75 results on '"Yifan Deng"'
Search Results
2. Comparative Analysis of Volatile Components in Red Orange Essential Oil Extracted by Two Cold Pressing Processes
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Kai LI, Jiaming ZHANG, Han HAO, Yifan DENG, Ming ZENG, and Yong MA
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red orange ,essential oil ,gc-q/tof ,relative odor activity value ,key aroma components ,Food processing and manufacture ,TP368-456 - Abstract
Volatile components in red orange essential oil extracted by two cold pressing processes (cup pressing and lime method) were analyzed by gas chromatography quadrupole time-of-flight mass spectrometry (GC-Q/TOF). A total of 93 components were identified, 89 and 84 compounds were identified for the two types of red orange essential oils, respectively. Among the 93 components, there were 29 terpenes, 20 alcohols, 20 aldehydes, 5 esters, 2 ketones, 12 hydrocarbons, and 5 other compounds. There were 80 compounds shared by the two essential oils. The total volatile component content of red orange essential oil by cup pressing method was significantly higher than that by lime method. The highest content of these compounds was terpenes which total content was over 80%. In addition, the compounds with higher content were D-limonene, γ-terpinene, β-myrcene, linalool and α-pinene. According to principal component analysis (PCA), there was a significant difference in the volatile components of the two types of red orange essential oils. The relative odor activity value (ROAV) method indicated that linalool was the most important aroma component of the two red orange essential oils. And the citrus aroma properties of red orange essential oil extracted by cup pressing method was significantly stronger than that extracted by lime method. Linalool, thymol, β-myrcene, D-limonene, citronellal, and γ-terpinene were confirmed to the key aroma components of the red orange essential oils.
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- 2024
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3. Deep Recurrent Reinforcement Learning for Intercept Guidance Law under Partial Observability
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Xu Wang, Yifan Deng, Yuanli Cai, and Haonan Jiang
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Electronic computers. Computer science ,QA75.5-76.95 ,Cybernetics ,Q300-390 - Abstract
Nowadays, the rapid development of hypersonic vehicles brings great challenges to the missile defense system. As achieving successful interception depends highly on terminal guidance laws, research on guidance laws for intercepting highly maneuvering targets has aroused increasing attention. Artificial intelligence technologies, such as deep reinforcement learning (DRL), have been widely applied to improve the performance of guidance laws. However, the existing DRL guidance laws rarely consider the partial observability problem of onboard sensors, resulting in the limitations of their engineering applications. In this paper, a deep recurrent reinforcement learning (DRRL)-based guidance method is investigated to address the intercept guidance problem against maneuvering targets under partial observability. The sequence consisting of previous state observations is utilized as the input of the policy network. A recurrent layer is introduced into the networks to extract hidden information behind the temporal sequence to support policy training. The guidance problem is formulated as a partially observable Markov decision process model, and then a range-weighted reward function that considers the line-of-sight rate and energy consumption is designed to guarantee convergence of policy training. The effectiveness of the proposed DRRL guidance law is validated by extensive numerical simulations.
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- 2024
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4. A real-time feeding behavior monitoring system for individual yak based on facial recognition model
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Yuxiang Yang, Meiqi Liu, Zhaoyuan Peng, Yifan Deng, Luhui Gu, and Yingqi Peng
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YOLO ,StrongSORT ,Individual feeding behavior ,Yak ,Yak face classification ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
Feeding behavior is known to affect the welfare and fattening efficiency of yaks in feedlots. With the advancement of machine vision and sensor technologies, the monitoring of animal behavior is progressively shifting from manual observation towards automated and stress-free methodologies. In this study, a real-time detection model for individual yak feeding and picking behavior was developed using YOLO series model and StrongSORT tracking model. In this study, we used videos collected from 11 yaks raised in two pens to train the yak face classification with YOLO series models and tracked their individual behavior using the StrongSORT tracking model. The yak behavior patterns detected in trough range were defined as feeding and picking, and the overall detection performance of these two behavior patterns was described using indicators such as accuracy, precision, recall, and F1-score. The improved YOLOv8 and Strongsort model achieved the best performance, with detection accuracy, precision, recall, and F1-score of 98.76%, 98.77%, 98.68%, and 98.72%, respectively. Yaks which have similar facial features have a chance of being confused with one another. A few yaks were misidentified because their faces were obscured by another yak’s head or staff. The results showed that individual yak feeding behaviors can be accurately detected in real-time using the YOLO series and StrongSORT models, and this approach has the potential to be used for longer-term yak feeding monitoring. In the future, a dataset of yaks in various cultivate environments, group sizes, and lighting conditions will be included. Furthermore, the relationship between feeding time and yak weight gain will be investigated in order to predict livestock weight.
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- 2024
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5. Stretchable liquid metal based biomedical devices
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Yifan Deng, Fan Bu, Yujie Wang, Pei Song Chee, Xiangye Liu, and Cao Guan
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Electronics ,TK7800-8360 ,Materials of engineering and construction. Mechanics of materials ,TA401-492 - Abstract
Abstract Pursuit of improved living quality has stimulated great demand for high-performance conformal healthcare devices in modern human society. However, manufacturing of efficient, comfortable and stretchable biomedical apparatus faces huge challenges using traditional materials. Liquid metals (LMs) show remarkable potential to solve this problem due to their extraordinary biocompatibility, stretchability, thermal and electrical conductivity. In recent years, tremendous explorations have attempted to make stretchable biomedical devices with LMs. Herein, we review the stretchable LM-based biomedical devices on the topics of disease treatment and human function augmenting. The representative and up-to-date neural interfaces, alloy cement, e-vessels, soft heaters, exoskeletons, and e-skins are summarized. The existing issues of LMs applied for biomedical devices are also discussed. This review can provide guidance for the follow-up research in LM-based biomedical devices.
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- 2024
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6. An Effective Yak Behavior Classification Model with Improved YOLO-Pose Network Using Yak Skeleton Key Points Images
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Yuxiang Yang, Yifan Deng, Jiazhou Li, Meiqi Liu, Yao Yao, Zhaoyuan Peng, Luhui Gu, and Yingqi Peng
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improved YOLOv7-pose ,yak ,image processing ,deep learning ,Agriculture (General) ,S1-972 - Abstract
Yak behavior is a valuable indicator of their welfare and health. Information about important statuses, including fattening, reproductive health, and diseases, can be reflected and monitored through several indicative behavior patterns. In this study, an improved YOLOv7-pose model was developed to detect six yak behavior patterns in real time using labeled yak key-point images. The model was trained using labeled key-point image data of six behavior patterns including walking, feeding, standing, lying, mounting, and eliminative behaviors collected from seventeen 18-month-old yaks for two weeks. There were another four YOLOv7-pose series models trained as comparison methods for yak behavior pattern detection. The improved YOLOv7-pose model achieved the best detection performance with precision, recall, mAP0.5, and mAP0.5:0.95 of 89.9%, 87.7%, 90.4%, and 76.7%, respectively. The limitation of this study is that the YOLOv7-pose model detected behaviors under complex conditions, such as scene variation, subtle leg postures, and different light conditions, with relatively lower precision, which impacts its detection performance. Future developments in yak behavior pattern detection will amplify the simple size of the dataset and will utilize data streams like optical and video streams for real-time yak monitoring. Additionally, the model will be deployed on edge computing devices for large-scale agricultural applications.
