RESUMO
As the world grapples with the challenges of energy transition and industrial decarbonization, the development of carbon capture technologies presents a promising solution. The Scalable Modeling, Artificial Intelligence (AI), and Rapid Theoretical calculations, referred as SMART here, is an interdisciplinary approach that combines high-throughput calculation and data-driven modeling with expertise from chemical, materials, environmental, computer and data science and engineering, leading to the development of advanced capabilities in simulating and optimizing carbon capture processes. This perspective discusses the state-of-the-art material discovery research enabled by high-throughput calculation and data-driven modeling. Further, we propose a framework for material discovery, and illustrate the synergies among deep learning models, pretrained models, and comprehensive data sets, emerging as a robust framework for data-driven design and development in carbon capture. In essence, the adoption of the SMART approach promises a revolutionary impact on efforts in energy transition and industrial decarbonization.
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Inteligência Artificial , Aprendizado de Máquina , Tecnologia , Carbono , IndústriasRESUMO
An iridium-catalyzed hydrogen transfer strategy, enabling straightforward access to tetrahydropyridine derivatives from aryl-1,8-naphthyridines and indolines was developed. This method has unprecedented advantages, including high step economy. In addition, it does not produce any byproducts or require an external high-pressure H2 gas source. The method offers an important platform for the transformation of 1,8-naphthyridines and indolines into functionalized products.
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Hidrogênio , Irídio , Catálise , Estrutura Molecular , Naftiridinas , PirrolidinasRESUMO
Biochar application is a promising strategy for the remediation of contaminated soil, while ensuring sustainable waste management. Biochar remediation of heavy metal (HM)-contaminated soil primarily depends on the properties of the soil, biochar, and HM. The optimum conditions for HM immobilization in biochar-amended soils are site-specific and vary among studies. Therefore, a generalized approach to predict HM immobilization efficiency in biochar-amended soils is required. This study employs machine learning (ML) approaches to predict the HM immobilization efficiency of biochar in biochar-amended soils. The nitrogen content in the biochar (0.3-25.9%) and biochar application rate (0.5-10%) were the two most significant features affecting HM immobilization. Causal analysis showed that the empirical categories for HM immobilization efficiency, in the order of importance, were biochar properties > experimental conditions > soil properties > HM properties. Therefore, this study presents new insights into the effects of biochar properties and soil properties on HM immobilization. This approach can help determine the optimum conditions for enhanced HM immobilization in biochar-amended soils.
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Recuperação e Remediação Ambiental , Metais Pesados , Poluentes do Solo , Carvão Vegetal , Aprendizado de Máquina , Solo , Poluentes do Solo/análiseRESUMO
Endometrial cancer is the major type of gynecological cancer and ranks as the sixth most common cancer in women. Endometrial cancer usually is diagnosed in an advanced stage, complicating the treatments in many cases. The present research was focused on unveiling the in vitro anticancer role of fucoxanthin against the endometrial cancer HEC-1A cells by inhibiting the phosphatidylinositol-3-kinase/Akt/mammalian target of rapamycin (PI3K/Akt/mTOR) signaling axis. The cytotoxicity of fucoxanthin against the endometrial cancer HEC-1A cells was studied using the MTT test. The level of reactive oxygen species (ROS) production, mitochondrial membrane potential (MMP) status, and apoptotic cell death in the 7.5 and 10 µM administered HEC-1A cells were assayed using fluorescent staining techniques. The messenger RNA expression was analyzed using RT-PCR for PI3K/Akt/mTOR signaling molecules, proapoptotic (Bax and caspase-3) antiapoptotic (cyclin D1 and Bcl-2) genes, and inflammatory markers like tumour necrosis factor α (TNFα), nuclear factor kappa B (NF-κB), Cox-2, and interleukin (IL)-6. The cell viability assay proved that fucoxanthin effectively prevented HEC-1A cell viability, where the IC50 was 7.5 µM. Fucoxanthin at 7.5 and 10 µM remarkably improved ROS production and apoptosis and decreased the MMP in HEC-1A cells. The fucoxanthin effectively inhibited the PI3K/Akt/mTOR cascade along with the expression of TNF-α, NF-κB, Cox-2, and IL-6 and antiapoptotic genes cyclin D1 and Bcl-2 in the HEC-1A cells. Fucoxanthin treatment also enhanced the Bax and caspase-3 expressions in the HEC-1A cells. Our results from this work unveiled that fucoxanthin triggered growth inhibition and apoptosis in endometrial cancer HEC-1A cells. Besides, fucoxanthin inhibited the PI3K/Akt/mTOR cascade and improved apoptotic marker expressions in the HEC-1A cells.
