259 results on '"Jiayu Gu"'
Search Results
102. CoO x @Co‐NC Catalyst with Dual Active Centers for Enhanced Oxygen Evolution: Breaking Trade‐Off of Particle Size and Metal Loading
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Fang Jiang, Ling Tan, Chen Peng, Jian Chen, Huan Chen, Yun Xia, Jiayu Gu, and Yalin Yu
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Tafel equation ,010405 organic chemistry ,Chemistry ,Organic Chemistry ,Oxygen evolution ,Nanoparticle ,General Chemistry ,010402 general chemistry ,Electrocatalyst ,01 natural sciences ,Catalysis ,0104 chemical sciences ,Nanoclusters ,Metal ,Chemical engineering ,visual_art ,visual_art.visual_art_medium ,Particle size - Abstract
Increasing the metal loading and downsizing the metal particle size are two effective ways to boost the electrochemical performance of catalysts. However, it is difficult to simultaneously increase the metal loading and reduce the particle size since isolated individual atoms are easy to aggregate into nanoparticles when increasing the metal loading. To tackle this contradiction, we report a bottom-up ligand-mediated strategy to facilely prepare ultrafine CoO x nanoclusters anchored on a Co-N-containing carbon matrix (CoO x @Co-NC). The co-exist of N and O atoms prevent Co atoms agglomerating into large particles and allowing the formation of ultrafine dispersed Co species with large Co loading (up to 20 wt.%). Since the relationship between ultrasmall size and large metal loading is well balanced, the CoO x nanoclusters have no inhibitory effect, but facilitate the catalytic performance of Co-N 4 sites during OER process. Consequently, due to the synergistic effect of ultrafine CoO x nanoclusters and Co-N 4 macrocycles, the as-synthesized CoO x @Co-NC exhibit promising OER activity (η 10 =370 mV, Tafel plot=40 mV/dec), bettering than that of benchmark RuO 2 (η 10 =411 mV, Tafel plot=72 mV/dec). This ligand-mediated strategy to synthesize carbonaceous materials containing dual active centers with large metal loading is promising for developing active and stable catalysts for electrocatalytic applications.
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- 2021
103. Bifidobacteria exhibited stronger ability to utilize fructooligosaccharides, compared with other bacteria in the mouse intestine
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Jiayu Gu, Jianxin Zhao, Hao Zhang, Mao Bingyong, Xin Tang, Zhenmin Liu, and Cui Shumao
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Nutrition and Dietetics ,biology ,Bacteria ,Permease ,food and beverages ,Oligosaccharides ,PEP group translocation ,biology.organism_classification ,Enzyme assay ,Microbiology ,Lactobacillus reuteri ,Intestines ,Mice ,Prebiotics ,Enterococcus hirae ,biology.protein ,Animals ,Bifidobacterium ,Agronomy and Crop Science ,Gene ,Food Science ,Biotechnology - Abstract
Background Fructooligosaccharides (FOS) have been identified as important prebiotics. Previous studies have found that they can significantly promote the proliferation of Bifidobacterium pseudolongum in the mouse intestine. However, it is still unclear which other bacteria in the mouse intestine can utilize FOS, and the differences in the ability to utilize FOS. In this study, the bacteria capable of utilizing FOS were isolated from mice feces and their ability to utilize FOS was compared. Draft genome sequencing was also applied to explain the differences in FOS utilization at the gene levels. Results A total of 15 species were isolated from mouse feces and 13 species were able to utilize fructofuranosylnystose (GF2). Eleven species could utilize nistose (GF3), but not Enterococcus hirae and Lactobacillus reuteri. In contrast, 1-kestose (GF4) was hardly utilized. The enzyme activity determination and draft genome sequencing-based analyses revealed that all isolated species used the phosphotransferase system or permease system to transport FOS into the cells before hydrolysis by β-fructofuranosidase. Although β-fructofuranosidase exists in all strains, there are big differences in the corresponding coding genes between bifidobacteria and non-bifidobacteria. Conclusion Compared with the other isolates, Bifidobacterium species exhibited higher enzyme activity and shorter generation time, leading to a stronger ability to utilize FOS. © 2021 Society of Chemical Industry.
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- 2021
104. Identification of Rice Blast Loss-of-Function Mutant Alleles in the Wheat Genome as a New Strategy for Wheat Blast Resistance Breeding
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Tofazzal Islam, Huijun Guo, Luxiang Liu, Xiyun Song, Yongdun Xie, Qidi Du, Shirong Zhao, Jiayu Gu, Linshu Zhao, and Hongchun Xiong
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0106 biological sciences ,0301 basic medicine ,Germplasm ,TILLING ,Population ,Single-nucleotide polymorphism ,deleterious effect ,QH426-470 ,Biology ,01 natural sciences ,Genome ,03 medical and health sciences ,wheat ,mutant allele ,Genetic variation ,Genetics ,education ,Gene ,Genetics (clinical) ,Original Research ,education.field_of_study ,wheat blast ,rice blast ,food and beverages ,030104 developmental biology ,Molecular Medicine ,010606 plant biology & botany ,Reference genome - Abstract
Blast is caused by the host-specific lineages of the fungusMagnaporthe oryzaeand is the most important destructive disease in major crop plants, including rice and wheat. The first wheat blast outbreak that occurred in Bangladesh in 2016 and the recent epidemic in Zambia were caused by theM. oryzae Triticum(MoT) pathotype, a fungal lineage belonging toM. oryzae. Although a few reported wheat cultivars show modest resistance toMoT, the patterns of genetic variation and diversity of this pathotype make it crucial to identify additional lines of resistant wheat germplasm. Nearly 40 rice blast resistant and susceptible genes have so far been cloned. Here, we used BLAST analysis to locate two rice blast susceptible genes in the wheat reference genome,bsr-d1andbsr-k1, and identified six identical homologous genes located on subgenomes A, B, and D. We uncovered a total of 171 single nucleotide polymorphisms (SNPs) in an ethyl methanesulfonate (EMS)-induced population, with mutation densities ranging from 1/1107.1 to 1/230.7 kb through Targeting Induced Local Lesions IN Genomes (TILLING) by sequencing. These included 81 SNPs located in exonic and promoter regions, and 13 coding alleles that are predicted to have severe effects on protein function, including two pre-mature mutants that might affect wheat blast resistance. The loss-of-function alleles identified in this study provide insights into new wheat blast resistant lines, which represent a valuable breeding resource.
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- 2021
105. Well-designed oxidized Sb/g-C
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Nannan, He, Shihai, Cao, Jiayu, Gu, Ahmed, Uddin, Chen, Zhang, Yalin, Yu, Huan, Chen, and Fang, Jiang
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Disinfection ,Escherichia coli K12 ,Light ,Escherichia coli ,Catalysis - Abstract
2D/2D heterojunction photocatalysts with excellent photocatalytic activity highlight considerable potential in water disinfection. Here, an oxidized Sb/g-C
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- 2021
106. Higher homocysteine and fibrinogen are associated with early-onset post-stroke depression in patients with acute ischemic stroke
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Mingzhu Deng, Nina Zhou, Kangping Song, Zhen Wang, Wei Zhao, Jiayu Guo, Sufen Chen, Yangping Tong, Wei Xu, and Fangyi Li
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post-stroke depression ,acute ischemic stroke ,homocysteine ,fibrinogen ,inflammation ,Psychiatry ,RC435-571 - Abstract
BackgroundPost-stroke depression (PSD) is a well-established psychiatric complication following stroke. Nevertheless, the relationship between early-onset PSD and homocysteine (Hcy) or fibrinogen remains uncertain.MethodsAcute ischemic stroke (AIS) patients who met the established criteria were enrolled in this study. Early-onset PSD was diagnosed two weeks after the stroke. The severity of depressive symptoms was assessed by the Hamilton Depression Scale-17 items (HAMD-17), with patients scored ≥7 assigned to the early-onset PSD group. Spearman rank correlation analysis was employed to evaluate the associations between Hcy, fibrinogen, and HAMD scores across all patients. Logistic regression analysis was conducted to investigate the relationship between Hcy, fibrinogen, and early-onset PSD. Receiver operating characteristic curve (ROC) analysis was ASSDalso performed to detect the predictive ability of Hcy and fibrinogen for early-onset PSD.ResultsAmong the 380 recruited patients, a total of 106 (27.89%) patients were diagnosed with early-onset PSD. The univariate analysis suggested that patients in the PSD group had a higher admission National Institutes of Health Stroke Scale (NIHSS) score, modified Rankin Scale score (mRS), Hcy, and fibrinogen levels than patients in the non-PSD group (P
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- 2024
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107. Competitive Risk Analysis of Prognosis in Older Adults with Sigmoid Colon Adenocarcinoma: A Population-Based Study
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Ruofei Du BMed, Jiayu Guo BMed, Jing Li BMed, Jun Lyu PhD, and Li Lyu PhD
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background The purpose of this study is to employ a competing risk model based on the Surveillance, Epidemiology, and End Results (SEER) database to identify prognostic factors for elderly individuals with sigmoid colon adenocarcinoma (SCA) and compare them with the classic Cox proportional hazards model. Methods We extracted data from elderly patients diagnosed with SCA registered in the SEER database between 2010 and 2015. Univariate analysis was conducted using cumulative incidence functions and Gray’s test, while multivariate analysis was performed using both the Fine-Gray and Cox proportional hazards models. Results Among the 10,712 eligible elderly patients diagnosed with SCA, 5595 individuals passed away: 2987 due to sigmoid colon adenocarcinoma and 2608 from other causes. The results of one-way Gray’s test showed that age, race, marital status, AJCC stage, differentiation grade, tumor size, surgical status, liver metastasis status, lung metastasis status, brain metastasis status, radiotherapy status, and chemotherapy status all affected the prognosis of SCA ( P < .05). Multivariate analysis showed that sex, age, race, marital status, and surgical status affected the prognosis of SCA ( P < .05). Multifactorial Fine-Gray analysis revealed that key factors influencing the prognosis of SCA patients include age, race, marital status, AJCC stage, grade classification, surgical status, tumor size, liver metastasis, lung metastasis, and chemotherapy status ( P < .05). Conclusion Data from the SEER database were used to more accurately estimate CIFs for sigmoid colon adenocarcinoma-specific mortality and prognostic factors using competing risk models.