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- 2024
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7. Astrocyte senescence-like response related to peripheral nerve injury-induced neuropathic pain
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Jingyi Du, Nan Cheng, Yifan Deng, Ping Xiang, Jianfen Liang, Zhenye Zhang, Ziqing Hei, and Xiang Li
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Neuropathic pain ,Peripheral nerve injury ,Neuroinflammation ,Senescence ,Astrocyte ,Cytology ,QH573-671 - Abstract
Abstract Background Peripheral nerve damage causes neuroinflammation, which plays a critical role in establishing and maintaining neuropathic pain (NeP). The mechanisms contributing to neuroinflammation remain poorly elucidated, and pharmacological strategies for NeP are limited. Thus, in this study, we planned to explore the possible link between astrocyte senescence and NeP disorders following chronic sciatic nerve injury. Methods An NeP animal model was established by inducing chronic constrictive injury (CCI) to the sciatic nerve in adult rats. A senolytic drug combination of dasatinib and quercetin was gavaged daily from the first postoperative day until the end of the study. Paw mechanical withdrawal threshold (PMWT) and paw thermal withdrawal latency (PTWL) were evaluated to assess behaviors in response to pain in the experimental rats. Senescence-associated β-galactosidase staining, western blot analysis, and immunofluorescence were applied to examine the levels of proinflammatory factors and severity of the senescence-like response in the spinal cord. Lipopolysaccharide (LPS) was administered to induce senescence of spinal astrocytes in primary cultures in vitro, to explore the potential impacts of senescence on the secretion of proinflammatory factors. Furthermore, single-cell RNA sequencing (scRNA-seq) was conducted to identify senescence-related molecular responses in spinal astrocytes under neuropathic pain. Results Following sciatic nerve CCI, rats exhibited reduced PMWT and PTWL, increased levels of spinal proinflammatory factors, and an enhanced degree of senescence in spinal astrocytes. Treatment with dasatinib and quercetin effectively attenuated spinal neuroinflammation and mitigated the hypersensitivities of the rats subjected to sciatic nerve CCI. Mechanistically, the dasatinib-quercetin combination reversed senescence in LPS-stimulated primary cultured astrocytes and decreased the levels of proinflammatory factors. The scRNA-seq data revealed four potential senescence-related genes in the spinal astrocyte population, and the expression of clusterin (CLU) protein was validated via in vitro experiments. Conclusion The findings indicate the potential role of astrocyte senescence in neuroinflammation following peripheral nerve injury, and suggest that targeting CLU activation in astrocytes might provide a novel therapeutic strategy to treat NeP. Graphical abstract
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- 2023
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8. Commentary: Case report: Chronic neutrophilic leukemia associated with monoclonal gammopathies. A case series and review of genetic characteristics and practical management
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Yifan Deng, Shuai Han, Xiaohui Gao, Yang Liu, and Jiapei Gao
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chronic neutrophilic leukemia ,monoclonal gammopathy of undetermined significance ,CSF3R ,gene mutations ,diagnosis ,pathogenesis ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2024
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9. Gut microbiota changes in animal models of spinal cord injury: a preclinical systematic review and meta-analysis
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Zhenye Zhang, Nan Cheng, Jianfen Liang, Yifan Deng, Ping Xiang, Ziqing Hei, and Xiang Li
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Gut microbiota ,spinal cord injury ,meta analysis ,Medicine - Abstract
AbstractBackground An increasing number of studies show that the intestinal flora is closely related to spinal cord injury. Many researchers are exploring the changes in the richness, diversity, and evenness of intestinal flora in spinal cord injury animal models to identify the characteristic bacteria.Methods A comprehensive literature search was conducted using three databases: PubMed, Embase, and Web of Science. A meta-analysis was performed using R 4.3.1 to evaluate the comparison of microbiota diversity, richness, and evenness and the relative abundance of intestinal microbiota in animals with spinal cord injury and blank controls.Results Fifteen studies were included in the meta-analysis, of which 12 involved gut microbiota distribution indicators and 11 included intestinal microflora relative abundance indicators. Meta-analysis of high-dimensional indicators describing the distribution of the gut microbiota identified a substantial decline in the evenness and richness of the intestinal flora. In addition, the Actinobacteria phylum and Erysipelotrichales and Clostridiales orders were significantly different between the spinal cord injury and sham groups; therefore, they may be the characteristic bacteria in spinal cord injury models.Conclusion Our meta-analysis suggested that the gut microbiota in the spinal cord injury animal model group was altered compared with that in the control group, with varying degrees of changes in richness and evenness and potentially pathogenic characteristic flora. More rigorous methodological studies are needed because of the high heterogeneity and limited sample size. Further research is needed to clinically apply intestinal microbiota and potentially guide fecal microbiota transplantation therapy.
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- 2023
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10. Modeling and Disturbance Analysis of Spinning Satellites with Inflatable Protective Structures
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Yuting Shang, Yifan Deng, Yuanli Cai, Yu Chen, Sirui He, Xuanchong Liao, and Haonan Jiang
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spinning satellite ,inflatable protective structure ,multi-body dynamic modeling ,spring hinge unfolding model ,spring expansion model ,disturbance analysis ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
The escalating proliferation of space debris poses an increasing risk to spinning satellites, elevating the probability of hazardous collisions that can result in severe damage or total loss of functionality. To address this concern, a pioneering inflatable protective structure is employed to ensure the optimal functionality of spinning satellites. Additionally, a multi-body dynamic modeling method based on spring hinge unfolding/spring expansion is proposed to tackle the complex dynamics of spinning satellites with inflatable protective structures during flight. This method enables analysis of the motion parameters of spinning satellites. First, the structural composition of a spinning satellite with inflatable protective structures is introduced and its flight process is analyzed. Then, an articulated spring hinge unfolding model or a spring expansion model using the Newton–Euler method is established to describe the unfolding or expansion of the spinning satellite with inflatable protective structures during flight. Finally, the effects on the motion parameters of a spinning satellite are analyzed through simulation under various working conditions.
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- 2023
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11. Electrochemical preparation of Al- Li alloy from Urea-LiCl molten salt at 353–393 K
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Bingliang Gao, Zhiwei Liu, and Yifan Deng
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lithium ,Al-Li alloy ,electrodeposition ,room-temperature molten salt ,urea ,Chemistry ,QD1-999 - Abstract
Al-Li alloy was prepared by electrodeposition on solid aluminum electrode in a urea-LiCl (77.5:22.5, mol%) molten salt system at 353–393 K. The results of cyclic voltammetry and chronopotentiometry show that underpotential deposition of Li occurs on the Al electrode and forms phases of Al(α) and AlLi(δ) which are confirmed by XRD measurements. Scanning electron microscopy observation of deposits indicates that Al-Li alloy with the thickness of 143 µm was obtained by potentiostatic electrolysis at −0.5 V vs. Li+/Li. The Li content in the alloy obtained at 373 K can reach 6.9 wt%. Galvanostatic electrolysis at 20 A demonstrated that Al-Li alloy coating on aluminum plate can be obtained from urea-LiCl electrolyte at 373 K in the atmosphere.
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- 2023
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12. A Novel Disturbance-Free-Payload Satellite Design for High-Precision Collaborative Observation
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Yifan Deng, Jiaxing Zhou, Xiang Chen, Youxin Yao, and Qixuan Huang
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disturbance-free payload ,collaborative observation ,vibration control ,multibody rigid-flexible dynamics ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
High-precision collaborative observation is urgently needed due to the increasing demands of space science missions. Based on a conventional DFP (disturbance-free-payload) configuration, this paper presents a novel DFP that has great potential to deal with collaborative observation missions. The novel DFP system is developed, in which two or more payloads are installed via a non-contact unit and installed parallel configuration. Thus, the novel design is a multibody dynamics system. With the incorporation of the dynamics of the flexible umbilical between the PMs (payload modules) and SM (support module), the six-degrees-of-freedom multibody rigid–flexible dynamics of the whole system are derived. To verify the effectiveness of the novel DFP design in a collaborative observation mission, a multi-loop controller is designed for an inertial Earth collaborative observation mission. Simulation studies are conducted, which indicate that the proposed design can complete collaborative observation and achieve high precision.
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- 2023
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13. A Fast Nonsingular Terminal Sliding Mode Control Method for Nonlinear Systems With Fixed-Time Stability Guarantees
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Ye Tian, Yuanli Cai, and Yifan Deng
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Fixed-time stability ,nonsingular terminal sliding mode control ,nonlinear system ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
This paper proposes a nonsingular terminal sliding mode control scheme with fast fixed-time convergence for a class of second-order nonlinear systems in the presence of matched uncertainties and perturbations. First, based on fixed-time stability theory, a novel stable system is proposed. Then, using the fixed-time stable system, a fast fixed-time nonsingular terminal sliding surface is derived. The settling time is independent of the initial system state and can be set in advance with the design parameters; the upper-bound of convergence time is derived from the Lyapunov theory. Moreover, the proposed control scheme has an advantage in convergence rate over existing results and achieves better control performance with low control energy cost. The simulation results for a tracking system with a single inverted pendulum are presented to validate the effectiveness and superiority of the proposed control method.
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- 2020
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14. Corrigendum: Research on Dynamic Equivalent SOC Estimation of Hybrid Energy Storage System Based on Sliding Mode Observer
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Yifei Wang, Wei Jiang, Chengwei Zhu, Zhiqi Xu, and Yifan Deng
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hybrid energy storage system ,sliding mode observer ,dynamic ESOC ,SOC estimation ,real-time charge balance ,General Works - Published
- 2022
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15. Control of the Distributed Hybrid Energy Storage System Considering the Equivalent SOC
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Wei Jiang, Zhiqi Xu, Bin Yu, Ke Sun, Kai Ren, Yifan Deng, and Saifur Rahman
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consistency algorithm ,variable droop coefficient ,hybrid energy storage system ,state of charge ,hierarchical control structure ,General Works - Abstract
A hybrid energy storage system (HESS) consists of two or more types of energy storage components and the power electronics circuit to connect them. Therefore, the real-time capacity of this system highly depends on the state of the system and cannot be simply evaluated with traditional battery models. To tackle this challenge, an equivalent state of charge (ESOC) which reflects the remaining capacity of a HESS unit in a specific operation mode, is proposed in this paper. Furthermore, the proposed ESOC is applied to the control of the distributed HESS which contains several units with their own local targets. To optimally distribute the overall power target among these units, a sparse communication network-based hierarchical control framework is proposed. This framework considers the distributed control and optimal power distribution in the HESS from two aspects - the power output capability and the ESOC balance. Based on the primary droop control, the total power is allocated according to the maximum output capacity of each unit, and the secondary control is used to adjust the power from the perspective of ESOC balance. Therefore, each energy storage unit can be controlled to meet the local power demand of the microgrid. Simulation results based on MATLAB/Simulink verify the effectiveness of the application of the proposed equivalent SOC.