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Neoplasias do Endométrio , Proteínas Proto-Oncogênicas c-akt , Feminino , Humanos , Apoptose , Proteína X Associada a bcl-2 , Caspase 3 , Linhagem Celular Tumoral , Ciclina D1 , Ciclo-Oxigenase 2 , Neoplasias do Endométrio/tratamento farmacológico , Neoplasias do Endométrio/metabolismo , NF-kappa B/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteínas Proto-Oncogênicas c-bcl-2 , Espécies Reativas de Oxigênio , Serina-Treonina Quinases TOR/metabolismo , XantofilasRESUMO
With the global lockdown, meteorological factors are highly discussed for COVID-19 transmission. In this study, national-specific and region-specific data sets from Germany, Italy, Spain and the United Kingdom were used to explore the effect of temperature, absolute humidity and diurnal temperature range (DTR) on COVID-19 transmission. From February 1st to November 1st, a 7-day COVID-19 case doubling time (Td), meteorological factors with cumulative 14-day-lagged, government response index and other factors were fitted in the distributed lag nonlinear models. The overall relative risk (RR) of the 10th and the 25th percentiles temperature compared to the median were 0.0074 (95% CI: 0.0023, 0.0237) and 0.1220 (95% CI: 0.0667, 0.2232), respectively. The pooled RR of lower (10th, 25th) and extremely high (90th) absolute humidity were 0.3266 (95% CI: 0.1379, 0.7734), 0.6018 (95% CI: 0.4693, 0.7718) and 0.3438 (95% CI: 0.2254, 0.5242), respectively. While the DTR did not have a significant effect on Td. The total cumulative effect of temperature (10th) and absolute humidity (10th, 90th) on Td increased with the change of lag days. Similarly, a decline in temperature and absolute humidity at cumulative 14-day-lagged corresponded to the lower RR on Td in pooled region-specific effects. In summary, the government responses are important factors in alleviating the spread of COVID-19. After controlling that, our results indicate that both the cold and the dry environment also likely facilitate the COVID-19 transmission.
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COVID-19 , China , Controle de Doenças Transmissíveis , Europa (Continente) , Alemanha , Governo , Humanos , Umidade , Itália , Conceitos Meteorológicos , SARS-CoV-2 , Espanha , Temperatura , Reino UnidoRESUMO
BACKGROUND: A great number of studies have confirmed that children are a particularly vulnerable population to air pollution. METHODS: In the present study, 332,337 outpatient visits of 15 hospitals for respiratory diseases among children (0-13 years), as well as the simultaneous meteorological and air pollution data, were obtained from 2014 to 2016 in Lanzhou, China. The generalized additive model was used to examine the effects of air pollutants on children's respiratory outpatient visits, including the stratified analysis of age, gender and season. RESULTS: We found that PM2.5, NO2 and SO2 were significantly associated with the increased total respiratory outpatient visits. The increments of total respiratory outpatient visits were the highest in lag 05 for NO2 and SO2, a 10 µg/m3 increase in NO2 and SO2 was associated with a 2.50% (95% CI: 1.54, 3.48%) and 3.50% (95% CI: 1.51, 5.53%) increase in total respiratory outpatient visits, respectively. Those associations remained stable in two-pollutant models. Through stratification analysis, all air pollutants other than PM10 were significantly positive associated with the outpatients of bronchitis and upper respiratory tract infection. Besides, both NO2 and SO2 were positively related to the pneumonia outpatient visits. PM2.5 and SO2 were significantly related to the outpatient visits of other respiratory diseases, while only NO2 was positively associated with the asthma outpatients. We found these associations were stronger in girls than in boys, particularly in younger (0-3 years) children. Interestingly, season stratification analysis indicated that these associations were stronger in the cold season than in the transition or the hot season for PM10, PM2.5 and SO2. CONCLUSIONS: Our results indicate that the air pollution exposure may account for the increased risk of outpatient visits for respiratory diseases among children in Lanzhou, particularly for younger children and in the cold season.
