154 results on '"Zhihao Hu"'
Search Results
2. Overview of epigenetic degraders based on PROTAC, molecular glue, and hydrophobic tagging technologies
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Xiaopeng Peng, Zhihao Hu, Limei Zeng, Meizhu Zhang, Congcong Xu, Benyan Lu, Chengpeng Tao, Weiming Chen, Wen Hou, Kui Cheng, Huichang Bi, Wanyi Pan, and Jianjun Chen
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Epigenetic ,Degrader ,PROTAC ,Molecular glue ,Hydrophobic tagging ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Epigenetic pathways play a critical role in the initiation, progression, and metastasis of cancer. Over the past few decades, significant progress has been made in the development of targeted epigenetic modulators (e.g., inhibitors). However, epigenetic inhibitors have faced multiple challenges, including limited clinical efficacy, toxicities, lack of subtype selectivity, and drug resistance. As a result, the design of new epigenetic modulators (e.g., degraders) such as PROTACs, molecular glue, and hydrophobic tagging (HyT) degraders has garnered significant attention from both academia and pharmaceutical industry, and numerous epigenetic degraders have been discovered in the past decade. In this review, we aim to provide an in-depth illustration of new degrading strategies (2017–2023) targeting epigenetic proteins for cancer therapy, focusing on the rational design, pharmacodynamics, pharmacokinetics, clinical status, and crystal structure information of these degraders. Importantly, we also provide deep insights into the potential challenges and corresponding remedies of this approach to drug design and development. Overall, we hope this review will offer a better mechanistic understanding and serve as a useful guide for the development of emerging epigenetic-targeting degraders.
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- 2024
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3. Research Progress of Magnetic Flocculation in Water Treatment
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Zhihao Hu, Kun Wu, Zihan Wang, Kinjal J. Shah, and Yongjun Sun
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magnetic flocculation ,water treatment ,magnetic seed flocculation ,magnetic flocculant ,combination ,Chemistry ,QD1-999 - Abstract
As people’s material quality of life continues to improve, water resources become subjected to varying degrees of contamination. As one of the most commonly utilised agents in water treatment, a flocculant exhibits a diverse range of forms and a vast scope of applications. However, the application of flocculants gives rise to a series of issues, including the use of large doses, the formation of sludge, the difficulty of recycling flocculants, and other concerns. The development of new flocculation technology has become a crucial step in enhancing the purification of wastewater and reducing environmental pollution. Magnetic flocculation can be classified into two main categories: magnetic seeds flocculation and magnetic flocculation. This paper presents an overview of the factors influencing magnetic flocculation, including the type of magnetic seeds, magnetic seeds particle size, and other pertinent considerations. Furthermore, the classification of magnetic flocculants in the process of magnetic flocculation is discussed. This includes the types of magnetic flocculant, namely, inorganic composite magnetic flocculants, organic composite magnetic flocculants, and biological composite magnetic flocculants. Inorganic composite magnetic flocculants are inexpensive and simple to produce; however, their dosage is considerable, and the resulting floc is not tightly formed, which impairs the efficacy of flocculation. The use of organic composite magnetic flocculants requires a smaller dosage and exhibits a strong flocculating ability; however, it may possess toxic properties and potentially cause harm to the water body. The biological composite magnetic flocculant exhibits high efficiency and no pollution, yet it is subject to stringent environmental conditions, displays poor stability, and is applicable to a relatively limited range of treatment scenarios. Furthermore, the integration of magnetic flocculation technology with other techniques is classified and summarised in diverse contexts, and the prospective research focus and direction of magnetic flocculants are proposed.
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- 2024
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4. Exploring the Formation of CoO/ZnO Heterostructure to Enhance Electrocatalytic Oxygen Evolution Reaction
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Zhihao Hu, Yu Zhou, Chuanqiang Wu, Lixun Cheng, Yilin Tai, Shuangming Chen, Li Song, and Binghui Ge
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CoO/ZnO Heterostructures ,hierarchical Structure ,in situ TEM ,oxygen Evolution ,XAFS ,Physics ,QC1-999 ,Technology - Abstract
Abstract Revealing the electrocatalytic microstructure is the basis for finding more efficient and stable electrode materials for clean energy conversion devices. However, there is still a lack of direct understanding of the phase transition process of the sample during heating, which makes the synthesis conditions of the catalyst often rely on experienced guidance. Herein, ZIF‐8@α‐Co(OH)2 core‐shell structure and uniformly coated α‐Co(OH)2 nanosheets on the surface of ZIF‐8 are synthesized. The effect of temperature on microstructure evolution is studied by in situ heating technique with high‐resolution transmission electron microscopy. Based on understanding the relationship between temperature, microstructure, and OER properties, a simple annealing synthesis strategy is designed effectively. During the annealing process, ZnO@CoO heterogeneous structure is formed at 400 °C, and the material reached a stable hydroxyl oxide structure after electrochemical cycle voltammetry in an alkaline solution. The OER performance test shows that the commercial IrO2 catalyst has comparable catalytic performance.
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- 2023
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5. Two simple assays for assessing the seeding activity of proteopathic tau
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Fei Liu, Ruozhen Wu, Nana Jin, Dandan Chu, Jianlan Gu, Yunn Chyn Tung, Zhihao Hu, Cheng-Xin Gong, and Khalid Iqbal
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Alzheimer’s disease ,tau ,tau propagation ,seeding activity ,tau pathology ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
The regional distribution of neurofibrillary tangles of hyperphosphorylated tau aggregates is associated with the progression of Alzheimer’s disease (AD). Misfolded proteopathic tau recruits naïve tau and templates its misfolding and aggregation in a prion-like fashion, which is believed to be the molecular basis of propagation of tau pathology. A practical way to assess tau seeding activity is to measure its ability to recruit/bind other tau molecules and to induce tau aggregation. Based on the properties of proteopathic tau, here we report the development of two simple assays to assess tau seeding activity ----- capture assay in vitro and seeded-tau aggregation assay in cultured cells. In the capture assay, proteopathic tau was applied onto a nitrocellulose membrane and the membrane was incubated with cell lysate containing HA-tagged tau151-391 (HA-tau151-391). The captured tau on the membrane was determined by immuno-blots developed with anti-HA. For the seeded-tau aggregation assay, HEK-293FT cells transiently expressing HA-tau151-391 were treated with proteopathic tau in the presence of Lipofectamine 2000 and then lysed with RIPA buffer. RIPA-insoluble fraction containing aggregated tau was obtained by ultracentrifugation and analyzed by immuno-blot developed with anti-HA. To validate these two assays, we assessed the seeding activity of tau in the middle frontal gyrus, middle temporal gyrus and basal forebrain of AD and control brains and found that AD, but not control, brain extracts effectively captured and seeded tau151-391 aggregation. Basal forebrain contained less phospho-tau and tau seeding activity. The levels of captured tau or seeded-tau aggregates were positively correlated to the levels of phospho-tau, Braak stages and tangle sores. These two assays are specific and sensitive and can be carried out in a regular biomedical laboratory setting by using routine biochemical techniques.
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- 2023
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6. Prediction on freezing fraction and collision coefficient in ice accretion model of transmission lines using icing mass growth rate
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Lin Yang, Zhihao Hu, Lupeng Nian, Yanpeng Hao, and Licheng Li
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Distribution or transmission of electric power ,TK3001-3521 ,Production of electric energy or power. Powerplants. Central stations ,TK1001-1841 - Abstract
Abstract Freezing fraction and collision coefficient are the key parameters in the ice accretion model, which should be calculated to predict the icing trend for transmission lines. Here a mathematical relation between freezing fraction and collision coefficient was derived using the simplified head balance model of transmission lines icing. Combined with the empirical formula of the liquid water content in air, a calculation method of the freezing fraction and collision coefficient was proposed using the ice surface temperature of transmission lines and the icing mass growth rate. The method to measure the icing mass growth rate based on online monitoring data and icing experiments was proposed. The icing experiments were carried out in the low‐temperature ice chamber with the same parameters as the online monitoring environmental parameters. The values of the freezing fraction and collision coefficient were calculated by using the online monitoring data and icing experiments data respectively, the calculation results were compared. The maximum relative differences between the calculation results from the online monitoring data and the icing experiments data do not exceed 18%, which proves the validity of the calculation method of the freezing fraction and collision coefficient in ice accretion model of transmission lines.
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- 2022
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7. On-Chip Refractive Index Sensor With Ultra-High Sensitivity Based on Sub-Wavelength Grating Racetrack Microring Resonators and Vernier Effect
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Li Liu, Zhihao Hu, Mengyuan Ye, Zhihua Yu, Chenggong Ma, and Jian Li
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On-chip optical sensors ,sub-wavelength grating microring ,vernier effect ,ultra-high sensitivity ,low detection limit ,Applied optics. Photonics ,TA1501-1820 ,Optics. Light ,QC350-467 - Abstract
An approach to optimize the sensitivity and the limit of detection of on-chip refractive index sensor is proposed and demonstrated based on sub-wavelength grating racetrack microring resonator and Vernier effect. The sub-wavelength grating waveguide can reduce the structure limitation of the light field, which is beneficial to enhancing the interaction between the photon and analyte. By optimizing the parameters of the sub-wavelength grating racetrack microring resonator, the sensitivity of the sensor could be significantly improved to 664 nm/RIU. Subsequently, capitalizing the Vernier effect, a two cascaded microring-based refractive index sensor is designed. Owing to the Vernier effect, the wavelength spacings among the overlapped peaks could be effectively amplified more than ten times, leading to a high performance. The results demonstrate that an ultra-high sensitivity of 7061 nm/RIU and a low limit of detection of 1.74 × 10−5 RIU. With the advantages of ultra-high sensitivity and low limit of detection, the integrated device has important value in the fields of environmental monitoring and biosensors.