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- 2021
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16. Interferon-Induced Transmembrane Protein 3 Shapes an Inflamed Tumor Microenvironment and Identifies Immuno-Hot Tumors
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Yun Cai, Wenfei Ji, Chuan Sun, Rui Xu, Xuechun Chen, Yifan Deng, Jiadong Pan, Jiayue Yang, Hongjun Zhu, and Jie Mei
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IFITM3 ,tumor immunity ,pancancer ,bioinformatics analysis ,immunotherapy ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Interferon-induced transmembrane protein 3 (IFITM3) is an interferon-induced membrane protein, which has been identified as a functional gene in multiple human cancers. The role of IFITM3 in cancer has been preliminarily summarized, but its relationship to antitumor immunity is still unclear. A pancancer analysis was conducted to investigate the expression pattern and immunological role of IFITM3 based on transcriptomic data downloaded from The Cancer Genome Atlas (TCGA) database. Next, correlations between IFITM3 and immunological features in the bladder cancer (BLCA) tumor microenvironment (TME) were assessed. In addition, the role of IFITM3 in estimating the clinical characteristics and the response to various therapies in BLCA was also evaluated. These results were next confirmed in the IMvigor210 cohort and a recruited cohort. In addition, correlations between IFITM3 and emerging immunobiomarkers, such as microbiota and N6-methyladenosine (m6A) genes, were assessed. IFITM3 was enhanced in most tumor tissues in comparison with adjacent tissues. IFITM3 was positively correlated with immunomodulators, tumor-infiltrating immune cells (TIICs), cancer immunity cycles, and inhibitory immune checkpoints. In addition, IFITM3 was associated with an inflamed phenotype and several established molecular subtypes. IFITM3 expression also predicted a notably higher response to chemotherapy, anti-EGFR therapy, and immunotherapy but a low response to anti-ERBB2, anti-ERBB4, and antiangiogenic therapy. In addition, IFITM3 was correlated with immune-related microbiota and m6A genes. In addition to BLCA, IFITM3 is expected to be a marker of high immunogenicity in most human cancers. In conclusion, IFITM3 expression can be used to identify immuno-hot tumors in most cancers, and IFITM3 may be a promising pancancer biomarker to estimate the immunological features of tumors.
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- 2021
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17. Research on Dynamic Equivalent SOC Estimation of Hybrid Energy Storage System Based on Sliding Mode Observer
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Yifei Wang, Wei Jiang, Chengwei Zhu, Zhiqi Xu, and Yifan Deng
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hybrid energy storage system ,sliding mode observer ,dynamic ESOC ,SOC estimation ,real-time charge balance ,General Works - Abstract
This article proposes a sliding mode observer based dynamic equivalent state of charge (ESOC) estimation method for hybrid energy storage system (HESS). Since different types of energy storage components and power electronics circuit are coupled in the HESS, the traditional SOC estimation method cannot reflect the real-time operation characteristics of the HESS. To tackle this problem, a sliding mode observer based on the model of the HESS is built in this article. By collecting the corresponding voltage and current signals, the internal parameters of energy storage elements can be observed accurately in real time. The dynamic ESOC is further defined with the idea of real-time charge balance to reflect the accurate available capacity of the HESS. Finally, the simulation results based on MATLAB/Simulink model are given to verify the feasibility of the proposed dynamic ESOC.
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- 2021
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18. Three-Dimensional Fast Fixed-time Convergence Guidance Law With Impact Angle Constraint
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Ye Tian, Yuanli Cai, Zhenhua Yu, and Yifan Deng
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Fixed-time convergence ,nonsingular terminal sliding mode control ,three-dimensional guidance ,maneuvering target ,impact angle ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
In this paper, a three-dimensional (3D) impact-angle-control guidance law is proposed based on the approaches of nonsingular terminal sliding mode control and fixed-time convergence theory to intercept a maneuvering target. The guidance law is derived based on the coupled 3D engagement dynamics. To intercept the target with an expected impact angle, the nonsingular terminal sliding mode control is designed to ensure that the line-of-sight (LOS) angles and rates rapidly reach the desired values. Furthermore, the fixed-time convergence algorithm is proposed to guarantee that the LOS angles and rates are convergent in fixed time. The upper bound of the settling time can be obtained by presetting the parameters of the proposed guidance law, and it is independent of the initial conditions. The stability of the guidance system is proven via Lyapunov stability theory. The simulation results are presented to validate the efficiency and superiority of the proposed guidance law.
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- 2019
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19. Modeling and Pointing Performance Analysis of Disturbance-Free-Payload System With Flexible Umbilical Connection
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Jiaxing Zhou, Zhigang Wang, Wei Li, Lei Liu, Yifan Deng, and Qiang Zhao
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Disturbance-Free-Payload ,vibration control ,pointing performance ,bead model ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Disturbance-Free-Payload is a novel spacecraft architecture proposed to achieve perfect vibration isolation performance of space applications. In this paper, the object under study is a DFP system in which a flexible umbilical connection between the support module (SM) and the payload module (PM) is introduced for data, power and fluid transfer. Bead model accounting for properties of mass and flexibility, is utilized to model the flexible umbilical. With incorporation of bead model, six degree-of-freedom multibody rigid-flexible dynamics for the DFP system is established via Newtonian mechanics. Along with rotational coupling between solar panels and SM, translational coupling, in particular, is taken into consideration since there is a stringent requirement on relative position between PM and SM. Based on the accurate motion equations of the DFP system, simulation studies are conducted to gain insight of the impact of umbilical connection and translational coupling on pointing performance of the DFP system. Simulation results validate effectiveness of DFP configuration in isolating vibrations transmitted from SM to PM. Besides, umbilical connection plays an important part in degrading pointing performance of PM whereas it exerts little impact on SM. Moreover, translational coupling leads to significant pointing performance degradation for both PM and SM.
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- 2019
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20. Midcourse Iterative Guidance Method for the Impact Time and Angle Control of Two-Pulse Interceptors
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Yifan Deng, Jinlei Ren, Xu Wang, and Yuanli Cai
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impact angle and time control ,iterative guidance method ,midcourse guidance ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
To address the need for flexible energy management and impact angle control in the midcourse guidance of modern long-range antiballistic interceptors, an impact time and angle guidance law is designed for the exoatmospheric midcourse flight of antiballistic interceptors, which covers two pulse sections and two coast sections. The problem is described as an optimal control model with discontinuities in the system equations at interior points, and an iterative guidance method is used to efficiently solve the two-point boundary value problem. Simulation results demonstrate the effectiveness of the proposed guidance law; the obtained miss distance accuracy has an order of magnitude of 1 m, and the impact angle accuracy has a 1° order of magnitude while the angle can be achieved.
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- 2022
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21. Renal clear cell carcinoma metastasis to the breast ten years after nephrectomy: a case report and literature review
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Yanjun Xu, Rui Hou, Qijie Lu, Yifan Deng, and Bin Hu
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Renal cell carcinoma ,Neoplasm ,Metastasis ,Breast ,Mammography ,Ultrasonography ,Pathology ,RB1-214 - Abstract
Abstract Background Renal cell carcinoma most commonly metastasizes to the lungs, skeleton or liver. Metastatic renal cell carcinoma to the breast is very rare, especially for clear cell carcinoma, and few cases regarding this condition have been reported. Case Presentation The case we presented was a 68-year-old Chinese female with metastatic renal clear cell carcinoma of the left breast 10 years after a nephrectomy. Identification of the metastatic renal clear cell carcinoma in the breast required multiple breast imaging modalities. Imaging showed a single, ovary-shaped, well-defined hypo-echoic mass, with abundant blood flow on ultrasound images. The mass was enhanced early on MRI, and it was hypointense on a T1-weighted image and hyperintense on a fat-saturated T2-weighted image. Following surgical excision of the tumor, a routine immunohistochemistry antibody panel on the tumor cells revealed negative staining for estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor-2 (Her-2). Strong positive staining for the cluster of differentiation 10 (CD10) and vimentin was present. Conclusion This case is unusual because of the site of metastatic progression. It is important for physicians to be aware of this progression so early diagnoses can be made, and appropriate therapeutic planning can be initiated.
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- 2017
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22. A Novel Viscosity-Temperature Model of Glass-Forming Liquids by Modifying the Eyring Viscosity Equation
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Chunyu Chen, Huidan Zeng, Yifan Deng, Jingtao Yan, Yejia Jiang, Guorong Chen, Qun Zu, and Luyi Sun
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viscosity model ,glass ,eyring equation ,glass transition temperature ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Biology (General) ,QH301-705.5 ,Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
Many models have been created and attempted to describe the temperature-dependent viscosity of glass-forming liquids, which is the foundational feature to lay out the mechanism of obtaining desired glass properties. Most viscosity models were generated along with several impact factors. The complex compositions of commercial glasses raise challenges to settle these parameters. Usually, this issue will lead to unsatisfactory predicted results when fitted to a real viscosity profile. In fact, the introduction of the reliable viscosity-temperature data to viscosity equations is an effective approach to obtain the accurate parameters. In this paper, the Eyring viscosity equation, which is widely adopted for molecular and polymer liquids, was applied in this case to calculate the viscosity of glass materials. On the basis of the linear variation of molar volume with temperature during glass cooling, a modified temperature-dependent Eyring viscosity equation was derived with a distinguished mathematical expression. By means of combining high-temperature viscosity data and the glass transition temperature (Tg), nonlinear regression analysis was employed to obtain the accurate parameters of the equation. In addition, we have demonstrated that the different regression methods exert a great effect on the final prediction results. The viscosity of a series of glasses across a wide temperature range was accurately predicted via the optimal regression method, which was further used to verify the reliability of the modified Eyring equation.
