Hongsheng, Chen, Chenxi, Hu, Xianbiao, and Zhang, Jiahao
- Published
- 2022
- Full Text
- View/download PDF
3. The psychological impact on patients with memory disorders and their caregivers during COVID-19
- Author
-
Yuan, Shiyun, Zhang, Wenbo, Lü, Wenqi, Yu, Wuhan, Zhong, Fuxin, Xiong, Lei, Wan, Tianchi, Hu, Cheng, Yang, Wenkai, Chen, Chenxi, Luo, Daijing, Tan, Binjie, Huang, Chengcheng, Yu, Weihua, and Lü, Yang
- Published
- 2021
- Full Text
- View/download PDF
4. Evaluation of the Efficacy and Safety of Pedicled Perforator Flap Technique for Salvage Nipple Reconstruction in Breast Cancer Patients: A Pilot Study.
- Author
-
Chen, Shuanglong, Yang, Qingmo, Zheng, Shaoluan, Chen, Chenxi, Gao, Lujuan, and Liu, Jiaqi
- Abstract
Objective: We propose a pedicled perforator flap technique for salvage nipple reconstruction after initial nipple reconstruction fails in breast cancer patients. Methods: This is a pilot study. A total of 21 female breast cancer patients who underwent nipple reconstruction following initial nipple reconstruction fails were enrolled, and salvage nipple reconstruction based pedicled perforator flap were performed between 2016 and 2020. Operative time, perforator design, postoperative complications, follow-up duration, projection of nipple, as well as patient-reported outcomes measured by the BREAST-Q and visual analogue scale (VAS) were assessed. Results: Sixteen patients underwent fifth lateral intercostal artery perforator reconstruction, while 5 patients underwent fifth anterior intercostal artery perforator flap reconstruction. The surgeries were successful without intraoperative complications, with a mean operative time of 67 minutes. Postoperative complications were absent. The mean follow-up duration was 18 months. The mean nipple projection was 8 mm (range, 6-10 mm) with a shrinkage of 20% at 6 months after surgery. The average scores for psychosocial well-being, satisfaction with breasts, and satisfaction with nipples domains of the BREAST-Q significantly increased (P <.01) at 6 months post-reconstruction. Sexual well-being subdomain showed no statistical difference (P =.9369). The VAS scores for cosmesis and patient satisfaction with surgery were 9 and 9.3, respectively. Conclusion: The pedicled perforator flap technique for salvage nipple reconstruction is a safe and effective approach. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Power Network Vulnerability Assessment Based on Electric Power System Cyber Security Simulation Platform.
- Author
-
Chen, Chenxi, Shi, Kewei, Xiao, Yizhao, Tang, Fei, and Gong, Lianghua
- Published
- 2024
- Full Text
- View/download PDF
6. High throughput and accurate serum proteome profiling by integrated sample preparation technology and single-run data independent mass spectrometry analysis
- Author
-
Lin, Lin, Zheng, Jiaxin, Yu, Quan, Chen, Wendong, Xing, Jinchun, Chen, Chenxi, and Tian, Ruijun
- Published
- 2018
- Full Text
- View/download PDF
7. A Fully Automated Mini-Mental State Examination Assessment Model Using Computer Algorithms for Cognitive Screening.
- Author
-
Chen, Lihua, Zhang, Meiwei, Yu, Weihua, Yu, Juan, Cui, Qiushi, Chen, Chenxi, Liu, Junjin, Huang, Lihong, Liu, Jiarui, Yu, Wuhan, Li, Wenjie, Zhang, Wenbo, Yan, Mengyu, Wu, Jiani, Wang, Xiaoqin, Song, Jiaqi, Zhong, Fuxing, Liu, Xintong, Wang, Xianglin, and Li, Chengxing
- Subjects
MINI-Mental State Examination ,MEDICAL screening ,COGNITIVE computing ,COMPUTER algorithms ,DAS-Naglieri Cognitive Assessment System ,COMPUTER simulation - Abstract
Background: Rapidly growing healthcare demand associated with global population aging has spurred the development of new digital tools for the assessment of cognitive performance in older adults. Objective: To develop a fully automated Mini-Mental State Examination (MMSE) assessment model and validate the model's rating consistency. Methods: The Automated Assessment Model for MMSE (AAM-MMSE) was an about 10-min computerized cognitive screening tool containing the same questions as the traditional paper-based Chinese MMSE. The validity of the AAM-MMSE was assessed in term of the consistency between the AAM-MMSE rating and physician rating. Results: A total of 427 participants were recruited for this study. The average age of these participants was 60.6 years old (ranging from 19 to 104 years old). According to the intraclass correlation coefficient (ICC), the interrater reliability between physicians and the AAM-MMSE for the full MMSE scale AAM-MMSE was high [ICC (2,1)=0.952; with its 95% CI of (0.883,0.974)]. According to the weighted kappa coefficients results the interrater agreement level for audio-related items showed high, but for items "Reading and obey", "Three-stage command", and "Writing complete sentence" were slight to fair. The AAM-MMSE rating accuracy was 87%. A Bland-Altman plot showed that the bias between the two total scores was 1.48 points with the upper and lower limits of agreement equal to 6.23 points and −3.26 points. Conclusions: Our work offers a promising fully automated MMSE assessment system for cognitive screening with pretty good accuracy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Enhancing Mixed Traffic Flow Safety via Connected and Autonomous Vehicle Trajectory Planning with a Reinforcement Learning Approach
- Author
-
Cheng, Yanqiu, Chen, Chenxi, Hu, Xianbiao, Chen, Kuanmin, Tang, Qing, and Song, Yang
- Subjects
Company business planning ,Algorithm ,Driverless cars -- Case studies -- Planning ,Algorithms -- Case studies - Abstract