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Poluição do Ar/efeitos adversos , Serviços Médicos de Emergência/estatística & dados numéricos , Poluição Ambiental/efeitos adversos , Hospitais Pediátricos/estatística & dados numéricos , Pacientes Ambulatoriais/estatística & dados numéricos , Transtornos Respiratórios/induzido quimicamente , Transtornos Respiratórios/terapia , Adolescente , Criança , Pré-Escolar , China/epidemiologia , Cidades , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Transtornos Respiratórios/epidemiologiaRESUMO
BACKGROUND: Coronavirus disease 2019 (COVID-19) is an emerging infectious disease, which has caused numerous deaths and health problems worldwide. This study aims to examine the effects of airborne particulate matter (PM) pollution and population mobility on COVID-19 across China. METHODS: We obtained daily confirmed cases of COVID-19, air particulate matter (PM2.5, PM10), weather parameters such as ambient temperature (AT) and absolute humidity (AH), and population mobility scale index (MSI) in 63 cities of China on a daily basis (excluding Wuhan) from January 01 to March 02, 2020. Then, the Generalized additive models (GAM) with a quasi-Poisson distribution were fitted to estimate the effects of PM10, PM2.5 and MSI on daily confirmed COVID-19 cases. RESULTS: We found each 1 unit increase in daily MSI was significantly positively associated with daily confirmed cases of COVID-19 in all lag days and the strongest estimated RR (1.21, 95% CIs:1.14 ~ 1.28) was observed at lag 014. In PM analysis, we found each 10 µg/m3 increase in the concentration of PM10 and PM2.5 was positively associated with the confirmed cases of COVID-19, and the estimated strongest RRs (both at lag 7) were 1.05 (95% CIs: 1.04, 1.07) and 1.06 (95% CIs: 1.04, 1.07), respectively. A similar trend was also found in all cumulative lag periods (from lag 01 to lag 014). The strongest effects for both PM10 and PM2.5 were at lag 014, and the RRs of each 10 µg/m3 increase were 1.18 (95% CIs:1.14, 1.22) and 1.23 (95% CIs:1.18, 1.29), respectively. CONCLUSIONS: Population mobility and airborne particulate matter may be associated with an increased risk of COVID-19 transmission.
Assuntos
Infecções por Coronavirus/epidemiologia , Material Particulado/efeitos adversos , Pneumonia Viral/epidemiologia , Dinâmica Populacional/estatística & dados numéricos , COVID-19 , China/epidemiologia , Cidades/epidemiologia , Humanos , Pandemias , Material Particulado/análise , Medição de RiscoRESUMO
A Gram-positive and aerobic actinobacterium, strain SYSU D8006T, was isolated from a desert sand sample collected from Gurbantunggut desert, China. Phenotypically, the strain was found to grow at 14-50 °C, pH 6.0-9.0 and in the presence of up to 4% (w/v) NaCl. The chemotaxonomic features of strain SYSU D8006T included menaquinone MK-9(H4) as the respiratory quinone, diphosphatidylglycerol, phosphatidylcholine, phosphatidylethanolamine, phosphatidylinositol and phosphatidylinositol mannoside as known polar lipids, iso-C15:0, iso-C16:0, C17:1ω8c and C18:1ω9c as the predominant fatty acids, and arabinose, galactose and glucose as the whole cell sugars. Strain SYSU D8006T shared the highest 16S rRNA gene sequence identity with Blastococcus jejuensis DSM 19597T (98.2%). Based on the analyses of the phenotypic, genotypic and phylogenetic characteristics, strain SYSU D8006T is characterized to represent a novel species of the genus Blastococcus, for which the name Blastococcus deserti sp. nov. is proposed. The type strain is SYSU D8006T (= CGMCC 1.15935T = KCTC 49026T = CPCC 204618T).