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- 2020
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23. The Orbital Angular Momentum Modes Supporting Fibers Based on the Photonic Crystal Fiber Structure
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Hu Zhang, Xiaoguang Zhang, Hui Li, Yifan Deng, Lixia Xi, Xianfeng Tang, and Wenbo Zhang
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space division multiplexing ,mode division multiplexing ,fiber design and fabrication ,orbital angular momentum ,photonic crystal fibers ,Crystallography ,QD901-999 - Abstract
The orbital angular momentum (OAM) of light can be another physical dimension that we exploit to make multiplexing in the spatial domain. The design of the OAM mode supporting fiber attracts many attentions in the field of the space division multiplexing (SDM) system. This paper reviews the recent progresses in photonic crystal fiber (PCF) supporting OAM modes, and summarizes why a PCF structure can be used to support stable OAM transmission modes. The emphasis is on the circular PCFs, which possess many excellent features of transmission performance, such as good-quality OAM modes, enough separation of the effective indices, low confinement loss, flat dispersion, a large effective area, and a low nonlinear coefficient. We also compare the transmission properties between the circular PCF and the ring core fiber, as well as the properties between the OAM EDFA based on circular PCF and the OAM EDFA based on the ring core fiber. At last, the challenges and prospects of OAM fibers based on the PCF structure are also discussed.
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- 2017
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24. A Novel Disturbance-Free-Payload Satellite Design for High-Precision Collaborative Observation
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Huang, Yifan Deng, Jiaxing Zhou, Xiang Chen, Youxin Yao, and Qixuan
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disturbance-free payload ,collaborative observation ,vibration control ,multibody rigid-flexible dynamics - Abstract
High-precision collaborative observation is urgently needed due to the increasing demands of space science missions. Based on a conventional DFP (disturbance-free-payload) configuration, this paper presents a novel DFP that has great potential to deal with collaborative observation missions. The novel DFP system is developed, in which two or more payloads are installed via a non-contact unit and installed parallel configuration. Thus, the novel design is a multibody dynamics system. With the incorporation of the dynamics of the flexible umbilical between the PMs (payload modules) and SM (support module), the six-degrees-of-freedom multibody rigid–flexible dynamics of the whole system are derived. To verify the effectiveness of the novel DFP design in a collaborative observation mission, a multi-loop controller is designed for an inertial Earth collaborative observation mission. Simulation studies are conducted, which indicate that the proposed design can complete collaborative observation and achieve high precision.
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- 2023
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25. Global Trends and Hotspots in Esketamine Research: A Bibliometric Analysis of Past and Estimation of Future Trends
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Xiang Li, Ping Xiang, Jianfen Liang, Yifan Deng, and Jingyi Du
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Pharmacology ,Databases, Factual ,Bibliometrics ,Drug Discovery ,Humans ,Pain ,Pharmaceutical Science ,Ketamine ,United States - Abstract
Being the S-enantiomer of racemic ketamine, esketamine is found to be effective for sedation, analgesia, and treating depression. However, there is no comprehensive bibliometric analysis about esketamine research. In this study, we aimed to determine the scientific output and emerging topics related to esketamine.Esketamine-related articles and reviews that published between 2000 and 2020 were obtained from the Web of Science Core Collection database, using key word search of "esketamine" "esketamine hydrochloride", "s-ketamine", "S(+)-ketamine", "(S)-ketamine", or "(-)-ketamine". Various bibliographic elements were collected, including the annual number of publications, citation frequency, countries/regions, institutions, authors, journals, and keywords. Two sorts of scientometric software, namely VOS viewer and CiteSpace, were used to conduct bibliometric and knowledge-map analyses.A total of 683 publications were included in the current study. We found the number of publications in esketamine research field had increased annually since 2016. The United States was the leader in this field, with the highest publications number (162, 23.72%), total citations (3504/9713, 36.08%) and H-index (40). The most productive institution was Chiba University in Japan, and esketamine-related papers were mainly published in the journalThe past two decades have shown a marked increase in esketamine research. The United States maintained a top position worldwide, making the most significant contributions in the field of esketamine research. The contributions and collaborations of Asian countries have continuously increased and is a strong area of growth as well as development in recent years. Additionally, the emerging hotspots of esketamine research concentrate on clarifying its depression treatment effect.
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- 2022
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26. Bone marrow-derived mesenchymal stem cells attenuate complete Freund's adjuvant-induced inflammatory pain by inhibiting the expression of P2X3.
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Yifan Deng, Dongdong Yuan, Zhizhao Deng, Jianfen Liang, Zhenye Zhang, Ziqing Hei, and Xiang Li
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- *
MESENCHYMAL stem cells , *NUCLEOTIDE sequencing , *INFLAMMATORY mediators , *TREATMENT effectiveness , *PAIN management - Abstract
Bone marrow-derived mesenchymal stem cells (BMSCs) show a good property for pain treatment by modulating inflammatory response. However, the underlying therapeutic effect and related mechanism of BMSCs on inflammatory pain remain unclear. Therefore, we explored the function and potential mechanism of BMSCs performing in a complete Freund's adjuvant (CFA)-induced inflammatory pain model in this study. Here, BMSCs were injected into the CFA-treated rats, and we used behavioural tests to evaluate the changes in hypersensitivity. High-throughput sequencing was used to screen out the hub genes. Molecular biology experiments were performed to detect the level of P2X3 or inflammatory mediators in rats and observed the distribution of P2X3 in neural cells. Furthermore, the function of the P2X3 was explored via inhibitor and activator experiments. Finally, we found that BMSCs alleviated hyperalgesia and spinal levels of pro-inflammatory factors in CFA-treated rats. High-throughput sequencing showed that P2X3 and P2X7 were identified as hub genes, and only the expression level of P2X3 was significantly down-regulated after BMSCs treatment. Immunohistochemistry showed that P2X3 mainly colocalized with microglia and astrocytes. The levels of P2X3 and proinflammatory factors were all significantly reduced after BMSC injection. Moreover, similar attenuation was found in the CFA-treated rats after injecting the P2X3 inhibitor, and a P2X3 antagonist reversed the attenuation induced by the BMSCs. These findings suggest that BMSCs exerted a therapeutic effect on inflammatory pain by inhibiting the expression of P2X3 and the excessive production of inflammatory mediators was associated with an increased P2X3 level and BMSC therapy reverse these effects. [ABSTRACT FROM AUTHOR]
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- 2023
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27. Total Syntheses of (+)-Peniciketals A-B and (−)-Diocollettines A Exploiting a Photoisomerization/Cyclization Union Protocol
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Chia-Ping H. Yang, Yifan Deng, K. N. Houk, Amos B. Smith, and Yike Zou
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Anions ,Molecular Structure ,Photoisomerization ,Chemistry ,Organic Chemistry ,Enantioselective synthesis ,Article ,Medicinal and Biomolecular Chemistry ,Cyclization ,Computational chemistry ,Density functional theory ,Protocol (object-oriented programming) ,Biological evaluation - Abstract
A late-stage photoisomerization/cyclization union tactic, in conjunction with Type I Anion Relay Chemistry (ARC), permits enantioselective total syntheses and then biological evaluation of (+)-peniciketals A and B. The photochemical protocol was further showcased by an efficient three-step construction of the architecturally complex polycyclic skeleton found in (-)-diocollettines A. The mechanism and diastereoselectivity of the photochemical protocol have also been explored by both experiment and density functional theory calculations.
