18 results on '"Yufeng Yang"'
Search Results
2. Impact of Environment on the SpatioTemporal Distribution of Rotifers in the Tidal Guangzhou Segment of the Pearl River Estuary, China.
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Qing Wang, Yufeng Yang, and Jufang Chen
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ROTIFERA , *SPECIES distribution , *PLANT species , *CHLOROPHYLL , *HYDRODYNAMICS - Abstract
Rotifers were studied at two sites Zhongda and Huangpu in the tidal Guangzhou segment of the Pearl River in China, from April 2004 to March 2007. Fiftysix species were recorded. Rotifers were most abundant during late fall. Overall, densities ranged from 4 to 5975 ind. L–1, with mean densities of 1627 ± 233 ind. L–1at Zhongda and 1051 ± 147 ind. L–1at Huangpu. There was a positive correlation between rotifer density and chlorophyll aconcentration at both sites. At Huangpu, rotifer abundance was significantly negatively correlated with salinity. Analysis of partial correlations suggested that the fluvial hydrodynamics and the physicochemical characteristics of the river affected chlorophyll and the development of rotifer populations was determined by chlorophyll in the lower reaches of Pearl River. The results also show that rotifer density estimates are significantly affected by sampling method. © 2009 WILEYVCH Verlag GmbH & Co. KGaA, Weinheim [ABSTRACT FROM AUTHOR]
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- 2009
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3. Pinki regulates mitochondrial dynamics through interaction with the fission/fusion machinery.
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Yufeng Yang, Yingshi Ouyang, Lichuan Yang, Beal, M. Flint, McQuibban, Angus, Vogel, Hannes, and Bingwei Lu
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MATERIAL plasticity , *NEURONS , *MITOCHONDRIA , *NEURODEGENERATION , *PARKINSON'S disease - Abstract
Mitochondria form dynamic tubular networks that undergo frequent morphological changes through fission and fusion, the imbalance of which can affect cell survival in general and impact synaptic transmission and plasticity in neurons in particular. Some core components of the mitochondrial fission/fusion machinery, including the dynamin-like GTPases Drp1, Mitofusin, Opa1, and the Drp1-interacting protein Fis1, have been identified. How the fission and fusion processes are regulated under normal conditions and the extent to which defects in mitochondrial fission/fusion are involved in various disease conditions are poorly understood. Mitochondrial malfunction tends to cause diseases with brain and skeletal muscle manifestations and has been implicated in neurodegenerative diseases such as Parkinson's disease (PD). Whether abnormal mitochondrial fission or fusion plays a role in PD pathogenesis has not been shown. Here, we show that Pink1, a mitochondria-targeted Ser/Thr kinase linked to familial PD, genetically interacts with the mitochondrial fission/fusion machinery and modulates mitochondrial dynamics. Genetic manipulations that promote mitochondrial fission suppress Drosophila Pink 1 mutant phenotypes in indirect flight muscle and dopamine neurons, whereas decreased fission has opposite effects. In Drosophila and mammalian cells, overexpression of Pink1 promotes mitochondrial fission, whereas inhibition of Pink1 leads to excessive fusion. Our genetic interaction results suggest that Fis1 may act in-between Pink1 and Drp1 in controlling mitochondrial fission. These results reveal a cell biological role for Pink1 and establish mitochondrial fission/fusion as a paradigm for PD research. Compounds that modulate mitochondrial fission/fusion could have therapeutic value in PD intervention. [ABSTRACT FROM AUTHOR]
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- 2008
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4. Mitochondrial pathology and muscle and dopaminergic neuron degeneration caused by inactivation of Drosophila Pinki is rescued by Parkin.