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- 2024
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108. Transcriptome Analysis Reveals a Potential Role of Benzoxazinoid in Regulating Stem Elongation in the Wheat Mutant qd
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Yuping Ding, Yongdun Xie, Weiwei Zeng, Linshu Zhao, Hongchun Xiong, Huijun Guo, Luxiang Liu, Daxing Xu, Shirong Zhao, and Jiayu Gu
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0106 biological sciences ,0301 basic medicine ,Nucleosome organization ,lcsh:QH426-470 ,Nucleosome assembly ,Protein subunit ,Mutant ,Biology ,01 natural sciences ,Transcriptome ,03 medical and health sciences ,wheat ,Genetics ,mutant ,KEGG ,Gene ,Genetics (clinical) ,Original Research ,stem elongation ,benzoxazinoids ,Phenotype ,Cell biology ,lcsh:Genetics ,030104 developmental biology ,Molecular Medicine ,transcriptome ,010606 plant biology & botany - Abstract
The stems of cereal crops provide both mechanical support for lodging resistance and a nutrient supply for reproductive organs. Elongation, which is considered a critical phase for yield determination in winter wheat (Triticum aestivum L.), begins from the first node detectable to anthesis. Previously, we characterized a heavy ion beam triggered wheat mutant qd, which exhibited an altered stem elongation pattern without affecting mature plant height. In this study, we further analyzed mutant stem developmental characteristics by using transcriptome data. More than 40.87 Mb of clean reads including at least 36.61 Mb of unique mapped reads were obtained for each biological sample in this project. We utilized our transcriptome data to identify 124,971 genes. Among these genes, 4,340 differentially expressed genes (DEG) were identified between the qd and wild-type (WT) plants. Compared to their WT counterparts, qd plants expressed 2,462 DEGs with downregulated expression levels and 1878 DEGs with upregulated expression levels. Using DEXSeq, we identified 2,391 counting bins corresponding to 1,148 genes, and 289 of them were also found in the DEG analysis, demonstrating differences between qd and WT. The 5,199 differentially expressed genes between qd and WT were employed for GO and KEGG analyses. Biological processes, including protein-DNA complex subunit organization, protein-DNA complex assembly, nucleosome organization, nucleosome assembly, and chromatin assembly, were significantly enriched by GO analysis. However, only benzoxazinoid biosynthesis pathway-associated genes were enriched by KEGG analysis. Genes encoding the benzoxazinoid biosynthesis enzymes Bx1, Bx3, Bx4, Bx5, and Bx8_9 were confirmed to be differentially expressed between qd and WT. Our results suggest that benzoxazinoids could play critical roles in regulating the stem elongation phenotype of qd.
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- 2021
109. Carboniferous Sequence Stratigraphy and Oil and Gas in Tarim Basin, Northwest China
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Jiayu Gu
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business.industry ,Carboniferous ,Fossil fuel ,Geochemistry ,Tarim basin ,Sequence stratigraphy ,China ,business ,Geology - Published
- 2020
110. Exploring Environmentally Friendly Biopolymer Material Effect on Soil Tensile and Compressive Behavior
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Yaxiong Peng, Zesen Peng, Li Wu, Xiaoyang Huang, JiaYu Gu, and Chunhui Chen
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Materials science ,Compressive Strength ,Health, Toxicology and Mutagenesis ,0211 other engineering and technologies ,lcsh:Medicine ,02 engineering and technology ,engineering.material ,Article ,Contact force ,Soil ,Biopolymers ,green technology ,biopolymer ,Tensile Strength ,Ultimate tensile strength ,medicine ,Composite material ,Microscale chemistry ,021101 geological & geomatics engineering ,Tensile testing ,Mechanical Phenomena ,lcsh:R ,Public Health, Environmental and Occupational Health ,04 agricultural and veterinary sciences ,Compressive strength ,micro-behavior ,numerical simulation ,040103 agronomy & agriculture ,Fracture (geology) ,engineering ,0401 agriculture, forestry, and fisheries ,Biopolymer ,Xanthan gum ,medicine.drug - Abstract
The study of the high-performance of biopolymers and current eco-friendly have recently emerged. However, the micro-behavior and underlying mechanisms during the test are still unclear. In this study, we conducted experimental and numerical tests in parallel to investigate the impact of different xanthan gum biopolymer contents sand. Then, a numerical simulation of the direct tensile test under different tensile positions was carried out. The micro-characteristics of the biopolymer-treated sand were captured and analyzed by numerical simulations. The results indicate that the biopolymer can substantially increase the uniaxial compressive strength and tensile strength of the soil. The analysis of the microparameters demonstrates the increase in the contact bond parameter values with different biopolymer contents, and stronger bonding strength is provided with a higher biopolymer content from the microscale. The contact force and crack development during the test were visualized in the paper. In addition, a regression model for predicting the direct tensile strength under different tensile positions was established. The numerical simulation results explained the mechanical and fracture behavior of xanthan gum biopolymer stabilized sand under uniaxial compression, which provides a better understanding of the biopolymer strengthening effect.
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- 2020
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111. Real-time screening of hepatotoxins in natural medicine by peroxynitrite responsive lanthanide-based NIR-II luminescent probes
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Lingzhi Zhao, Jiayu Gu, Yunyun Zhou, Juanjuan Peng, Yang Zhong, and Yaoquan Su
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Lanthanide ,Immediate Testing ,General Chemical Engineering ,Hepatotoxin ,General Chemistry ,Combinatorial chemistry ,Industrial and Manufacturing Engineering ,Biomarker (cell) ,chemistry.chemical_compound ,chemistry ,In vivo ,Environmental Chemistry ,Luminescence ,Natural medicine ,Peroxynitrite - Abstract
Herbal medicines and dietary supplements are widely used worldwide. However, reports have revealed that a large number of herbal medicines are implicated in the hepatic damage, which is referred to as Herbal medicines-induced liver injury (HILI). Traditional diagnostic methods for HILI include histological and serological assessments, which fail to offer real-time and unambiguous visualization of hepatotoxicity in vivo. Herein, we constructed a second near-infrared (NIR-II) luminescent nanoprobes to achieve accurate, high-efficiency, and non-invasive detection of HILI by the assembly of lanthanide-based NIR-II luminescence nanoparticles with a chromophore with absorption band in the NIR-II region. Specifically, the NIR-II luminescence of the lanthanide nanoparticles can be effectively quenched by the chromophores on the surface of nanoparticles via an absorption competition-induced quenching effect, and subsequently recovered by the pathophysiological biomarker peroxynitrite (ONOO−) generated in early HILI. It is demonstrated that the nanoprobes are capable for the screening of liver toxins in a noninvasive pattern, which is more convenient than the conventional diagnostic approaches. Finally, our luminescence detection approach offers an immediate testing technique for the identification of hepatotoxic components of herbal medicine such as colchicine, monocrotaline and stibene glucoside, providing a high-throughput screening strategy for herbal medicine-induced hepatotoxicity.
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- 2022
112. Multi-scale Convolutional Feature Fusion Network Based on Attention Mechanism for IoT Traffic Classification
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Niandong Liao and Jiayu Guan
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IoT traffic classification ,Attention mechanism ,Multi-scale convolution ,Feature reuse ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
Abstract The Internet of Things (IoT) has been extensively utilized in domains such as smart homes, healthcare, and other industries. With the exponential growth of Internet of Things (IoT) devices, they have become prime targets for malicious cyber-attacks. Effective classification of IoT traffic is, therefore, imperative to enable robust intrusion detection systems. However, IoT traffic data contain intricate spatial relationships and topological information, which traditional methods for traffic identification lack the capability to fully extract features and capture crucial characteristics. We propose a multi-scale convolutional feature fusion network augmented with a Convolutional Block Attention Module (MCF-CBAM) for accurate IoT traffic classification. The network incorporates three critical innovations: (1) Parallel convolution extracts multi-scale spatial features from traffic data. The 1 × 1 convolution operation reduces the amount of parameters and calculations of the network, thereby improving work efficiency. (2) The attention module suppresses less informative features while highlighting the most discriminative ones, enabling focused learning on decisive features. (3) Cross-scale connections with channel jumps reuse features from prior layers to enhance generalization. We evaluate the method extensively on three widely adopted public datasets. Quantitative results demonstrate MCF-CBAM establishes new state-of-the-art performance benchmarks for IoT traffic classification, surpassing existing methods by a significant margin. Qualitative visualizations of the learned attention weights provide intuitive insights into how the network automatically discovers the most decisive spatial features for identification. With its strong empirical performance and interpretable attention mechanisms, this work presents a promising deep learning solution to augment real-world IoT intrusion detection systems against growing cybersecurity threats.
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- 2024
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113. IL-6 derived from therapy-induced senescence facilitates the glycolytic phenotype in glioblastoma cells
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Jiayu, Gu, Jingyi, Wang, Xincheng, Liu, Ke, Sai, Jialuo, Mai, Fan, Xing, Zhijie, Chen, Xiaozhi, Yang, Wanjun, Lu, Cui, Guo, Wenfeng, Liu, Yang, Xu, Shouxia, Xie, Cheng, Hu, Guangmei, Yan, and Wenbo, Zhu
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Original Article - Abstract
Activation of the cyclic adenosine monophosphate (cAMP) pathway induces the glial differentiation of glioblastoma (GBM) cells, but the fate of differentiated cells remains poorly understood. Transcriptome analyses have revealed significant changes in the cell cycle- and senescence-related pathways in differentiated GBM cells induced by dibutyryl cAMP (dbcAMP). Further investigations showed that reactive oxygen species (ROS) derived from enhanced mitochondrial function are involved in senescence induction and proliferation inhibition. Moreover, we found that IL-6 from dbcAMP- or temozolomide (TMZ)-induced senescent cells facilitates the glycolytic phenotype of GBM cells and that inhibiting the IL-6-related pathway hinders the proglycolytic effect of either agent. In patient-derived GBM xenograft models, a specific antibody targeting the IL-6 receptor tocilizumab (TCZ) significantly prolongs the survival time of TMZ-treated mice. Taken together, these results suggest that both the differentiation-inducing agent dbcAMP and the chemotherapy drug TMZ are able to drive GBM cells to senescence, and the latter releases IL-6 to potentiate glycolysis, suggesting that IL-6 is a target for adjuvant chemotherapy in GBM treatment.
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- 2020
114. Influence of molecular structure of astaxanthin esters on their stability and bioavailability
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Xing Qiao, Jie Xu, Changhu Xue, Jiayu Gu, Lu Yang, Yunrui Cao, and Li Xuemin
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Biological Availability ,Xanthophylls ,01 natural sciences ,Analytical Chemistry ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Drug Stability ,Astaxanthin ,In vivo ,Molecule ,Chromatography ,Molecular Structure ,010401 analytical chemistry ,Fatty Acids ,Esters ,04 agricultural and veterinary sciences ,General Medicine ,Serum concentration ,040401 food science ,In vitro ,0104 chemical sciences ,Bioavailability ,chemistry ,Digestion ,Degradation rate constant ,Food Science - Abstract
The stability and bioavailability of fourteen astaxanthin esters (Asta-Es) with different molecular structures were investigated using in vitro and in vivo digestion models. The results demonstrated that Asta-E with long-chain and saturated fatty acids were more stable than other types of Asta-E. Astaxanthin diester (Asta-DE) was better than astaxanthin monoester (Asta-ME) and free astaxanthin (F-Asta), as determined based on the degradation rate constant at 60 °C. The absorbability of Asta-Es with different molecular structures was evaluated through the serum concentrations of astaxanthin (Asta). The results indicated that Asta-E with short-chain fatty acids had higher bioavailability than Asta-Es with long-chain fatty acids, whereas Asta-E with high-unsaturation fatty acids had higher bioavailability than Asta-E with low-unsaturation fatty acids. Asta-ME had significantly increased bioavailability compared with Asta-DE. We concluded that the molecular structure of Asta-E could significantly affect their stability and bioavailability.