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- 2022
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8. Texture and in vitro starch digestion kinetics of French fries produced from potatoes (Solanum tuberosum L.) pre-treated with pulsed electric fields
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Sze Ying Leong, Rebecca Roberts, Zhihao Hu, Phil Bremer, Patrick Silcock, Stefan Toepfl, and Indrawati Oey
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Pulsed electric fields ,French fries ,Potato ,Dry matter ,Texture ,Starch digestibility ,Food processing and manufacture ,TP368-456 - Abstract
The impact of Pulsed Electric Field (PEF) processing pre-treatment on the texture and kinetics of in vitro starch digestibility of French fries made from two potato cultivars (Solanum tuberosum L.) containing dry matter content ranging from 19 to 22% was investigated. Whole and steam-peeled potato tubers were treated with a pilot scale PEF unit (electric field strength of 1.1 and 1.9 kV/cm with energy input 21%) tubers pretreated with PEF at electric field strength of 1.9 kV/cm. The findings generated in this study demonstrate PEF pretreatment may influence the texture of French fries and the extent of starch digestion that occurs.
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- 2022
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9. Vitamin D/VDR in the pathogenesis of intervertebral disc degeneration: Does autophagy play a role?
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Tao Lan, Zhe Shen, Zhihao Hu, and Bin Yan
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Vitamin D ,Vitamin D receptor ,Autophagy ,Intervertebral disc degeneration ,Therapeutics. Pharmacology ,RM1-950 - Abstract
To date, the underlying mechanisms involved intervertebral disc degeneration (IDD) remain unclear, which has hindered the development of molecular biological therapy for IDD. Autophagy is vital for intracellular quality control and metabolic balance in intervertebral disc cells. Hence, autophagy homeostasis is important. Emerging evidence has implicated vitamin D (VD) and the vitamin D receptor (VDR) in IDD progression because of their effects on different autophagy steps. However, the results of clinical trials in which VD supplementation was assessed as a treatment for IDD are controversial. Furthermore, experimental studies on the interplay between VD/VDR and autophagy are still in their infancy. In view of the significance of the crosstalk between VD/VDR and autophagy components, this review focuses on the latest research on VD/VDR modulation in autophagy and investigates the possible regulatory mechanisms. This article will deepen our understanding of the relationship between VD/VDR and autophagy and suggests novel strategies for IDD prevention and treatment.
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- 2022
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10. Long non-coding RNA ZFAS1 promotes the expression of EPAS1 in gastric cardia adenocarcinoma
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Tianyu Zhu, Zhuoyin Wang, Guojun Wang, Zhihao Hu, Hengxuan Ding, Ruixin Li, and Junfeng Sun
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Gastric cardia adenocarcinoma ,LncRNA ZFAS1 ,Hypoxia inducible factor ,HIF1 ,EPAS1 ,Medicine (General) ,R5-920 ,Science (General) ,Q1-390 - Abstract
Introduction: LncRNA (Long non-coding RNA) ZFAS1 (zinc finger antisense 1) functions as the oncogene in multiple cancers, including gastric cancer. However, its function and underlying mechanism in the GCA (gastric cardia adenocarcinoma), the most aggressive type of gastric cancer, remain unknown. Objective: In the current study, the expression level of LncRNA ZFAS1 was quantified in 762 GCA tissues and the paired adjacent non-tumor tissues. The expression level of LncRNA ZFAS1 was quantified in 762 GCA tissues and the paired adjacent non-tumor tissues, and further confirmed using in vitro cell and animal model based assays. Conclusion: We demonstrated here that the LncRNA ZFAS1 was up-regulated in GCA tissues. Furthermore, the elevated level of ZFAS1 was significantly associated with the GCA metastasis and cancer recurrence. It was also demonstrated to be an independent prognostic indicator of disease-free survival and overall survival for GCA patients. RNA sequencing showed that the up-regulated ZFAS1 was tightly associated with the down-regulated hypoxia inducible factor 1 (HIF1) and up-regulated EPAS1 (Endothelial PAS domain protein 1, also known as HIF2). In vitro studies showed that the ZFAS1 could bind to EPAS1, enhance its abilities to epigenetically silence the HIF1, and promote its own expression in GCA cell lines. In the animal model, codelivering the EPAS1 and the ZFAS1 antisense oligos could significantly boost up their therapeutic effects on tumor growth. Thus, targeting ZFAS1 and EPAS1 might be an alternative therapeutic option in GCA.
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- 2021
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11. Potential impact of 5 years of ivermectin mass drug administration on malaria outcomes in high burden countries
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Regina Rabinovich, Carlos J Chaccour, Achla Marathe, Bryan Lewis, Ruoding Shi, Ana Mendez-Lopez, Zhihao Hu, and Cassidy Rist
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Medicine (General) ,R5-920 ,Infectious and parasitic diseases ,RC109-216 - Published
- 2021
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12. SATFuzz: A Stateful Network Protocol Fuzzing Framework from a Novel Perspective
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Zulie Pan, Liqun Zhang, Zhihao Hu, Yang Li, and Yuanchao Chen
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stateful network protocol fuzzing ,status code ,auxiliary message ,quasi-recurrent neural network (QRNN) ,deep learning ,vulnerability discovery ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Biology (General) ,QH301-705.5 ,Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
Stateful network protocol fuzzing is one of the essential means for ensuring network communication security. However, the existing methods have problems, including frequent auxiliary message interaction, no in-depth state-space exploration, and high shares of invalid interaction time. To this end, we propose SATFuzz, a stateful network protocol fuzzing framework. SATFuzz first prioritizes the states identified by the status codes in response messages, then randomly selects a state to test among the high-priority states, and determines its corresponding optimal test sequence, which is composed of the minimum pre-lead sequence, the test case, and the fittest post-end sequence. Finally, SATFuzz uses a quasi-recurrent neural network (QRNN) to filter the test cases before performing interaction, and only the optimal test sequence, including the valid test case, can be fed to the protocol entity. To verify the proposed framework, we conduct extensive experiments with the state-of-the-art fuzzer on two popular protocols. The results show that the vulnerability discovery efficiency of the proposed approach increases by at least 1.48 times (at most by 3.06 times), making it superior to the rival methods. This not only confirms the effectiveness of SATFuzz in terms of improving the vulnerability discovery efficiency but also shows that SATFuzz has significant advantages.
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- 2022
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13. Data analysis and modeling pipelines for controlled networked social science experiments.
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Vanessa Cedeno-Mieles, Zhihao Hu, Yihui Ren, Xinwei Deng, Noshir Contractor, Saliya Ekanayake, Joshua M Epstein, Brian J Goode, Gizem Korkmaz, Chris J Kuhlman, Dustin Machi, Michael Macy, Madhav V Marathe, Naren Ramakrishnan, Parang Saraf, and Nathan Self
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Medicine ,Science - Abstract
There is large interest in networked social science experiments for understanding human behavior at-scale. Significant effort is required to perform data analytics on experimental outputs and for computational modeling of custom experiments. Moreover, experiments and modeling are often performed in a cycle, enabling iterative experimental refinement and data modeling to uncover interesting insights and to generate/refute hypotheses about social behaviors. The current practice for social analysts is to develop tailor-made computer programs and analytical scripts for experiments and modeling. This often leads to inefficiencies and duplication of effort. In this work, we propose a pipeline framework to take a significant step towards overcoming these challenges. Our contribution is to describe the design and implementation of a software system to automate many of the steps involved in analyzing social science experimental data, building models to capture the behavior of human subjects, and providing data to test hypotheses. The proposed pipeline framework consists of formal models, formal algorithms, and theoretical models as the basis for the design and implementation. We propose a formal data model, such that if an experiment can be described in terms of this model, then our pipeline software can be used to analyze data efficiently. The merits of the proposed pipeline framework is elaborated by several case studies of networked social science experiments.
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- 2020
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14. Preparation and Electrochemical Properties of Functionalized Multi-Walled Carbon Nanotubes @ Carbon Quantum Dots @ Polyaniline Ternary Composite Electrode Materials
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Jing Wang, Youyang Chen, Zhihao Hu, Ye Ge, Guotao Dong, Tianhao Hu, and Chul Gyu Jhun
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carbon quantum dots ,functionalized multi-walled carbon nanotubes ,polyaniline ,composite electrode material ,specific capacitance ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Biology (General) ,QH301-705.5 ,Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
Based on various carbon nano materials, the ternary composite functionalized carbon nanotubes (FMWCNTs) @ carbon quantum dots (CQDs) @ polyaniline (PANI) was prepared by in-situ polymerization and hydrothermal method. The carbon-based material was made into an electrode sheet. The morphology and microscopic nanostructures were characterized by FTIR, field emission scanning electron microscopy and field emission transmission electron microscopy. Cyclic voltammetry and the galvanostatic charge discharge method was adapted to study the electrochemical properties of these active materials. Our results showed that the specific capacitance of FMWCNTs @ CQDs @ PANI was as high as 534 F/g, while it was 362 F/g, 319 F/g and 279 F/g for PANI @ FMWCNTs, PANI @ CQDs and polyaniline. This means that the specific capacitance of FMWCNTs @ CQDs @ PANI is increased by 47.5%, 67.4% and 91.4% comparing with the capacitance of PANI @ FMWCNTs, PANI @ CQDs and polyaniline, respectively. Moreover, the specific capacitance retention rate of the ternary active electrode after 1000 times of constant current charge and discharge cycle reached 86%, while it was 60% for PANI @ FMWCNTs, 72% for PANI @ CQDs and 65% for polyaniline.
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- 2020
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15. Salience effect and yield curve.