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Yufeng Yang, Gehrke, Stephan, Imai, Yuzuru, Zhinong Huang, Yingshi Ouyang, Ji-Wu Wang, Lichuan Yang, Beal, M. Flint, Vogel, Hannes, and Bingwei Lu
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MITOCHONDRIAL pathology , *DOPAMINERGIC neurons , *PARKINSON'S disease , *DEGENERATION (Pathology) , *MUSCLE diseases , *DROSOPHILA , *MEDICAL genetics - Abstract
Mutations in Pink1, a gene encoding a Ser/Thr kinase with a mitochondrial-targeting signal, are associated with Parkinson's disease (PD), the most common movement disorder characterized by selective loss of dopaminergic neurons. The mechanism by which loss of Pink1 leads to neurodegeneration is not understood. Here we show that inhibition of Drosophila Pink1 (dPink1) function results in energy depletion, shortened lifespan, and degeneration of select indirect flight muscles and dopaminergic neurons. The muscle pathology was preceded by mitochondrial enlargement and disintegration. These phenotypes could be rescued by the wild type but not the pathogenic C-terminal deleted form of human Pink1 (hPink1). The muscle and dopaminergic phenotypes associated with dPink1 inactivation show similarity to that seen in parkin mutant flies and could be suppressed by the overexpression of Parkin but not DJ-1. Consistent with the genetic rescue results, we find that, in dPink1 RNA interference (RNAi) animals, the level of Parkin protein is significantly reduced. Together, these results implicate Pink1 and Parkin in a common pathway that regulates mitochondrial physiology and cell survival in Drosophila. [ABSTRACT FROM AUTHOR]
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- 2006
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5. Inactivation of Drosophila DJ-1 leads to impairments of oxidative stress response and phosphatidylinositol 3-kinase/Akt signaling.
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Yufeng Yang, Gehrke, Stephan, Haque, Md. Emdadul, Imai, Yuzuru, Kosek, Jon, Lichuan Yang, Beak, M. Flint, Nishimura, Isao, Wakamatsu, Kazumasa, Ito, Shosuke, Takahashi, Ryosuke, and Bingwei Lu
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PARKINSON'S disease , *GENES , *NUCLEIC acids , *NERVOUS system , *RNA , *GENOTYPE-environment interaction - Abstract
Parkinson's disease (PD) is the most common movement disorder characterized by dopaminergic dysfunction and degeneration. The cause of most PD cases is unknown, although postmortem studies have implicated the involvement of oxidative stress. The identification of familial PD-associated genes offers the opportunity to study mechanisms of PD pathogenesis in model organisms. Here, we show that DJ-1A. a Drosophila homologue of the familial PD-associated gene DJ-1, plays an essential role in oxidative stress response and neuronal maintenance, inhibition of DJ-1A function through RNA interference (RNAi) results in cellular accumulation of reactive oxygen species, organismal hypersensitivity to oxidative stress, and dysfunction and degeneration of dopaminergic and photoreceptor neurons. To identify other genes that may interact with DJ-1A in regulating cell survival, we performed genetic interaction studies and identified components of the phosphatidylinositol 3-kinase (PI3K)/Akt-signaling pathway as specific modulators of DJ-1A RNAi-induced neurodegeneration. PI3K signaling suppresses DJ-1A RNAi phenotypes at least in part by reducing cellular reactive oxygen species levels. Consistent with the genetic interaction results, we also found reduced phosphorylation of Akt in DJ-1A RNAi animals, indicating an impairment of PI3K/Akt signaling by DJ-1A down-regulation. Together with recent findings in mammalian systems, these results implicate impairments of PI3K/Akt signaling and oxidative stress response in DJ-1-associated disease pathogenesis. We also observed impairment of PI3K/Akt signaling in the fly parkin model of PD, hinting at a common molecular event in the pathogenesis of PD. Manipulation of PI3K/Akt signaling may therefore offer therapeutic benefits for the treatment of PD. [ABSTRACT FROM AUTHOR]
- Published
- 2005
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6. Comparative studies on zooplankton community between the sea surface microlayer and the subsurface microlayer in Daya Bay, China.