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Actinomycetales/classificação , Actinomycetales/genética , Actinomycetales/crescimento & desenvolvimento , Actinomycetales/isolamento & purificação , Clima Desértico , Ácidos Graxos/análise , Fenótipo , Filogenia , Açúcares/análiseRESUMO
A Gram-stain positive, aerobic, non-motile and short-rod-shaped strain, CFH S00084T, was isolated from a sediment sample of the Yellow River in Henan Province, China. Phylogenetic analysis based on 16S rRNA gene sequences indicated that strain CFH S00084T clustered within members of Microbacterium and was most closely related to the type strains Microbacterium yannicii JCM 18959T and Microbacterium arthrosphaerae DSM 22421T (98.97â% and 98.36â% similarity, respectively). The strain grew optimally at 25-37 °C, at pH 7.0 and in 0-3â% (w/v) NaCl. The major whole-cell sugars were rhamnose and glucose. The cell-wall peptidoglycan mainly contained glycine, alanine and ornithine. The menaquinones of strain CFH S00084T were MK-13, MK-12 and MK-11. The major fatty acids detected were anteiso-C15â:â0, anteiso-C17â:â0 and iso-C16â:â0. The genome of strain CFH S00084T was 4.03 Mbp with a G+C content of 70.5 mol%. The average nucleotide identity (ANI) and digital DNA-DNA hybridization (dDDH) values between CFH S00084T and the other species of the genus Microbacterium were found to be low (ANIm <85â%, ANIb <75â% and dDDH <24â%). The phylogenomic analysis provided evidence for clear phylogenetic divergence between strain CFH S00084T and its closely related type strains. On the basis of the differential physiological properties, chemotaxonomic characteristics and low ANI and dDDH results, strain CFH S00084T is considered to represent a novel species for which the name Microbacteriumureisolvens sp. nov. is proposed. The type strain is CFH S00084T (=KCTC 39802T=DSM 103157T).
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Actinobacteria/classificação , Sedimentos Geológicos/microbiologia , Filogenia , Rios/microbiologia , Actinobacteria/isolamento & purificação , Técnicas de Tipagem Bacteriana , Composição de Bases , China , DNA Bacteriano/genética , Ácidos Graxos/química , Hibridização de Ácido Nucleico , Peptidoglicano/química , Fosfolipídeos/química , RNA Ribossômico 16S/genética , Análise de Sequência de DNA , Vitamina K 2/químicaRESUMO
A Streptomyces isolate, designated strain SYSU D8023T, was isolated from a desert sand sample collected from Gurbantunggut desert, China. The characterisation of the isolate was achieved using a polyphasic taxonomic approach. The isolate was found to be Gram-positive and aerobic. The strain was found to be able to grow at 14-50 °C, pH 6.0-9.0 and in the presence of up to 7% (w/v) NaCl. Strain SYSU D8023T contains LL-diaminopimelic acid as a cell wall diamino acid. The polar lipids were identified as diphosphatidylglycerol, phosphatidylethanolamine, phosphatidylglycerol, phosphatidylinositol, phosphatidylinositol mannoside, an unidentified glycolipid and an unidentified phospholipid. MK-9(H6) and MK-9(H8) were detected as the respiratory quinones, and anteiso-C15:0, iso-C16:0 and anteiso-C17:0 as the predominant fatty acids. Pairwise comparison of the 16S rRNA gene sequences indicated that strain SYSU D8023T has a sequence identity of 97.9% to Streptomyces barkulensis RC 1831T. The DNA G + C content of strain SYSU D8023T was determined to be 70.1 mol%. Based on the analyses of the phenotypic, genotypic and phylogenetic characteristics, strain SYSU D8023T was concluded to represent a novel species of the genus Streptomyces, for which the name Streptomyces desertarenae sp. nov. is proposed. The type strain of the species is SYSU D8023T (= CGMCC 4.7455T = KCTC 49023T).