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Zhihao Hu, Guokai Song, Yuhan Wang, and Duane, Yating
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YIELD curve (Finance) ,RISK aversion - Abstract
This paper studies the influence of salience on nominal and real yield curves by introducing the salience effect in the Piazzesi and Schneider model (hereafter PS). We construct the salience values based on the expected consumption growth using U.S. data. We find that salience values are negatively correlated with the expected consumption growth rates. Based on U.S. data from 1960q1 to 2020q4, we find that the salience model can generate upward nominal and real yield curves within reasonable risk aversion coefficients (less than 10), as well as well-fitted average yields with actual data. The salience model compensates for the PS or recursive preference model’s inability to generate an upward nominal or real yield curve within reasonable risk aversion. Furthermore, we provide empirical support for model implications. [ABSTRACT FROM AUTHOR]
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- 2024
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16. Burn after read: a rewritable multiplexing optical information storage and encryption method
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Kangwei Xia, Zhihao Hu, Junyu Guan, Shengteng Zheng, Zihua Chai, Shengzhi Wu, Dong Liu, Jia Su, Fazhan Shi, and Ya Wang
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Information storage and security are the building blocks of the information age. Optical information storage is a low-cost, robust, and high-capacity storage technique. Discovering new optical information storage media and technique with beyond binary capacity and enhanced security is in demand. Here we demonstrate a beyond-binary, "burn after read" and rewritable multiplexing optical information and encryption method via Ce:YAG trapping states. We find that the thermo-luminescence (TL) intensity of Ce:YAG trapping states is writing light power dependent, enabling multi-gray-level information storage and encoding. We present a new strategy to encode multiplexing information in a single pixel, increasing the storage capability. Meanwhile, the "burn after read" feature protects the data from secondary leakage. This method has wide applications in data storage, anti-counterfeiting, and encryption.
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- 2023
17. Blow-Up Solutions for the Space-Time Fractional Evolution Equation
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Zhihao Hu and Qihong Shi
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Statistical and Nonlinear Physics ,Mathematical Physics - Abstract
This paper focuses on the blow-up solutions of the space-time fractional equations with Riemann–Liouville type nonlinearity in arbitrary-dimensional space. Using the Banach mapping principle and the test function method, we establish the local well-posedness and overcome the difficulties caused by the fractional operators to obtain the blow-up results. Furthermore, we get the precise lifespan of blow-up solutions under special initial conditions.
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- 2023
18. AC099850.3 promotes HBV-HCC cell proliferation and invasion through regulating CD276: a novel strategy for sorafenib and immune checkpoint combination therapy
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Aoxiao He, Zhihao Huang, Qian Feng, Shan Zhang, Fan Li, Dan Li, Hongcheng Lu, and Jiakun Wang
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Hepatitis B virus-related hepatocellular carcinoma ,AC099850.3 ,CD276 ,Cell cycle ,Cell proliferation and invasion ,Nanoparticles ,Medicine - Abstract
Abstract Background This study investigates the molecular mechanisms of CC@AC&SF@PP NPs loaded with AC099850.3 siRNA and sorafenib (SF) for improving hepatitis B virus-related hepatocellular carcinoma (HBV-HCC). Methods A dataset of 44 HBV-HCC patients and their survival information was selected from the TCGA database. Immune genes related to survival status were identified using the ImmPort database and WGCNA analysis. A prognostic risk model was constructed and analyzed using Lasso regression. Differential analysis was performed to screen key genes, and their significance and predictive accuracy for HBV-HCC were validated using Kaplan–Meier survival curves, ROC analysis, CIBERSORT analysis, and correlation analysis. The correlation between AC099850.3 and the gene expression matrix was calculated, followed by GO and KEGG enrichment analysis using AC099850.3 and its co-expressed genes. HepG2.2.15 cells were selected for in vitro validation, and lentivirus interference, cell cycle determination, CCK-8 experiments, colony formation assays, Transwell experiments, scratch experiments, and flow cytometry were performed to investigate the effects of key genes on HepG2.2.15 cells. A subcutaneous transplanted tumor model in mice was constructed to verify the inhibitory effect of key genes on HBV-HCC tumors. Subsequently, pH-triggered drug release NPs (CC@AC&SF@PP) were prepared, and their therapeutic effects on HBV-HCC in situ tumor mice were studied. Results A prognostic risk model (AC012313.9, MIR210HG, AC099850.3, AL645933.2, C6orf223, GDF10) was constructed through bioinformatics analysis, showing good sensitivity and specificity in diagnostic prediction. AC099850.3 was identified as a key gene, and enrichment analysis revealed its impact on cell cycle pathways. In vitro cell experiments demonstrated that AC099850.3 promotes HepG2.2.15 cell proliferation and invasion by regulating immune checkpoint CD276 expression and cell cycle progression. In vivo, subcutaneously transplanted tumor experiments showed that AC099850.3 promotes the growth of HBV-HCC tumors in nude mice. Furthermore, pH-triggered drug release NPs (CC@AC&SF@PP) loaded with AC099850.3 siRNA and SF were successfully prepared and delivered to the in situ HBV-HCC, enhancing the effectiveness of combined therapy for HBV-HCC. Conclusions AC099850.3 accelerates the cell cycle progression and promotes the occurrence and development of HBV-HCC by upregulating immune checkpoint CD276 expression. CC@AC&SF@PP NPs loaded with AC099850.3 siRNA and SF improve the effectiveness of combined therapy for HBV-HCC.
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- 2024
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19. Prevalence and associated factors of myopia among adolescents aged 12–15 in Shandong Province, China: a cross-sectional study
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Zhihao Huang, Dingding Song, Zhiqi Tian, Yongming Wang, and Kunzong Tian
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Adolescents ,Myopia ,Influencing factors ,Univariable chi-square test ,Multivariable logistic regression analysis ,Medicine ,Science - Abstract
Abstract Myopia is a growing concern worldwide, especially among adolescents. This study aimed to investigate the prevalence and associated factors of myopia in adolescents aged 12–15 in Shandong Province, China. This cross-sectional study adhered to the Strengthening the Reporting of Observational Studies in Epidemiology guidelines and involved stratified random cluster sampling of 128,678 students from 186 middle schools across 17 cities in Shandong Province. Data collection was conducted from March to April 2024. We excluded students with organic eye diseases, abnormal binocular vision functions, or a history of eye injuries or surgeries. Myopia was assessed using the standard logarithmic visual acuity chart and autorefractor without inducing ciliary muscle paralysis. A comprehensive questionnaire survey was conducted to gather demographic characteristics and daily life behaviors. With the chi-squared test for univariable analysis and multivariable logistic regression for identifying significant factors. This study included 126,375 participants, with a gender distribution of 51.02% male and 48.98% female. The overall prevalence of myopia was 71.34%. Higher prevalence was observed in girls (72.26%) compared to boys (70.45%), and the prevalence increased with age, peaking at 73.12% in 15-year-olds. Urban residents had a higher prevalence (71.86%) than rural (70.39%). Factors such as increased frequency of eye usage while lying down or leaning forward, frequent use of eyes while walking or riding in a car, prolonged screen time, and extended homework duration were associated with higher odds of developing myopia. Conversely, higher frequency of outdoor exercise, maintaining proper posture during reading and writing, greater distance from eyes to screen, and longer sleep duration were associated with lower odds. Additionally, female gender, older age, urban residence, and parental history of myopia increased the risk. The high prevalence of myopia among adolescents in Shandong Province was influenced by a combination of demographic, behavioral, and environmental factors. The study highlighted the importance of lifestyle modifications, such as increasing outdoor activities and maintaining proper visual habits, limiting the duration of screen exposure and homework sessions, and extending sleep duration, to mitigate the risk of developing myopia. These findings underscored the need for targeted public health interventions and educational campaigns to address this significant public health issue.
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- 2024
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20. FVC: An End-to-End Framework towards Deep Video Compression in Feature Space
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Zhihao Hu, Dong Xu, Guo Lu, Wei Jiang, Wei Wang, and Shan Liu
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Computational Theory and Mathematics ,Artificial Intelligence ,Applied Mathematics ,Computer Vision and Pattern Recognition ,Software - Abstract
Deep video compression is attracting increasing attention from both deep learning and video processing community. Recent learning-based approaches follow the hybrid coding paradigm to perform pixel space operations for reducing redundancy along both spatial and temporal dimentions, which leads to inaccurate motion estimation or less effective motion compensation. In this work, we propose a feature-space video coding framework (FVC), which performs all major operations (i.e., motion estimation, motion compression, motion compensation and residual compression) in the feature space. Specifically, a new deformable compensation module, which consists of motion estimation, motion compression and motion compensation, is proposed for more effective motion compensation. In our deformable compensation module, we first perform motion estimation in the feature space to produce the motion information (i.e., the offset maps). Then the motion information is compressed by using the auto-encoder style network. After that, we use the deformable convolution operation to generate the predicted feature for motion compensation. Finally, the residual information between the feature from the current frame and the predicted feature from the deformable compensation module is also compressed in the feature space. Motivated by the conventional codecs, in which the blocks with different sizes are used for motion estimation, we additionally propose two new modules called resolution-adaptive motion coding (RaMC) and resolution-adaptive residual coding (RaRC) to automatically cope with different types of motion and residual patterns at different spatial locations. Comprehensive experimental results demonstrate that our proposed framework achieves the state-of-the-art performance on three benchmark datasets including HEVC, UVG and MCL-JCV.
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- 2022
21. Development of a Novel Inflammatory-Associated Gene Signature and Immune Infiltration Patterns in Intervertebral Disc Degeneration
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Tao Lan, Zhihao Hu, Weizhuang Guo, Bin Yan, and Yuantao Zhang
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Aging ,Article Subject ,Gene Expression Profiling ,Interleukin-17 ,NF-kappa B ,Computational Biology ,Humans ,NLR Proteins ,Cell Biology ,General Medicine ,Intervertebral Disc Degeneration ,Biochemistry ,Biomarkers - Abstract
Background. Both inflammatory factors and immune response play important roles in the pathogenesis of intervertebral disc degeneration (IDD). However, a comprehensive analysis of interaction between inflammatory response-associated genes (IRGs) and immune microenvironment in patients with IDD remains lacking. Hence, the current research is aimed at investigating the correlations between IRG signatures and immune cells in the progression of IDD. Methods. The expression profiles (GSE27494 and GSE41883) and IRGs were downloaded from the Gene Expression Omnibus (GEO) database and Molecular Signature Database (MSigDB), respectively. Weighted gene coexpression network analysis (WGCNA) and differential expression analysis were used to identify the pivotal modules and common differentially expressed genes (DEGs) associated with IDD. Subsequently, we retrieved differentially expressed IRGs (DE-IRGs) by intersecting IRGs and DEGs for enrichment analysis. Next, LASSO regression analyses were performed to screen optimal marker genes for IDD prediction. Additionally, we validated differences DE-IRGs between IDD patients and controls in GSE150408. Finally, the infiltration alteration of immune cells was evaluated by the CIBERSORT, and the correlation between diagnostic markers and infiltrating immune cells was analyzed. Results. A total of 10 upregulated differentially expressed inflammatory genes were identified that were obviously related to progression of IDD. Functional analysis results revealed that DE-IRGs were mainly enriched in signaling pathways TNF, IL-17, NOD-like receptor, and NF-kappa B pathway. A five-gene signature that consisted of IL-1β, LIF, LYN, NAMPT, and SLC7A2 was constructed by the LASSO Cox regression. IL1B, LYN, and NAMPT were further validated as optimal candidate genes in the pathophysiology of IDD. In addition, there was a remarkable immune cell infiltration difference between the healthy and IDD groups. The proportions for dendritic cells activated, mast cells activated, and neutrophils in the IDD group were significantly higher than those in the normal group, while the proportion of some cells was lower than that of the normal group, such as T cell CD4 memory resting, NK cells activated, and macrophage M0. Furthermore, correlation analysis indicated IL-1β, LYN, and NAMPT were closely implicated with immune cell infiltration in IDD development. Conclusions. We explored an association between inflammatory response-associated signature and immune infiltration in IDD and validated that IL-1β, LYN, and NAMPT might serve as biomarkers and therapeutic targets for IDD in the future.