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Yufeng Yang
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COMPARATIVE studies , *ZOOPLANKTON , *COPEPODA , *TURBIDITY - Abstract
Characteristics of the zooplankton community inhabiting the sea surface microlayer (SM) and the sub-surface microlayer (SSM) are compared at six sampling stations in Daya Bay, near Shenzhen City of China during 2 cruises in 1999. This is the first study on zooplankton community in the SM in China. Results show that protozoans and nauplii are the most dominant components, accounting for 80.71% (SM) and 89.15% (SSM) of the total zooplankton in the average abundance, respectively. The densities of copepods (adult + copepodid) are higher in the SSM than in the SM. The size-frequency distributions indicate that the frequency of micro-zooplankton ( <0.2 mm) is higher in the SM (0.8235, n = 290) than in the SSM (0.6768, n = 306). Enrichment phenomenon of zooplankton is detected in the SM at the sampling stations excluding two stations near nuclear power plants (NPP). The enrichment factor is from 1.516 to 3.364 with the average value of 2.267. The SM zooplankton community structure revealed in the present study is quite different from previous investigations in the Bay. Typical sea water characteristics such as turbidity, biological oxygen demand (BOD), chemical oxygen demand (COD), total nitrogen (TN), total phosphorus (TP) and chlorophyll a (Chl-a) indicate that the water quality is poorer in the SM than in the SSM. [ABSTRACT FROM AUTHOR]
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- 2005
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7. Evaluation of Seed Protein Content in USDA Cowpea Germplasm.
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Yuejin Weng, Jun Qin, Yufeng Yang, Ravelombola, Waltram Second, Shi, Ainong, and Eaton, Stephen
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SEED proteins , *COWPEA , *GERMPLASM , *LEGUME varieties - Abstract
Cowpea [Vigna unguiculata (L.) Walp] is an annual legume crop grown worldwide to provide protein for human consumption and animal feed. The objective of this research was to evaluate the seed protein content in U.S. Department of Agriculture (USDA) cowpea germplasm for use in cowpea breeding programs. A field experiment was conducted with a randomized complete block design (RCBD) with three duplications in two locations, Fayetteville and Alma, in Arkansas, United States. A total of 173 USDA cowpea accessions were evaluated with the Elementar Rapid N analyzer III for their seed protein contents. The results showed that there was a wide range of seed protein content among the 173 cowpea genotypes, ranging from 22.8% to 28.9% with an average of 25.6%. The broad-sense heritability for seed protein among the 173 cowpea genotypes was 50.8%, indicating that seed protein content was inheritable and can be selected in breeding processing. The top five cowpea accessions with the highest seed protein contents were USDA accession PI 662992 originally collected from Florida (28.9%), PI 601085 from Minnesota (28.5%), and PI 255765 and PI 255774 from Nigeria and PI 666253 from Arkansas (28.4% each). PI 339587 from South Africa had the lowest protein content with 21.8%. The were also significant differences in seed protein contents observed among different seedcoat colors; the accessions with cream color exhibited higher protein content (27.2%) than others. This research could provide information for breeders to develop cowpea cultivars with higher seed protein content in a cowpea breeding program. [ABSTRACT FROM AUTHOR]
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- 2019
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8. Chapter Four - Obstacles in continuous cropping: Mechanisms and control measures.