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- 2020
115. Molecular mechanism of ethanol-H
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Zhen, Li, Jiayu, Gu, Jie, Ding, Nanqi, Ren, and Defeng, Xing
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Proteomics ,Ethanol ,Fermentation ,Anaerobiosis ,Hydrogen - Abstract
Ethanol-type fermentation (ETF) is one of three fermentation types during the acidogenesis of the anaerobic biological treatment. Ethanoligenens, a representative genus of ETF, displays acidophilic, autoaggregative, and ethanol-H
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- 2020
116. High-level stable expression of gene for preparation of chlorothalonil hydrolytic dehalogenase and its application in elimination of chlorothalonil inhibition on bioconversion of lignocellulosic biomass
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Bin Ye, Jianchun Zhu, Qin He, Jiayu Gu, Xin Yan, Jiandong Jiang, Bangchao Zhong, Junwei Huang, Jian He, and Yan-fei Luo
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0106 biological sciences ,0301 basic medicine ,Bioconversion ,Lignocellulosic biomass ,Gene Expression ,Bioengineering ,Cellulase ,01 natural sciences ,Applied Microbiology and Biotechnology ,Lignin ,03 medical and health sciences ,chemistry.chemical_compound ,010608 biotechnology ,Enzymatic hydrolysis ,Nitriles ,Food science ,Biomass ,Trichoderma reesei ,Dehalogenase ,biology ,Chlorothalonil ,Chemistry ,Hydrolysis ,Laccase ,food and beverages ,biology.organism_classification ,Enzymes ,030104 developmental biology ,Fermentation ,Hypocreales ,biology.protein ,Biotechnology ,Bacillus subtilis - Abstract
To achieve the high-level stable expression of chlorothalonil hydrolytic dehalogenase (Chd), the gene chd was first integrated into the chromosome of Bacillus subtilis WB800. High generation stability was achieved by almost no gene lost after six generations but Chd activity decreased. aprE promoter alteration, translation initiation region modification and multi-copy chromosome integration were studied and these modifications could increase Chd activity by 270%, 2304% and 25%. Chlorothalonil residual exhibited inhibition on bioconversion of lignocellulosic biomass. The addition of Chd crude enzyme (60 μL per g wheat straw) could increase glucose production by 36.10% and 39.65% in synergistic hydrolysis and separate hydrolysis by laccase and cellulase with 120 mg/L residual chlorothalonil. Filter paper activity and carboxymethyl cellulase activity were enhanced by 12.84% and 23.95%, and biomass of Trichoderma reesei was increased by 76.67% under 50 μg chlorothalonil/g dry straw in solid-state fermentation. Thus, the high-level stable expressed Chd effectively eliminated chlorothalonil inhibition on enzymatic hydrolysis and solid-state fermentation. It showed promising potential for bioremediation of chlorothalonil pollution and improving conversion efficiency of lignocellulose.
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- 2020
117. Influence of oil matrixes on stability, antioxidant activity, bioaccessibility and bioavailability of astaxanthin ester
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Yunrui Cao, Lu Yang, Changhu Xue, Xing Qiao, Tianle Luan, Jiayu Gu, and Jie Xu
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Antioxidant ,030309 nutrition & dietetics ,DPPH ,medicine.medical_treatment ,Biological Availability ,Xanthophylls ,Antioxidants ,03 medical and health sciences ,chemistry.chemical_compound ,Mice ,0404 agricultural biotechnology ,Drug Stability ,Astaxanthin ,medicine ,Animals ,Food science ,chemistry.chemical_classification ,0303 health sciences ,Drug Carriers ,Nutrition and Dietetics ,Triglyceride ,Chemistry ,Fatty acid ,Esters ,04 agricultural and veterinary sciences ,Fish oil ,040401 food science ,Bioavailability ,Gastrointestinal Tract ,Digestion ,Agronomy and Crop Science ,Oils ,Corn oil ,Food Science ,Biotechnology - Abstract
Background Astaxanthin ester (Asta-E) is used as functional nutraceuticals in many food products. Unfortunately, Asta-E utilization is currently limited owing to its chemical instability and low bioavailability. The purpose of this study is to investigate the promotion effect of oil matrixes on the stability, antioxidant activity, bioaccessibility and bioavailability of Asta-E. Results The results showed that the stability of Asta-E in six oil matrixes was improved. Based on the 2, 2-diphenyl-1-picrylhydrazyl (DPPH) radical scavenging activity experiment, the antioxidant activity of Asta-E was positively correlated with the degree of unsaturation of the oil matrixes, but not with the side chain length. The in vitro gastrointestinal tract (GIT) simulation model and in vivo experiment using mice were also employed to investigate the digestion and absorption characteristics of Asta-E in various oil matrixes. The results demonstrated that the bioaccessibility and bioavailability of Asta-E increased with the increase of fatty acid chain length of oil matrixes (triglyceride oleate > triglyceride caprylate > triglyceride butyrate), as well as with the decrease of unsaturation degree (olive oil > corn oil > fish oil). Conclusion Monounsaturated fatty acids (MUFA) and long-chain triglyceride (LCT) in an oil matrix were the factors that could efficiently improve the bioavailability of Asta-E. Moreover, the size of the mixed micelles of Asta-E during digestion was the main factor influencing the bioaccessibility of Asta-E. This study provides references for the design of suitable oil matrixes for Asta-E. © 2020 Society of Chemical Industry.
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- 2020
118. Effect of Piezo1 Overexpression on Peritumoral Brain Edema in Glioblastomas
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Shanqiang Qu, Zhibo Xia, Yuejiao Su, Ouwen Qiu, Jiayu Gu, and Tianyu Hu
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Adult ,Male ,Pathology ,medicine.medical_specialty ,Brain tumor ,Brain Edema ,Sensitivity and Specificity ,Ion Channels ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Western blot ,Edema ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Peritumoral Brain Edema ,Aged ,Retrospective Studies ,medicine.diagnostic_test ,business.industry ,Brain Neoplasms ,Adult Brain ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Reverse transcription polymerase chain reaction ,medicine.anatomical_structure ,ROC Curve ,Cell culture ,Immunohistochemistry ,Female ,Neurology (clinical) ,medicine.symptom ,business ,Glioblastoma ,030217 neurology & neurosurgery ,Astrocyte - Abstract
BACKGROUND AND PURPOSE: Previous studies have suggested that increased mortality and disability in patients with brain tumor are associated with peritumoral brain edema. However, the mechanism of peritumoral brain edema in brain tumors is unknown. This study aimed to investigate the effect of Piezo1 overexpression on peritumoral brain edema in glioblastomas. MATERIALS AND METHODS: The Piezo1 expression in cell lines and paired samples was detected by quantitative reverse transcription polymerase chain reaction, Western blot, and immunohistochemistry. Sixty-four patients with glioblastomas were analyzed retrospectively. The Piezo1 expression of tumor tissue was detected by immunohistochemistry. The diameters of tumor and edema were measured by preoperative MR imaging, and the edema index value was calculated. RESULTS: Western blot and quantitative reverse transcription polymerase chain reaction showed that Piezo1 expression was higher in 6 glioma cell lines than in the normal astrocyte cell line. Compared with peritumoral tissues, Piezo1 was up-regulated in tumor tissues. Sixty-four patients with glioblastomas were enrolled in further study. Piezo1 was higher in the moderate edema group than in the mild edema group (P < .001), higher in the severe edema group than in the moderate edema group (P < .001), and correlated with the edema index (r = 0.73; P < .001). Receiver operating characteristic curve analysis showed that the edema index yielded an area under the curve of 0.867 (95% CI, 0.76–0.97; P < .001), with a sensitivity of 100% and a specificity of 70%. CONCLUSIONS: Piezo1 overexpression is positively correlated with the degree of peritumoral brain edema in glioblastomas. Predicting high Piezo1 expression in tumor tissues based on the edema extent shows good sensitivity and specificity.
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- 2020
119. Electro-fermentation enhances H2 and ethanol co-production by regulating electron transfer and substrate transmembrane transport
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Zhiyong Jason Ren, Defeng Xing, Jiayu Gu, Yang Yang, Guo-Jun Xie, Zhen Li, and Binfeng Liu
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Chemistry ,General Chemical Engineering ,Substrate (chemistry) ,NADH regeneration ,General Chemistry ,Membrane transport ,Industrial and Manufacturing Engineering ,Electron transfer ,chemistry.chemical_compound ,Biophysics ,Environmental Chemistry ,Fermentation ,Biohydrogen ,Adenosine triphosphate ,Ferredoxin - Abstract
Electro-fermentation systems (EFSs) are an emerging technology capable of regulating microbial fermentation pathways by tuning oxidation-reduction potentials and electron flow. However, there is limited understanding of the bioenergy conversion and metabolic regulation of fermentative bacteria in EFSs. In this study, we investigated how electrode potentials in EFSs affect the metabolic products and global transcriptome expression of Ethanoligenens harbinense. The E. harbinense-inoculated anodic EFS (AEFS) with a poised potential of 0 V or the cathodic EFS (CEFS) with a poised potential of 0 V (vs. Ag/AgCl reference electrode) obtained the maximum H2 production of 1888–1986 mL/L-medium, which increased by 23–26% compared with open-circuit fermentation (OC-EFSs). The highest H2 yield of 1.190 ± 0.009–1.197 ± 0.001 mol-H2/mol-glucose was obtained by the AEFS0 and the OC-EFS. Ethanol production of AEFS-0.4 increased by 30.7 ± 13.3% compared with OC-EFSs. In addition, glucose uptake and cell growth in the EFS were enhanced with an increase in cellular energy supply. Transcriptome analysis revealed that overexpression of the [FeFe]-hydrogenase, ferredoxin, and rubredoxin genes in the AEFS with a poised potential of 0 V promoted the H2 production rate. Genes involved in electron transfer and reduced nicotinamide adenine dinucleotide (NADH) regeneration were upregulated in the AEFS, leading to more ethanol production. In addition, substrate transmembrane transport was suppressed by underexpression of adenosine triphosphate (ATP)-binding cassette (ABC) transporter system-related genes at lower or higher potentials. These results confirm that an EFS effectively regulates the metabolite spectrum of H2-producing bacteria by coordinating electron transfer, NADH regeneration, and substrate transmembrane transport to provide a flexible approach for improving bioenergy production by fermentative bacteria.