The longitudinal trajectory planning of connected and autonomous vehicle (CAV) has been widely studied in the literature to reduce travel time or fuel consumptions. The safety impact of CAV trajectory planning to the mixed traffic flow with both CAV and human-driven vehicle (HDV), however, is not well understood yet. This study presents a reinforcement learning modeling approach, named Monte Carlo tree search-based autonomous vehicle safety algorithm, or MCTS-AVS, to optimize the safety of mixed traffic flow, on a one-lane roadway with signalized intersection control. Crash potential index (CPI) is defined to quantitively measure the safety performance of the mixed traffic flow. The CAV trajectory planning problem is firstly formulated as an optimization model; then, the solution procedure based on reinforcement learning is proposed. The tree-expansion determination module and rollout termination module are developed to identify and reduce the unnecessary tree expansion, so as to train the model more efficiently towards the desired direction. The case study results showed that the proposed algorithm was able to reduce the CPI by 76.56%, when compared with a benchmark model without any intelligence, and 12.08%, when compared with another benchmark model that the team developed earlier. These results demonstrated the satisfactory performance of the proposed algorithm in enhancing the safety of the mixed traffic flow., Author(s): Yanqiu Cheng [1,2]; Chenxi Chen [2]; Xianbiao Hu (corresponding author) [2]; Kuanmin Chen [1]; Qing Tang [2]; Yang Song [2] 1. Introduction Connected and automated vehicles (CAVs) have been [...]
- Published
- 2021
- Full Text
- View/download PDF
9. A machine learning-based approach to assess impacts of autonomous vehicles on pavement roughness.
- Author
-
Chen, Chenxi, Song, Yang, Wang, Yizhuang David, Hu, Xianbiao, and Liu, Jenny
- Subjects
- *
PAVEMENTS , *INFRASTRUCTURE (Economics) , *TRAFFIC congestion , *FAILURE analysis , *ARTIFICIAL intelligence , *BOOSTING algorithms , *ROADS , *AUTONOMOUS vehicles - Abstract
Studies have been initiated to investigate the potential impact of connected and automated vehicles (CAVs) on transportation infrastructure. However, most existing research only focuses on the wandering patterns of CAVs. To bridge this gap, an apple-to-apple comparison is first performed to systematically reveal the behavioural differences between the human-driven vehicle (HDV) and CAV trajectory patterns for the first time, with the data collected from the camera-based next generation simulation dataset and autonomous driving co-simulation platform, CARLA and SUMO, respectively. A gradient boosting-based ensemble learning model for pavement performance (i.e. international roughness index) prediction is then developed with the input features including three driving pattern features, namely, lateral wandering deviation, longitudinal car-following distance and driving speed, plus 20 other context variables. A total of 1707 observations is extracted from the long-term pavement performance database for model training purposes. The result indicates that the trained model can accurately predict pavement deterioration and that CAV deteriorates pavement faster than HDV by 8.1% on average. According to the sensitivity analysis, CAV deployment will create a greater impact on the younger pavements, and the rate of pavement deterioration is found to be stable under light traffic, whereas it will increase under congested traffic. This article is part of the theme issue 'Artificial intelligence in failure analysis of transportation infrastructure and materials'. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
10. Analysis of Electric Vehicle Charging Behavior Patterns with Function Principal Component Analysis Approach
- Author
-
Chen, Chenxi, Song, Yang, Hu, Xianbiao, and Guardiola, Ivan G.
- Subjects
Government regulation ,Information accessibility ,Independent regulatory commissions -- Comparative analysis -- Laws, regulations and rules -- Usage ,Electric vehicles -- Usage ,Battery chargers -- Usage ,Information management -- Laws, regulations and rules -- Usage -- Comparative analysis ,Energy consumption -- Comparative analysis -- Laws, regulations and rules -- Usage - Abstract
This manuscript focused on analyzing electric vehicles' (EV) charging behavior patterns with a functional data analysis (FDA) approach, with the goal of providing theoretical support to the EV infrastructure planning and regulation, as well as the power grid load management. 5-year real-world charging log data from a total of 455 charging stations in Kansas City, Missouri, was used. The focuses were placed on analyzing the daily usage occupancy variability, daily energy consumption variability, and station-level usage variability. Compared with the traditional discrete-based analysis models, the proposed FDA modeling approach had unique advantages in preserving the smooth function behavior of the data, bringing more flexibility in the modeling process with little required assumptions or background knowledge on independent variables, as well as the capability of handling time series data with different lengths or sizes. In addition to the patterns revealed in the EV charging station's occupancy and energy consumption, the differences between EV driver's charging time and parking time were analyzed and called for the needs for parking regulation and enforcement. The different usage patterns observed at charging stations located on different land-use types were also analyzed., Author(s): Chenxi Chen [1]; Yang Song [1]; Xianbiao Hu (corresponding author) [1]; Ivan G. Guardiola [2] 1. Introduction Electric vehicles (EVs) produce fewer emissions that contribute to climate change and [...]