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Zhimin Ma, Zhengjun Guan, Qingchang Liu, Yaya Hu, Lanfu Liu, Baoqing Wang, Lifei Huang, Huifeng Li, Yufeng Yang, Meikun Han, Zhiyuan Gao, and Saleem, Muhammad
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CROPS , *MONOCULTURE agriculture , *CROP quality , *ENVIRONMENTAL soil science , *PLANT-soil relationships , *PLANT growth - Abstract
With the increase in intensive cultivation and long-term monoculture cropping, problems caused by continuous cropping (CC) have become increasingly prominent in the forms of replant diseases, soil sickness, and yield penalties. Such CC obstacles are a concern which frequently occur in modern agro-ecosystems and severely hamper normal growth, development, and quality of crop plants. In this review, we analyze studies from 2010 to 2021 on the effects of CC on crop plants and soil conditions constituting CC obstacles. The CC has significant adverse effects on plant growth and development, which mainly manifest in weaker photosynthesis, retarded growth, reduced resistance, and decreased yield and harvest quality. The causes of CC obstacles vary markedly among different crops, and the underlying mechanism depend on soil characteristics. The effects of the soil environment, crop physiological resistance, and auto-toxicity on CC obstacles are summarized. Considering the strategies to reduce the impacts of CC obstacles, the main prevention and control methods for CC obstacles are discussed, including intercropping or rotation, organic fertilization, fallow, biological control, and soil disinfection approaches. In addition, we discuss problems and proposed prospects for future research to improve prevention measures and control of CC obstacles. This review provides reference and guidance for solving this fundamental agronomic production problem. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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9. EFFICACY OF INTRAVENOUS THROMBOLYSIS COMBINED WITH MECHANICAL STENT INTERVENTIONAL THROMBECTOMY ON ACUTE ISCHEMIC STROKE.
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Jun Huang, Ming Zhang, Qingbin Nie, Xinye Zhang, Xin He, Yufeng Yang, and Gengsheng Mao
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ISCHEMIC stroke , *THROMBECTOMY , *TISSUE plasminogen activator , *STROKE patients , *CEREBRAL infarction , *THROMBOLYTIC therapy , *MYOCARDIAL infarction - Abstract
Background: To investigate the efficacy and safety of intravenous thrombolysis combined with mechanical stent interventional thrombectomy in the treatment of acute ischemic stroke. Methods: A retrospective analysis was carried out for clinical data of 118 patients with acute ischemic stroke. The patients enrolled were divided into control group (recombinant tissue plasminogen activator (rt-PA) intravenous thrombolysis) and thrombectomy group (mechanical stent interventional thrombectomy based on rt-PA intravenous thrombolysis). The vascular recanalization rate and clinical efficacy after treatment were compared between the two groups. National Institutes of Health Stroke Scale (NIHSS) was used to identify the degree of neurological impairment in all patients before and after treatment, and Barthel Index was used to assess their activity of daily living. Moreover, the changes in the levels of T-lymphocyte subpopulation in peripheral blood and immuno-inflammatory factors before and after treatment were compared, and prognosis of patients and incidence of adverse reactions were recorded. Results: The response rate inthrombectomy group (93.2%) was significantly better than that in control group (76.3%). The NIHSS sore and modified Rankin scale (mRS) score after treatment were significantly lower than those before treatment, while the Barthel Index after treatment was distinctly higher than that before treatment. The NIHSS score and mRS score in thrombectomy group obviously declined compared with those in control group at 1 month after treatment. The Barthel Index in thrombectomy group was obviously higher than that in control group at 1 month and 2 months after treatment. Levels of cluster of differentiation 3 (CD3)+, CD3+CD4+, CD4+/CD8+ and natural killer (NK) cells in peripheral blood at 6 months after treatment evidently rose compared with those before treatment, while level of CD3+CD8+ evidently declined compared with that before treatment. In thrombectomy group, levels of CD3+, CD3+CD4+, CD4+/CD8+ and NK cells were markedly higher than those in control group, while the level of CD3+CD8+ was markedly lower than that in control group. Besides, in thrombectomy group, levels of serum osteopontin (OPN), malondialdehyde (MDA) and N-termi-nal pro-B-type natriuretic peptide (NT-proBNP) were evidently lower than those in control group at 1 month after treatment, while the level of serum superoxide dismutase (SOD) was evidently higher than that in control group. Compared with that in control group, the acute vascular re-occlusion rate in thrombectomy group was significantly decreased at 3 months after treatment (10.2% vs. 22.0%). Conclusions: Intravenous thrombolysis combined with mechanical stent interventional thrombectomy can effectively promote the vascular recanalization, improve the neurological function and activity of daily living of patients, reinforce the immunological function, inhibit the oxidative stress response and improve the prognosis of patients. [ABSTRACT FROM AUTHOR]
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- 2022
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10. CATHEPSIN A UPREGULATION IN GLIOMA: A POTENTIAL THERAPEUTIC TARGET ASSOCIATED WITH IMMUNE INFILTRATION.