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- 2022
22. The distribution and epidemic characteristics of cerebrovascular disease in followed-up hypertension patients
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Zhihao Hu, Yi-ying Zhang, Xiang Fang, An-le Li, Shuai Zhu, and Qian Peng
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Adult ,Male ,medicine.medical_specialty ,China ,Science ,Person years ,Diseases ,030204 cardiovascular system & hematology ,Article ,03 medical and health sciences ,0302 clinical medicine ,Medical research ,Risk Factors ,Internal medicine ,medicine ,Humans ,Stroke ,Aged ,Retrospective Studies ,Multidisciplinary ,Cerebral infarction ,business.industry ,Incidence (epidemiology) ,Incidence ,Retrospective cohort study ,Middle Aged ,medicine.disease ,Prognosis ,Cerebrovascular Disorders ,Blood pressure ,High systolic blood pressure ,Hypertension ,Medicine ,Female ,Complication ,business ,030217 neurology & neurosurgery ,Follow-Up Studies - Abstract
To explore distribution and epidemic characteristics of CVD in followed-up HP patients. Using the Hypertension Follow-up Management System database in Jiading district in Shanghai. We designed a retrospective cohort study that included all followed-up hypertension patients between 2002 and 2020. The endpoint was the occurrence of CVD confirmed by the hospital; otherwise, the patients were tracked until September 30, 2020. Record information of every patient has been collected in the registration card and each followed-up record. Among 223,097 observational followed-up HP patients, the total number of person years of observation was 4,244,421.25 person-year, 11,143 patients had developed CVD from hypertension before the deadline, the total incidence density was 0.00263 per person-year (male 0.00292; female 0.00238) and the complication ratio of CVD in HP patients was 4.99% (male 5.25%; female 4.76%) during follow-up period. The proportion of ischemic cerebrovascular, hemorrhagic cerebrovascular and unclassified stroke was respectively 71.18%, 5.95% and 22.87% in hypertensive CVD. Complication ratio of CVD increased with age, the group under 30 was 0, and the group over 70 was the highest (6.90%). The complication ratio of grad I, grad II and grad III blood pressure were respectively 4.79%, 4.96% and 6.13%. The complication ratio was 4.92% in only high systolic blood pressure patients; 17.23% in only high diastolic blood pressure patients; 4.59% in high systolic and diastolic blood pressure patients. The peak of complication ratio of CVD was 9–10 years after the registered and followed-up. The proportion of CVD cases in HP patients from April to June was the largest in the four seasons; the proportion of patients from October to December was the minimum. HP patient was prone to falling cerebrovascular disease; the main type of disease was cerebral infarction. Complication ratio in male incidence was higher than that in female. The complication ratio of CVD increased with age, blood pressure and duration of HP patients. It had seasonal characteristics, which was relatively high from April to June within year.
- Published
- 2021
23. A framework for the comparison of agent-based models
- Author
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Swapna Thorve, Zhihao Hu, Kiran Lakkaraju, Joshua Letchford, Anil Vullikanti, Achla Marathe, and Samarth Swarup
- Subjects
Artificial Intelligence - Abstract
We develop a methodology for comparing agent-based models that are developed for the same domain, but may differ in the data sets (e.g., geographical regions) to which they are applied, and in the structure of the model. Our approach is to learn a response surface in the common parameter space of the models and compare the regions corresponding to qualitatively different behaviors in the models. As an example, we develop an active learning algorithm to learn phase shift boundaries in contagion processes in order to compare two agent-based models of rooftop solar panel adoption developed for different regions. We present results for 2D and 3D subspaces of the parameter space, though the approach scales to higher dimensions as well.
- Published
- 2022
24. Long non-coding RNA ZFAS1 promotes the expression of EPAS1 in gastric cardia adenocarcinoma
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Hengxuan Ding, Zhuoyin Wang, Tianyu Zhu, Guojun Wang, Zhihao Hu, Junfeng Sun, and Ruixin Li
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DFS, disease-free survival ,Gastric cardia adenocarcinoma ,HIF1, hypoxia inducible factor 1 ,HIF1 ,LncRNA ZFAS1 ,Biology ,Article ,Metastasis ,Hypoxia inducible factor ,OS, overall survival ,EPAS1 ,medicine ,skin and connective tissue diseases ,lcsh:Science (General) ,Zinc finger ,lcsh:R5-920 ,Multidisciplinary ,Oncogene ,Cancer ,RNA ,ZFAS1, zinc finger antisense 1 ,medicine.disease ,Gastric Cardia Adenocarcinoma ,LncRNA, long non-coding RNA ,Long non-coding RNA ,GCA, gastric cardia adenocarcinoma ,Cancer research ,lcsh:Medicine (General) ,lcsh:Q1-390 - Abstract
Graphical abstract The hypoxia microenvironment induces the expression of HIF1 and EPAS1 in GCA. During tumor development, the EPAS1 suppresses the expression of HIF1, resulting in the dominant form of HIFs switching from HIF1 to EPAS1. LncRNA ZFAS1 binds to EPAS1, facilitating the HIF1 suppression, EPAS1 up-regulation, and the switching from HIF1 to EPAS1., LncRNA (Long non-coding RNA) ZFAS1 (zinc finger antisense 1) functions as the oncogene in multiple cancers, including gastric cancer. However, its function and underlying mechanism in the GCA (gastric cardia adenocarcinoma), the most aggressive type of gastric cancer, remain unknown. We demonstrated here that the LncRNA ZFAS1 was up-regulated in GCA tissues. Furthermore, the elevated level of ZFAS1 was significantly associated with the GCA metastasis and cancer recurrence. It was also demonstrated to be an independent prognostic indicator of disease-free survival and overall survival for GCA patients. RNA sequencing showed that the up-regulated ZFAS1 was tightly associated with the down-regulated hypoxia inducible factor 1 (HIF1) and up-regulated EPAS1 (Endothelial PAS domain protein 1, also known as HIF2). In vitro studies showed that the ZFAS1 could bind to EPAS1, enhance its abilities to epigenetically silence the HIF1, and promote its own expression in GCA cell lines. In the animal model, co-delivering the EPAS1 and the ZFAS1 antisense oligos could significantly boost up their therapeutic effects on tumor growth. Thus, targeting ZFAS1 and EPAS1 might be an alternative therapeutic option in GCA.
- Published
- 2021
25. Regulation of pathological blood-brain barrier for intracranial enhanced drug delivery and anti-glioblastoma therapeutics
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KAI WANG, FENGTIAN ZHANG, CHANGLONG WEN, ZHIHUA HUANG, ZHIHAO HU, YUWEN ZHANG, FUQIANG HU, and LIJUAN WEN
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Cancer Research ,Oncology ,General Medicine - Published
- 2021
26. Rapid and Amplification-free Nucleic Acid Detection with DNA Substrate-Mediated Autocatalysis of CRISPR/Cas12a
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Zhongqi Zhou, Cia-Hin Lau, Jianchao Wang, Rui Guo, Sheng Tong, Jiaqi Li, Wenjiao Dong, Zhihao Huang, Tao Wang, Xiaojun Huang, Ziqing Yu, Chiju Wei, Gang Chen, Hongman Xue, and Haibao Zhu
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Chemistry ,QD1-999 - Published
- 2024
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27. Harmonizing existing climate change mitigation policy datasets with a hybrid machine learning approach
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Libo Wu, Zhihao Huang, Xing Zhang, and Yushi Wang
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Science - Abstract
Abstract With the rapid proliferation of climate policies in both number and scope, there is an increasing demand for a global-level dataset that provides multi-indicator information on policy elements and their implementation contexts. To address this need, we developed the Global Climate Change Mitigation Policy Dataset (GCCMPD) using a semisupervised hybrid machine learning approach, drawing upon policy information from global, regional, and sector-specific sources. Differing from existing climate policy datasets, the GCCMPD covers a large range of policies, amounting to 73,625 policies of 216 entities. Through the integration of expert knowledge-based dictionary mapping, probability statistics methods, and advanced natural language processing technology, the GCCMPD offers detailed classification of multiple indicators and consistent information on sectoral policy instruments. This includes insights into objectives, target sectors, instruments, legal compulsion, administrative entities, etc. By aligning with the sector classification of the Intergovernmental Panel on Climate Change (IPCC) emission datasets, the GCCMPD serves to help policy-makers, researchers, and social organizations gain a deeper understanding of the similarities and distinctions among climate activities across countries, sectors, and entities.
