443 research outputs found
Flood Risk Perception and Communication within Risk Management in Different Cultural Contexts : a Comparative Case Study between Wuhan, China and Cologne, Germany
Preparedness, early warning and emergency management all contribute to flood risk mitigation and are closely linked to risk perception. Risk perception of decision-makers considerably influences their approach to risk mitigation strategies and therefore has a great impact on institutional coping capacity/vulnerability. This PhD thesis investigates flood risk perception and communication amongst key institutional stakeholders involved in flood risk management in different cultural settings of China and Germany. Using qualitative social research methods, this study aims at: firstly, understanding the discrepancies of risk perceptions between different actors; secondly, identifying flood risk communication features among flood risk management organizational units and between risk management and the general public; thirdly, comparing the perception and communication characteristics in different cultural contexts; and finally, analyzing the potential of cross cultural transferability of good practices and its implementation with consideration of cultural diversity. The research results have shown significant differences between the flood risk management strategies as well as risk perceptions and communication patterns. According to Chinese flood risk management, technical flood protection shall, can and has to serve as the main flood risk management measure to ensure the economic development in flood plains due to population pressure. German risk management, on the other hand, combines other management instruments such as spatial planning in addition to engineered flood protection. In China different actors show great confidence in existing flood protection measures and risk management organizational features. This is also communicated within risk management authorities as well as the general public, whereas in Germany, the importance of risk awareness raising activities is strongly advocated. Flood risk is perceived to be controllable and predictable with “scientific methods” in China, which displays a strong belief in a technical approach. In Germany, on the contrary, uncertainty in flood risk management has penetrated into the authorities’ mental maps despite the engineered protection measures. Risk communication takes place in a top-down structure in China and is more intensive during flood events. In Germany risk communication is horizontal and occurs in a participatory manner also during “flood free” periods. However, the consensus finding process seems to cause tensions among different German stakeholders and therefore sometimes impairs the efficiency of flood risk management. The flood risk strategies both in China and Germany showed strength, but also revealed some difficulties. A cultural analysis illustrates the advantage each society has and the challenges faced
Gadd45a promotes DNA demethylation through TDG
Growth arrest and DNA-damage-inducible protein 45 (Gadd45) family members have been implicated in DNA demethylation in vertebrates. However, it remained unclear how they contribute to the demethylation process. Here, we demonstrate that Gadd45a promotes active DNA demethylation through thymine DNA glycosylase (TDG) which has recently been shown to excise 5-formylcytosine (5fC) and 5-carboxylcytosine (5caC) generated in Ten-eleven-translocation (Tet)—initiated oxidative demethylation. The connection of Gadd45a with oxidative demethylation is evidenced by the enhanced activation of a methylated reporter gene in HEK293T cells expressing Gadd45a in combination with catalytically active TDG and Tet. Gadd45a interacts with TDG physically and increases the removal of 5fC and 5caC from genomic and transfected plasmid DNA by TDG. Knockout of both Gadd45a and Gadd45b from mouse ES cells leads to hypermethylation of specific genomic loci most of which are also targets of TDG and show 5fC enrichment in TDG-deficient cells. These observations indicate that the demethylation effect of Gadd45a is mediated by TDG activity. This finding thus unites Gadd45a with the recently defined Tet-initiated demethylation pathwa
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes
Atrial Fibrillation (AF) is characterized by rapid, irregular heartbeats, and
can lead to fatal complications such as heart failure. The disease is divided
into two sub-types based on severity, which can be automatically classified
through CT volumes for disease screening of severe cases. However, existing
classification approaches rely on generic radiomic features that may not be
optimal for the task, whilst deep learning methods tend to over-fit to the
high-dimensional volume inputs. In this work, we propose a novel
radiomics-informed deep-learning method, RIDL, that combines the advantages of
deep learning and radiomic approaches to improve AF sub-type classification.
Unlike existing hybrid techniques that mostly rely on na\"ive feature
concatenation, we observe that radiomic feature selection methods can serve as
an information prior, and propose supplementing low-level deep neural network
(DNN) features with locally computed radiomic features. This reduces DNN
over-fitting and allows local variations between radiomic features to be better
captured. Furthermore, we ensure complementary information is learned by deep
and radiomic features by designing a novel feature de-correlation loss.