- Published
- 2020
- Full Text
- View/download PDF
11. A new normalized subband adaptive filter under minimum error entropy criterion
- Author
-
Lu, Lu, Zhao, Haiquan, and Chen, Chenxi
- Published
- 2016
- Full Text
- View/download PDF
12. Identifying Park Spatial Characteristics That Encourage Moderate-to-Vigorous Physical Activity among Park Visitors.
- Author
-
Liu, Mingxin, Chen, Chenxi, and Yan, Jiaqi
- Subjects
PHYSICAL activity ,PARK use ,URBAN parks ,COMMUNITIES ,LOGISTIC regression analysis ,PUBLIC spaces - Abstract
The general consensus is that physical activity can prevent and manage lifestyle-induced chronic diseases, and moderate-to-vigorous physical activity (MVPA) has been included in several guidelines of WHO as an indicative intensity standard. Numerous studies have confirmed that improving the spatial quality of urban parks can be very helpful in supporting physical activities, and that the quality of parks is significantly related to the intensity of physical activities. However, few studies have explored the spatial characteristics of activating physical activities. Using a modified System for Observing Play and Recreation in Communities (SOPARC), this study examines the relationship between spatial characteristics and MVPA through a binary logistic regression model. The results reveal that: firstly, inconsistent with other similar studies, the most observed group in the park is the adults rather than the seniors, and the proportion of the females (51%) is higher; secondly, the distribution of MVPA in different groups shows that the seniors have less interaction with other groups, and they have a significant spatial attachment. Thirdly, in functionality, large lawn and jogging trails have been proved to be the most effective features to promote the occurrence of MVPA; among the activity, except for the significant correlation between equipped and MVPA, other attributes can be proved to encourage MVPA as well as those in comfort. In conclusion, our results can contribute to the planning and design of the urban park as well as the further management and allocation of the space and facilities under the vision of promoting public health. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
13. Software defect prediction using fuzzy integral fusion based on GA-FM
- Author
-
Li, Kewen, Chen, Chenxi, Liu, Wenying, Fang, Xianghua, and Lu, Qinghua
- Published
- 2014
- Full Text
- View/download PDF
14. Social–economic impact of infection after cosmetic facial injection: A retrospective study.
- Author
-
Zheng, Shaoluan, Feng, Zihao, Chen, Chenxi, He, Anqi, and Liu, Jiaqi
- Subjects
INJECTIONS ,PATIENTS' attitudes ,PSYCHOLOGICAL distress ,QUALITY of life ,RETROSPECTIVE studies ,FACIAL transplantation - Abstract
Background: The overwhelming interest in economically cost‐effective treatments had led to an increase in the development of cosmetic facial injections. Concomitantly, complications have been also on the increasing trend. This article aimed to investigate the social–economic impact caused by infection after cosmetic facial injection. Methods: A retrospective study was conducted between January 2014 and December 2019. Information including demographics, location of the original injection site, treatments, economic loss, and time away from work associated with complications was documented. Patients were asked to complete 2 FACE‐Q domains 4 weeks after the first presentation, including quality of life and patient experience. Results: Complete data were available for 12 patients. All patients were female; the mean age was 32.66 years (range, 26–49 years). The mean therapeutic cost of atypical mycobacterium was 18170.58 USD. The mean time away from work was 51.25 days (range, 21–103 days). The mean cost of time away from work was 400.80 USD (range, 164.23–805.50 USD). From FACE‐Q, patients reported a decreased quality of social life, including social function (38.83 ± 12.10), psychological distress (48.67 ± 11.01), and early‐life impact (39.92 ± 10.15). Patients also reported low satisfaction with their decision to undergo the cosmetic facial injection. Conclusions: Infection after cosmetic facial injection comes at a considerable social–economic impact on patients. Patients who responded in this study were extremely unsatisfied with the quality of life following the infection. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
15. Application of the golden section search algorithm in the nonlinear isoconversional calculations to the determination of the activation energy from nonisothermal kinetic conversion data
- Author
-
Cai, Junmeng, Han, Dong, Chen, Chenxi, and Chen, Siyu
- Published
- 2010
- Full Text
- View/download PDF
16. ChIP-seq reveals a role for CrzA in the Aspergillus fumigatus high-osmolarity glycerol response (HOG) signalling pathway
- Author
-
de Castro, Patrícia A., Chen, Chenxi, Sérgio Couto de Almeida, Ricardo, Freitas, Fernanda Z., Bertolini, Maria C., Morais, Enyara Rezende, Brown, Neil Andrew, Ramalho, Leandra Naira Zambelli, Hagiwara, Daisuke, Mitchell, Thomas K., and Goldman, Gustavo H.
- Published
- 2014
- Full Text
- View/download PDF
17. The Neuropsychiatric Changes After COVID-19 Quarantine in Patients With Cognitive Impairment and Their Caregivers in Chongqing, China: A Cohort Study.