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- 2024
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28. Recent advances toward intraoctahedral phase change in metal halide perovskite nanomaterials
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Xuanyu Zhang, Samo Zhang, Zhiyuan Ren, Shan Wang, Huan Liu, Puning Wang, Zhihao Huang, Ruxue Li, and Rui Chen
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Applied sciences ,Materials science ,Nanomaterials ,Science - Abstract
Summary: Metal halide perovskite nanomaterials (PeNMs) are among the next generation of optoelectronic materials due to their unique crystal structure and diverse phase change behaviors, which have the potential to dynamically tune the device performances. In this review, the research progress on the phase change of PeNMs is comprehensively reviewed and summarized. First, the basic structure and composition, as well as the phase change mechanism are introduced. Then, the influence of the phase change on the optoelectronic properties of PeNMs is discussed in detail, including the regulation of the energy band structure, carrier transport properties, lattice strain and distortion, and the evolution of the photoexcited state. Finally, current challenges and future development trends are projected. This review promotes the understanding of the phase change of PeNMs, which will be useful for the innovative design and application of related optoelectronic devices.
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- 2024
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29. Prevalence of overweight/obesity, and associated factors among adolescents aged 12 ∼ 15 in Shandong Province, China: A cross-sectional study
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Zhihao Huang, Zhiqi Tian, Jian Cui, Guan Wang, and Jiyan Chen
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Overweight/obesity ,Adolescents ,Univariable chi-square test ,Multivariable logistic regression analysis ,Medicine - Abstract
Overweight/obesity among adolescents in Shandong Province, China, has been rising, posing significant public health challenge. Comprehensive investigation is needed to develop effective interventions. Following the Strengthening the Reporting of Observational Studies in Epidemiology guidelines, a stratified random cluster sampling approach was used from September to October 2023 across 17 cities in Shandong Province. The study included 165 middle schools, surveying 99,638 students aged 12 ∼ 15. After applying exclusion criteria, 97,356 students (97.71% effective rate) completed anthropometric measurements and questionnaires. Overweight/obesity were assessed based on national and international standards. Univariable chi-square test and multivariable logistic regression were used to analyze factors influencing overweight/obesity. In 2023, the overweight/obesity rate among 12 ∼ 15-year-olds in Shandong was 19.75%. Significant factors included sex, age, residence, family income, parental weight status and activity, mother’s gestational diabetes history, birth weight, physical activity, sleep, screen time, homework, and diet. Girls, older adolescents, and those with physically active parents or who themselves engaged in over 1.5 hours of daily physical activity had lower odds of being overweight/obese. Adequate sleep and frequent consumption of vegetable and fruit were also protective. Higher odds were associated with urban residence, high family income, overweight/obese parents, maternal gestational diabetes, high birth weight, excessive screen time, extensive homework, and frequent fast food consumption. Overweight/obesity in Shandong adolescents is influenced by multiple determinants. Holistic interventions addressing genetic, behavioral, and environmental factors are essential for promoting healthier lifestyles and reducing the prevalence in this demographic.
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- 2024
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30. Sex-specific association of circulating Isthmin-1 with isolated post-challenge hyperglycemia
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Jiahua Fan, Jialin He, Jiangyuan Zhu, Jialu Yang, Jingmeng Ju, Jingyi Huang, Zhihao Huang, Zhuoyu Zhang, Wenkang Li, Min Xia, and Yan Liu
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Isthmin-1 ,adipokine ,isolated post-challenge hyperglycemia ,diabetes ,sexual dimorphism ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
IntroductionTo explore the distribution of Isthmin-1 (ISM1) level and its association with isolated post-challenge hyperglycemia (IPH).MethodsA total of 522 participants without a history of diabetes were invited to attend a standard 75g 2-h oral glucose tolerance test (OGTT), and 71 subjects were further invited for a 3-h oral minimal model test. Insulin sensitivity and β-cell function were evaluated using both HOMA and estimated from OGTT. Circulating ISM1 levels were determined by a commercially available ELISA kit.ResultsA total of 76 (14.6%) participants were diagnosed as IPH, accounting for 61.3% of the newly diagnosed diabetes. ISM1 levels were significantly higher in men than in women (1.74 ng/mL versus 0.88 ng/mL). The inverse correlation between ISM1 and β-cell function and IPH was only significant in men. After multivariate adjustment, per unit increment in ISM1 was associated with 0.68-fold (95% CI: 0.49-0.90) reduced odds ratio (OR) of IPH in men. Compared to men with the lowest ISM1 levels, the adjusted OR of IPH with the highest ISM1 levels decreased by 73% (95% CI: 0.11-0.61). Moreover, incorporation of ISM1 into the New Chinese Diabetes Risk Score (NCDRS) model yielded a substantial improvement in net reclassification improvement of 58% (95% CI: 27%-89%) and integrated discrimination improvement of 6.4% (95% CI: 2.7%-10.2%) for IPH.ConclusionsISM1 was significantly and independently associated with IPH, and serves as a feasible biomarker for the early identification of men with high risk of IPH.
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- 2024
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31. A Comprehensive Comparison of LRYGB and LSG in Obese Patients Including the Effects on QoL, Comorbidities, Weight Loss, and Complications: a Systematic Review and Meta-Analysis
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Tianyu Zhu, Ruixin Li, Zhuoyin Wang, Guojun Wang, Zhihao Hu, Junfeng Sun, and Hengxuan Ding
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Adult ,Male ,Sleeve gastrectomy ,medicine.medical_specialty ,Web of science ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,Original Contributions ,Gastric bypass ,Gastric Bypass ,Comorbidity ,Cochrane Library ,Laparoscopic Roux-en-Y gastric bypass ,Postoperative Complications ,Weight loss ,Gastrectomy ,Surveys and Questionnaires ,Weight Loss ,medicine ,Humans ,Nutrition and Dietetics ,business.industry ,Three-stage analysis ,Obesity Surgery ,Middle Aged ,Surgery ,Obesity, Morbid ,Laparoscopic sleeve gastrectomy ,Obesity surgery ,Treatment Outcome ,Meta-analysis ,Quality of Life ,Female ,Laparoscopy ,medicine.symptom ,business ,Systematic search - Abstract
Purpose To systematically and comprehensively evaluate the differences between laparoscopic Roux-en-Y gastric bypass (LRYGB) versus sleeve gastrectomy (LSG) in obese patients. Methods A systematic literature search was performed in PubMed, EMBASE, Web of Science, and the Cochrane Library from inception to December 2018. The meta-analysis was performed by the RevMan 5.3 software. Results Twenty-three articles with 7443 patients were included. In short term (P P P P > 0.05). LRYGB achieved a higher EWL% than LSG (after 3 years, WMD 5.48, 0.13–10.84. P P P P Conclusions This meta-analysis showed that LRYGB was more effective than LSG in comorbidities’ resolution or improvement in short term. For weight loss, LRYGB had better long-term effects than LSG. In addition, no differences were observed in the quality of life after LRYGB or LSG. LRYGB was associated with more complications than LSG.
- Published
- 2019
32. Potential impact of 5 years of ivermectin mass drug administration on malaria outcomes in high burden countries
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Cassidy Rist, Carlos Chaccour, Bryan Lewis, Achla Marathe, Ruoding Shi, Zhihao Hu, Ana Mendez-Lopez, and Regina Rabinovich
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Medicine (General) ,Cost-Benefit Analysis ,Population ,Psychological intervention ,malaria ,Infectious and parasitic diseases ,RC109-216 ,Ivermectin ,R5-920 ,Environmental health ,parasitic diseases ,medicine ,Humans ,health economics ,Mass drug administration ,education ,health care economics and organizations ,Original Research ,education.field_of_study ,Health economics ,business.industry ,Health Policy ,Public Health, Environmental and Occupational Health ,medicine.disease ,Clinical trial ,Regimen ,Mass Drug Administration ,business ,Malaria ,medicine.drug - Abstract
IntroductionThe global progress against malaria has slowed significantly since 2017. As the current malaria control tools seem insufficient to get the trend back on track, several clinical trials are investigating ivermectin mass drug administration (iMDA) as a potential additional vector control tool; however, the health impacts and cost-effectiveness of this new strategy remain unclear.MethodsWe developed an analytical tool based on a full factorial experimental design to assess the potential impact of iMDA in nine high burden sub-Saharan African countries. The simulated iMDA regimen was assumed to be delivered monthly to the targeted population for 3 months each year from 2023 to 2027. A broad set of parameters of ivermectin efficacy, uptake levels and global intervention scenarios were used to predict averted malaria cases and deaths. We then explored the potential averted treatment costs, expected implementation costs and cost-effectiveness ratios under different scenarios.ResultsIn the scenario where coverage of malaria interventions was maintained at 2018 levels, we found that iMDA in these nine countries has the potential to reverse the predicted growth of malaria burden by averting 20–50 million cases and 36 000–90 000 deaths with an assumed efficacy of 20%. If iMDA has an efficacy of 40%, we predict between 40–99 million cases and 73 000–179 000 deaths will be averted with an estimated net cost per case averted between US$2 and US$7, and net cost per death averted between US$1460 and US$4374.ConclusionThis study measures the potential of iMDA to reverse the increasing number of malaria cases for several sub-Saharan African countries. With additional efficacy information from ongoing clinical trials and country-level modifications, our analytical tool can help determine the appropriate uptake strategies of iMDA by calculating potential marginal gains and costs under different scenarios.