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- 2021
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28. Curcumin Alleviates Chronic Pain and Improves Cognitive Impairment via Enhancing Hippocampal Neurogenesis in Sciatic Nerve Constriction Rats
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Guoliang Sun, Ziqing Hei, Jingyi Du, Yue Guo, Zhuo-Lin Qiu, Yifan Deng, and Xiang Li
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medicine.medical_specialty ,Synaptic cleft ,Morris water navigation task ,Hippocampal formation ,03 medical and health sciences ,0302 clinical medicine ,030202 anesthesiology ,Internal medicine ,peripheral nerve injury ,Medicine ,curcumin ,Journal of Pain Research ,Cognitive deficit ,Original Research ,cognitive impairment ,biology ,business.industry ,Dentate gyrus ,Chronic pain ,hippocampus neurogenesis ,medicine.disease ,Doublecortin ,Anesthesiology and Pain Medicine ,Endocrinology ,biology.protein ,medicine.symptom ,NeuN ,business ,030217 neurology & neurosurgery - Abstract
Jingyi Du,* Yifan Deng,* Zhuolin Qiu, Guoliang Sun, Yue Guo, Ziqing Hei, Xiang Li Department of Anesthesiology, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Xiang LiDepartment of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Number 600, Tianhe Road, Guangzhou, 510630, People’s Republic of ChinaTel/ Fax +86 20 8525 3132Email lixiang27@mail.sysu.edu.cnPurpose: Cognitive impairment is a complication that most frequently happens in patients with chronic neuropathic pain and has limited effective therapy. The aim of this study was to explore the effects of curcumin on the cognitive deficit in rats with peripheral nerve injury induced-neuropathic pain.Methods: The neuropathic pain rat model was constructed using chronic constriction injury (CCI). The curcumin (60 mg/kg) or vehicle was intraperitoneally administered once a day, beginning at 14th day after surgery and continued for 14 consecutive days. The nociceptive threshold tests were measured by paw mechanical withdraw threshold (PMWT) and paw thermal withdrawal latency (PTWL), while the spatial memory abilities were evaluated by the Morris water maze test. The mean counts of bromodeoxyuridine (Brdu)/neuronal nuclei (NeuN) as well as Brdu/doublecortin (DCX) co-labeled cells were used to evaluate neurogenesis in the dentate gyrus of hippocampus. The ultrastructure of the synapse in hippocampal region was visualized using transmission electron microscopy (TEM).Results: Increased PMWT and PTWL, as well as relieved memory deficits, were found in CCI rats under curcumin administration. Moreover, curcumin treatment increased the number of newly born immature (BrdU/NeuN) and newly generated mature neurons (BrdU/DCX). The TEM examination revealed increased PSD thickness and shorter active zone length as well as narrowed synaptic cleft width in the hippocampal region of CCI rats after curcumin injection.Conclusion: Curcumin can alleviate CCI induced nociceptive behaviors and memory deficit. This effect might be associated with hippocampal neurogenesis and synaptic plasticity improvements, which indicated curcumin as a potential strategy for the cognitive impairment restoration under prolonged neuropathic pain condition.Keywords: curcumin, peripheral nerve injury, cognitive impairment, hippocampus neurogenesis
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- 2021
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29. Effect of High Fat Diet on Disease Development of Polycystic Ovary Syndrome and Lifestyle Intervention Strategies
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Yingxue Han, Hao Wu, Siyuan Sun, Rong Zhao, Yifan Deng, Shenming Zeng, and Juan Chen
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Nutrition and Dietetics ,Food Science - Abstract
Polycystic ovary syndrome (PCOS) is a prevalent endocrine and metabolic disorder that affects premenopausal women. The etiology of PCOS is multifaceted, involving various genetic and epigenetic factors, hypothalamic–pituitary–ovarian dysfunction, androgen excess, insulin resistance, and adipose-related mechanisms. High-fat diets (HFDs) has been linked to the development of metabolic disorders and weight gain, exacerbating obesity and impairing the function of the hypothalamic–pituitary–ovarian axis. This results in increased insulin resistance, hyperinsulinemia, and the release of inflammatory adipokines, leading to heightened fat synthesis and reduced fat breakdown, thereby worsening the metabolic and reproductive consequences of PCOS. Effective management of PCOS requires lifestyle interventions such as dietary modifications, weight loss, physical activity, and psychological well-being, as well as medical or surgical interventions in some cases. This article systematically examines the pathological basis of PCOS and the influence of HFDs on its development, with the aim of raising awareness of the connection between diet and reproductive health, providing a robust approach to lifestyle interventions, and serving as a reference for the development of targeted drug treatments.
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- 2023
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30. Enantioselective Total Synthesis of (+)-Peniciketals A and B: Two Architecturally Complex Spiroketals
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Chia-Ping H. Yang, Yifan Deng, and Amos B. Smith
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Olefin fiber ,Molecular Structure ,Photoisomerization ,Negishi coupling ,Chemistry ,Stereochemistry ,Enantioselective synthesis ,Total synthesis ,Stereoisomerism ,General Chemistry ,Large fragment ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Article ,Catalysis ,0104 chemical sciences ,Colloid and Surface Chemistry ,Reaction sequence ,Spiro Compounds ,Pyrans - Abstract
The enantioselective total syntheses of (+)-peniciketals A and B, two members of a family of architecturally complex spiroketals, have been achieved. Key synthetic transformations comprise Type I Anion Relay Chemistry (ARC) to construct the benzannulated [6,6]-spiroketal skeleton, a Negishi cross-coupling/olefin cross-metathesis reaction sequence to generate the trans-enone structure, and a late-stage large fragment union exploiting our recently developed photoisomerization/cyclization tactic.
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- 2021
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31. Improved drug–target interaction prediction with intermolecular graph transformer
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Siyuan Liu, Yusong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu, and Tong Wang
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Molecular Docking Simulation ,COVID-19 ,Humans ,Proteins ,Molecular Biology ,Algorithms ,Software ,Information Systems - Abstract
The identification of active binding drugs for target proteins (referred to as drug–target interaction prediction) is the key challenge in virtual screening, which plays an essential role in drug discovery. Although recent deep learning-based approaches achieve better performance than molecular docking, existing models often neglect topological or spatial of intermolecular information, hindering prediction performance. We recognize this problem and propose a novel approach called the Intermolecular Graph Transformer (IGT) that employs a dedicated attention mechanism to model intermolecular information with a three-way Transformer-based architecture. IGT outperforms state-of-the-art (SoTA) approaches by 9.1% and 20.5% over the second best option for binding activity and binding pose prediction, respectively, and exhibits superior generalization ability to unseen receptor proteins than SoTA approaches. Furthermore, IGT exhibits promising drug screening ability against severe acute respiratory syndrome coronavirus 2 by identifying 83.1% active drugs that have been validated by wet-lab experiments with near-native predicted binding poses. Source code and datasets are available at https://github.com/microsoft/IGT-Intermolecular-Graph-Transformer.
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- 2022
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32. TGF-β1 regulates the abnormal migration of rat vascular smooth muscle cells through affecting the expression of EMT related genes
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Jing Zhang, Yifan Deng, Xiaoting Xu, Chengye Dai, Juan Liu, Mixue Zhu, Shenghu He, and Wei Zhou
- Abstract
Purpose: This study aimed to investigate the effect of transforming growth factor-β1 (TGF-β1) on the migration capacity of rat vascular smooth muscle cells (VSMCs) and its potential mechanism.Methods: Different concentrations of TGF-β1 were used to treat rat VSMCs. The migration capacity of cells was observed by wound healing assay and Transwell assay. Western Blotting and Reverse transcription-quantitative real-time polymerase chain reaction (RT-qPCR) were performed to examine the expression of EMT related gene.Results: In a certain concentration range, the migration ability of rat VSMCs was enhanced with the increase of TGF-β1 concentration. Meanwhile, TGF-β1 increased the expression of N-cadherin and Vimentin (mesenchymal markers), and decreased the expression of E-cadherin and β-catenin (epithelial markers) at both protein and mRNA levels. Conclusion: TGF-β1 promoted abnormal migration of rat VSMCs by regulating the expression of EMT related genes. This may be one of the mechanisms of in-stent restenosis (ISR) in coronary arteries.
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- 2022
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33. The mechanism of bystander effect induced by different irradiation in human neuroblastoma cells
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Fuquan Kong, Li Sui, Bo Li, Peng Zhang, Sizhu Pei, Yu Chen, Chunli Sun, Ziyin Zhang, Bo Chen, Robina Manzoor, Yifan Deng, Feiyi Sun, and Hong Ma
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MAPK/ERK pathway ,020301 aerospace & aeronautics ,Cell growth ,Chemistry ,Aerospace Engineering ,02 engineering and technology ,Cell cycle ,01 natural sciences ,0203 mechanical engineering ,Cell culture ,0103 physical sciences ,Cancer research ,Bystander effect ,Irradiation ,Signal transduction ,010303 astronomy & astrophysics ,Protein kinase B - Abstract
Cells exposed with irradiation can induce different biological effects in non-irradiated cells due to the cell-cell interactions. Herein, we investigated the bystander effect of different types of irradiation including gamma irradiation (GR) and lithium heavy ion irradiation (LR) on the model human neuroblastoma cell line (SH-SY5Y). The gamma and lithium ion irradiation induced different bystander effects on the SH-SY5Y cell line. The bystander effect induced by gamma irradiation promoted the cell proliferation through activating the ERK and AKT signaling pathways, but it could slightly influence the cell cycle of non-irradiated SH-SY5Y cells. Whereas, the bystander effect induced by lithium heavy ion irradiation inhibited the cell proliferation, arrested the cell cycle and activated the process of pro-apoptosis. The findings of this study confirm the diversified bystander effects of various irradiation on the non-irradiated cells, therefore it highlights the importance of revised strategy for clinical radiotherapy and radioprotection to reduce the damages caused by bystander effects. Further, the in-depth mechanism research on the cell proliferation influenced by the bystander effect of radiation will also be useful to understand the biological effects of radiation.