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Ming Zhang, Jun Huang, Yunfei Wang, Qingbin Nie, Xinye Zhang, Yufeng Yang, and Gengsheng Mao
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GLIOMAS , *CELL transformation , *WHITE matter (Nerve tissue) , *SPINAL cord , *SURVIVAL analysis (Biometry) - Abstract
Background: Glioma is the result of malignant transformation of glial cells in the white matter of the brain or spinal cord and accounts for approximately 80% of all intracranial malignancies. Cathepsin A (CTSA) is highly expressed in a variety of tumor tissues, but its role in glioma is poorly studied. This study analyses the relationship between CTSA, and glioma based on The Cancer Genome Atlas (TCGA). Methods: Data for glioma patients were collected from TCGA. The expression level of CTSA was compared between paired glioma tissues and normal tissues with Wilcoxon rank-sum test. In addition, the Wilcoxon rank-sum test was also applied to analyze the relationship between clinicopathologic features and CTSA expression. Kaplan-Meier Plotter was applied to analyze OS, DSS and PFI. Immuno-infiltration analysis of BLCA was performed by single sample gene set enrichment analysis (ssGSEA) in the »GSVA« R package. Results: The CTSA was overexpressed in glioma tissues compared to normal tissues (P<0.001). The high expression of CTSA was significantly related to 1p/19q codele-tion, IDH, WHO grade and histological type. Kaplan-Meier survival analysis showed that patients with glioma characterized with high expressed CTSA had a poorer OS (HR=2.16 P<0.001), DSS (HR=2.17 P<0.001) and PFI (HR=1.48 P<0.001) than patients with low CTSA expression. Moreover, High expressed CTSA was associated with immune cell infiltration. Conclusions: CTSA may serve as a candidate prognostic biomarker for determining prognosis associated with immune infiltration in glioma. [ABSTRACT FROM AUTHOR]
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- 2022
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11. Preparation of Rat Whole-kidney Acellular Matrix via Peristaltic Pump.
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Rongfu Liu, Jiasheng Gao, Yufeng Yang, and Weixin Zeng
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KIDNEYS , *EXTRACELLULAR matrix , *MEDICAL model , *LABORATORY rats , *IMMUNOHISTOCHEMISTRY , *COLLAGEN , *LAMININS , *EXTRACELLULAR matrix proteins - Abstract
Purpose: To design a whole-kidney a cellular matrix scaffold using peristaltic pump perfusion and to ascertain the retention of extra cellular proteins by the scaffold. Materials and Methods: Male Sprague-Dawley (SD) rats weighing 200-250 g were used. Intravenous catheters were inserted into the renal artery followed by perfusion of decellularization solution using a peristaltic pump. After decellularization, the acellular matrix was observed under a microscope after hematoxylin and eosin (H&E) staining and a fluorescence microscope after 4',6-diamidino-2-phenylindole (DAPI) staining. Immunohistochemistry was used to identify the composition of kidney acellular matrix. Results: The result of H&E and DAPI staining demonstrate the removal of cellular material in kidney a cellular matrix. Immunohistochemistry confirmed the conservation of the natural expression of extra cellular matrix proteins including collagen types I and IV, fibrin and laminin. Conclusion: Peristaltic pump perfusion enables successful preparation of renal a cellular matrix, to retainthe criticalproteins of natural extra cellular matrix. The resulting kidney a cellular matrix represents an ideal natural scaffold for renal tissue engineering. [ABSTRACT FROM AUTHOR]