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- 2022
120. Selective Antagonism of Bcl-xL Potentiates M1 Oncolysis by Enhancing Mitochondrial Apoptosis
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Songmin He, Zhang Haipeng, Jing Cai, Wenbo Zhu, Jialuo Mai, Ling Lu, Mingshi Gao, Jun Hu, Li Guo, Kai Li, Yaqian Tan, Wei Yin, Jiayu Gu, Chuntao Li, Yuan Lin, Xiao Xiao, Xiaohong Tan, Xingwen Su, Guangmei Yan, Bingzheng Lu, Gong Shoufang, Pengxin Qiu, Jiankai Liang, and Fan Xing
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0301 basic medicine ,Combination therapy ,Apoptosis ,Bcl-xL ,Virus ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Downregulation and upregulation ,Cell Line, Tumor ,Neoplasms ,Genetics ,Animals ,Humans ,Molecular Biology ,Oncolytic Virotherapy ,biology ,Combined Modality Therapy ,Xenograft Model Antitumor Assays ,Molecular biology ,Mitochondria ,Oncolytic virus ,Oncolytic Viruses ,030104 developmental biology ,Proto-Oncogene Proteins c-bcl-2 ,030220 oncology & carcinogenesis ,Cancer cell ,biology.protein ,Cancer research ,Molecular Medicine ,Antagonism - Abstract
Oncolytic virotherapy is a novel and intriguing treatment strategy for cancer therapy. However, the clinical potential of oncolytic virus as single agent is limited. M1 virus is a promising oncolytic virus that has been tested in preclinical studies. In this study, we investigated the effect of the combination use of M1 virus and Bcl-2 family inhibitors. A chemical compounds screening including ten Bcl-2 family inhibitors demonstrated that pan-Bcl-2 inhibitors selectively augmented M1 virus oncolysis in cancer cells at very low doses. The mechanism of the enhanced antitumor effect of pan-Bcl-2 inhibitors with M1 virus is mainly due to the inhibition of Bcl-xL, which synergizes with M1-induced upregulation of Bak to trigger apoptosis. In xenograft mouse models and patient-derived tumor tissues, the combination of M1 and pan-Bcl-2 inhibitors significantly inhibited tumor growth and prolonged survival, suggesting the potential therapeutic value of this strategy. These findings offer insights into the synergy between Bcl-xL inhibition and oncolytic virus M1 as a combination anticancer treatment modality.
- Published
- 2018
121. Heterojunction photocatalyst of cavity shaped Bi2S3/g-C3N4 for bisphenol a degradation: Regulation of internal electric field via assistance of interfacial functional groups
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Fang Jiang, Jiayu Gu, Yalin Yu, Huan Chen, Yimin Wang, Ying Liao, Shouwen Chen, and Weican Shi
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Materials science ,General Chemical Engineering ,Nucleation ,Graphitic carbon nitride ,Heterojunction ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Electric charge ,Industrial and Manufacturing Engineering ,0104 chemical sciences ,chemistry.chemical_compound ,Depletion region ,chemistry ,Chemical engineering ,Electric field ,Photocatalysis ,Environmental Chemistry ,Charge carrier ,0210 nano-technology - Abstract
The p-n heterojunction with internal electric field (IEF) is flourishingly developed in photocatalysis. Enlarging the space charge region width can effectively improve the migration/separation of charge carriers. Here, adequate functional groups (–COOH, -N-(C)3, -C-N–H) were generated from graphitic carbon nitride (GCN) decomposition, worked as the dispersant and electric charge contributor in the heterojunction. Bi ions were adsorbed on –COOH to achieve localized nucleation, formed Bi2S3 can be uniformly dispersed on GCN surface to form FGBS/GCN. Additionally, the incorporation of functional groups not only ameliorated the 3D cavity structure and optimized the band structure of functional groups modified Bi2S3 (FGBS) but also widened the space charge region of IEF in FGBS/GCN and resulted in efficient carriers separation. Benefit from functional groups, the initial rate of bisphenol A (BPA) degradation over 2FGBS/GCN was 0.0280 mmol⋅gcat-1⋅h−1. This work provides new insight into the regulation of the space charge region in the p-n heterojunction.
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- 2021
122. Lower serum uric acid and impairment of right cerebral hemisphere structural brain networks are related to depressive symptoms in cerebral small vessel disease: A cross-sectional study
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Lei Yu, Ming Yi, Jiayu Guo, Jinbiao Li, Huixing Zeng, Liqian Cui, Xiangming Xu, Gang Liu, Yuhua Fan, Jinsheng Zeng, Shihui Xing, Yicong Chen, Meng Wang, Shuangquan Tan, Leow Yi Jin, Dilip Kumar, Ashwati Vipin, Soo See Ann, Fatin Zahra Binte Zailan, Gurveen Kaur Sandhu, Nagaendran Kandiah, and Chao Dang
- Subjects
Serum uric acid ,Cerebral small vessel disease ,Depressive symptoms ,Diffusion tensor imaging ,Structural brain networks ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Cerebral small vessel disease (SVD) may be associated with an increased risk of depressive symptoms. Serum uric acid (SUA), an antioxidant, may be involved in the occurrence and development of depressive symptoms, but the mechanism remains unknown. Moreover, the relationship between structural brain networks and SUA has not been explored. This study examined the relationship between SUA and depressive symptoms in patients with SVD using graph theory analysis. We recruited 208 SVD inpatients and collected fasting blood samples upon admission. Depressive symptoms were assessed using the 24-item Hamilton Depression Rating Scale (HAMD-24). Magnetic resonance imaging was used to evaluate SVD, and diffusion tensor images were used to analyze structural brain networks using graph theory. Patients with depressive symptoms (n = 34, 25.76%) compared to those without (334.53 vs 381.28 μmol/L, p = 0.017) had lower SUA levels. Graph theoretical analyses showed a positive association of SUA with betweenness centrality, nodal efficiency, and clustering coefficients and a negative correlation with the shortest path length in SVD with depressive symptoms group. HAMD scores were significantly associated with nodal network metrics in the right cerebral hemisphere. Our findings suggested that lower SUA levels are significantly associated with disrupted structural brain networks in the right cerebral hemisphere of patients with SVD who have depressive symptoms.
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- 2024
- Full Text
- View/download PDF
123. Aberrant Stress Granule Dynamics and Aggrephagy in ALS Pathogenesis
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Jiayu Gu, Yi Zhang, and Qiming Sun
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amyotrophic lateral sclerosis ,QH301-705.5 ,Chemistry ,Autophagy ,Cellular homeostasis ,Aggrephagy ,Review ,General Medicine ,Gene mutation ,Protein aggregation ,Cytoplasmic Granules ,stress granule ,Cell biology ,Cytosol ,neurodegenerative disease ,Stress granule ,Macroautophagy ,Animals ,Humans ,phase separation ,Biology (General) ,aggrephagy ,Ribonucleoprotein - Abstract
Stress granules are conserved cytosolic ribonucleoprotein (RNP) compartments that undergo dynamic assembly and disassembly by phase separation in response to stressful conditions. Gene mutations may lead to aberrant phase separation of stress granules eliciting irreversible protein aggregations. A selective autophagy pathway called aggrephagy may partially alleviate the cytotoxicity mediated by these protein aggregates. Cells must perceive when and where the stress granules are transformed into toxic protein aggregates to initiate autophagosomal engulfment for subsequent autolysosomal degradation, therefore, maintaining cellular homeostasis. Indeed, defective aggrephagy has been causally linked to various neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS). In this review, we discuss stress granules at the intersection of autophagy and ALS pathogenesis.
- Published
- 2021
124. Multi-electron reduction process for boosting ammonia photosynthesis using graphene-modified red phosphorus
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Yalin Yu, Xiangyang Fu, Jiayu Gu, Fang Jiang, Xin Wang, and Huan Chen
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Graphene ,Phosphorus ,General Physics and Astronomy ,chemistry.chemical_element ,02 engineering and technology ,Surfaces and Interfaces ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Photochemistry ,01 natural sciences ,Nitrogen ,0104 chemical sciences ,Surfaces, Coatings and Films ,law.invention ,Ammonia production ,Electron transfer ,Ammonia ,chemistry.chemical_compound ,chemistry ,law ,Photocatalysis ,0210 nano-technology ,Lone pair - Abstract
As a green and sustainable approach, nitrogen photofixation makes a strong contribution in suppressing the energy crisis. Boosting ammonia photosynthesis efficiency without additional sacrificial agents remains a significant challenge. In this study, an electron-rich reduced graphite oxide-modified red phosphorus (rGORP) was synthesized for ammonia visible-light photo-production. The rGORP composite retained the lattice structure of RP, activating N N through the acceptance and donation of electrons during nitrogen photofixation. Moreover, the incorporation of rGO increased the number of lone pairs of electrons and optimized the band structure of rGORP as well. Benefiting from appropriate conduction band, sufficient electrons, and effective electron transfer in 0.02rGORP (0.02 is the mass ratio of rGO to RP), activated N2 could be reduced into ammonia by a simultaneous three-electron reduction process, with a high ammonia synthesis rate of 7.74 mg/(L⋅h) without any organic scavengers. The system restricted the intermediate products formation and elevated the photocatalytic efficiency, thereby extending the application of non-metal materials in nitrogen photofixation.