Assuntos
Microbiologia do Solo , Streptomyces/classificação , Streptomyces/isolamento & purificação , Aerobiose , Composição de Bases , Parede Celular/química , China , Citosol/química , Clima Desértico , Ácido Diaminopimélico/análise , Ácidos Graxos/análise , Glicolipídeos/análise , Concentração de Íons de Hidrogênio , Fosfolipídeos/análise , Filogenia , Quinonas/análise , RNA Ribossômico 16S/genética , Homologia de Sequência do Ácido Nucleico , Cloreto de Sódio/metabolismo , Streptomyces/genética , Streptomyces/fisiologia , TemperaturaRESUMO
Strain SYSU D8008T was isolated from a desert sand sample collected from Saudi Arabia. The strain was observed to be Gram-stain positive, non-motile and aerobic. It can grow at 15-37 °C, pH 6.0-10.0 and can tolerant up to 7% (w/v) NaCl. Pairwise comparison of the 16S rRNA gene sequence indicated that strain SYSU D8008T shares high sequence similarities with Georgenia deserti SYSU D8004T (96.8%) and Georgenia halophila YIM 93316T (96.8%). Menaquinone MK-8(H4) was detected as the respiratory isoprenologue. The polar lipid profile of strain SYSU D8008T was found to consist of diphosphatidylglycerol, phosphatidylglycerol, phosphatidylinositol, two phosphatidylinositol mannosides, an unidentified glycolipid and an unidentified phospholipid. Strain SYSU D8008T was found to contain anteiso-C15:0 and iso-C15:0 as the predominant fatty acids. Galactose, glucose and rhamnose were detected as the whole cell sugars. Based on the phenotypic, genotypic and phylogenetic characteristics, strain SYSU D8008T can be differentiated from other closely related members of the genus Georgenia. The strain SYSU D8008T, therefore, is concluded to represent a novel species of the genus Georgenia, for which the name Georgenia alba sp. nov. is proposed. The type strain is SYSU D8008T (= CGMCC 1.15800T = KCTC 39988T).
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Actinomycetales/isolamento & purificação , Cloreto de Sódio/metabolismo , Microbiologia do Solo , Actinomycetales/classificação , Actinomycetales/genética , Actinomycetales/metabolismo , Técnicas de Tipagem Bacteriana , DNA Bacteriano/genética , Clima Desértico , Ácidos Graxos/metabolismo , Filogenia , RNA Ribossômico 16S/genética , Arábia Saudita , Cloreto de Sódio/análiseRESUMO
In recent years, induced pluripotent stem cells (iPSCs) technique is able to allow us to generate pluripotency from somatic cells in vitro through the over expression of several transcription factors. Normally, viral vectors and transcription factors are commonly used on iPSC technique, which could cause many barriers on further application. In this study, we attempt to process a new method to obtain pluripotency from goat somatic cells in vitro under fully chemically defined condition. The results showed that chemically induced pluripotent stem cells-like cells (CiPSC-like cells) colonies were generated from goat ear fibroblasts by fully small-molecule compounds. Those three dimensions colonies were similar with mouse iPSCs in morphology and had strong positive alkaline phosphatase (AP) activity and expressed pluripotency related genes OCT4, SOX2, NANOG, CDH1, TDGF, GDF3, DAX1, REX1, which determined by RT-PCR. Those colonies could also differentiate into different cell types derived from three germ layers proved by RT-PCR and immunofluorescence assays. The expression of glycolysis-related genes about PGAM1, KPYM2 and HXK2 in CiPSC-like colonies formation groups was significantly higher than their parental fibroblasts, but not in the non-CiPSC-like colonies formation group. The expression of histone acetylation and methylation-related genes, HAT1 and SMYD3, was not significantly up-regulated within different groups compared to their parental fibroblasts, respectively. Yet, the expression of histone methylation-related gene, KDM5B, was significantly up-regulated on the cells from non-colonies formation group compared to parental fibroblasts, but the expression of KDM5B of the cells from CiPSC-like cell colonies was not significantly difference compared to that of parental fibroblasts. In conclusion, this is the first report that CiPSC-like cells could be generated in vitro from goat rather than just mouse under fully chemically defined condition. The generation of CiPSC-like colonies may be depended on the correct modification of energy metabolism and histone epigenetic during the reprogramming, rather than just the over-expression of those pluripotency-related genes. This study will strongly support us to further establish the stable goat CiPSC lines without any integration of exogenous genes.