- Author
-
Yuan, Shiyun, Zhang, Wenbo, Yao, Qiang, Lü, Wenqi, Yu, Wuhan, Zhong, Fuxin, Wang, Yan, Xing, Dianxia, Wang, Xiaoqin, Song, Jiaqi, Huang, Hong, Chen, Chenxi, Liu, Junjin, Yu, Weihua, and Lü, Yang
- Subjects
COGNITION disorders ,COVID-19 ,APATHY ,BURDEN of care ,CAREGIVERS ,MILD cognitive impairment ,HALLUCINATIONS ,QUARANTINE ,NUTRITION ,CHRONIC diseases ,INTERVIEWING ,GERIATRIC Depression Scale ,SLEEP ,PSYCHOLOGICAL tests ,PSYCHOLOGY of caregivers ,MENTAL depression ,DEMENTIA ,DRUGS ,QUESTIONNAIRES ,ANXIETY ,PATIENT compliance ,COVID-19 pandemic ,MENTAL illness ,LONGITUDINAL method - Abstract
Background: The follow-up study on neuropsychiatric changes after the lifting of coronavirus disease 2019 (COVID-19) quarantine in patients with cognitive impairment and their caregivers is still lacking, and relative information is needed to formulate more comprehensive healthcare prevention measures worldwide. Aims: To provide data on the changes in neuropsychiatric performance after the lifting of COVID-19 quarantine in patients with cognitive disorders and their caregivers. Methods: Two surveys in Chongqing, China were conducted via telephonic interview with 531 patients and their caregivers. The baseline survey was performed from February 11 to 23, 2020, and the follow-up was from October 24 to November 9, 2020. The data of neuropsychiatric symptoms (NPSs), sleep, nutrition, and chronic diseases of patients, as well as the burden of care, anxiety, and depression of caregivers were evaluated. Results: Significant alleviation of NPSs after the lifting of COVID-19 quarantine was observed in patients with mild cognitive impairment (MCI) and dementia (both P < 0.05). Compared with baseline, the prevalence for NPSs of all participants dropped from 57.94 to 38.82%. Among NPS subdomains, apathy displayed the biggest decline at follow-up by 10.72%, followed by nighttime behavior by 8.65%. Mixed effect generalized estimation equation analysis showed significant amelioration in hallucination, depression, apathy, irritability, aberrant motor behavior, and nighttime behavior (all P < 0.05), with the most prominent changes in nighttime behavior and apathy. Among the patients with unsatisfactory control of chronic disease, the medication adherence rate dropped by approximately 30% after the lifting of quarantine. More importantly, around 13% increase of care burden was observed among the caregivers at follow-up, with both depression and anxiety rising by nearly 4%. Conclusion: The prolonged quarantine may exacerbate NPS in patients with memory disorders, while the care burden and mental stability of the caregivers after the pandemic should also be concerned. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
18. Genomic characterization of the conditionally dispensable chromosome in Alternaria arborescens provides evidence for horizontal gene transfer
- Author
-
Hu Jinnan, Chen Chenxi, Peever Tobin, Dang Ha, Lawrence Christopher, and Mitchell Thomas
- Subjects
Alternaria arborescens ,Illumina sequencing ,Conditionally dispensable chromosome ,Horizontal gene transfer ,Polyketide synthase ,Host specific toxins ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Fungal plant pathogens cause serious agricultural losses worldwide. Alternaria arborescens is a major pathogen of tomato, with its virulence determined by the presence of a conditionally dispensable chromosome (CDC) carrying host-specific toxin genes. Genes encoding these toxins are well-studied, however the genomic content and organization of the CDC is not known. Results To gain a richer understanding of the molecular determinants of virulence and the evolution of pathogenicity, we performed whole genome sequencing of A. arborescens. Here we present the de-novo assembly of the CDC and its predicted gene content. Also presented is hybridization data validating the CDC assembly. Predicted genes were functionally annotated through BLAST. Gene ontology terms were assigned, and conserved domains were identified. Differences in nucleotide usage were found between CDC genes and those on the essential chromosome (EC), including GC3-content, codon usage bias, and repeat region load. Genes carrying PKS and NRPS domains were identified in clusters on the CDC and evidence supporting the origin of the CDC through horizontal transfer from an unrelated fungus was found. Conclusions We provide evidence supporting the hypothesis that the CDC in A. arborescens was acquired through horizontal transfer, likely from an unrelated fungus. We also identified several predicted CDC genes under positive selection that may serve as candidate virulence factors.
- Published
- 2012
- Full Text
- View/download PDF
19. A randomized incremental primal-dual method for decentralized consensus optimization.
- Author
-
Chen, Chenxi, Chen, Yunmei, and Ye, Xiaojing
- Subjects
- *
PROBLEM solving - Abstract
We consider a class of convex decentralized consensus optimization problems over connected multi-agent networks. Each agent in the network holds its local objective function privately, and can only communicate with its directly connected agents during the computation to find the minimizer of the sum of all objective functions. We propose a randomized incremental primal-dual method to solve this problem, where the dual variable over the network in each iteration is only updated at a randomly selected node, whereas the dual variables elsewhere remain the same as in the previous iteration. Thus, the communication only occurs in the neighborhood of the selected node in each iteration and hence can greatly reduce the chance of communication delay and failure in the standard fully synchronized consensus algorithms. We provide comprehensive convergence analysis including convergence rates of the primal residual and consensus error of the proposed algorithm, and conduct numerical experiments to show its performance using both uniform sampling and important sampling as node selection strategy. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
20. Associations between malnutrition and cognitive impairment in an elderly Chinese population: an analysis based on a 7‐year database.