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- 2021
125. RNAseq analysis reveals pathways and candidate genes associated with salinity tolerance in a spaceflight-induced wheat mutant
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Linshu Zhao, Junhui Li, Luxiang Liu, Hongchun Xiong, Huijun Guo, Shirong Zhao, Jiayu Gu, and Yongdun Xie
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0106 biological sciences ,0301 basic medicine ,Salinity ,Candidate gene ,Science ,Mutant ,Adaptation, Biological ,Mutagenesis (molecular biology technique) ,Biology ,Polymorphism, Single Nucleotide ,01 natural sciences ,Article ,Transcriptome ,03 medical and health sciences ,INDEL Mutation ,Gene Expression Regulation, Plant ,Stress, Physiological ,KEGG ,Triticum ,Genetics ,Multidisciplinary ,Sequence Analysis, RNA ,Weightlessness ,Gene Expression Profiling ,Wild type ,Salt Tolerance ,Space Flight ,Sodium ion transport ,Phenotype ,030104 developmental biology ,Mutation ,Medicine ,010606 plant biology & botany - Abstract
Salinity stress has become an increasing threat to food security worldwide and elucidation of the mechanism for salinity tolerance is of great significance. Induced mutation, especially spaceflight mutagenesis, is one important method for crop breeding. In this study, we show that a spaceflight-induced wheat mutant, named salinity tolerance 1 (st1), is a salinity-tolerant line. We report the characteristics of transcriptomic sequence variation induced by spaceflight, and show that mutations in genes associated with sodium ion transport may directly contribute to salinity tolerance in st1. Furthermore, GO and KEGG enrichment analysis of differentially expressed genes (DEGs) between salinity-treated st1 and wild type suggested that the homeostasis of oxidation-reduction process is important for salt tolerance in st1. Through KEGG pathway analysis, “Butanoate metabolism” was identified as a new pathway for salinity responses. Additionally, key genes for salinity tolerance, such as genes encoding arginine decarboxylase, polyamine oxidase, hormones-related, were not only salt-induced in st1 but also showed higher expression in salt-treated st1 compared with salt-treated WT, indicating that these genes may play important roles in salinity tolerance in st1. This study presents valuable genetic resources for studies on transcriptome variation caused by induced mutation and the identification of salt tolerance genes in crops.
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- 2017
126. Organic/Inorganic Self-Assembled Hybrid Nano-Architectures for Cancer Therapy Applications.
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Chengbin Yang, Zheng-Ian Lin, Jian-An Chen, Zhourui Xu, Jiayu Gu, Wing-Cheung Law, Jason Hsiao Chun Yang, and Chih-Kuang Chen
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- 2022
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127. Enhancement of dwarf wheat germplasm with high-yield potential derived from induced mutagenesis
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Junhui Li, Linshu Zhao, Huijun Guo, Luxiang Liu, Hongchun Xiong, Shirong Zhao, Jiayu Gu, and Yongdun Xie
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0106 biological sciences ,0301 basic medicine ,Genetics ,Germplasm ,Genetic diversity ,Mutant ,food and beverages ,Plant Science ,Biology ,01 natural sciences ,Dwarfing ,03 medical and health sciences ,030104 developmental biology ,Induced mutagenesis ,Yield (chemistry) ,Botany ,Gibberellin ,Agronomy and Crop Science ,Gene ,010606 plant biology & botany - Abstract
The dwarfing wheat (Triticum aestivum L.) breeding has promoted a dramatic increase in yields. Since the utilized dwarfing genes in wheat are very limited, identification of novel dwarfing genes is necessary for improving the genetic diversity of wheat. In this study, more than 300 dwarfing wheat lines from induced mutation were screened by kompetitive allele-specific PCR and gibberellin (GA) treatment. The 17.49% of Rht-D1b and 1.37% of Rht-B1b dwarfing mutants were identified in this mutant group. Additionally, Rht-D1b mutants showed more effective in reduction of plant height and higher 1000-grain weight comparing with that of Rht-B1b mutants. By combing with comparison of yield components and expression profile of GA biosynthetic genes with wild-type, the GA-responsive mutant dm15 without directly involvement in GA metabolism, significantly increased 1000-grain weight but no change of other yield components in two locations of field experiments. Meanwhile, another elite mutant dm11 with change of GA biosynthetic genes expression was also identified. These mutants will be promising candidates for dwarfing wheat breeding.
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- 2016
128. Identification of novel alleles induced by EMS-mutagenesis in key genes of kernel hardness and starch biosynthesis in wheat by TILLING
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Yongbin Wang, Wenjie Li, Luxiang Liu, Bao-Cun Zhao, Guangjin Wang, Huijun Guo, Yongdun Xie, Linshu Zhao, Shirong Zhao, and Jiayu Gu
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0106 biological sciences ,0301 basic medicine ,Genetics ,Silent mutation ,Mutation rate ,Mutation ,Ethyl methanesulfonate ,Point mutation ,Nonsense mutation ,Biology ,medicine.disease_cause ,01 natural sciences ,Biochemistry ,Frameshift mutation ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,chemistry ,medicine ,Missense mutation ,Molecular Biology ,010606 plant biology & botany - Abstract
To identify novel allelic variations in key genes of wheat quality, the present study used the targeting induced local lesions in genomes platform to detect point mutations in target genes. The wheat variety Longfumai 17 was treated by the mutagen ethyl methanesulfonate to produce a bulk M2 generation, and the population included 1122 plants. A total length of 3906.80 kb nucleotides was analyzed, and the average mutation density was 1/244.17 kb. The identified mutations included G>A substitutions (43.75%), C>T substitutions (31.25%), A insertions (12.50%), T insertions (6.25%), and deletions (6.25%). These point mutations led to changes in amino acids and thus the encoded protein sequences, ultimately producing 18.75% of missense mutations, 12.50% of frame shift mutations, 6.25% of nonsense mutations, 25.00% of silent mutations and 37.50% of non-coding region mutations. In the kernel hardness gene Pinb and 3 starch synthesis genes waxy, Agp2 and SSIIa-A, we detected 16 different point mutations in 25 mutant lines. The Pinb gene harbored two missense mutations and a nonsense mutation; the C>T missense mutation resulted in a novel allele, this novel allele and the nonsense mutation alerted protein 3D structure; the waxy gene presented missense and frame shift mutations; the Agp2 gene carried a missense mutation; the SSIIa-A incurred a missense mutation and a frame shift mutation that resulted in premature protein termination. All the frame shift mutations, nonsense mutations and the Pinb novel allele resulted in allelic variation of their corresponding genes, which in turn affected their gene functions. The identified mutant lines can be used as intermediate materials in wheat quality improvement schemes.
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- 2016
129. Identification of the vernalization gene VRN-B1 responsible for heading date variation by QTL mapping using a RIL population in wheat
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Yuting Li, Huijun Guo, Linshu Zhao, Shirong Zhao, Jiayu Gu, Yuping Ding, Yongdun Xie, Hongchun Xiong, Luxiang Liu, and Chunyun Zhou
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0106 biological sciences ,0301 basic medicine ,Genetic Markers ,Heading (navigation) ,Time Factors ,BSR-Seq ,Vrn-B1 ,Genotype ,Genetic Linkage ,Population ,Quantitative Trait Loci ,Genetic mapping ,Plant Science ,Flowers ,Quantitative trait locus ,Biology ,Heading time ,01 natural sciences ,03 medical and health sciences ,Gene mapping ,lcsh:Botany ,education ,Gene ,Triticum ,Plant Proteins ,Genetics ,education.field_of_study ,Bulked segregant analysis ,Chromosome Mapping ,Vernalization ,Introns ,lcsh:QK1-989 ,Plant Breeding ,030104 developmental biology ,Phenotype ,Metabolic pathways ,Wheat ,Fatty acid elongation ,Metabolic Networks and Pathways ,010606 plant biology & botany ,Research Article - Abstract
Background Heading time is one of the most important agronomic traits in wheat, as it largely affects both adaptation to different agro-ecological conditions and yield potential. Identification of genes underlying the regulation of wheat heading and the development of diagnostic markers could facilitate our understanding of genetic control of this process. Results In this study, we developed 400 recombinant inbred lines (RILs) by crossing a γ-ray-induced early heading mutant (eh1) with the late heading cultivar, Lunxuan987. Bulked Segregant Analysis (BSA) of both RNA and DNA pools consisting of various RILs detected a quantitative trait loci (QTL) for heading date located on chromosomes 5B, and further genetic linkage analysis limited the QTL to a 3.31 cM region. We then identified a large deletion in the first intron of the vernalization gene VRN-B1 in eh1, and showed it was associated with the heading phenotype in the RIL population. However, it is not the mutation loci that resulted in early heading phonotype in the mutant compared to that of wildtype. RNA-seq analysis suggested that Vrn-B3 and several newly discovered genes, including beta-amylase 1 (BMY1) and anther-specific protein (RTS), were highly expressed in both the mutant and early heading pool with the dominant Vrn-B1 genotype compared to that of Lunxuan987 and late heading pool. Enrichment analysis of differentially expressed genes (DEGs) identified several key pathways previously reported to be associated with flowering, including fatty acid elongation, starch and sucrose metabolism, and flavonoid biosynthesis. Conclusion The development of new markers for Vrn-B1 in this study supplies an alternative solution for marker-assisted breeding to optimize heading time in wheat and the DEGs analysis provides basic information for VRN-B1 regulation study.
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- 2019
130. Visible-light photocatalytic degradation of bisphenol A using cobalt-to-oxygen doped graphitic carbon nitride with nitrogen vacancies via metal-to-ligand charge transfer
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Jiayu Gu, Rui Liu, Yalin Yu, Huan Chen, Shangdi Wu, Fang Jiang, and Zhe Wang
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inorganic chemicals ,021110 strategic, defence & security studies ,Environmental Engineering ,Materials science ,Health, Toxicology and Mutagenesis ,Doping ,0211 other engineering and technologies ,Graphitic carbon nitride ,Ionic bonding ,chemistry.chemical_element ,02 engineering and technology ,010501 environmental sciences ,Photochemistry ,01 natural sciences ,Pollution ,Nitrogen ,Electron transfer ,chemistry.chemical_compound ,chemistry ,Photocatalysis ,Environmental Chemistry ,Waste Management and Disposal ,Cobalt oxide ,Cobalt ,0105 earth and related environmental sciences - Abstract
As an environmentally friendly and promising semiconductor, graphitic carbon nitride (g-C3N4) was widely used in photocatalytic treatment of aqueous organic pollutants. In this study, cobalt-to-oxygen doped graphitic carbon nitride with feeble nitrogen vacancies (Co-OCNVN) as metal-to-ligand charge transfer was synthesized via a facile thermal polymerization method with low cost and non-toxic precursors. The oxygen doped graphitic carbon nitride with feeble nitrogen vacancies (OCNVN) ligand was successfully formed and cobalt was presented in OCNVN in an ionic form (in the form of Co2+-Nx). The cobalt atoms were chemically coordinated to the OCNVN matrix rather than forming cobalt oxide on the surface of OCNVN. The embedded cobalt atoms maintained the absorption margin of ligand OCNVN (up to 700 nm) and served as the separation centers to promote the interfacial electron transfer as well. Due to the synergistic effects of the embedded cobalt atoms and oxygen doping, the Co-OCNVN showed an outstanding activity for the visible-light photocatalytic oxidation of endocrine disruptor bisphenol A (BPA).
