4,684 research outputs found

    Impact of Climate Change on Agricultural Production in Asian Countries: Evidence from Panel Study

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    We analyze the impact of climate change on agricultural production in 13 Asian countries for 1998-2007 estimating country-level FE panel model using climate variables. Higher summer temperature and rainfall increase production, higher fall temperature decreases it in Southeast Asia, and increase in annual temperature decreases agricultural production in Asian countries.climate change, production, food security, Asia, Environmental Economics and Policy, Food Security and Poverty, Production Economics,

    Constructive Roles of Organizational Two-Way Symmetrical Communication: Workplace Pseudo-Information Gatekeeping

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    Misinformation, misunderstanding, and rumors are not foreign to organizations. The cost of pseudo-information can be critical for the organization in terms of profit, stakeholder relationships, and reputation. For those reasons, organizations should make efforts to detect and prevent the spread of pseudo-information. This piece of research proposes and finds support in a model to gatekeep pseudo-information in the workplace, in which two-way symmetrical communication is an essential element for the model, predicting employees’ gatekeeping behaviors, and mediating the relationship between quality of the employee–organization relationship and gatekeeping behaviors. Then, the cultivation of relationships with the employees and the adherence to two-way symmetrical communication are cost-effective methods for the organization. Loyal and satisfied employees voluntarily debunk and combat pseudo-information

    Deep learning predicts total knee replacement from magnetic resonance images

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    Knee Osteoarthritis (OA) is a common musculoskeletal disorder in the United States. When diagnosed at early stages, lifestyle interventions such as exercise and weight loss can slow OA progression, but at later stages, only an invasive option is available: total knee replacement (TKR). Though a generally successful procedure, only 2/3 of patients who undergo the procedure report their knees feeling ''normal'' post-operation, and complications can arise that require revision. This necessitates a model to identify a population at higher risk of TKR, particularly at less advanced stages of OA, such that appropriate treatments can be implemented that slow OA progression and delay TKR. Here, we present a deep learning pipeline that leverages MRI images and clinical and demographic information to predict TKR with AUC 0.834±0.0360.834 \pm 0.036 (p < 0.05). Most notably, the pipeline predicts TKR with AUC 0.943±0.0570.943 \pm 0.057 (p < 0.05) for patients without OA. Furthermore, we develop occlusion maps for case-control pairs in test data and compare regions used by the model in both, thereby identifying TKR imaging biomarkers. As such, this work takes strides towards a pipeline with clinical utility, and the biomarkers identified further our understanding of OA progression and eventual TKR onset.Comment: 18 pages, 5 figures (4 in main article, 1 supplemental), 8 tables (5 in main article, 3 supplemental). Submitted to Scientific Reports and currently in revisio

    All-inorganic core-shell silica-titania mesoporous colloidal nanoparticles showing orthogonal functionality

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    Colloidal mesoporous silica (CMS) nanoparticles with a thin titania-enriched outer shell showing a spatially resolved functionality were synthesized by a delayed co-condensation approach. The titaniashell can serve as a selective nucleation site for the growth of nanocrystalline anatase clusters. These fully inorganic pure silica-core titania-enriched shell mesoporous nanoparticles show orthogonal functionality, demonstrated through the selective adsorption of a carboxylate-containing ruthenium N3-dye. UV-Vis and fluorescence spectroscopy indicate the strong interaction of the N3-dye with the titania-phase at the outer shell of the CMS nanoparticles. In particular, this interaction and thus the selective functionalization are greatly enhanced when anatase nanocrystallites are nucleated at the titania-enriched shell surface

    Regulation of the Rab5 GTPase-activating protein RN-tre by the dual specificity phosphatase Cdc14A in human cells.

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    The Cdc14 family of dual specificity phosphatases regulates key mitotic events in the eukaryotic cell cycle. Although extensively characterized in yeast, little is known about the function of mammalian Cdc14 family members. Here we report a genetic substrate-trapping system designed to identify substrates of the human Cdc14A (hCdc14A) phosphatase. Using this approach, we identify RN-tre, a GTPase-activating protein for the Rab5 GTPase, as a novel physiological target of hCdc14A. As a Rab5 GTPase-activating protein, RN-tre has previously been implicated in control of intracellular membrane trafficking. We find that RN-tre forms a stable complex with the catalytically inactive hCdc14A C278S mutant but not with the wild type protein in human cells, indicative of a substrate/enzyme interaction. In support, we show that RN-tre is regulated by cell cycle-dependent phosphorylation peaking at mitosis, which can be antagonized by hCdc14A activity in vitro as well as in vivo. Furthermore, we show that RN-tre phosphorylation is critical for efficient hCdc14A association and that RN-tre binding can be displaced by tungstate, a competitive inhibitor that binds to the active site of hCdc14A. Consistent with the preference of hCdc14A for phosphorylations mediated by proline-directed kinases, we find that RN-tre is a direct substrate of cyclin-dependent kinase. Finally, phosphorylation of RN-tre appears to finely modulate its catalytic activity. Our findings reveal a novel connection between the cell cycle machinery and the endocytic pathway

    The Interactive Stratospheric Aerosol Model Intercomparison Project (ISA-MIP): motivation and experimental design