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- 2021
33. miR‐125a‐5p promotes gastric cancer growth and invasion by regulating the Hippo pathway
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Ruixin Li, Bu-Lang Gao, Tianyu Zhu, Zhihao Hu, Guojun Wang, Xiu-Mei Deng, Jing-Tao Wang, and Zhuoyin Wang
- Subjects
TAZ ,Male ,Microbiology (medical) ,Epithelial-Mesenchymal Transition ,Hippo pathway ,Clinical Biochemistry ,Mice, Nude ,Adenocarcinoma ,chemistry.chemical_compound ,Downregulation and upregulation ,Stomach Neoplasms ,Cell Line, Tumor ,medicine ,miR‐125a‐5p ,Animals ,Humans ,Immunology and Allergy ,Hippo Signaling Pathway ,Antagomir ,Viability assay ,Research Articles ,Hippo signaling pathway ,gastric cancer ,Receptor, EphA2 ,Biochemistry (medical) ,Public Health, Environmental and Occupational Health ,TEA Domain Transcription Factors ,Cancer ,Hematology ,medicine.disease ,EPH receptor A2 ,Xenograft Model Antitumor Assays ,In vitro ,Gene Expression Regulation, Neoplastic ,MicroRNAs ,Medical Laboratory Technology ,chemistry ,Transcriptional Coactivator with PDZ-Binding Motif Proteins ,Cancer cell ,Cancer research ,prognosis ,Research Article - Abstract
Objective This study was carried out to explore the potential involvement of miR‐125a‐5p in the oncogenic effects of EphA2, TAZ, and TEAD2 and the activity of the Hippo signaling pathway in gastric cancer progression. Methods In vitro transfection of miR‐125a‐5p mimics or inhibitors, qRT‐PCR, colony formation assays, and cell invasion assays were used to assess the effect of miR‐125a‐5p on the growth and invasion in gastric cancer (GC). Male nude mice bearing tumors derived from human GC cells were used for evaluating the effects of miR‐125a‐5p on tumor growth. Luciferase reporter assay, immunofluorescence, immunohistochemistry, qRT‐PCR, and immunoblotting were performed to explore the role of miR‐125a‐5p in the epithelial‐mesenchymal transition (EMT) and association among miR‐125a‐5p, EphA2, TAZ, and TEAD2 in GC cells. Results MiR‐125a‐5p enhanced GC cell viability and invasion in vitro, whereas inhibition of miR‐125a‐5p using a specific inhibitor and antagomir suppressed cancer cell invasion and tumor growth. Moreover, inhibition of miR‐125a‐5p reversed EMT in vitro. miR‐125a‐5p upregulated the expression of EphA2, TAZ, and TEAD2, promoted TAZ nuclear translocation, and induced changes in the activity of the Hippo pathway by enhancing the expression of TAZ target genes. Finally, miR‐125a‐5p was overexpressed in late‐stage GCs, and positive correlations were observed with its targets EphA2, TAZ, and TEAD2. Conclusion miR‐125a‐5p can promote GC growth and invasion by upregulating the expression of EphA2, TAZ, and TEAD2., miR‐125a‐5p may function as a powerful tumor promoter, activate the expression of its target genes EphA2, TAZ, and TEAD2, and promote cell growth, invasion, and epithelial‐mesenchymal transition in certain types of gastric cancer cells through activation of the Hippo pathway. miR‐125a‐5p may thus serve as a potential therapeutic target in the treatment of advanced gastric cancer cells.
- Published
- 2021
34. An Active Learning Method for the Comparison of Agent-based Models
- Author
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Swapna, Thorve, Zhihao, Hu, Kiran, Lakkaraju, Joshua, Letchford, Anil, Vullikanti, Achla, Marathe, and Samarth, Swarup
- Subjects
Article - Abstract
We develop a methodology for comparing two or more agent-based models that are developed for the same domain, but may differ in the particular data sets (e.g., geographical regions) to which they are applied, and in the structure of the model. Our approach is to learn a response surface in the common parameter space of the models and compare the regions corresponding to qualitatively different behaviors in the models. As an example, we develop an active learning algorithm to learn phase transition boundaries in contagion processes in order to compare two agent-based models of rooftop solar panel adoption.
- Published
- 2021
35. Longer serum phosphorus time in range associated with lower mortality risk among peritoneal dialysis patients: a multicenter retrospective cohort study
- Author
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Zhihao Huo, Dehui Liu, Peiyi Ye, Yuehang Zhang, Lisha Cao, Nirong Gong, Xianrui Dou, Chengfa Ren, Qingyao Zhu, Dan Li, Wei Zhang, Yaozhong Kong, Guobao Wang, and Jun Ai
- Subjects
Peritoneal dialysis ,Serum phosphorus ,Time in range ,All-cause mortality ,Cardiovascular mortality ,Peritoneal dialysis withdrawal ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Abstract Background Relationship between serum phosphorus time in range and mortality risk in peritoneal dialysis (PD) patients remains uncertain. We aimed to evaluate the association between serum phosphorus time in range and all-cause mortality in Chinese PD population. Methods This was a multicenter, retrospective, cohort study of 1,915 patients collected from January 2008 to October 2020 in 4 Chinese centers. Serum phosphorus time in range was estimated as the months during the first year that a patient’s serum phosphorus level was within the target range (defined as 1.13–1.78 mmol/L). The primary outcome was all-cause mortality. The secondary outcomes were cardiovascular (CV) mortality and PD withdrawal. Cox proportional hazards regression model with comprehensive adjustments was used to assess the association. Results The primary outcome occurred in 249 (13.0%) PD patients over a median follow-up of 28 months. Overall, the serum phosphorus time in range was negatively associated with all-cause mortality (per 3-month increments, adjusted HR [aHR], 0.83; 95%CI: 0.75–0.92), CV mortality (per 3-month increments, aHR, 0.87; 95%CI: 0.77–0.99), and PD withdrawal (per 3-month increments, aHR, 0.89; 95%CI: 0.83–0.95). Competing-risk model showed that the relationship of serum phosphorus time in range with all-cause mortality remained stable. None of the variables including demographics, history of diabetes and CV disease, as well as several PD-related and clinical indicators modified this association. Conclusions PD patients with longer serum phosphorus time in range in the first year was negatively associated with all-cause mortality and CV mortality. Our findings highlight the importance of maintaining serum phosphorus levels within 1.13–1.78 mmol/L for PD patients.
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- 2024
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36. Multilevel Pedicle Subtraction Osteotomy for Correction of Thoracolumbar Kyphosis in Ankylosing Spondylitis: Clinical Effect and Biomechanical Evaluation
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Xin Lv, Yelidana Nuertai, Qiwei Wang, Di Zhang, Xumin Hu, Jiabao Liu, Ziliang Zeng, Renyuan Huang, Zhihao Huang, Qiancheng Zhao, Wenpeng Li, Zhilei Zhang, and Liangbin Gao
- Subjects
ankylosing spondylitis ,kyphosis ,osteotomy ,radiographic parameters ,quality of life ,finite element analysis ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Objective To compare the clinical outcomes and biomechanical characteristics of 1-, 2-, and 3-level pedicle subtraction osteotomy (PSO), and establish selection criteria based on preoperative radiographic parameters. Methods Patients undergone PSO to treat ankylosing spondylitis from February 2009 to May 2019 in Sun Yat-sen Memorial Hospital of Sun Yat-sen University were enrolled. According to the quantity of osteotomy performed, the participants were divided into group A (1-level PSO, n = 24), group B (2-level PSO, n = 19), and group C (3-level PSO, n = 11). Clinical outcomes were assessed before surgery and at the final follow-up. Comparisons of the radiographic parameters and quality-of-life indicators were performed among and within these groups, and the selection criteria were established by regression. Finite element analysis was conducted to compare the biomechanical characteristics of the spine treated with different quantity of osteotomies under different working conditions. Results Three-level PSO improved the sagittal parameters more significantly, but resulted in longer operative time and greater blood loss (p < 0.05). Greater stress was found in the proximal screws and proximal junction area of the vertebra in the model simulating 1-level PSO. Larger stress of screws and vertebra was observed at the distal end in the model simulating 3-level PSO. Conclusion Multilevel PSO works better for larger deformity correction than single-level PSO by allowing greater sagittal parameter correction and obtaining a better distribution of stress in the hardware construct, although with longer operation time and greater blood loss. Three-level osteotomy is recommended for the patients with preoperative of global kyphosis > 85.95°, T1 pelvic angle > 62.3°, sagittal vertical alignment > 299.55 mm, and pelvic tilt+ chin-brow vertical angle > 109.6°.
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- 2024
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37. Type-Ⅰ hetero-junction of BiOI-BiO2-x anchored on Ni foam accelerating charge separation and transfer for efficiently purifying hazardous wastewater
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Shaomang Wang, Wen An, Yuan Guan, Zhiqian Zheng, Zhihao Hu, Haoran Wang, and Zhongyu Li
- Subjects
General Chemical Engineering ,General Physics and Astronomy ,General Chemistry - Published
- 2022
38. FVC: A New Framework towards Deep Video Compression in Feature Space
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Zhihao Hu, Dong Xu, and Guo Lu
- Subjects
FOS: Computer and information sciences ,Motion compensation ,Computer science ,business.industry ,Feature vector ,Computer Vision and Pattern Recognition (cs.CV) ,Frame (networking) ,Image and Video Processing (eess.IV) ,Computer Science - Computer Vision and Pattern Recognition ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Electrical Engineering and Systems Science - Image and Video Processing ,Compensation (engineering) ,Feature (computer vision) ,Motion estimation ,Redundancy (engineering) ,FOS: Electrical engineering, electronic engineering, information engineering ,Computer vision ,Artificial intelligence ,business ,Data compression - Abstract
Learning based video compression attracts increasing attention in the past few years. The previous hybrid coding approaches rely on pixel space operations to reduce spatial and temporal redundancy, which may suffer from inaccurate motion estimation or less effective motion compensation. In this work, we propose a feature-space video coding network (FVC) by performing all major operations (i.e., motion estimation, motion compression, motion compensation and residual compression) in the feature space. Specifically, in the proposed deformable compensation module, we first apply motion estimation in the feature space to produce motion information (i.e., the offset maps), which will be compressed by using the auto-encoder style network. Then we perform motion compensation by using deformable convolution and generate the predicted feature. After that, we compress the residual feature between the feature from the current frame and the predicted feature from our deformable compensation module. For better frame reconstruction, the reference features from multiple previous reconstructed frames are also fused by using the non-local attention mechanism in the multi-frame feature fusion module. Comprehensive experimental results demonstrate that the proposed framework achieves the state-of-the-art performance on four benchmark datasets including HEVC, UVG, VTL and MCL-JCV., Comment: CVPR2021(oral)
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- 2021
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39. The effects of intermittent hypoxic training on the aerobic capacity of exercisers: a systemic review and meta-analysis
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Zhihao Huang, Shulin Yang, Chunyang Li, Xingchao Xie, and Yongming Wang
- Subjects
Intermittent hypoxic training ,Exercisers ,Aerobic capacity ,Maximal oxygen uptake ,Hemoglobin ,Meta-analysis ,Sports medicine ,RC1200-1245 - Abstract
Abstract Objective To systematically review the effects of intermittent hypoxic training on the aerobic capacity of exercisers. Methods PubMed, Embase, The Cochrane Library, and Web of Science databases were electronically searched to collect studies on the effects of intermittent hypoxic training on the aerobic capacity of exercisers from January 1, 2000, to January 12, 2023. Two reviewers independently screened the literature, extracted data, and assessed the risk of bias of the included studies. Then, meta-analysis was performed by using Stata SE 16.0 software. Results A total of 19 articles from 27 studies were included. The results of the meta-analysis showed that compared with the control group, the intermittent hypoxic training group had significantly increased maximal oxygen uptake [weighted mean difference = 3.20 (95%CI: 1.33 ~ 5.08)] and hemoglobin [weighted mean difference = 0.25 (95%CI: 0.04 ~ 0.45)]. Conclusion Intermittent hypoxic training can significantly improve the aerobic capacity of exercisers. Due to the limited quantity and quality of the included studies, more high-quality studies are needed to verify the above conclusion.