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- 2020
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34. The Biological Implication of Semicarbazide-Sensitive Amine Oxidase (SSAO) Upregulation in Rat Systemic Inflammatory Response under Simulated Aerospace Environment
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Liben Yan, Chunli Sun, Yaxi Zhang, Peng Zhang, Yu Chen, Yifan Deng, Tianyi Er, Yulin Deng, Zhimin Wang, and Hong Ma
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Inorganic Chemistry ,myocardial damage ,Organic Chemistry ,inflammatory response ,General Medicine ,simulated aerospace environment ,Physical and Theoretical Chemistry ,semicarbazide-sensitive amine oxidase ,Molecular Biology ,Spectroscopy ,Catalysis ,Computer Science Applications - Abstract
The progress of space science and technology has ushered in a new era for humanity’s exploration of outer space. Recent studies have indicated that the aerospace special environment including microgravity and space radiation poses a significant risk to the health of astronauts, which involves multiple pathophysiological effects on the human body as well on tissues and organs. It has been an important research topic to study the molecular mechanism of body damage and further explore countermeasures against the physiological and pathological changes caused by the space environment. In this study, we used the rat model to study the biological effects of the tissue damage and related molecular pathway under either simulated microgravity or heavy ion radiation or combined stimulation. Our study disclosed that ureaplasma-sensitive amino oxidase (SSAO) upregulation is closely related to the systematic inflammatory response (IL-6, TNF-α) in rats under a simulated aerospace environment. In particular, the space environment leads to significant changes in the level of inflammatory genes in heart tissues, thus altering the expression and activity of SSAO and causing inflammatory responses. The detailed molecular mechanisms have been further validated in the genetic engineering cell line model. Overall, this work clearly shows the biological implication of SSAO upregulation in microgravity and radiation-mediated inflammatory response, providing a scientific basis or potential target for further in-depth investigation of the pathological damage and protection strategy under a space environment.
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- 2023
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35. FBLIM1 mRNA is a novel prognostic biomarker and is associated with immune infiltrates in glioma.
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Yifan Deng, Kailiang Zeng, Diancheng Wu, Yunzhi Ling, Yu Tian, Yi Zheng, Shumin Fang, Xiaocong Jiang, Gang Zhu, and Yanyang Tu
- Abstract
Glioma is the most common primary brain tumor. Filamin-binding LIM protein 1 (FBLIM1) has been identified in multiple cancers and is suspected of playing a part in the development of tumors. However, the potential function of FBLIM1 mRNA in glioma has not been investigated. In this study, the clinical information and transcriptome data of glioma patients were, respectively, retrieved from the TCGA and CGGA databases. The expression level of FBLIM1 mRNA was shown to be aberrant in a wide variety of malignancies. Significantly, when glioma samples were compared to normal brain samples, FBLIM1 expression was shown to be significantly elevated in the former. A poor prognosis was related to high FBLIM1 expression, which was linked to more advanced clinical stages. Notably, multivariate analyses demonstrated that FBLIM1 expression was an independent predictor for the overall survival of glioma patients. Immune infiltration analysis disclosed that FBLIM1 expression had relevance with many immune cells. The results of RT-PCR suggested that FBLIM1 expression was markedly elevated in glioma specimens. Functional experiments unveiled that the knockdown of FBLIM1 mRNA suppressed glioma cell proliferation. In general, we initially discovered that FBLIM1 mRNA might be a possible prognostic marker in glioma. [ABSTRACT FROM AUTHOR]
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- 2023
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36. Frontiers in Energy Research
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Bin Yu, Zhiqi Xu, Wei Jiang, Yifan Deng, Kai Ren, Saifur Rahman, and Ke Sun
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Economics and Econometrics ,Computer science ,Energy Engineering and Power Technology ,General Works ,Energy storage ,variable droop coefficient ,Control theory ,Power electronics ,Voltage droop ,MATLAB ,computer.programming_language ,Renewable Energy, Sustainability and the Environment ,business.industry ,hierarchical control structure ,hybrid energy storage system ,state of charge ,Power (physics) ,Fuel Technology ,State of charge ,consistency algorithm ,Computer data storage ,Microgrid ,business ,computer - Abstract
A hybrid energy storage system (HESS) consists of two or more types of energy storage components and the power electronics circuit to connect them. Therefore, the real-time capacity of this system highly depends on the state of the system and cannot be simply evaluated with traditional battery models. To tackle this challenge, an equivalent state of charge (ESOC) which reflects the remaining capacity of a HESS unit in a specific operation mode, is proposed in this paper. Furthermore, the proposed ESOC is applied to the control of the distributed HESS which contains several units with their own local targets. To optimally distribute the overall power target among these units, a sparse communication network-based hierarchical control framework is proposed. This framework considers the distributed control and optimal power distribution in the HESS from two aspects - the power output capability and the ESOC balance. Based on the primary droop control, the total power is allocated according to the maximum output capacity of each unit, and the secondary control is used to adjust the power from the perspective of ESOC balance. Therefore, each energy storage unit can be controlled to meet the local power demand of the microgrid. Simulation results based on MATLAB/Simulink verify the effectiveness of the application of the proposed equivalent SOC. National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [51877041] Published version This work was supported by the National Natural Science Foundation of China under Grant 51877041.
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- 2021
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37. META-DDIE: predicting drug-drug interaction events with few-shot learning
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Yifan Deng, Yang Qiu, Xinran Xu, Shichao Liu, Zhongfei Zhang, Shanfeng Zhu, and Wen Zhang
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Databases, Factual ,Drug-Related Side Effects and Adverse Reactions ,Pharmaceutical Preparations ,Humans ,Drug Interactions ,Models, Theoretical ,Molecular Biology ,Information Systems - Abstract
Drug–drug interactions (DDIs) are one of the major concerns in pharmaceutical research, and a number of computational methods have been developed to predict whether two drugs interact or not. Recently, more attention has been paid to events caused by the DDIs, which is more useful for investigating the mechanism hidden behind the combined drug usage or adverse reactions. However, some rare events may only have few examples, hindering them from being precisely predicted. To address the above issues, we present a few-shot computational method named META-DDIE, which consists of a representation module and a comparing module, to predict DDI events. We collect drug chemical structures and DDIs from DrugBank, and categorize DDI events into hundreds of types using a standard pipeline. META-DDIE uses the structures of drugs as input and learns the interpretable representations of DDIs through the representation module. Then, the model uses the comparing module to predict whether two representations are similar, and finally predicts DDI events with few labeled examples. In the computational experiments, META-DDIE outperforms several baseline methods and especially enhances the predictive capability for rare events. Moreover, META-DDIE helps to identify the key factors that may cause DDI events and reveal the relationship among different events.
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- 2021
38. A new design of drag-free and attitude control based on non-contact satellite
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Zhao Yanbin, He Liao, Yufei Xu, Zhu Zhu, and Yifan Deng
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0209 industrial biotechnology ,Computer simulation ,Computer science ,Payload ,Applied Mathematics ,020208 electrical & electronic engineering ,02 engineering and technology ,Computer Science Applications ,Computer Science::Robotics ,Attitude control ,Extended Kalman filter ,Service module ,Acceleration ,020901 industrial engineering & automation ,Control and Systems Engineering ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,Torque ,Electrical and Electronic Engineering ,Actuator ,Instrumentation - Abstract
A novel non-contact satellite for drag-free and attitude control is proposed in this paper. The non-contact satellite is separated into a payload module and a service module by non-contact Lorentz actuators. Instead of thrusters, the non-contact Lorentz actuators are used to exerted precise forces and torques, enabling drag-free and attitude control of the payload module, while the service module is designed to track the payload module to avoid collision. On the basis of this new design, the dynamics of drag-free and attitude control can be precisely modeled. Accordingly, a hierarchical control algorithm, consisting of an EKF-based estimation and rejection of environmental acceleration of payload module, attitude control of payload module, minimum norm allocation of non-contact Lorentz actuators, as well as collaborative control of service module, is systematically designed. A numerical simulation is then conducted to demonstrate the validity and effectiveness of the proposed design.
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- 2019
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39. Modeling and Pointing Performance Analysis of Disturbance-Free-Payload System With Flexible Umbilical Connection
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Zhi Gang Wang, Qiang Zhao, Lei Liu, Jiaxing Zhou, Yifan Deng, and Wei Li
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Coupling ,Physics ,General Computer Science ,Spacecraft ,business.industry ,Disturbance-Free-Payload ,Payload (computing) ,vibration control ,General Engineering ,Equations of motion ,Power (physics) ,Vibration ,bead model ,Vibration isolation ,Control theory ,Position (vector) ,General Materials Science ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,pointing performance ,business ,lcsh:TK1-9971 - Abstract
Disturbance-Free-Payload is a novel spacecraft architecture proposed to achieve perfect vibration isolation performance of space applications. In this paper, the object under study is a DFP system in which a flexible umbilical connection between the support module (SM) and the payload module (PM) is introduced for data, power and fluid transfer. Bead model accounting for properties of mass and flexibility, is utilized to model the flexible umbilical. With incorporation of bead model, six degree-of-freedom multibody rigid-flexible dynamics for the DFP system is established via Newtonian mechanics. Along with rotational coupling between solar panels and SM, translational coupling, in particular, is taken into consideration since there is a stringent requirement on relative position between PM and SM. Based on the accurate motion equations of the DFP system, simulation studies are conducted to gain insight of the impact of umbilical connection and translational coupling on pointing performance of the DFP system. Simulation results validate effectiveness of DFP configuration in isolating vibrations transmitted from SM to PM. Besides, umbilical connection plays an important part in degrading pointing performance of PM whereas it exerts little impact on SM. Moreover, translational coupling leads to significant pointing performance degradation for both PM and SM.