Assuntos
Histonas/metabolismo , Células-Tronco Pluripotentes Induzidas/citologia , Mitocôndrias/metabolismo , Fatores de Transcrição/genética , Animais , Diferenciação Celular/genética , Células Cultivadas , Reprogramação Celular , Proteínas de Ligação a DNA/genética , Metabolismo Energético , Fibroblastos/citologia , Cabras/metabolismo , Histona Desmetilases com o Domínio Jumonji/genética , Camundongos , Regulação para CimaRESUMO
To further promote the early development of porcine embryos and capture "naïve" pluripotent state within blastocyst, the experiment explored the effects of lysophosphatidic acid (LPA) on the early development of porcine parthenogenetic embryos and the expression of pluripotency relevant genes. The results showed that the addition of 50 µM LPA significantly improved parthenogenetic embryo cleavage rate (82.7% vs. 74.7%, p < 0.05), blastocyst rate (24.5% vs. 11.3%, p < 0.05) and blastocyst cell count (56 ± 7.9 vs. 42 ± 1.0, p < 0.05) than that of the control group. In addition, immunostaining experiment determined that the fluorescence intensity of OCT4 was also significantly higher than that of the control group. The quantitative real-time polymerase chain reaction (qRT-PCR) test revealed that addition of 50 µM LPA could significantly enhance the expression level of pluripotent gene OCT4 and trophoblast marker genes CDX2, however, decrease the expression of primitive hypoblast marker gene GATA4. The results also indicated that LPA might decrease the expression of GATA4 through the ROCK signalling pathway. For further investigating the effect of the addition of LPA on the expression of "primed" and "naïve" genes, we also detected the expression of those pluripotency-related genes by qRT-PCR. The results showed addition of LPA had no significant effect on the expression of "naïve" pluripotent genes, but it was able to significantly decrease the expression of "primed" pluripotent genes, NODAL and Activin-A; furthermore, it also could significantly improve the expression of OCT4 and c-Myc which act as two important ES cell renewal factors. Above all, the addition of LPA can facilitate the early development of porcine parthenogenetic embryos, which may be able to benefit for capturing "naïve" pluripotency in vitro through inhibiting "primed" pluripotency.
Assuntos
Blastocisto/efeitos dos fármacos , Regulação da Expressão Gênica no Desenvolvimento/efeitos dos fármacos , Marcadores Genéticos , Lisofosfolipídeos/farmacologia , Partenogênese , Animais , Células-Tronco Embrionárias/citologia , Transdução de Sinais/efeitos dos fármacos , SuínosRESUMO
Intensive care unit (ICU)-acquired pneumonia (ICUAP) is a major concern owing to its associated high mortality rate. Few studies have focused on ICUAP caused by Klebsiella pneumoniae (KP). This study aimed to investigate the risk factors for ICUAP-associated death due to KP and to develop a mortality prediction model. Patients with KP-associated ICUAP at Renji Hospital were enrolled from January 2012 to December 2017. The patients were registered from the ICU units of the Surgery, Gynecology and Obstetrics, Neurosurgery, Emergency and Geriatric Departments, and were followed for 30 days. A multivariate analysis was performed to analyze the differences between 30-day survivors and nonsurvivors, and to determine the independent risk factors. Receiver operator characteristic (ROC) curves were also used to determine the predictive power of the model. Among the 285 patients with KP-associated ICUAP, the median age was 70.55 years, and 61.6% were men. Fifty patients died. The nonsurvivors had a lower Glasgow coma score (GCS), platelet count, and albumin concentrations, but higher lactate concentrations, than the survivors. The nonsurvivors were also more likely to be admitted to the ICU for respiratory failure and surgery, and they received less appropriate empirical antimicrobial therapy than the survivors. A lower GCS (odds ratio [OR] = 0.836, 95% confidence interval [CI]: 0.770-0.907), lower albumin concentrations (OR = 0.836, 95% CI: 0.770-0.907), higher lactate concentrations (OR = 1.167, 95% CI: 1.0013-1.344) and inappropriate empirical treatment (OR = 2.559, 95% CI: 1.080-6.065) were independent risk factors for mortality in patients with KP-associated ICUAP. ROC curve analysis showed that the risk of death was higher in patients with 2 or more independent risk factors. The predictive model was effective, with an area under the ROC curve of 0.823 (95% CI: 0.773-0.865). The number of independent risk factors is positively correlated with the risk of death. Our model shows excellent predictive performance.