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- 2019
131. Negative regulation of miR-1275 by H3K27me3 is critical for glial induction of glioblastoma cells
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Ying Ouyang, Zhu Zhu, Fan Xing, Jiayu Gu, Longxiang Sheng, Jing Cai, Ying Liu, Cui Guo, Ke Sai, Xiaozhi Yang, Yaqian Tan, Wanjun Lu, Xingwen Su, Jingyi Wang, Shu xin Sun, Wenbo Zhu, Hongjiaqi Sun, Zhijie Chen, Chuntao Li, Bingzheng Lu, Guangmei Yan, Wei Yin, Yuan Lin, Lin Cao, Pengxin Qiu, Jiankai Liang, Dongdong Xue, Xincheng Liu, and Jialuo Mai
- Subjects
0301 basic medicine ,Cancer Research ,H3K27me3 ,Down-Regulation ,macromolecular substances ,lcsh:RC254-282 ,Methylation ,GBM ,Histones ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Downregulation and upregulation ,Differentiation therapy ,Glioma ,Cell Line, Tumor ,cAMP ,microRNA ,Genetics ,medicine ,Animals ,Humans ,Cyclic adenosine monophosphate ,Protein kinase A ,Research Articles ,Mice, Inbred BALB C ,Glial fibrillary acidic protein ,biology ,Brain Neoplasms ,General Medicine ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Cell biology ,Gene Expression Regulation, Neoplastic ,MicroRNAs ,030104 developmental biology ,differentiation therapy ,Oncology ,chemistry ,030220 oncology & carcinogenesis ,biology.protein ,miR‐1275 ,Molecular Medicine ,Female ,Stem cell ,Glioblastoma ,Transcriptome ,Neuroglia ,Research Article - Abstract
Activation of the cyclic adenosine monophosphate/protein kinase A (cAMP/PKA) pathway induces glial differentiation of glioblastoma (GBM) cells, but the mechanism by which microRNA (miRNA) regulate this process remains poorly understood. In this study, by performing miRNA genomics and loss- and gain-of-function assays in dibutyryl-cAMP-treated GBM cells, we identified a critical negative regulator, hsa-miR-1275, that modulates a set of genes involved in cancer progression, stem cell maintenance, and cell maturation and differentiation. Additionally, we confirmed that miR-1275 directly and negatively regulates the protein expression of glial fibrillary acidic protein (GFAP), a marker of mature astrocytes. Of note, tri-methyl-histone H3 (Lys27) (H3K27me3), downstream of the PKA/polycomb repressive complex 2 (PRC2) pathway, accounts for the downregulation of miR-1275. Furthermore, decreased miR-1275 expression and induction of GFAP expression were also observed in dibutyryl-cAMP-treated primary cultured GBM cells. In a patient-derived glioma stem cell tumor model, a cAMP elevator and an inhibitor of H3K27me3 methyltransferase inhibited tumor growth, induced differentiation, and reduced expression of miR-1275. In summary, our study shows that epigenetic inhibition of miR-1275 by the cAMP/PKA/PRC2/H3K27me3 pathway mediates glial induction of GBM cells, providing a new mechanism and novel targets for differentiation-inducing therapy.
- Published
- 2019
132. A combined association mapping and t-test analysis of SNP loci and candidate genes involving in resistance to low nitrogen traits by a wheat mutant population
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Chunyun Zhou, Huijun Guo, Linshu Zhao, Shirong Zhao, Jiayu Gu, Luxiang Liu, Yuping Ding, Xiaotong Guo, Hongchun Xiong, and Yongdun Xie
- Subjects
0106 biological sciences ,0301 basic medicine ,Candidate gene ,Plant Science ,Plant Genetics ,01 natural sciences ,Association mapping ,Triticum ,Plant Proteins ,Genetics ,education.field_of_study ,Multidisciplinary ,Eukaryota ,Chromosome Mapping ,food and beverages ,Genomics ,Plants ,Plants, Genetically Modified ,Phenotypes ,Phenotype ,Wheat ,Medicine ,Genome, Plant ,Research Article ,SNP array ,Genetic Markers ,Genotype ,Nitrogen ,Science ,Quantitative Trait Loci ,Population ,Single-nucleotide polymorphism ,Biology ,Quantitative trait locus ,Polymorphism, Single Nucleotide ,Chromosomes, Plant ,Molecular Genetics ,03 medical and health sciences ,Genome-Wide Association Studies ,Grasses ,education ,Molecular Biology ,Crop Genetics ,Organisms ,Biology and Life Sciences ,Computational Biology ,Human Genetics ,Phenotypic trait ,Genome Analysis ,030104 developmental biology ,Genetic Loci ,Seedlings ,Genetic marker ,Mutation ,Genome-Wide Association Study ,010606 plant biology & botany - Abstract
Crop productivity is highly dependent on the application of N fertilizers, but ever-increasing N application is causing serious environmental impacts. To facilitate the development of new wheat cultivars that can thrive in low N growth conditions, key loci and genes associated with wheat responses to low N must be identified. In this GWAS and t-test study of 190 M6 mutant wheat lines (Jing 411-derived) based on genotype data from the wheat 660k SNP array, we identified a total of 221 significant SNPs associated four seedling phenotypic traits that have been implicated in resistance to low N: relative root length, relative shoot length, relative root weight, and relative shoot weight. Notably, we detected large numbers of significantly associated SNP in what appear to be genomic 'hotspots' for resistance to low N on chromosomes 2A and 6B, strongly suggesting that these regions are functionally related to the resistance phenotypes that we observed in some of the mutant lines. Moreover, the candidate genes, including genes encoding high-affinity nitrate transporter 2.1, gibberellin responsive protein, were identified for resistance to low N. This study raises plausible mechanistic hypotheses that can be evaluated in future applied or basic efforts by breeders or plant biologists seeking to develop new high-NUE wheat cultivars.
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- 2019
133. MOESM4 of Functional mutation allele mining of plant architecture and yield-related agronomic traits and characterization of their effects in wheat
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Huijun Guo, Hongchun Xiong, Yongdun Xie, Linshu Zhao, Jiayu Gu, Shirong Zhao, Yuping Ding, and Luxiang Liu
- Abstract
Additional file 4: Figure S3. The QQ plots from genome-wide association analysis of the investigated traits across environments.
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- 2019
- Full Text
- View/download PDF
134. Molecular mechanism of ethanol-H2 co-production fermentation in anaerobic acidogenesis: Challenges and perspectives
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Zhen Li, Jie Ding, Jiayu Gu, Nanqi Ren, and Defeng Xing
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0106 biological sciences ,0303 health sciences ,Acidogenesis ,biology ,Methanogenesis ,Chemistry ,Microorganism ,Bioengineering ,Metabolism ,biology.organism_classification ,01 natural sciences ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Biochemistry ,010608 biotechnology ,Biohydrogen ,Fermentation ,Bacteria ,Ferredoxin ,030304 developmental biology ,Biotechnology - Abstract
Ethanol-type fermentation (ETF) is one of three fermentation types during the acidogenesis of the anaerobic biological treatment. Ethanoligenens, a representative genus of ETF, displays acidophilic, autoaggregative, and ethanol-H2 co-producing characteristics and facilitates subsequent methanogenesis. Here, the latest advances in the molecular mechanisms of the metabolic regulation of ethanol-H2 co-producing bacteria based on multi-omics studies were comprehensively reviewed. Comparative genomics demonstrated a low genetic similarity between Ethanoligenens and other hydrogen-producing genera. FeFe‑hydrogenases (FeFe-H2ases) and pyruvate ferredoxin oxidoreductase (PFOR) played critical roles in the ethanol-H2 co-metabolic pathway of Ethanoligenens. Global transcriptome analysis revealed that highly expressed [FeFe]-H2ases and ferredoxins drove hydrogen production by Ethanoligenens at low pH conditions (4.0-4.5). Quantitative proteomic analysis also proved that this genus resists acetic acid-induced intracellular acidification through the up-regulated expression of pyrimidine metabolism related proteins. The autoaggregation of Ethanoligenen facilitated its granulation with acetate-oxidizing bacteria in co-culture systems and mitigated a fast pH drop, providing a new approach for solving a pH imbalance and improving hydrogen production. In-depth studies of the regulatory mechanism underlying ethanol-H2 co-production metabolism and the syntrophic interactions of ethanol-H2 co-producing Ethanoligenens with other microorganisms will provide insights into the improvement of bioenergy recovery in anaerobic biotechnology. The coupling of ETF with other biotechnologies, which based on the regulation of electron flow direction, syntrophic interaction, and metabolic flux, can be potential strategies to enhance the cascade recovery of energy and resources.
- Published
- 2021
135. Kinetic interactions of nanocomplexes between astaxanthin esters with different molecular structures and β-lactoglobulin
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Xing Qiao, Yunrui Cao, Jiayu Gu, Changhu Xue, Zhaojie Li, Lu Yang, and Jie Xu
- Subjects
Molecular model ,Molecular simulation ,Lactoglobulins ,Xanthophylls ,Kinetic energy ,01 natural sciences ,Analytical Chemistry ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Computational chemistry ,Astaxanthin ,Spectral analysis ,chemistry.chemical_classification ,Carbon chain ,Binding Sites ,Chemistry ,010401 analytical chemistry ,Fatty acid ,Esters ,04 agricultural and veterinary sciences ,General Medicine ,040401 food science ,Nanostructures ,0104 chemical sciences ,Kinetics ,Hydrophobic and Hydrophilic Interactions ,Food Science - Abstract
The influence of different fatty acid carbon chains on the kinetic interactions of nanocomplexes between esterified astaxanthin (E-Asta) and β-lactoglobulin (β-Lg) were investigated by multi-spectroscopy and molecular modeling techniques. We synthesized ten different E-Asta bound to β-Lg and formed nanocomplexes (300 nm). Fluorescence spectroscopy showed moderate affinities (binding constants Ka = 10
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- 2021
136. T-linker-specific ligation PCR (T-linker PCR): an advanced PCR technique for chromosome walking or for isolation of tagged DNA ends
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Yuanxin, Yan, Chengcai, An, Li, Li, Jiayu, Gu, Guihong, Tan, and Zhangliang, Chen
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- 2003
137. Hydrothermal synthesis of 3D/2D heterojunctions of ZnIn2S4/oxygen doped g-C3N4 nanosheet for visible light driven photocatalysis of 2,4-dichlorophenoxyacetic acid degradation
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Jiayu Gu, Ahmed Uddin, Tahir Muhmood, Zichang Guo, Fang Jiang, and Huan Chen
- Subjects
Materials science ,Nanocomposite ,Mechanical Engineering ,Metals and Alloys ,Graphitic carbon nitride ,Heterojunction ,Hydrothermal circulation ,chemistry.chemical_compound ,chemistry ,Chemical engineering ,Mechanics of Materials ,Materials Chemistry ,Photocatalysis ,Hydrothermal synthesis ,Nanosheet ,Visible spectrum - Abstract
This study focused on the fabrication of a peculiar 3D/2D ZnIn2S4/oxygen-doped graphitic carbon nitride (ZnIn2S4/SO-GCN) through a simple hydrothermal method. The flower-like morphology of hexagonal ZnIn2S4 disperse on the SO-GCN nanosheets are evidenced by XRD, scanning and transmission electron microscopy. The as-synthesized nanocomposites were intensively applied for the visible light photocatalytic removal of aqueous phase 2,4-D. The heterojunction creation and the well-developed combined interface between ZnIn2S4 and SO-GCN significantly increases its photogenerated charge separation capability. The photo-degradation mechanism disclose that the heterojunction has improved catalytic degradation activity, due to efficient transferring of photogenerated electron-holes pairs. Under visible-light irradiation, these nanocomposites showed 3–5 times higher degradation rate of 2,4-D (i.e. 0.0112/min, by 30%-ZnIn2S4/SO-GCN), as compared to solo ZnIn2S4 and SO-GCN, attributed to the composite’s synergistic effect in unique 3D/2D heterojunction, that accelerates the electron-hole separation. The h+ and •OH species contribute a noteworthy role in the degradation process of 2,4-D over 30%-ZnIn2S4/SO-GCN. In addition, the synthesized nanocomposites sustained their reusability performance in five cyclic run. Our research have implications of constructing 3D/2D nanocomposites which is beneficial for scalable solution of efficient photocatalysts.