- Author
-
Yu, Wuhan, Yu, Weihua, Liu, Xintong, Wan, Tianchi, Chen, Chenxi, Xiong, Lei, Zhang, Wenbo, and Lü, Yang
- Subjects
COGNITION disorder risk factors ,PREVENTION of malnutrition ,MALNUTRITION ,ELDER care ,ANOREXIA nervosa ,CONFIDENCE intervals ,MOVEMENT disorders ,MULTIVARIATE analysis ,QUESTIONNAIRES ,STATISTICS ,PSYCHOLOGICAL stress ,WEIGHT loss ,LOGISTIC regression analysis ,CROSS-sectional method ,NUTRITIONAL status ,ODDS ratio ,DISEASE complications ,OLD age - Abstract
Aim: This study aimed to elucidate whether malnutrition is associated with cognitive impairment in an older Chinese population. Methods: A cross‐sectional study was conducted in 2365 participants aged 60 years or older from January 2013 to September 2019. Nutritional status was measured by using the Mini Nutritional Assessment Short Form (MNA‐SF). Cognitive function was assessed with the Mini‐Mental State Examination (MMSE). The relationship between malnutrition or each Mini Nutritional Assessment Short Form domain and cognitive impairment was examined with univariate and multivariate logistic regression analysis. Results: The prevalence of malnutrition, risk of malnutrition, and cognitive impairment was 5.54%, 33.45%, and 36.74%, respectively. The prevalence was higher in those 80 years and older: 7.88%, 40.75%, and 53.65%, respectively. The Mini‐Mental State Examination score was positively correlated with the Mini Nutritional Assessment Short Form score (r = 0.364, P < 0.001). After adjustment for age, gender, education, marital status, and living alone, malnutrition (odds ratio (OR) = 3.927, 95% confidence interval (CI): 2.650–5.819), anorexia (OR = 1.454, 95%CI: 1.192–1.774), weight loss (OR = 1.697, 95%CI: 1.406–2.047), impaired mobility (OR = 4.156, 95%CI: 3.311–5.218), and psychological stress (OR = 1.414, 95%CI: 1.070–1.869) were significantly associated with an increased risk of cognitive impairment. Conclusions: Our results suggest that the prevalence of malnutrition and cognitive impairment is relatively high and increases with age. Malnutrition, anorexia, weight loss, impaired mobility, and psychological stress are significantly associated with an increased risk of cognitive impairment. Therefore, clinicians should assess the nutritional and cognitive status of the elderly regularly to improve early detection and timely intervention. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
21. Serum exosomal miR‐210 as a potential biomarker for clear cell renal cell carcinoma.
- Author
-
Wang, Xuegang, Wang, Tao, Chen, Chenxi, Wu, Zhun, Bai, Peide, Li, Shouchun, Chen, Bin, Liu, Rongfu, Zhang, Kaiyan, Li, Wei, Chen, Yuedong, and Xing, Jinchun
- Published
- 2019
- Full Text
- View/download PDF
22. Stochastic Accelerated Alternating Direction Method of Multipliers with Importance Sampling.
- Author
-
Chen, Chenxi, Chen, Yunmei, Ouyang, Yuyuan, and Pasiliao, Eduardo
- Subjects
- *
STOCHASTIC analysis , *MULTIPLIERS (Mathematical analysis) , *SAMPLING (Process) , *FEASIBILITY studies , *MATHEMATICAL optimization - Abstract
In this paper, we incorporate importance sampling strategy into accelerated framework of stochastic alternating direction method of multipliers for solving a class of stochastic composite problems with linear equality constraint. The rates of convergence for primal residual and feasibility violation are established. Moreover, the estimation of variance of stochastic gradient is improved due to the use of important sampling. The proposed algorithm is capable of dealing with the situation, where the feasible set is unbounded. The experimental results indicate the effectiveness of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
23. Association between TERT rs2853669 polymorphism and cancer risk: A meta-analysis of 9,157 cases and 11,073 controls.
- Author
-
Liu, Zhengsheng, Wang, Tao, Wu, Zhun, Zhang, Kaiyan, Li, Wei, Yang, Jianbin, Chen, Chenxi, Chen, Lei, and Xing, Jinchun
- Subjects
TELOMERASE reverse transcriptase ,BREAST cancer patients ,CHROMOSOME polymorphism ,CONFIDENCE intervals - Abstract
Background: It has been reported that the functional telomerase reverse transcriptase (TERT) rs2853669 polymorphism might contribute to different types of human cancer. However, the association of this mutation with cancer remains controversial. Here, we conducted a meta-analysis to characterize this relationship. Materials and methods/Main results: A systematic search of studies on the association of TERT rs2853669 polymorphism with all types of cancer was conducted in PubMed, Embase and Cochrane Library. The summary odds ratios (ORs) and corresponding 95% confidence intervals (95% CIs) were used to pool the effect size in a fixed-effects model or a random-effects model where appropriate. A total of 13 articles and 15 case-control studies, including 9,157 cases and 11,073 controls, were included in this meta-analysis. Overall, the pooled results indicated that the rs2853669 polymorphism was significantly associated with increased cancer risk in a homozygote comparison model (CT vs. TT: OR = 1.085, 95% CI: 1.015–1.159, P = 0.016). In the stratified analyses, a significant increased cancer risk was observed in Asian, but not Caucasian patients. A subgroup analysis by cancer type also revealed a significant increase in the risk of lung cancer, but not breast cancer. Conclusions: The results of this meta-analysis suggest that the TERT rs2853669 polymorphism is associated with a significantly increased risk of cancer, particularly lung cancer, in Asian populations. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
24. ChIP-seq reveals a role for CrzA in the A spergillus fumigatus high-osmolarity glycerol response ( HOG) signalling pathway.