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- 2023
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40. Utilisation of Biosilica as Active Silica Source for Metakaolin-Based Geopolymers
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Haozhe Guo, Zhihao Huang, Thammaros Pantongsuk, Ting Yu, Baifa Zhang, Jinghan Luo, and Peng Yuan
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geopolymers ,diatom ,diatomite ,biosilica ,sustainable materials ,Mineralogy ,QE351-399.2 - Abstract
This study explores the potential of biosilica including diatom and diatomaceous earth as alternative silica sources for metakaolin-based geopolymers. Diatomaceous earth, composed of fossilised diatom frustules rich in amorphous silica, and diatoms, a sustainable source of renewable biosilica, are investigated for their effectiveness in enhancing geopolymer properties. Through detailed analyses including FTIR, XRD, and SEM, the study evaluates the impact of these biosilica sources on geopolymer compressive strength and microstructure, comparing them with conventional sodium silicate. Results show that diatoms exhibit significant promise, achieving 28-day strength up to 17.9 MPa at a 30% mass fraction, while diatomaceous earth reaches 26.2 MPa at a 50% addition rate, demonstrating their potential as active silica sources. Furthermore, the study elucidates the role of organic matter in biosilica on geopolymerisation, highlighting its influence on active silica release and the strength performance of products. This study proposes a novel pathway to enhance the sustainability of geopolymers through the utilisation of biosilica from diatoms, contributing to advancements in eco-efficient construction materials.
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- 2024
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41. Author Correction: Prevalence and associated factors of myopia among adolescents aged 12–15 in Shandong Province, China: a cross-sectional study
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Zhihao Huang, Dingding Song, Zhiqi Tian, Yongming Wang, and Kunzong Tian
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Medicine ,Science - Published
- 2024
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42. Towards Safe Diatomite Sludge Management: Lead Immobilisation via Geopolymerisation
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Haozhe Guo, Zhihao Huang, Baifa Zhang, Ting Yu, Thammaros Pantongsuk, and Peng Yuan
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diatomite ,geopolymers ,lead immobilisation ,heavy metals ,Mineralogy ,QE351-399.2 - Abstract
Diatomite, a natural adsorbent rich in active silica, serves as a valuable precursor for geopolymer synthesis. The safe disposal of diatomite as a failed lead (Pb(II)) adsorbent is critical to prevent secondary contamination. This study investigated the immobilisation efficiency of geopolymerisation for Pb(II)-rich diatomite sludge. Low-grade diatomite with high ignition loss was utilised in the synthesis of alkali-activated geopolymers. It was demonstrated that the geopolymers achieved a compressive strength of 28.3 MPa with a 50% replacement rate of metakaolin by diatomite sludge, which was not a compromise in strength compared to that of the geopolymer with no Pb(II) (26.2 MPa). The leaching behaviour of Pb(II) was evaluated using water and acetic acid, yielding concentrations below 3 mg/L and immobilisation efficiencies of 95% in both scenarios. Analytical techniques including Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), and scanning electron microscopy (SEM) elucidated the mineral composition and chemical environment of the geopolymers. These analyses revealed that Pb(II) migrated from diatomite pores, potentially forming soluble hydroxides under sufficient hydroxide, which then participated in condensation with silicon and aluminium monomers, effectively immobilising Pb(II) within amorphous aluminosilicate gels. Furthermore, the formation of the amorphous gels within diatomite pores hindered Pb(II) leaching, encapsulating Pb(II) effectively. This study presents a novel approach to immobilising heavy metals within building materials, enhancing mineral resource utilisation efficiency while addressing environmental contamination concerns.
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- 2024
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43. Efficient sorptive removal of F-53B from water by layered double hydroxides: Performance and mechanisms
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Da Ding, Zhihao Hu, Changlong Wei, Xin Song, and Zhaoyang Liu
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Steric effects ,Alkanesulfonates ,Environmental Engineering ,Health, Toxicology and Mutagenesis ,0208 environmental biotechnology ,Inorganic chemistry ,Ether ,02 engineering and technology ,010501 environmental sciences ,engineering.material ,01 natural sciences ,Water Purification ,chemistry.chemical_compound ,Hydroxides ,Environmental Chemistry ,Sodium dodecyl sulfate ,0105 earth and related environmental sciences ,Fluorocarbons ,Ion exchange ,Chemistry ,Hydrogen bond ,Public Health, Environmental and Occupational Health ,Layered double hydroxides ,Sodium Dodecyl Sulfate ,Water ,Sorption ,General Medicine ,General Chemistry ,Pollution ,020801 environmental engineering ,Ion Exchange ,Solutions ,Sulfonate ,Alkanesulfonic Acids ,engineering ,Adsorption ,Water Pollutants, Chemical - Abstract
Chlorinated polyfluoroalkyl ether sulfonates (trade name F-53B) has been detected in various environmental matrices, and reported to be equally or more toxic than perfluorooctane sulfonate. Efficient sorptive removal of F-53B from water by two types of layered double hydroxides (LDHs), NO3−-LDH and sodium dodecyl sulfate modified NO3−-LDH (SDS-LDH), was demonstrated in this study. Both LDHs removed F-53B in several minutes and had sorption capacities of over 860 mg/g. SDS-LDH exhibited a greater F-53B uptake than NO3−-LDH under the influence of different solution chemistry, including pH 3-11, or in the presence of competing anions or co-contaminants, primarily due to the higher surface areas and the presence of SDS for SDS-LDH. Batch experiments, structural characterization, molecular dynamics simulations, and density functional theory calculations were combined to explore the sorption mechanisms, which mainly include ion exchange (specifically, O-H⋯O/F hydrogen bond), C-F/Cl⋯H hydrogen bond, and micellar sorption (occurring at high initial F-53B concentrations). Accordingly, we propose to improve the sorption performance of LDHs by increasing their surface areas and modifying LDHs to produce more hydrogen bond sites, as well as exfoliating LDHs into two dimensional nanosheets to eliminate the steric hindrance for the micellar formation of F-53B or other per- and polyfluoroalkyl substances.
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- 2020
44. Improving Deep Video Compression by Resolution-Adaptive Flow Coding
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Dong Xu, Shuhang Gu, Wanli Ouyang, Guo Lu, Zhenghao Chen, and Zhihao Hu
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business.industry ,Computer science ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Optical flow ,02 engineering and technology ,Motion vector ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Computer vision ,Artificial intelligence ,business ,Encoder ,Data compression ,Coding (social sciences) - Abstract
In the learning based video compression approaches, it is an essential issue to compress pixel-level optical flow maps by developing new motion vector (MV) encoders. In this work, we propose a new framework called Resolution-adaptive Flow Coding (RaFC) to effectively compress the flow maps globally and locally, in which we use multi-resolution representations instead of single-resolution representations for both the input flow maps and the output motion features of the MV encoder. To handle complex or simple motion patterns globally, our frame-level scheme RaFC-frame automatically decides the optimal flow map resolution for each video frame. To cope different types of motion patterns locally, our block-level scheme called RaFC-block can also select the optimal resolution for each local block of motion features. In addition, the rate-distortion criterion is applied to both RaFC-frame and RaFC-block and select the optimal motion coding mode for effective flow coding. Comprehensive experiments on four benchmark datasets HEVC, VTL, UVG and MCL-JCV clearly demonstrate the effectiveness of our overall RaFC framework after combing RaFC-frame and RaFC-block for video compression.