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- 2019
40. Three-Dimensional Fast Fixed-time Convergence Guidance Law With Impact Angle Constraint
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Zhenhua Yu, Yifan Deng, Yuanli Cai, and Ye Tian
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Lyapunov stability ,General Computer Science ,Settling time ,Computer science ,three-dimensional guidance ,General Engineering ,nonsingular terminal sliding mode control ,impact angle ,Stability (probability) ,Upper and lower bounds ,Constraint (information theory) ,Fixed-time convergence ,Law ,Convergence (routing) ,maneuvering target ,General Materials Science ,Symbolic convergence theory ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,Guidance system ,lcsh:TK1-9971 - Abstract
In this paper, a three-dimensional (3D) impact-angle-control guidance law is proposed based on the approaches of nonsingular terminal sliding mode control and fixed-time convergence theory to intercept a maneuvering target. The guidance law is derived based on the coupled 3D engagement dynamics. To intercept the target with an expected impact angle, the nonsingular terminal sliding mode control is designed to ensure that the line-of-sight (LOS) angles and rates rapidly reach the desired values. Furthermore, the fixed-time convergence algorithm is proposed to guarantee that the LOS angles and rates are convergent in fixed time. The upper bound of the settling time can be obtained by presetting the parameters of the proposed guidance law, and it is independent of the initial conditions. The stability of the guidance system is proven via Lyapunov stability theory. The simulation results are presented to validate the efficiency and superiority of the proposed guidance law.
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- 2019
41. Ferrostatin-1 Attenuates Mechanical Hypersensitivity in Rats with Streptozotocin-Induced Diabetes by Inhibiting Spinal Ferroptosis
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Xiang Li, Yifan Deng, Jingyi Du, Ping Xiang, and Jianfen Liang
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business.industry ,Ferrostatin-1 ,Ferroptosis ,Diabetes mellitus ,Medicine ,Pharmacology ,business ,medicine.disease ,Streptozotocin ,medicine.drug - Abstract
Diabetic neuropathic pain (DNP) is a highly prevalent complication of diabetes mellitus (DM) without effective treatments. The present study aimed to explore the effects of ferrostatin-1 (Fer-1) on mechanical hypersensitivity and spinal ferroptosis in rats with DM induced with streptozotocin (STZ). One week after STZ injection, the DM rats intraperitoneally received Fer-1 (2 μmol/kg) or a vehicle (1% DMSO) once daily for consecutive two weeks. The paw mechanical withdrawal thresholds (PMWT) were assessed weekly to investigate the nociceptive threshold. Biochemical and morphological alterations associated with spinal ferroptosis, including iron content, lipid peroxidation assays, the activities of anti-acyl-CoA synthetase long-chain family member 4 (ACSL4) and glutathione peroxidase 4 (GPX4), and mitochondrial morphology, were also evaluated. Decreased PMWT and significant changes in ferroptosis-associated markers, such as iron overload, lipid peroxidation, increased expression levels of ACSL4 and decreased expression levels of GPX4, and disrupted morphological features in mitochondria were found in rats with STZ-induced DM. These effects were significantly attenuated via intraperitoneal administration of the ferroptosis inhibitor Fer-1. Our findings indicated the involvement of iron-dependent ferroptosis in the spinal cords of rats with STZ-induced DM, and highlighted the effect of continuous administration of ferroptosis inhibitors such as Fer-1 on hypersensitivity in DM rats. These results suggest that inhibition of ferroptosis might be a potential therapeutic strategy in DNP treatment.
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- 2021
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42. Evolution of the Anion Relay Chemistry: Construction of Architecturally Complex Natural Products
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Yifan Deng and Amos B. Smith
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Biological Products ,Bryostatin 1 ,010405 organic chemistry ,Chemistry ,Indolizidine ,Stereoisomerism ,General Medicine ,General Chemistry ,010402 general chemistry ,01 natural sciences ,Combinatorial chemistry ,Coupling reaction ,Article ,0104 chemical sciences ,law.invention ,Arc (geometry) ,chemistry.chemical_compound ,Transfer agent ,Relay ,law ,Molecule ,Bifunctional - Abstract
Multi-component union tactics in which three or more fragments are rapidly assembled are highly prized in the construction of architecturally complex natural products. Anion Relay Chemistry (ARC), a multi-component union tactic, has just such potential to elaborate structurally diverse scaffolds in a single operation with excellent stereochemical control. Conceptually, the ARC tactic can be divided into two main classes: “Through-Bond”, by the relay of negative charge through the bonding system of a molecule; and “Through-Space”, by the migration of negative charge across space by a transfer agent. “Through-Space” Anion Relay Chemistry, the focus of this Account, can be further subdivided into two types: Type I ARC, originated from Tietze-Schaumann-Smith coupling reaction, which for the first time permits controllable Brook rearrangements to construct unsymmetrical adducts, and as such has been successfully employed in the total syntheses of diverse natural products, including the mycoticins, bryostatin 1, spongistatins, rimocidin, indolizidine alkaloids, and enigmazole A; and Type II ARC, central to which is the design of novel bifunctional linchpins that enable rapid assembly of linear and cyclic fragments with diverse architectural features, ranging from polyols, spiroketals and polyenes to polypropionate scaffolds. Recently, the Type II ARC tactic has been exploited as the key construction tactic in the total syntheses of the spirastrellolides, the cryptocarya acetates, secu’amamine A, mandelalide A and nahuoic acid C(i) (B(ii)). This Account will present the evolution of both the Type I and Type II Anion Relay tactics, in conjunction with some prominent applications. [Image: see text]
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- 2020
43. A multimodal deep learning framework for predicting drug-drug interaction events
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Yifan Deng, Jingbo Xia, Yang Qiu, Shichao Liu, Wen Zhang, and Xinran Xu
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Statistics and Probability ,Drug ,Dependency (UML) ,Computer science ,media_common.quotation_subject ,Drug-drug interaction ,Machine learning ,computer.software_genre ,Biochemistry ,03 medical and health sciences ,0302 clinical medicine ,Deep Learning ,Drug Interactions ,Pharmaceutical sciences ,Molecular Biology ,030304 developmental biology ,media_common ,chemistry.chemical_classification ,0303 health sciences ,Mechanism (biology) ,business.industry ,Event (computing) ,Deep learning ,Computer Science Applications ,Computational Mathematics ,Enzyme ,Computational Theory and Mathematics ,chemistry ,Pharmaceutical Preparations ,030220 oncology & carcinogenesis ,Artificial intelligence ,Neural Networks, Computer ,business ,computer ,DrugBank ,Software - Abstract
Motivation Drug–drug interactions (DDIs) are one of the major concerns in pharmaceutical research. Many machine learning based methods have been proposed for the DDI prediction, but most of them predict whether two drugs interact or not. The studies revealed that DDIs could cause different subsequent events, and predicting DDI-associated events is more useful for investigating the mechanism hidden behind the combined drug usage or adverse reactions. Results In this article, we collect DDIs from DrugBank database, and extract 65 categories of DDI events by dependency analysis and events trimming. We propose a multimodal deep learning framework named DDIMDL that combines diverse drug features with deep learning to build a model for predicting DDI-associated events. DDIMDL first constructs deep neural network (DNN)-based sub-models, respectively, using four types of drug features: chemical substructures, targets, enzymes and pathways, and then adopts a joint DNN framework to combine the sub-models to learn cross-modality representations of drug–drug pairs and predict DDI events. In computational experiments, DDIMDL produces high-accuracy performances and has high efficiency. Moreover, DDIMDL outperforms state-of-the-art DDI event prediction methods and baseline methods. Among all the features of drugs, the chemical substructures seem to be the most informative. With the combination of substructures, targets and enzymes, DDIMDL achieves an accuracy of 0.8852 and an area under the precision–recall curve of 0.9208. Availability and implementation The source code and data are available at https://github.com/YifanDengWHU/DDIMDL. Supplementary information Supplementary data are available at Bioinformatics online.