- Author
-
Castro, Patrícia A., Chen, Chenxi, Almeida, Ricardo Sérgio Couto, Freitas, Fernanda Z., Bertolini, Maria C., Morais, Enyara Rezende, Brown, Neil Andrew, Ramalho, Leandra Naira Zambelli, Hagiwara, Daisuke, Mitchell, Thomas K., and Goldman, Gustavo H.
- Subjects
- *
ASPERGILLUS fumigatus , *OSMOSIS , *GLYCERIN , *CELLULAR signal transduction , *PROTEIN binding , *FUNGAL growth , *FUNGI - Abstract
A spergillus fumigatus is an opportunistic pathogen and allergen of mammals. Calcium signalling is essential for A . fumigatus pathogenicity and is regulated by the CrzA transcription factor. We used ChIP-seq ( Chromatin Immunoprecipitation DNA sequencing) to explore CrzA gene targets in A . fumigatus. In total, 165 potential binding peaks including 102 directly regulated genes were identified, resulting in the prediction of the A[ GT][ CG] CA[ AC][ AG] CrzA-binding motif. The 102 CrzA putatively regulated genes exhibited a diverse array of functions. The phkB ( Afu3g12530) histidine kinase and the sskB ( Afu1g10940) MAP kinase kinase kinase of the HOG (high-osmolarity glycerol response) pathway were regulated by CrzA. Several members of the two-component system ( TCS) and the HOG pathway were more sensitive to calcium. CrzA:: GFP was translocated to the nucleus upon osmotic stress. CrzA is important for the phosphorylation of the SakA MAPK in response to osmotic shock. The Δ sskB was more sensitive to CaCl2, NaCl, and paraquat stress, while being avirulent in a murine model of invasive pulmonary aspergillosis. The presence of CaCl2 and osmotic stresses resulted in synergistic inhibition of Δ crzA and Δ sskB growth. These results suggest there is a genetic interaction between the A. fumigatus calcineurin- CrzA and HOG pathway that is essential for full virulence. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
25. Clinical Efficacy of Mechanical Micronized Fat-Assisted Fat Grafting on Temporal Depression.
- Author
-
He A, Zheng S, Chen C, Feng Z, and Qi F
- Subjects
- Humans, Female, Adult, Male, Middle Aged, Treatment Outcome, Transplantation, Autologous, Patient Satisfaction, Esthetics, Quality of Life, Subcutaneous Fat transplantation, Adipose Tissue transplantation
- Abstract
Background: Temporal concavities result from reduced subcutaneous fat and bone structure variations, impacting facial aesthetics. Filling treatments, including autologous fat grafts, synthetic fillers, and biological materials, are used for enhancement. Autologous fat grafting is promising but limited by unpredictable fat absorption and nonstandardized procedures. This study aims to assess the clinical effectiveness of mechanical micronized fat in combination with autologous granular fat grafting for lipofilling in the correction of temporal deformities., Methods: Patients (n = 37, mean age = 37.48) with temporal concavity caused by aging and Inherently inadequate capacity were enrolled and divided into control group (n = 10) and study group (n = 9) according to different fat grafts. Control group received pure autologous granular fat, with an average volume of approximately 19.30 mL. In contrast, the study group used mechanical micronized fat along with autologous granular fat co-injection through an 18G needle with an average injection volume of about 18.89 mL. All autologous fat collected from patients' abdominal and thighs. Information, including postoperative clinical efficacy scored by various plastic surgeons for the comparison of preoperative and postoperative photos of patients, patient satisfaction, and complications between the two groups, was documented. Additionally, changes in patients' quality of life were evaluated using the FACE-Q scale., Results: Six months after surgery, the efficacy of temporal filling in the study group (6.69 ± 0.64) was higher than the control group (6.37 ± 0.67) (P = 0.0048). The patient satisfaction was more prominent in the study group (6.28 ± 0.87) than in the control group (5.80 ± 0.71) (P = 0.0449). Differences between above two observation indicators were statistically significant (P < 0.05). The FACE-Q scale items, which assess psychological health, social functioning, and early life impact, showed higher scores in the study group both before the surgery (psychological health: 59.22 ± 3.53, social functioning: 64.75 ± 3.15) and 6 months after the surgery (psychological health: 69.44 ± 4.50, social functioning: 75.33 ± 3.81, early life impact: 74.21 ± 0.70) (P > 0.05). Notably, only one micronodule formation was detected among all patients., Conclusion: Mechanical micronized fat combined with autologous granular fat improve the clinical effect of treating concavity in temporal region, which is worthy of further promotion and application., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
26. Positive association of ethylene oxide levels with young stroke: a population-based study.
- Author
-
Le L, Lan Z, and Chen C
- Abstract
Background: Ethylene oxide (EtO), a highly reactive organic compound with extensive industrial applications, poses significant health risks. The association between EtO exposure and stroke was not well established. This study examined the association between EtO exposure and stroke among US adults using data from the 2013-2018 National Health and Nutrition Examination Survey (NHANES)., Methods: We used appropriately weighted multifactorial logistic regression models to analyze the data and validated the findings with smoothed curve fitting. Stratified analysis and interaction assessments were performed to evaluate the robustness of the findings., Results: The study included 5,071 participants, balanced between men and women, with a stroke prevalence of 4.1%. Higher EtO levels were associated with rising rates of stroke (OR = 1.23, 95% CI: 1.06-1.42). Individuals in the top 25% group displayed a stroke prevalence 1.6 times higher than those in the bottom 25% group (OR = 1.60, 95%CI: 1.03-2.48). Stratified analysis demonstrated a significant positive association between EtO and stroke in individuals under 50 years (OR = 1.94, 95%CI: 1.38-2.72), while no significant association was found in those aged 50 and above (OR = 0.97, 95%CI: 0.83-1.14)., Conclusion: This study identified a significant association between EtO exposure and stroke occurrence in young adults in the United States., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Le, Lan and Chen.)