- Published
- 2015
12. Reciprocity relations for the elastodynamic fields generated by multipole sources in a fluid-solid configuration.
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Zhi Wang, Hengshan Hu, and Yufeng Yang
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RECIPROCITY theorems , *ELASTODYNAMICS , *WAVE mechanics , *FLUID pressure , *DISCRETIZATION methods - Abstract
Employing dynamic reciprocity can be an effective tool to simplify the calculation of elastic wavefields for borehole problems and to check the results. We analytically obtain the reciprocity relations for the elastodynamic fields generated by multipole sources in a fluid-solid configuration: if the multipole sources are located in the fluid, the particle displacement due to a dipole source is reciprocal to the particle acceleration due to a single force; the fluid pressure due to a dipole source is reciprocal to the particle acceleration due to a monopole source; the particle displacement due to a quadrupole source is reciprocal to the spatial partial derivative of the particle acceleration due to a single force; the fluid pressure due to a quadrupole source is reciprocal to the spatial partial derivative of the particle acceleration due to a monopole source. These relations are tested by numerical experiments for different borehole problems, including acoustic logging, single-well imaging and vertical seismic profiling. A reciprocity test can be used as a quick check of a finite-difference algorithm and the implementation of the sources, although it cannot detect errors due to improper discretization of the interfaces. [ABSTRACT FROM AUTHOR]
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- 2015
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13. Experiment and Analysis on Positive Pressure System of Mine Refuge Chamber.
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Zhe Yang, Longzhe Jin, Yufeng Yang, and Sheng Wang
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THERMAL diffusivity , *VENTILATION , *MATHEMATICAL models - Abstract
The positive pressure system of mine refuge chamber was evaluated in a simulation roadway, which was filled with three kinds of gas. The objective was to study the diffusion properties of CO, CH4, and CO2 and determine the target gases of positive pressure barrier in the refuge chamber. The mathematical model of the compressed O2 supplying system is established. The harmfulness of CO was analyzed, through the test, CO was the most harmful gas because of its strong diffusivity and viscosity, it was difficult to exclude by ventilation when its concentration reached 10?10-6 ppm, lower concentration must be absorbed actively in the refuge chamber, because of its strong permeability, CO can penetrate 1m thickness wall by lateral diffusion. On this basis a 48-hour manned test with 8 miners in refuge chamber was conducted, the trapped participants can produce CO in rescue period, and the generation rate is 5.78 mg/h, the sensor of CO should be used infrared type. The conclusions from the research in the paper provide an important reference for the design of underground refuge chamber. [ABSTRACT FROM AUTHOR]
- Published
- 2015
14. GABAA receptor-mediated IPSCs and alpha1 subunit expression are not reduced in the substantia nigra pars reticulata of gerbils with inherited epilepsy.
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Sanjay S Kumar, Xiling Wen, Yufeng Yang, and Paul S Buckmaster
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HYPOTHESIS , *BRAIN diseases , *NERVOUS system , *NEURONS - Abstract
Domestic Mongolian gerbils, a model of inherited epilepsy, begin having spontaneous seizures at approximately 1.5 mo of age, making it possible to evaluate them during epileptic and pre-epileptic stages. Previous studies have shown that GABA binding is reduced in the substantia nigra pars reticulata (SNr) of both epileptic and pre-epileptic gerbils compared with controls, suggesting that reduced expression of GABAA receptors in SNr might be epileptogenic in this model. To test this hypothesis, we measured the expression of the GABAA receptor alpha1 subunit, the dominant alpha subunit expressed in the SNr, and evaluated GABAA receptor-mediated postsynaptic currents in SNr neurons. GABA(A) alpha1 subunit mRNA levels in substantia nigra-rich tissue from pre-epileptic animals were similar to controls, and immunocytochemistry for the alpha1 subunit showed similar strong expression in the SNr in both groups. Western analysis confirmed that expression of the alpha1 subunit protein was similar in substantia nigra-rich tissue from pre-epileptic and control gerbils. The frequency and amplitude of spontaneous inhibitory postsynaptic currents (IPSCs) and the frequency of miniature (m)IPSCs in SNr neurons of pre-epileptic gerbil were similar to those of controls. The amplitude of mIPSCs in the pre-epileptics was significantly larger than controls. Zolpidem, an alpha1 subunit-specific modulator of the GABAA receptor, was equally efficacious in prolonging the decay time of mIPSCs in both groups. Hence, contrary to the predictions of the hypothesis, mRNA and protein expression levels of the major GABAA receptor alpha subunit were normal, and neurons of the SNr in pre-epileptic gerbils displayed normal or enhanced IPSC frequencies and amplitudes. Therefore reduced expression of GABAA receptors in SNr is not likely to be an epileptogenic mechanism in this model. [ABSTRACT FROM AUTHOR]
- Published
- 2006
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15. KGML-ag: A Modeling Framework of Knowledge-Guided Machine Learning to Simulate Agroecosystems: A Case Study of Estimating N2O Emission using Data from Mesocosm Experiments.