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- 2020
44. Twistor-based synchronous sliding mode control of spacecraft attitude and position
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Shuo Tang, Lei Liu, Qing Li, Yifan Deng, and Yanbin Zhao
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020301 aerospace & aeronautics ,0209 industrial biotechnology ,Spacecraft ,business.industry ,Computer science ,Mechanical Engineering ,Mode (statistics) ,Aerospace Engineering ,TL1-4050 ,02 engineering and technology ,Sliding mode control ,Twistor theory ,020901 industrial engineering & automation ,0203 mechanical engineering ,Exponential stability ,Control theory ,Position (vector) ,business ,Control methods ,Motor vehicles. Aeronautics. Astronautics - Abstract
A synchronous control of relative attitude and position is required in separated ultra-quiet spacecraft, such as drag-free, disturbance-free, and distributed spacecraft. Thus, a twistor-based synchronous sliding mode control is investigated in this paper to solve the control problem of relative attitude and position among separated spacecraft modules. The twistor-based control design and the stability proof are implemented using the Modified Rodrigues Parameter (MRP). To evaluate the effectiveness of the proposed control method, this paper presents a case study of separated spacecraft flying control considering the mass uncertainty and external disturbances. In addition, a simulation study of the Proportional-Derivative (PD) control is also presented for comparison. The results indicate that the twistor-based sliding mode controller can ensure global asymptotic stability. The states converge fast with ultra-precision and ultra-stability in both the attitude and position. Moreover, the proposed twistor-based sliding mode control system is robust to the mass uncertainty and external disturbances. Keywords: Distributed spacecraft, Gravitational wave detection, Synchronous control, Ultra-precision, Ultra-stability
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- 2018
45. Microwave-assisted conversion of methane over H-(Fe)-ZSM-5: Evidence for formation of hot metal sites
- Author
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Götz Veser, Brandon Robinson, Joseph Broun Powell, Pranjali D. Muley, Chirag Mevawala, Xinwei Bai, Victor Abdelsayed, Alexander P. van Bavel, Dushyant Shekhawat, Debangsu Bhattacharyya, Sanjana Karpe, Ashley Caiola, Jianli Hu, and Yifan Deng
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Materials science ,General Chemical Engineering ,02 engineering and technology ,General Chemistry ,Coke ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Industrial and Manufacturing Engineering ,Methane ,0104 chemical sciences ,Catalysis ,Metal ,chemistry.chemical_compound ,chemistry ,Chemical engineering ,visual_art ,visual_art.visual_art_medium ,Environmental Chemistry ,ZSM-5 ,0210 nano-technology ,Selectivity ,Zeolite ,Microwave - Abstract
Microwave-assisted catalysis offers great promise as an “intensified” technology for chemical processing. The present study investigates microwave-assisted direct conversion of methane with focus on the design and evaluation of microwave-sensitive H-(Fe)ZSM-5 catalysts for the existence of hotspot formation. Isomorphous substituted H-(Fe)ZSM-5 catalysts are tuned to identify key design parameters that control their microwave sensitivity. Increasing the amount of Al and Fe substitution in the zeolite lattice is found to result in higher microwave sensitivity due to improved dielectric properties and hence facilitated microwave heating of the catalyst bed. Comparison between the performance of these catalysts in a conventional thermally-heated (CH) fixed-bed and a microwave (MW) reactor allows identification of the effect of microwave irradiation on the catalyst activity. Methane conversion is drastically enhanced at MW conditions (from 3% at CH conditions to 40% at MW conditions), indicating accelerated methane activation over the metal site and hence suggesting a hot metal site despite much lower catalyst bulk temperature measured in the microwave reactor. The existence of metal hotspot formation is further supported by the reaction product distribution and spent catalyst analysis. At MW conditions, C2 (ethane and ethylene) and coke (mainly carbon nanotubes and nanofibers) selectivity are much higher at the cost of aromatics make compared to CH conditions. This can be explained by reduced aromatization activity at the Bronsted acid sites of the zeolite due to its lower relative temperature of the zeolite. The much-enhanced metal aggregation observed in the spent catalyst from the MW reactor along with the distribution of coke species further confirms the existence of selective heating (i.e. hotspot formation) occurring at the active metal site in the catalyst at MW conditions.
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- 2021
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46. Total Synthesis of (−)-Nahuoic Acid Ci (Bii)
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Yifan Deng, Qi Liu, and Amos B. Smith
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chemistry.chemical_classification ,Molecular Structure ,010405 organic chemistry ,Chemistry ,Stereochemistry ,Total synthesis ,General Chemistry ,Large fragment ,Naphthalenes ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Article ,Catalysis ,0104 chemical sciences ,Polyketide ,Colloid and Surface Chemistry ,Polyol ,Polyketides - Abstract
A convergent total synthesis of (−)-nahuoic acid Ci(Bii) (3), a novel cis-decalin polyketide, has been achieved. Key synthetic transformations include Type II Anion Relay Chemistry (ARC) to construct the polyol chain, a Ti-catalyzed asymmetric Diels–Alder reaction to generate the cis-decalin skeleton, and a late-stage large fragment union exploiting a Micalizio alkoxide-directed alkyne–alkene coupling tactic.
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- 2017
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47. Additive Manufacturing of Metallic Materials: A Review
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Xingye Guo, Yifan Deng, Je-Hyun Lee, Yi Zhang, Stephen Kane, Linmin Wu, Jing Zhang, and Yeon-Gil Jung
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0209 industrial biotechnology ,Mechanical property ,Materials science ,Mechanical Engineering ,Metallurgy ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Microstructure ,law.invention ,020901 industrial engineering & automation ,Mechanics of Materials ,law ,Metallic materials ,Powder bed ,Lamination ,Deposition (phase transition) ,General Materials Science ,Manufacturing methods ,0210 nano-technology ,Engineering design process - Abstract
In this review article, the latest developments of the four most common additive manufacturing methods for metallic materials are reviewed, including powder bed fusion, direct energy deposition, binder jetting, and sheet lamination. In addition to the process principles, the microstructures and mechanical properties of AM-fabricated parts are comprehensively compared and evaluated. Finally, several future research directions are suggested.
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- 2017
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48. Diverse Pathways in Catalytic Reactions of Propargyl Aryldiazoacetates: Selectivity between Three Reaction Sites
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Yifan Deng, Huang Qiu, Kostiantyn O. Marichev, and Michael P. Doyle
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010405 organic chemistry ,Chemistry ,Organic Chemistry ,chemistry.chemical_element ,Electrophilic aromatic substitution ,010402 general chemistry ,01 natural sciences ,Medicinal chemistry ,0104 chemical sciences ,Catalysis ,Rhodium ,chemistry.chemical_compound ,Propargyl ,Alkyne metathesis ,Organic chemistry ,Diazo ,Lewis acids and bases ,Palladium - Abstract
Three catalyst-dependent divergent reaction pathways for reactions of propargyl aryldiazoacetates are disclosed. Transition metal catalysts including those of rhodium(II), palladium(0 and II), silver(I), mercury(II), copper(I and II), platinum(II), and cationic gold(I) are effective for reactions that proceed through dinitrogen extrusion, carbene/alkyne metathesis, and aromatic substitution to form fused indeno-furanones, and use of tetrakis(acetonitrile)copper(I) provides indeno-furanones in the highest product yields. A Lewis acid catalyzed pathway that forms furan-2-ones is uncovered with FeCl3, ZnBr2, and BF3·Et2O as catalysts that proceed through activation of the aryldiazoacetate ester for arylpropargyl cation dissociation followed by recombination through cation addition to the diazo carbon. Neutral gold catalysts selectively activate the triple bond of propargyl aryldiazoacetates, resulting in the formation of allenic aryldiazoesters that further undergo uncatalyzed rearrangement.
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- 2017
- Full Text
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49. Factors Controlling Reactivity in the Hydrogen Atom Transfer and Radical Addition Steps of a Radical Relay Cascade
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Yifan Deng, K. N. Houk, Yike Zou, Xiao-Song Xue, and Amos B. Smith
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Radical ,010402 general chemistry ,Photochemistry ,01 natural sciences ,Biochemistry ,Article ,law.invention ,Relay ,law ,Transfer (computing) ,Reactivity (chemistry) ,Physical and Theoretical Chemistry ,chemistry.chemical_classification ,010405 organic chemistry ,Alkene ,Organic Chemistry ,Atom (order theory) ,Hydrogen Bonding ,Hydrogen atom ,0104 chemical sciences ,Kinetics ,chemistry ,Cascade ,Chemical Sciences ,Hydrogen - Abstract
DFT exploration of 1,5- and 1,6-hydrogen atom transfers (HAT), radical addition, and relay to alkene is reported. The reactivity of 1,5- and 1,6-HAT are similar. We also explored reactions involving a multiple radical transferring process. Initially generated radicals undergo a multiple HAT process to form multiple bonds in a “relay” fashion, provided by exquisitely balanced rates.
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- 2019
50. Generation of Dithianyl and Dioxolanyl Radicals Using Photoredox Catalysis: Application in the Total Synthesis of the Danshenspiroketallactones via Radical Relay Chemistry
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Amos B. Smith, Yifan Deng, K. N. Houk, Yike Zou, and Minh D. Nguyen
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Light ,Polymers ,Radical ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Article ,Catalysis ,law.invention ,Turn (biochemistry) ,Polyol ,Relay ,law ,Physical and Theoretical Chemistry ,chemistry.chemical_classification ,Molecular Structure ,010405 organic chemistry ,Chemistry ,Organic Chemistry ,Photoredox catalysis ,Total synthesis ,Hydrogen atom ,Photochemical Processes ,Combinatorial chemistry ,0104 chemical sciences ,Chemical Sciences ,Surface modification ,Hydrogen - Abstract
Visible-light-induced generation of dithianyl and dioxolanyl radicals via selective hydrogen atom transfer (HAT) has been achieved. This radical relay tactic enables remote C(sp(3))—H functionalization to permit rapid access to polyol and spiroketal segments, and in turn has been exploited as a key synthetic construct in the total synthesis of the danshenspiroketallactones. The conformational stability of the danshenspiroketallactones has also been defined via experiments and DFT calculations.
- Published
- 2019
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