- Published
- 2024
- Full Text
- View/download PDF
27. Predicting immunotherapy response in melanoma using a novel tumor immunological phenotype-related gene index.
- Author
-
Zheng S, He A, Chen C, Gu J, Wei C, Chen Z, and Liu J
- Subjects
- Humans, Molecular Docking Simulation, Reproducibility of Results, Immunotherapy, Phenotype, Tumor Microenvironment genetics, Melanoma genetics, Melanoma therapy
- Abstract
Introduction: Melanoma is a highly aggressive and recurrent form of skin cancer, posing challenges in prognosis and therapy prediction., Methods: In this study, we developed a novel TIPRGPI consisting of 20 genes using Univariate Cox regression and the LASSO algorithm. The high and low-risk groups based on TIPRGPI exhibited distinct mutation profiles, hallmark pathways, and immune cell infiltration in the tumor microenvironment., Results: Notably, significant differences in tumor immunogenicity and TIDE were observed between the risk groups, suggesting a better response to immune checkpoint blockade therapy in the low-TIPRGPI group. Additionally, molecular docking predicted 10 potential drugs that bind to the core target, PTPRC, of the TIPRGPI signature., Discussion: Our findings highlight the reliability of TIPRGPI as a prognostic signature and its potential application in risk classification, immunotherapy response prediction, and drug candidate identification for melanoma treatment. The "TIP genes" guided strategy presented in this study may have implications beyond melanoma and could be applied to other cancer types., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Zheng, He, Chen, Gu, Wei, Chen and Liu.)
- Published
- 2024
- Full Text
- View/download PDF
28. Pyroptosis-Related lncRNAs for Predicting the Prognosis and Identifying Immune Microenvironment Infiltration in Breast Cancer Lung Metastasis.
- Author
-
Liu L, Chen C, Tu G, Peng Y, Shen M, Xu Y, and Liu S
- Abstract
Breast cancer (BC) is the second leading cause of death among women and is highly heterogeneous. Three pyroptosis (PR) subtypes were identified in patients with BC from the Cancer Genome Atlas Database (TCGA) cohorts using 20 PR-related regulators, which illustrate a strong association between BC prognosis and PR. Lung metastasis commonly occurs in the advanced stages of BC, resulting in a poor quality of life. Eight differentially expressed (DE) lncRNAs were identified using LASSO-Cox analysis between PR-related and BC lung metastasis. Moreover, a BRCA risk-score (RS) model was established using multivariate Cox regression, which correlated with prognosis in TCGA-BRCA. Clinical characteristics, tumor mutation burden, and tumor immune cell infiltration were extensively investigated between high- and low-RS groups. Similarly, a lower RS implied longer overall survival, greater inflammatory cell infiltration, and better immunotherapeutic response to PD-1 blockers. Our findings provide a foundation for future studies targeting PR and confirme that RS could predict the prognosis of patients with BC., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Liu, Chen, Tu, Peng, Shen, Xu and Liu.)
- Published
- 2022
- Full Text
- View/download PDF
29. GPR30-mediated HMGB1 upregulation in CAFs induces autophagy and tamoxifen resistance in ERα-positive breast cancer cells.
- Author
-
Liu L, Liu S, Luo H, Chen C, Zhang X, He L, and Tu G
- Subjects
- Animals, Apoptosis drug effects, Breast Neoplasms genetics, Cancer-Associated Fibroblasts pathology, Estrogen Receptor alpha metabolism, Female, Gene Expression Regulation, Neoplastic drug effects, HMGB1 Protein genetics, Humans, MCF-7 Cells, Mice, Nude, Models, Biological, Phosphatidylinositol 3-Kinases metabolism, Phosphorylation drug effects, Proto-Oncogene Proteins c-akt metabolism, RNA, Messenger genetics, RNA, Messenger metabolism, Mice, Autophagy drug effects, Breast Neoplasms pathology, Cancer-Associated Fibroblasts metabolism, Drug Resistance, Neoplasm, HMGB1 Protein metabolism, Receptors, Estrogen metabolism, Receptors, G-Protein-Coupled metabolism, Tamoxifen pharmacology, Up-Regulation
- Abstract
Tamoxifen (TAM) resistance constitutes a challenge in managing estrogen receptor (ER)α+ breast cancer patients. G-protein-coupled estrogen receptor (GPR30/GPER), which reportedly initiates TAM resistance in ERα+/ GPR30+ breast cancers, is detected in the breast cancer microenvironment, especially cancer associated fibroblasts (CAFs). Herein, considering that GPR30 mediates transcriptional regulation in different cell backgrounds, a microarray strategy was applied in immortalized CAFs derived from primary breast cancer samples, resulting in the identification of 165 GPR30 target genes, among which HMGB1 was confirmed to be upregulated by 17-β estradiol(E2)- and TAM-triggered GPR30 activation in CAFs. Activated GPR30 increased extracellular HMGB1 secretion by CAFs, which was reduced by blocking PI3K/AKT signaling using G15 or LY294002. GPR30-induced HMGB1 upregulation triggered MEK/ERK signaling, leading to increased autophagic behavior to protect cancer cells from TAM-induced apoptosis, mimicking the recombinant HMGB1-mediated increase in cancer cell resistance potential to TAM. MEK/ERK signaling blockage by U0126 decreased the autophagic behavior and resistance ability of cancer cells to TAM. CAF-expressed GPR30 induced TAM resistance via HMGB1 in vivo . Overall, TAM upregulated HMGB1 expression and secretion in CAFs via GPR30/PI3K/AKT signaling, and the secreted HMGB1 induced autophagy to enhance TAM resistance in MCF-7 cells in an ERK-dependent manner. Thus, targeting GPR30 and downstream cascades may be an effective strategy to attenuate the resistance of ERα-positive breast tumors to endocrine therapy.