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- 2020
138. Judicial nested named entity recognition method with MRC framework
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Hu Zhang, Jiayu Guo, Yujie Wang, Zhen Zhang, and Hansen Zhao
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Named entity recognition ,Machine reading comprehension ,Nested named entities ,Wisdom justice ,Electronic computers. Computer science ,QA75.5-76.95 ,Science - Abstract
Judicial named entity recognition (JNER) is a basic task of judicial intelligence and judicial service informatization. At present, the research of JNER has attracted extensive attention. However, the existing JNER methods usually can only assign a single label to a token in the input sequence, which is not applicable to nested entities where a token may be assigned two or more different labels at the same time. Therefore, this paper introduces the machine reading comprehension (MRC) framework into JNER, and proposes a judicial nested NER method based on the MRC. Firstly, we design the question template according to the characteristics of judicial nested named entities, and construct the legal text named entity dataset in MRC format. Next, we introduce the span extraction MRC model based on the pre-trained to encode the question and text, and learn the context knowledge of the entity in the question. Finally, we extract the starting and end positions of the matching span respectively through two classifiers, to get the corresponding entities. The experimental results on the information extraction dataset in “CAIL2021” show, compared with the existing baseline models, the proposed method effectively improves the recognition effect of nested entities commonly existing in the judicial field.
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- 2023
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139. Risk factors and current state of therapy for anemia after kidney transplantation
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Yan Tang, Jiayu Guo, Jiangqiao Zhou, Zijie Wan, Jinke Li, and Tao Qiu
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kidney transplantation ,anemia after transplantation ,risk factors ,intervention ,research progress ,Medicine (General) ,R5-920 - Abstract
Post-transplant anemia is one of the most common complications in kidney transplant recipients, severely affecting patient prognosis and quality of life, and is an independent predictor of graft kidney loss and patient mortality. However, our clinical understanding and the attention given to post-transplant anemia are currently insufficient. This paper reviews the current status, risk factors, and therapeutic progress in anemia after transplantation in kidney transplant recipients. We recommend that clinical staff pay attention to anemia and its complications in kidney transplant recipients and intervene early for anemia.
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- 2024
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140. Gibberellins regulate the stem elongation rate without affecting the mature plant height of a quick development mutant of winter wheat ( Triticum aestivum L.)
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Ning Zhang, Linshu Zhao, Zi-Wei Zhao, Hongchun Xiong, Fu-Quan Kong, Huijun Guo, Junhui Li, Shirong Zhao, Jiayu Gu, Luxiang Liu, Li Sui, and Yongdun Xie
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0106 biological sciences ,0301 basic medicine ,Germplasm ,Physiology ,Mutant ,Plant Science ,Genes, Plant ,medicine.disease_cause ,01 natural sciences ,03 medical and health sciences ,Botany ,Gene expression ,Genetics ,medicine ,Gene ,Triticum ,Plant Proteins ,Plant stem ,Mutation ,Base Sequence ,Plant Stems ,biology ,fungi ,food and beverages ,biology.organism_classification ,Gibberellins ,Biosynthetic Pathways ,Phenotype ,030104 developmental biology ,Seedling ,Gibberellin ,Seasons ,010606 plant biology & botany - Abstract
Gibberellin (GA) is essential for determining plant height. Alteration of GA content or GA signaling results in a dwarf or slender phenotype. Here, we characterized a novel wheat mutant, quick development (qd), in which GA regulates stem elongation but does not affect mature plant height. qd and wild-type plants did not exhibit phenotypic differences at the seedling stage. From jointing to heading stage, qd plants were taller than wild-type plants due to elongated cells. However, wild-type and qd plants were the same height at heading. Unlike wild-type plants, qd plants were sensitive to exogenous GA due to mutation of Rht-B1. With continuous GA stimulation, qd seedlings and adult plants were taller than wild-type. Thus, the GA content of qd plants might differ from that of wild-type during the growth process. Analysis of GA biosynthetic gene expression verified this hypothesis and showed that TaKAO, which is involved in catalyzing the early steps of GA biosynthesis, was differentially expressed in qd plants compared with wild-type. The bioactive GA associated gene TaGA20ox was downregulated in qd plants during the late growth stages. Measurements of endogenous GA content were consistent with the gene-expression analysis results. Consistent with the GA content variation, the first three basal internodes were longer and the last two internodes were shorter in qd than in wild-type plants. The qd mutant might be useful in dissecting the mechanism by which GA regulates stem-growing process, and it may be serve as a GA responsive semi-dwarf germplasm in breeding programs.
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- 2016
141. TRPM7 channel inhibition mediates midazolam-induced proliferation loss in human malignant glioma
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Jiayu Gu, Huawei Sun, Bingzheng Lu, Jialuo Mai, Xiaofang Lu, Jun Lin, Guangmei Yan, Ying Ouyang, Yunling Dou, Wenbo Zhu, Fan Xing, Tiandong Leng, Xiaoke Zheng, and Jingkao Chen
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0301 basic medicine ,Cell cycle checkpoint ,Databases, Factual ,Midazolam ,Blotting, Western ,Fluorescent Antibody Technique ,TRPM Cation Channels ,chemistry.chemical_element ,Apoptosis ,Protein Serine-Threonine Kinases ,Pharmacology ,Calcium ,Biology ,Real-Time Polymerase Chain Reaction ,03 medical and health sciences ,Transient receptor potential channel ,0302 clinical medicine ,TRPM7 ,Glioma ,Image Processing, Computer-Assisted ,Tumor Cells, Cultured ,medicine ,Data Mining ,Humans ,RNA, Messenger ,RNA, Small Interfering ,Cell Proliferation ,Messenger RNA ,Reverse Transcriptase Polymerase Chain Reaction ,Cell Cycle ,General Medicine ,medicine.disease ,030104 developmental biology ,Anti-Anxiety Agents ,chemistry ,030220 oncology & carcinogenesis ,medicine.drug - Abstract
The melastatin-like transient receptor potential 7 (TRPM7) has been implicated in proliferation or apoptosis of some cancers, indicating the potential of TRPM7 as an anti-anaplastic target. Here, we identified the characteristic TRPM7 channel currents in human malignant glioma MGR2 cells, which could be blocked by a pharmacologic inhibitor Gd3+. We mined the clinical sample data from Oncomine Database and found that human malignant glioma tissues expressed higher TRPM7 mRNA than normal brain ones. Importantly, we identified a widely used clinical anesthetic midazolam as a TRPM7 inhibitor. Midazolam treatment for seconds suppressed the TRPM7 currents and calcium influx, and treatment for 48 h inhibited the TRPM7 expression. The inhibitory effect on TRPM7 accounts for the proliferation loss and G0/G1 phase cell cycle arrest induced by midazolam. Our data demonstrates that midazolam represses proliferation of human malignant glioma cells through inhibiting TRPM7 currents, which may be further potentiated by suppressing the expression of TRPM7. Our result indicates midazolam as a pharmacologic lead compound with brain-blood barrier permeability for targeting TRPM7 in the glioma.
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- 2016
142. Relevance of airport accessibility and airport competition
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Jiayu Gu, Songyi Hua, and Danwen Bao
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050210 logistics & transportation ,Amenity ,Strategy and Management ,05 social sciences ,ComputerApplications_COMPUTERSINOTHERSYSTEMS ,Transportation ,Paper based ,010501 environmental sciences ,Management, Monitoring, Policy and Law ,01 natural sciences ,Competition (economics) ,Transport engineering ,ComputerApplications_MISCELLANEOUS ,0502 economics and business ,Relevance (information retrieval) ,Business ,China ,Law ,0105 earth and related environmental sciences ,Panel data - Abstract
Airport accessibility is an important criterion for airport competition. The relevance of airport accessibility and airport competition was studied in this paper based on the panel data collected from nine large airports in Jiangsu province, China from 2005 to 2014. The results showed that the cost of expense, time and fatigue for the arrival at the airport are proposed to quantify levels of fastness, economy and amenity for the passengers to arrive at airport. The airport accessibility is significantly affected by airport passenger traffic and airline frequency. The passenger traffic can be increased by 2% with 1% increase of airport accessibility based on the analysis results of the nine large airports in Jiangsu province.
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- 2016
143. Factor analysis based on SHapley Additive exPlanations for sepsis-associated encephalopathy in ICU mortality prediction using XGBoost — a retrospective study based on two large database
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Jiayu Guo, Hongtao Cheng, Zicheng Wang, Mengmeng Qiao, Jing Li, and Jun Lyu
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sepsis-associated encephalopathy (SAE) ,XGBoost ,SHAP (SHapley Additive exPlanations) ,ICU mortality ,eICU-CRD ,MIMIC-IV ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
ObjectiveSepsis-associated encephalopathy (SAE) is strongly linked to a high mortality risk, and frequently occurs in conjunction with the acute and late phases of sepsis. The objective of this study was to construct and verify a predictive model for mortality in ICU-dwelling patients with SAE.MethodsThe study selected 7,576 patients with SAE from the MIMIC-IV database according to the inclusion criteria and randomly divided them into training (n = 5,303, 70%) and internal validation (n = 2,273, 30%) sets. According to the same criteria, 1,573 patients from the eICU-CRD database were included as an external test set. Independent risk factors for ICU mortality were identified using Extreme Gradient Boosting (XGBoost) software, and prediction models were constructed and verified using the validation set. The receiver operating characteristic (ROC) and the area under the ROC curve (AUC) were used to evaluate the discrimination ability of the model. The SHapley Additive exPlanations (SHAP) approach was applied to determine the Shapley values for specific patients, account for the effects of factors attributed to the model, and examine how specific traits affect the output of the model.ResultsThe survival rate of patients with SAE in the MIMIC-IV database was 88.6% and that of 1,573 patients in the eICU-CRD database was 89.1%. The ROC of the XGBoost model indicated good discrimination. The AUCs for the training, test, and validation sets were 0.908, 0.898, and 0.778, respectively. The impact of each parameter on the XGBoost model was depicted using a SHAP plot, covering both positive (acute physiology score III, vasopressin, age, red blood cell distribution width, partial thromboplastin time, and norepinephrine) and negative (Glasgow Coma Scale) ones.ConclusionA prediction model developed using XGBoost can accurately predict the ICU mortality of patients with SAE. The SHAP approach can enhance the interpretability of the machine-learning model and support clinical decision-making.