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- 2020
45. PLOS ONE
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Noshir Contractor, Madhav V. Marathe, Yihui Ren, Xinwei Deng, Brian J. Goode, Parang Saraf, Vanessa Cedeno-Mieles, Chris J. Kuhlman, Saliya Ekanayake, Zhihao Hu, Naren Ramakrishnan, Dustin Machi, Joshua M. Epstein, Nathan Self, Michael W. Macy, and Gizem Korkmaz
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Computer science ,Social Sciences ,02 engineering and technology ,Systems Science ,Data modeling ,Software Pipelines ,Software ,Agent-Based Modeling ,DESIGN ,0202 electrical engineering, electronic engineering, information engineering ,Psychology ,FAILURE ,Social science ,Multidisciplinary ,Simulation and Modeling ,Software Engineering ,SUCCESS ,Dynamical Systems ,Data model ,Physical Sciences ,Data analysis ,Engineering and Technology ,Medicine ,020201 artificial intelligence & image processing ,Games ,Algorithms ,Research Article ,Computer and Information Sciences ,Science ,VALENCE ,ONLINE ,Research and Analysis Methods ,COLLECTIVE IDENTITY ,Computer Software ,Text mining ,INITIAL CONFIDENCE ,020204 information systems ,Computational Techniques ,WORKFLOW MANAGEMENT ,Humans ,Software system ,Social Behavior ,Behavior ,Electronic Data Processing ,business.industry ,RESPONSIBILITY ,Computational Pipelines ,ATTRIBUTION ,Biology and Life Sciences ,Experimental data ,Models, Theoretical ,Pipeline (software) ,Workflow ,Recreation ,business ,Mathematics - Abstract
There is large interest in networked social science experiments for understanding human behavior at-scale. Significant effort is required to perform data analytics on experimental outputs and for computational modeling of custom experiments. Moreover, experiments and modeling are often performed in a cycle, enabling iterative experimental refinement and data modeling to uncover interesting insights and to generate/refute hypotheses about social behaviors. The current practice for social analysts is to develop tailor-made computer programs and analytical scripts for experiments and modeling. This often leads to inefficiencies and duplication of effort. In this work, we propose a pipeline framework to take a significant step towards overcoming these challenges. Our contribution is to describe the design and implementation of a software system to automate many of the steps involved in analyzing social science experimental data, building models to capture the behavior of human subjects, and providing data to test hypotheses. The proposed pipeline framework consists of formal models, formal algorithms, and theoretical models as the basis for the design and implementation. We propose a formal data model, such that if an experiment can be described in terms of this model, then our pipeline software can be used to analyze data efficiently. The merits of the proposed pipeline framework is elaborated by several case studies of networked social science experiments. Published version
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- 2020
46. On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game
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Dustin Machi, Chris J. Kuhlman, Vanessa Cedeno-Mieles, Zhihao Hu, Abhijin Adiga, Saliya Ekanayake, Nathan Self, Yihui Ren, Parang Saraf, Brian J. Goode, Naren Ramakrishnan, S. S. Ravi, Xinwei Deng, Gizem Korkmaz, and Madhav V. Marathe
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Computer science ,Anagram ,05 social sciences ,ComputingMilieux_PERSONALCOMPUTING ,Group behavior ,02 engineering and technology ,Popularity ,Human–computer interaction ,020204 information systems ,0502 economics and business ,0202 electrical engineering, electronic engineering, information engineering ,Cooperative group ,050207 economics ,Word (group theory) - Abstract
Anagram games (i.e., word construction games in which players use letters to form words) have been researched for some 60 years. Games with individual players are the subject of over 20 published investigations. Moreover, there are many popular commercial anagram games such as Scrabble. Recently, cooperative team play of anagram games has been studied experimentally. With all of the experimental work and the popularity of such games, it is somewhat surprising that very little modeling of anagram games has been done to predict player behavior/actions in them. We devise a cooperative group anagram game and develop an agent-based modeling and simulation framework to capture player interactions of sharing letters and forming words. Our primary goals are to understand, quantitatively predict, and explain individual and aggregate group behavior, through simulations, to inform the design of a group anagram game experimental platform.
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- 2019
47. Rapid engineering of the geldanamycin biosynthesis pathway by red/ET recombination and gene complementation
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Vetcher, Leandro, Zong-Qiang Tian, McDaniel, Robert, Rascher, Andreas, Revill, W. Peter, Hutchinson, C. Richard, and Zhihao Hu
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Plasmids -- Research ,Polyketides -- Research ,Streptomyces -- Genetic aspects ,Biological sciences - Abstract
The use of Red/ET recombination to generate a large number of shuttle plasmids from a diverse library of chimeric domains for directed evolution of the pikromycin polyketide synthase (PKS) is reported. Red/ET recombination technology is adopted for generating new polyketide as it overcame some of the limitations of traditional approaches for PKS engineering.
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- 2005
48. Astragaloside IV attenuates renal tubule injury in DKD rats via suppression of CD36-mediated NLRP3 inflammasome activation
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Xianhong Li, Xin Dong, Liangyou Zhang, Shu Zhang, Weiying Huang, Chao Wang, Zhihao Huo, Xin Li, Xiwen Zhang, Xiaotong Jia, Gangyi Chen, and Bin Kuang
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diabetic kidney disease ,Astragaloside IV ,PA-induced HK-2 cells ,CD36 ,NLRP3 inflammasome ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Background:In recent years, diabetic kidney disease (DKD) has emerged as a prominent factor contributing to end-stage renal disease. Tubulointerstitial inflammation and lipid accumulation have been identified as key factors in the development of DKD. Earlier research indicated that Astragaloside IV (AS-IV) reduces inflammation and oxidative stress, controls lipid accumulation, and provides protection to the kidneys. Nevertheless, the mechanisms responsible for its protective effects against DKD have not yet been completely elucidated.Purpose:The primary objective of this research was to examine the protective properties of AS-IV against DKD and investigate the underlying mechanism, which involves CD36, reactive oxygen species (ROS), NLR family pyrin domain containing 3 (NLRP3), and interleukin-1β (IL-1β).Methods:The DKD rat model was created by administering streptozotocin along with a high-fat diet. Subsequently, the DKD rats and palmitic acid (PA)-induced HK-2 cells were treated with AS-IV. Atorvastatin was used as the positive control. To assess the therapeutic effects of AS-IV on DKD, various tests including blood sugar levels, the lipid profile, renal function, and histopathological examinations were conducted. The levels of CD36, ROS, NLRP3, Caspase-1, and IL-1β were detected using western blot analysis, PCR, and flow cytometry. Furthermore, adenovirus-mediated CD36 overexpression was applied to explore the underlying mechanisms through in vitro experiments.Results:In vivo experiments demonstrated that AS-IV significantly reduced hyperglycemia, dyslipidemia, urinary albumin excretion, and serum creatinine levels in DKD rats. Additionally, it improved renal structural abnormalities and suppressed the expression of CD36, NLRP3, IL-1β, TNF-α, and MCP-1. In vitro experiments showed that AS-IV decreased CD36 expression, lipid accumulation, and lipid ROS production while inhibiting NLRP3 activation and IL-1β secretion in PA-induced HK-2 cells.Conclusion:AS-IV alleviated renal tubule interstitial inflammation and tubule epithelial cell apoptosis in DKD rats by inhibiting CD36-mediated lipid accumulation and NLRP3 inflammasome activation.
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- 2024
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49. Loss of TROP2 and epithelial cell adhesion molecule expression is linked to grade progression in pTa but unrelated to disease outcome in pT2-4 urothelial bladder carcinomas
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Jan H. Müller, Henning Plage, Sefer Elezkurtaj, Tim Mandelkow, Zhihao Huang, Magalie C. J. Lurati, Jonas B. Raedler, Nicolaus F. Debatin, Eik Vettorazzi, Henrik Samtleben, Sebastian Hofbauer, Kira Furlano, Jörg Neymeyer, Irena Goranova, Bernhard Ralla, Sarah Weinberger, David Horst, Florian Roßner, Simon Schallenberg, Andreas H. Marx, Margit Fisch, Michael Rink, Marcin Slojewski, Krystian Kaczmarek, Thorsten Ecke, Steffen Hallmann, Stefan Koch, Nico Adamini, Maximilian Lennartz, Sarah Minner, Ronald Simon, Guido Sauter, Henrik Zecha, Thorsten Schlomm, and Elena Bady
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TROP2 ,EpCAM ,muscle invasive urothelial cancer ,multiplex fluorescence immunohistochemistry ,bladder cancer ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
IntroductionTrophoblast cell surface antigen 2 (TROP2; EpCAM2) is a transmembrane glycoprotein which is closely related to EpCAM (EpCAM; EpCAM1). Both proteins share partial overlapping functions in epithelial development and EpCAM expression but have not been comparatively analyzed together in bladder carcinomas. TROP2 constitutes the target for the antibody-drug conjugate Sacituzumab govitecan (SG; TrodelvyTM) which has been approved for treatment of metastatic urothelial carcinoma by the United States Food and Drug administration (FDA) irrespective of its TROP2 expression status. MethodsTo evaluate the potential clinical significance of subtle differences in TROP2 and EpCAM expression in urothelial bladder cancer, both proteins were analyzed by multiplex fluorescence immunohistochemistry in combination with a deep-learning based algorithm for automated cell detection on more than 2,700 urothelial bladder carcinomas in a tissue microarray (TMA) format. ResultsThe staining pattern of TROP2 and EpCAM were highly similar. For both proteins, the staining intensity gradually decreased from pTa G2 low grade (TROP2: 68.8±36.1; EpCAM: 21.5±11.7) to pTa G2 high grade (64.6±38.0; 19.3±12.2) and pTa G3 (52.1±38.7; 16.0±13.0, p
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- 2024
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50. Combining bulk and single-cell RNA-sequencing data to develop an NK cell-related prognostic signature for hepatocellular carcinoma based on an integrated machine learning framework
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Qian Feng, Zhihao Huang, Lei Song, Le Wang, Hongcheng Lu, and Linquan Wu
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Hepatocellular carcinoma ,Prognosis ,Immunotherapy ,Single-cell sequencing ,Machine learning ,Medicine - Abstract
Abstract Background The application of molecular targeting therapy and immunotherapy has notably prolonged the survival of patients with hepatocellular carcinoma (HCC). However, multidrug resistance and high molecular heterogeneity of HCC still prevent the further improvement of clinical benefits. Dysfunction of tumor-infiltrating natural killer (NK) cells was strongly related to HCC progression and survival benefits of HCC patients. Hence, an NK cell-related prognostic signature was built up to predict HCC patients’ prognosis and immunotherapeutic response. Methods NK cell markers were selected from scRNA-Seq data obtained from GSE162616 data set. A consensus machine learning framework including a total of 77 algorithms was developed to establish the gene signature in TCGA–LIHC data set, GSE14520 data set, GSE76427 data set and ICGC–LIRI–JP data set. Moreover, the predictive efficacy on ICI response was externally validated by GSE91061 data set and PRJEB23709 data set. Results With the highest C-index among 77 algorithms, a 11-gene signature was established by the combination of LASSO and CoxBoost algorithm, which classified patients into high- and low-risk group. The prognostic signature displayed a good predictive performance for overall survival rate, moderate to high predictive accuracy and was an independent risk factor for HCC patients’ prognosis in TCGA, GEO and ICGC cohorts. Compared with high-risk group, low-risk patients showed higher IPS–PD1 blocker, IPS–CTLA4 blocker, common immune checkpoints expression but lower TIDE score, which indicated low-risk patients might be prone to benefiting from ICI treatment. Moreover, a real-world cohort, PRJEB23709, also revealed better immunotherapeutic response in low-risk group. Conclusions Overall, the present study developed a gene signature based on NK cell-related genes, which offered a novel platform for prognosis and immunotherapeutic response evaluation of HCC patients.
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- 2023
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