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Licheng Liu, Shaoming Xu, Zhenong Jin, Jinyun Tang, Kaiyu Guan, Griffis, Timothy J., Erickson, Matthew D., Frie, Alexander L., Xiaowei Jia, Taegon Kim, Miller, Lee T., Bin Peng, Shaowei Wu, Yufeng Yang, Wang Zhou, and Vipin Kumar
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MACHINE learning , *AGRICULTURAL ecology , *NITROUS oxide , *GREENHOUSE gases , *TIME series analysis - Abstract
Agricultural nitrous oxide (N2O) emission accounts for a non-trivial fraction of global greenhouse gases (GHGs) budget. To date, estimating N2O fluxes from cropland remains a challenging task because the related microbial processes (e.g., nitrification and denitrification) are controlled by complex interactions among climate, soil, plant and human activities. Existing approaches such as process-based (PB) models have well-known limitations due to insufficient representations of the processes or constraints of model parameters, and to leverage recent advances in machine learning (ML) new method is needed to unlock the 'black box' to overcome its limitations due to low interpretability, out-of- sample failure and massive data demand. In this study, we developed a first of its kind knowledge-guided machine learning model for agroecosystems (KGML-ag), by incorporating biogeophysical/chemical domain knowledge from an advanced PB model, ecosys, and tested it by simulating daily N2O fluxes with real observed data from mesocosm experiments. The Gated Recurrent Unit (GRU) was used as the basis to build the model structure. To optimize the model performance, we have investigated a range of ideas, including: 1) Using initials of intermediate variables (IMVs) instead of time series as model input to reduce data demand; 2) Building hierarchical structures to explicitly estimate IMVs for further N2O prediction; 3) Using multitask learning to balance the simultaneous training on multiple variables; and 4) Pretraining with millions of synthetic data generated from ecosys and fine tuning with mesocosm observations. Six other pure ML models were developed using the same mesocosm data to serve as the benchmark for the KGML-ag model. Results show that KGML-ag did an excellent job in reproducing the mesocosm N2O fluxes (overall r2 = 0.81, and RMSE = 3.6 mg N m-2 day-1 from cross-validation). Importantly KGML-ag always outperforms the PB model and ML models in predicting N2O fluxes, especially for complex temporal dynamics and emission peaks. Besides, KGML-ag goes beyond the pure ML models by providing more interpretable predictions as well as pinpointing desired new knowledge and data to further empower the current KGML- ag. We believe the KGML-ag development in this study will stimulate a new body of research on interpretable ML for biogeochemistry and other related geoscience processes. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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16. Bdelloid rotifers (Rotifera, Bdelloidea) of China: diversity and new records.