- Published
- 2021
- Full Text
- View/download PDF
30. Genome comparison of two Magnaporthe oryzae field isolates reveals genome variations and potential virulence effectors.
- Author
-
Chen C, Lian B, Hu J, Zhai H, Wang X, Venu RC, Liu E, Wang Z, Chen M, Wang B, Wang GL, Wang Z, and Mitchell TK
- Subjects
- Computational Biology methods, DNA Copy Number Variations, Gene Expression Profiling, High-Throughput Nucleotide Sequencing, INDEL Mutation, Magnaporthe pathogenicity, Oryza microbiology, Plant Diseases microbiology, Polymorphism, Single Nucleotide, Selection, Genetic, Transcriptome, Virulence genetics, Genetic Variation, Genome, Fungal, Magnaporthe genetics
- Abstract
Background: Rice blast caused by the fungus Magnaporthe oryzae is an important disease in virtually every rice growing region of the world, which leads to significant annual decreases of grain quality and yield. To prevent disease, resistance genes in rice have been cloned and introduced into susceptible cultivars. However, introduced resistance can often be broken within few years of release, often due to mutation of cognate avirulence genes in fungal field populations., Results: To better understand the pattern of mutation of M. oryzae field isolates under natural selection forces, we used a next generation sequencing approach to analyze the genomes of two field isolates FJ81278 and HN19311, as well as the transcriptome of FJ81278. By comparing the de novo genome assemblies of the two isolates against the finished reference strain 70-15, we identified extensive polymorphisms including unique genes, SNPs (single nucleotide polymorphism) and indels, structural variations, copy number variations, and loci under strong positive selection. The 1.75 MB of isolate-specific genome content carrying 118 novel genes from FJ81278, and 0.83 MB from HN19311 were also identified. By analyzing secreted proteins carrying polymorphisms, in total 256 candidate virulence effectors were found and 6 were chosen for functional characterization., Conclusions: We provide results from genome comparison analysis showing extensive genome variation, and generated a list of M. oryzae candidate virulence effectors for functional characterization.
- Published
- 2013
- Full Text
- View/download PDF
31. Histoplasma yeast and mycelial transcriptomes reveal pathogenic-phase and lineage-specific gene expression profiles.
- Author
-
Edwards JA, Chen C, Kemski MM, Hu J, Mitchell TK, and Rappleye CA
- Subjects
- Base Sequence, Gene Expression Regulation, Fungal, Genes, Fungal genetics, Introns genetics, Models, Genetic, Molecular Sequence Annotation, Molecular Sequence Data, RNA Splicing genetics, Reproducibility of Results, Reverse Transcriptase Polymerase Chain Reaction, Sequence Analysis, RNA, Transcription, Genetic, Gene Expression Profiling, Histoplasma genetics, Histoplasma pathogenicity, Mycelium genetics, Mycelium pathogenicity, Phylogeny, Transcriptome genetics
- Abstract
Background: The dimorphic fungus Histoplasma capsulatum causes respiratory and systemic disease in mammalian hosts by expression of factors that enable survival within phagocytic cells of the immune system. Histoplasma's dimorphism is distinguished by growth either as avirulent mycelia or as pathogenic yeast. Geographically distinct strains of Histoplasma differ in their relative virulence in mammalian hosts and in production of and requirement for specific virulence factors. The close similarity in the genome sequences of these diverse strains suggests that phenotypic variations result from differences in gene expression rather than gene content. To provide insight into how the transcriptional program translates into morphological variation and the pathogenic lifestyle, we compared the transcriptional profile of the pathogenic yeast phase and the non-pathogenic mycelial phase of two clinical isolates of Histoplasma., Results: To overcome inaccuracies in ab initio genome annotation of the Histoplasma genome, we used RNA-seq methodology to generate gene structure models based on experimental evidence. Quantitative analyses of the sequencing reads revealed 6% to 9% of genes are differentially regulated between the two phases. RNA-seq-based mRNA quantitation was strongly correlated with gene expression levels determined by quantitative RT-PCR. Comparison of the yeast-phase transcriptomes between strains showed 7.6% of all genes have lineage-specific expression differences including genes contributing, or potentially related, to pathogenesis. GFP-transcriptional fusions and their introduction into both strain backgrounds revealed that the difference in transcriptional activity of individual genes reflects both variations in the cis- and trans-acting factors between Histoplasma strains., Conclusions: Comparison of the yeast and mycelial transcriptomes highlights genes encoding virulence factors as well as those involved in protein glycosylation, alternative metabolism, lipid remodeling, and cell wall glycanases that may contribute to Histoplasma pathogenesis. These studies lay an essential foundation for understanding how gene expression variations contribute to the strain- and phase-specific virulence differences of Histoplasma.
- Published
- 2013
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.