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    The Stratospheric Sulfur and its Role in Climate (SSiRC) Interactive Stratospheric Aerosol Model Intercomparison Project (ISA-MIP) explores uncertainties in the processes that connect volcanic emission of sulfur gas species and the radiative forcing associated with the resulting enhancement of the stratospheric aerosol layer. The central aim of ISA-MIP is to constrain and improve interactive stratospheric aerosol models and reduce uncertainties in the stratospheric aerosol forcing by comparing results of standardized model experiments with a range of observations. In this paper we present four co-ordinated inter-model experiments designed to investigate key processes which influence the formation and temporal development of stratospheric aerosol in different time periods of the observational record. The Background (BG) experiment will focus on microphysics and transport processes under volcanically quiescent conditions, when the stratospheric aerosol is controlled by the transport of aerosols and their precursors from the troposphere to the stratosphere. The Transient Aerosol Record (TAR) experiment will explore the role of small- to moderate-magnitude volcanic eruptions, anthropogenic sulfur emissions, and transport processes over the period 1998–2012 and their role in the warming hiatus. Two further experiments will investigate the stratospheric sulfate aerosol evolution after major volcanic eruptions. The Historical Eruptions SO2 Emission Assessment (HErSEA) experiment will focus on the uncertainty in the initial emission of recent large-magnitude volcanic eruptions, while the Pinatubo Emulation in Multiple models (PoEMS) experiment will provide a comprehensive uncertainty analysis of the radiative forcing from the 1991 Mt Pinatubo eruption

    Exploration of the tumorigenic, metabolic, and cognitive consequences of tau protein removal

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    Background: Tau accumulation causes tauopathies and drives cellular senescence, which can lead to inflammation, neurodegeneration, and cognitive impairment. The association between intracellular tau deposition and pathogenesis has prompted therapeutic strategies that reduce tau expression. However, tau is also critical in microtubule stabilization, synaptic plasticity, and maintaining DNA integrity. We investigated the impact of tau removal on brain cell senescence and associated neurocognitive behaviors in aged tau knockout (Mapt0/0) and wild type control (Mapt+/+) mice. We also assessed physical, metabolic, histological, and biochemical outcomes in Mapt0/0 and Mapt+/+ mice and in response to high fat diet (HFD), a stressor that drives DNA damage. Method: 20-month-old female Mapt0/0 and Mapt+/+ mice were subjected to the Elevated Plus Maze to assess anxiety-like behavior. Mice were then fed control (CTL) or HFD (60% kcal fat) for 9 weeks. Behavioral and physical measures were then assessed, and brain tissue was further analyzed via gene expression, biochemistry, and histological assays. Result: Tau knockout and HFD, separately and additively, caused weight gain and insulin resistance. Removing tau primed cells to proliferate, as Mapt0/0 mice had increased body size, organ size, and tumor burden compared to Mapt+/+. We observed no difference in senescence between genotypes on CTL diet. The HFD increased senescence only in Mapt+/+ mice, whereas Mapt0/0 mice displayed increased tumor burden. Mapt0/0 mice displayed anxiety- and depressive-like behaviors on both diets. Transcriptomic and protein expression data revealed that several molecules responded similarly to tau removal and HFD exposure, but Mapt+/+ and Mapt0/0 mice responded differently to HFD. Genotype differences in DNA damage and cell cycle dysregulation were also observed. Conclusion: Mapt0/0 mice did not accumulate senescent cells but demonstrated anxiety-like behaviors in the presence of elevated DNA damage; thus tau knockout may drive neuropsychiatric phenotypes which can be dissociated from obesity and senescence. Mapt0/0 mice also developed tumors, suggesting that tau plays a critical role in cell fate decisions, including senescence versus cancer. Overall, we found that tau removal prevents senescent cell accumulation with the tradeoff of tumorigenic, metabolic, and cognitive consequences. We caution against removing tau until a better understanding of its physiological roles are defined

    Protumoral role of monocytes in human B-cell precursor acute lymphoblastic leukemia: involvement of the chemokine CXCL10

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    Abstract Myelomonocytic cells play a key role in the progression of many solid tumors. However, very little is known about their contribution to the progression of hematopoietic cancers. We investigated the role of monocytes in the progression of human B-cell precursor acute lymphoblastic leukemia (BCP-ALL). We demonstrated that coculturing human monocytes in vitro with CD19+ BCP-ALL blasts from patients "conditioned" them to an inflammatory phenotype characterized by significant up-regulation of the chemokine, CXCL10. This phenotype was also observable ex vivo in monocytes isolated from BCP-ALL patients, which show elevated CXCL10 production compared with monocytes from healthy donors. Functionally, the "conditioned" monocytes promoted migration and invasive capacity of BCP-ALL cells. Increased invasion was mediated by matrix metalloproteinase 9 expression and activity in the BCP-ALL cells induced by the monocyte-derived CXCL10. However, neither the "conditioned" monocytes nor the CXCL10 produced by these cells had any effect on the proliferation/viability of BCP-ALL cells and angiogenesis. Collectively, our results strongly suggest a protumoral role for human monocytes in BCP-ALL, orchestrated by CXCL10 and its effect on tumor cell migration and invasion. These observations highlight the importance of the CXCL10/CXCR3 chemokine circuit in BCP-ALL progression
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