- Author
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Yue Zeng, Nan Wei, Qing Wang, Iakovenko, Nataliia S., Ying Li, and Yufeng Yang
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ROTIFERA , *EXTREME environments , *SPECIES diversity , *SUBSPECIES , *SPECIES distribution , *AQUATIC habitats - Abstract
Bdelloid rotifers are a group of microscopic invertebrates known for their obligate parthenogenesis and exceptional resistance to extreme environments. Their diversity and distributions are poorly studied in Asia, especially in China. In order to better understand the species distribution and diversity of bdelloid rotifers in China, a scientific surveys of habitats was conducted with 61 samples (both terrestrial and aquatic habitats) from 11 provinces and regions of China, ranging from tropics to subtropics with a specific focus on poorly sampled areas (Oriental) during September 2017 to October 2018. A total of 59 morphospecies (including subspecies) were found, of which, thirty-nine morphospecies (including one genus) are new records for China, almost doubling the number of previous records. Four rare morphospecies (Adineta cf. acuticornis Haigh, A. beysunae Örstan, Habrotrocha ligula loxoglotta De Koning and H. serpens Donner) are depicted and redescribed, and an updated checklist of Chinese bdelloids with their location and ecological information is presented. This study provides new data from a large region of China, enriching the knowledge of bdelloid biodiversity, and their global biogeography. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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17. Short-Term Wind Speed Forecasting Using Decomposition-Based Neural Networks Combining Abnormal Detection Method.
- Author
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Xuejun Chen, Jing Zhao, Wenchao Hu, and Yufeng Yang
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WIND power , *WIND speed measurement , *AUTOREGRESSION (Statistics) , *STOCHASTIC processes , *PREDICTION models - Abstract
As one of the most promising renewable resources in electricity generation, wind energy is acknowledged for its significant environmental contributions and economic competitiveness. Because wind fluctuates with strong variation, it is quite difficult to describe the characteristics of wind or to estimate the power output that will be injected into the grid. In particular, short-term wind speed forecasting, an essential support for the regulatory actions and short-term load dispatching planning during the operation of wind farms, is currently regarded as one of the most difficult problems to be solved. This paper contributes to short-term wind speed forecasting by developing two three-stage hybrid approaches; both are combinations of the five-three-Hanning (53H) weighted average smoothing method, ensemble empirical mode decomposition (EEMD) algorithm, and nonlinear autoregressive (NAR) neural networks. The chosen datasets are ten-minute wind speed observations, including twelve samples, and our simulation indicates that the proposed methods perform much better than the traditional ones when addressing short-term wind speed forecasting problems [ABSTRACT FROM AUTHOR]
- Published
- 2014
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18. Analysis and Estimates of the Attributable Risk for Environmental and Genetic Risk Factors in Gastric Cancer in a Chinese Population.
- Author
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Xiaobing Shen, Jiao Zhang, Yingying Yan, Yufeng Yang, Gang Fu, and Yuepu Pu
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GENETIC polymorphisms , *CANCER patients , *GASTRIC diseases , *GASTRITIS , *POLYMORPHISM (Zoology) , *POPULATION genetics , *CHILDREN of cancer patients , *GENETIC mutation , *GENETICS - Abstract
Development of gastric cancer is a multistage, multifactorial process. This study determined the population attributable risk for environmental and genetic risk factors in development of gastric cancer. A 1:1 cancer case-control study was undertaken in Nanjing, Jiangsu Province, China. A conditional-logistic regression model was used to determine environmental and genetic risk factors and calculate attributable risk (AR%) for each environmental and genetic risk factor in gastric cancer. In addition, the summary attributable risk (sAR) for all of the risk factors among 503 cases of gastric cancer patients and controls was determined. The environmental risk factors for gastric cancer in the Nanjing area were family history of tumor, consumption of pickled food, engorgement after hunger, irregular dietary habits, and lack of fruit intake. The genetic risk factors included the following genotypes: CYP2E1 wild, NAT2 M1 mutation, NAT2 slow-acetylators, XRCC1 194 mutation, MTHFR A1298C mutation, and IL-1B mutation. Combining environmental and genetic risk factors, sAR was 76.34%. Data suggest that genetic polymorphisms and environmental risk factors play concurrent roles in the development of gastric cancer. The results of this study indicate preventive strategies to avoid development of gastric cancer based on identified genetic polymorphisms and control of environmental risk factors. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
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