Combined, our method addresses the limitations of deep learning and radiomic
approaches and outperforms state-of-the-art radiomic, deep learning, and hybrid
approaches, achieving 86.9% AUC for the AF sub-type classification task. Code
is available at https://github.com/xmed-lab/RIDL.Comment: Accepted by MICCAI2
Genome-Wide Identification of WRKY Family Genes and Analysis of Their Expression in Response to Abiotic Stress in Ginkgo biloba L.
Ginkgo biloba is widely planted, and the extracts of leaves contain flavonoids, terpene esters and other medicinal active ingredients. WRKY proteins are a large transcription factor family in plants, which play an important role in the regulation of plant secondary metabolism and development, as well as the response to biotic and abiotic stress. In our study, we identified 40 genes with conserved WRKY motifs in the G. biloba genome and classified into groups I (groups I-N and -C), II (groups IIa, b, c, d, and e), and III, which include 12, 26, and 2 GbWRKY genes, respectively. Meanwhile, the expression patterns of 10 GbWRKY (GbWRKY2, GbWRKY3, GbWRKY5, GbWRKY7, GbWRKY11, GbWRKY15, GbWRKY23, GbWRKY29, GbWRKY31, GbWRKY32) under different tissue and abiotic stress conditions were analyzed. Under stress treatment, the expression patterns of 10 WRKY genes were changed. 10 ginkgo WRKY transcription factors were induced by ETH and SA, but there are two different induced response modes. The expression of 10 WRKY genes was inhibited under low temperature, high temperature and MeJA hormone induction. Most WRKY genes were up-regulated under the induction of high salt and ABA. GbWRKYs were differentially expressed in various tissues after abiotic stress and plant hormone treatments, thereby indicating their possible roles in biological processes and abiotic stress tolerance and adaptation. Our results provided insight into the genome-wide identification of GbWRKYs, as well as their differential responses to stresses and hormones. These data can also be utilized to identify potential molecular targets to confer tolerance to various stresses in G. biloba
Associations between pregnancy loss and common mental disorders in women: a large prospective cohort study
BackgroundIncreasing evidence suggests that pregnancy loss can lead to negative emotional outcomes, such as anxiety and depression, for women. However, limited knowledge exists regarding the long-term risk of mental disorders among individuals who have experienced pregnancy loss.ObjectiveTo investigate the associations between pregnancy loss and the risk of common mental disorders.MethodsIn the UK Biobank, a total of 218,990 women without any mental disorder at baseline were enrolled between 2006 and 2010 and followed until October 2022. Information on the history of pregnancy loss was obtained through self-reported questionnaires at baseline. Cox proportional hazard regression models were used to estimate adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for associations between pregnancy loss and common mental disorders.ResultsDuring a median follow-up time of 13.36 years, there were 26,930 incident cases of common mental disorders. Incidence rates of common mental disorders were elevated among women with a history of stillbirth (HR 1.15, 95% CI: 1.07–1.23), miscarriage (HR 1.06, 95% CI: 1.02–1.10), or pregnancy termination (HR 1.21, 95% CI: 1.17–1.25) compared to those without such experiences. Furthermore, the risk of common mental disorders significantly increased in women with two or more miscarriages (HR 1.14, 95% CI: 1.08–1.19) or two or more pregnancy terminations (HR 1.39, 95% CI: 1.30–1.48).ConclusionsPregnancy loss is associated with an increased risk of common mental disorders in women later in life. These findings may contribute to the enhancement of long-term monitoring and prevention of common mental disorders for women with such a history
Research on leakage characteristics of working clearances of hydrogen circulation pump
The volumetric efficiency of the hydrogen circulation pump (HCP) is mainly affected by the amount of leakage in working clearances. Studying the leakage characteristics of working clearances is of great significance for optimizing the performance of the HCP. Therefore, this paper developed a three-blade elliptical conjugate rotor HCP, and compared the results of experiments and simulations for different working conditions. On this basis, the flow rate, pressure, and internal flow field changes of radial clearance models and axial clearance models with four different scales of 0.1mm, 0.14mm, 0.18mm, and 0.22 mm were studied. The results indicate that: under four different pressure ratios and rotational speeds, the simulation results using the overlapping grid method showed a maximum difference of 4.17% compared to the experimental results, verifying the reliability of the simulation calculation method; the average flow rate of the HCP is linearly inversely proportional to both the radial clearance and the axial clearance, with a decrease rate of 11.6 Nm3/h and 5.8 Nm3/h as the clearance size increases by 0.04 mm; the radial clearance leakage of the same size is higher than the axial clearance, the leakage value in the radial clearance between the rotors is higher than that between the rotor and the pump casing, and the internal leakage of axial clearance is not evenly distributed, with higher leakage value in the middle area than that in the left and right areas
Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids
BackgroundCardiovascular disease (CVD) is a global health concern, with a significant impact on morbidity and mortality rates. Using fasting glucose, fasting triglycerides, body mass index (BMI), and high-density lipoprotein cholesterol (HDL-C), the metabolic score of insulin resistance (Mets-IR), a novel index created by Mexican researchers to assess insulin sensitivity, is a more precise way to measure insulin sensitivity. This study aimes to explore the association between Mets-IR and CVD, as well as investigate the potential mediating role of of low-density lipoprotein cholesterol (LDL-C).MethodsThe study’s data came from the 2011 and 2018 China Health and Retirement Longitudinal Studies (CHARLS). We used three logistic regression models to account for the potential effects of ten factors on cardiovascular disease/stroke/heart disease. Moreover, We performed mediation analyses to evaluate the role of LDL-C in the association between Mets-IR and incident CVD.ResultsThis study comprised 4,540 participants, of whom 494 (10.88%) were found to develop disease (CVD). Each interquartile range (IQR) increased in Mets-IR raised the risk of developing CVD by 38% (OR=1.38; 95% CI, 1.21-1.56) and there was a linear dose-response relationship between Mets-IR and the risk of new-onset cardiovascular disease, stroke, and heart disease (Poverall<0.05, Pnon-linear>0.05). Approximately 5% (indirect effect/total effect) of the significant association of Mets-IR with stroke was mediated by LDL-C, respectively. With the addition of Mets-IR to the base model, the continuous net reclassification improvement and integrated discrimination improvement for predicting cardiovascular disease increased by 0.175 (P <0.001) and 0.006 (P <0.001), respectively.Conclusionets-IR is associated with an increased risk of cardiovascular disease/stroke/cardiac issues, with LDL-C mediating these relationships. Improving insulin sensitivity and lipid regulation may be essential and effective preventive measures for cardiovascular events
Tubeimoside-1 up-regulates p21 expression and induces apoptosis and G2/M phase cell cycle arrest in human bladder cancer T24 cells
Tubeimoside-1 (TBMS1) is a triterpenoid saponin with potent anticancer properties. In this study, for the first, we examined the anti-proliferative effects of TBMS1 in human bladder cancer T24 cells and its ability to induce apoptosis and cell cycle arrest. Our results demonstrated that TBMS1 decreased the cell viability of bladder cancer T24 cells in a dose-dependent manner. Flow cytometric analysis showed that TBMS1 significantly triggered apoptosis in T24 cells and arrested cell cycle at G2/M phase in a dose-dependent manner. Further characterization demonstrated that TBMS1-induced apoptosis is associated with dissipation in mitochondrial membrane potential (??m), down-regulation of Bcl-2, and up-regulation of Bax and p21 in TBMS1-treated T24 cells. These in vitro results suggested that TBMS1 is an effective anti-bladder cancer natural compound that worth further mechanistic and therapeutic studies in human bladder cancer
Immunomodulatory Effects of Cinobufagin on Murine Lymphocytes and Macrophages
Cinobufagin (CBG), a major bioactive component of the traditional Chinese medicine ChanSu, has been reported to have potent pharmacological activity. In this study, we aimed to elucidate the effects of CBG on the activity of immune cells in mice. Peritoneal macrophages and splenocytes from mice were prepared and cultured in RPMI1640 supplemented with 10% fetal bovine serum. Concanavalin (ConA), lipopolysaccharide (LPS), and CBG (0.0125, 0.05, 0.15, or 0.25 μg/mL) were added to the culture medium, and the phagocytic activity of macrophages was detected by MTT assays. Additionally, lymphocyte secretion of interleukin- (IL-)2 and IL-10 was detected by enzyme-linked immunosorbent assay, and the cell cycle distribution and cell surface markers were detected by flow cytometry. Our results demonstrated that CBG promoted lymphocyte proliferation; this effect was suppressed by combined treatment with ConA or LPS. Moreover, CBG also significantly improved the CD4+/CD8+ ratio in spleen lymphocytes and increased the percentage of spleen lymphocytes in the S phase. Finally, we found that CBG enhanced the secretion of IL-2 and IL-10 and increased the phagocytosis ability of macrophages. In summary, CBG could enhance activity of immune cells
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