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- 2023
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144. Downregulation of ACE2 expression by SARS-CoV-2 worsens the prognosis of KIRC and KIRP patients via metabolism and immunoregulation.
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Qian Tang, Yue Wang, Ling Ou, Jieling Li, Kai Zheng, Hui Zhan, Jiayu Gu, Guibao Zhou, Shouxia Xie, Jianping Zhang, Wei Huang, Shaoxiang Wang, and Xiao Wang
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- 2021
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145. Highly efficient photodegradation of various organic pollutants in water: Rational structural design of photocatalyst via thiol-ene click reaction
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Bingcai Pan, Dongping Sun, Qianhong Gao, Xuan Zhang, Yibing Sun, Jiayu Gu, Fei Liu, and Jieshu Qian
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Chemistry ,General Chemical Engineering ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Industrial and Manufacturing Engineering ,0104 chemical sciences ,chemistry.chemical_compound ,Chemical engineering ,Bacterial cellulose ,Titanium dioxide ,Photocatalysis ,Click chemistry ,Environmental Chemistry ,Reactivity (chemistry) ,Cellulose ,0210 nano-technology ,Photodegradation ,Ene reaction - Abstract
It is of great importance to control the structure of titanium dioxide (TiO2)-based photocatalysts for the elimination of organic pollutants in water. The intrinsic highly efficient and ubiquitously employed click reaction is currently underutilized by environmental scientists. In this paper, we report the use of thiol-ene click reaction for the facile preparation of TiO2-bacterial cellulose (BC) composite using two chemically functionalized precursors, i.e. thiol-functionalized uniform TiO2 nanoparticles of different sizes and vinyl-functionalized bacterial cellulose. Results from the electron spin resonance experiments showed that one could easily increase the number of main oxidative species, i.e. OH radicals, of the BC/TiO2 composite by using smaller TiO2 nanoparticles and further nitrogen doping, exhibiting higher photocatalytic reactivity. Consequently, our photocatalysts with well structural control have demonstrated remarkably higher reactivity for the degradation of various organic molecules than many previously reported TiO2-based photocatalysts. With more virtues of excellent reusability and stability, our sample has shown its great potential for the removal of organic molecules in real polluted water. Our work has also presented a novel methodology for the design of inorganic/organic composite materials with readily tunable structure and composition since our protocol could be easily applied to other systems.
- Published
- 2020
146. In vitro fermentation of raffinose by the human gut bacteria
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Jianxin Zhao, Wei Chen, Hao Zhang, Mao Bingyong, Dongyao Li, Jiayu Gu, Cui Shumao, and Hongyu Tang
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0301 basic medicine ,Enterococcus avium ,Glycoside Hydrolases ,medicine.disease_cause ,Microbiology ,03 medical and health sciences ,chemistry.chemical_compound ,Feces ,Raffinose ,medicine ,Escherichia coli ,Flatulence ,Humans ,Melibiose ,Chromatography, High Pressure Liquid ,Human feces ,biology ,Streptococcus ,General Medicine ,biology.organism_classification ,Gastrointestinal Microbiome ,Lactobacillus ,030104 developmental biology ,Streptococcus salivarius ,chemistry ,Fermentation ,Bifidobacterium ,Bacteria ,Enterococcus ,Food Science ,Enterococcus faecium - Abstract
Raffinose has become a major focus of research interest and recent studies have shown that besides beneficial bifidobacteria and lactobacilli, Escherichia coli, Enterococcus faecium and Streptococcus pneumoniae can also utilize raffinose and raffinose might lead to flatulence in some hosts. Therefore, it is required to find out the raffinose-metabolizing bacteria in the gut and the bacteria responsible for the flatulence. The BLASTP search results showed that the homologous proteins of glycosidases related to raffinose utilization are widely distributed in 196 of the 528 gut bacterial strains. Fifty-nine bacterial strains belonging to nine species of five genera were isolated from human feces and were found to be capable of utilizing raffinose; of these species, Enterococcus avium and Streptococcus salivarius were reported for the first time. High-performance liquid chromatography (HPLC) analysis of the supernatants of the nine species revealed that the bacteria could utilize raffinose in different manners. Glucose and melibiose were detected in the supernatants of Enterococcus avium E5 and Streptococcus salivarius B5, respectively. However, no resulting saccharides of raffinose degradation were detected in the supernatants of other seven strains, indicating that they had different raffinose utilization types from Enterococcus avium E5 and Streptococcus salivarius B5. Gas was produced with raffinose utilization by Escherichia coli, Enterococcus faecium, Streptococcus macedonicus, Streptococcus pasteurianus and Enterococcus avium. Thus, more attention should be paid to the raffinose-utilizing bacteria besides bifidobacteria and further studies are required to reveal the mechanisms of raffinose utilization to clarify the relationship between raffinose and gut bacteria.
- Published
- 2018
147. Optimization of Airport Shuttle Bus Routes Based on Travel Time Reliability
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Jiayu Gu, Tianxuan Zhang, Danwen Bao, and Zhiwei Di
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050210 logistics & transportation ,Mathematical optimization ,Article Subject ,Computer science ,business.industry ,General Mathematics ,lcsh:Mathematics ,05 social sciences ,0211 other engineering and technologies ,General Engineering ,Stability (learning theory) ,02 engineering and technology ,Maximization ,lcsh:QA1-939 ,Backpropagation ,Approximation error ,lcsh:TA1-2040 ,021105 building & construction ,0502 economics and business ,Genetic algorithm ,Local search (optimization) ,Algorithm design ,business ,lcsh:Engineering (General). Civil engineering (General) ,Reliability (statistics) - Abstract
An optimization model of airport shuttle bus routes is constructed by taking operational reliability maximization as a main goal in this paper. Also, a hybrid genetic algorithm is designed to solve this problem. Then the theoretical method is applied to the case of Nanjing Lukou International Airport. During the research, a travel time reliability estimation method is proposed based on back propagation (BP) neural network. Absolute error and regression fitting methods are used to test the measurement results. It is proved that this method has higher accuracy and is applicable to calculate airport bus routes reliability. In algorithm design, the hill-climbing algorithm with strong local search ability is integrated into genetic algorithm. Initial solution is determined by hill-climbing algorithm so as to avoid the search process falling into a local optimal solution, which makes the accuracy of calculation result improved. However, the calculation results show that the optimization process of hybrid genetic algorithm is greatly affected by both the crossover rate and mutation rate. A higher mutation rate or lower crossover rate will decrease the stability of the optimization process. Multiple trials are required to determine the optimal crossover rate and mutation rate. The proposed method provides a scientific basis for optimizing the airport bus routes and improving the efficiency of airport’s external transportation services.
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- 2018
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148. The Construction of Investor Sentiment Index in China's Stock Market
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Jiayu Gu and Tao Li
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Index (economics) ,Financial economics ,Principal component analysis ,Economics ,Stock market ,China - Published
- 2018
149. Potassium Chloride as an Effective Alternative to Sodium Chloride in Delaying the Thermal Aggregation of Liquid Whole Egg
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Jiayu Guo, Xin Gao, Yujie Chi, and Yuan Chi
- Subjects
liquid whole egg ,potassium chloride ,aggregation behavior ,rheological properties ,Chemical technology ,TP1-1185 - Abstract
The potential of potassium chloride (KCl) to be used as a substitute for sodium chloride (NaCl) was studied by monitoring the effects of salt treatment on thermal behavior, aggregation kinetics, rheological properties, and protein conformational changes. The results show that the addition of KCl can improve solubility, reduce turbidity and particle size, and positively influence rheological parameters such as apparent viscosity, consistency coefficient (K value), and fluidity index (n). These changes indicate delayed thermal denaturation. In addition, KCl decreased the content of β-sheet and random coil structures and increased the content of α-helix and β-turn structures. The optimal results were obtained with 2% KCl addition, leading to an increase in Tp up to 85.09 °C. The correlation results showed that Tp was positively correlated with solubility, α-helix and β-turn but negatively correlated with ΔH, turbidity, β-sheet and random coil. Overall, compared to NaCl, 2% KCl is more effective in delaying the thermal aggregation of LWE, and these findings lay a solid theoretical foundation for the study of sodium substitutes in heat-resistant liquid egg products.
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- 2024
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150. A prediction model for high ovarian response in the GnRH antagonist protocol
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Yilin Jiang, Chenchen Cui, Jiayu Guo, Ting Wang, and Cuilian Zhang
- Subjects
GnRH antagonist protocol ,prediction model ,high ovarian response ,controlled ovarian stimulation ,nomogram ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
BackgroundsThe present study was designed to establish and validate a prediction model for high ovarian response (HOR) in the GnRH antagonist protocol.MethodsIn this retrospective study, the data of 4160 cycles were analyzed following the in vitro fertilization (IVF) at our reproductive medical center from June 2018 to May 2022. The cycles were divided into a training cohort (n=3121) and a validation cohort (n=1039) using a random sampling method. Univariate and multivariate logistic regression analyses were used to screen out the risk factors for HOR, and the nomogram was established based on the regression coefficient of the relevant variables. The area under the receiver operating characteristic curve (AUC), the calibration curve, and the decision curve analysis were used to evaluate the performance of the prediction model.ResultsMultivariate logistic regression analysis revealed that age, body mass index (BMI), follicle-stimulating hormone (FSH), antral follicle count (AFC), and anti-mullerian hormone (AMH) were independent risk factors for HOR (all P< 0.05). The prediction model for HOR was constructed based on these factors. The AUC of the training cohort was 0.884 (95% CI: 0.869–0.899), and the AUC of the validation cohort was 0.884 (95% CI:0.863–0.905).ConclusionThe prediction model can predict the probability of high ovarian response prior to IVF treatment, enabling clinicians to better predict the risk of HOR and guide treatment strategies.
- Published
- 2023
- Full Text
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