Assuntos
Klebsiella pneumoniae , Pneumonia , Masculino , Feminino , Gravidez , Humanos , Idoso , Unidades de Terapia Intensiva , Fatores de Risco , Pneumonia/epidemiologia , Albuminas , Estudos Retrospectivos , Curva ROC , PrognósticoRESUMO
Purpose: Drawing from the sociocultural-self model, this study aims to examine the influence of self-affirmation on the academic outcomes of lower-class migrant students, as well as the psychological mechanism underlying this phenomenon. Patients and Methods: A field experiment was conducted at a comprehensive secondary school in the southern region of China. Our study sample comprised 1534 immigrant students from diverse regions across the country, with an average proportion of 59.6% of students registered with a rural hukou. The hukou system plays a pivotal role in measuring social class in China, thus it was used as a proxy for lower and higher social class, with rural hukou students considered to be lower-class and urban hukou students considered to be higher-class. Prior to the English test, students in the self-affirmed group were engaged in a brief writing exercise that focused on their core values, whereas the control group wrote about a neutral topic. Results: The primary outcome of interest was the effect of self-affirmation on English test scores, whereas the secondary outcome was the students' survey stereotype threat. The results exhibit that self-affirmation more significantly improved the English test performance of lower-class students compared to higher-class students, and this positive effect was mediated by reducing stereotype threat. Conclusion: Our findings unravel the impact of self-affirmation on the academic performance of migrant students from different social classes and signify the mediating role of stereotype threat in this process. The present study extends previous findings to students from immigrant families in the Chinese cultural context, and these findings demonstrate that self-affirmation can constitute a promising intervention for stereotype threat and achievement gaps due to social class differences in immigrant family groups. Considering that this intervention takes only about 15 minutes of time, entails almost zero cost, does no harm, and that it focuses on disadvantaged immigrant students, it may provide valuable insights for educational policies to be implemented in a new type of migrant city such as Shenzhen.
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Zero-carbon energy and negative emission technologies are crucial for achieving a carbon neutral future, and nanomaterials have played critical roles in advancing such technologies. More recently, due to the explosive growth in data, the adoption and exploitation of artificial intelligence (AI) as part of the materials research framework have had a tremendous impact on the development of nanomaterials. AI has enabled revolutionary next-generation paradigms to significantly accelerate all stages of material discovery and facilitate the exploration of the enormous design space. In this review, we summarize recent advancements of AI applications in nanomaterials discovery, with a special emphasis on the selected applications of AI and nanotechnology for the net-zero emission future including the development of solar cells, hydrogen energy, battery materials for renewable energy, and CO2 capture and conversion materials for carbon capture, utilization and storage (CCUS) technologies. In addition, we discuss the limitations and challenges of current AI applications in this area by identifying the gaps that exist in current development. Finally, we present the prospect for future research directions in order to facilitate the large-scale applications of artificial intelligence for advancements in nanomaterials.
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Endometrial cancer (EC) is a common malignant tumor of the female reproductive system. Current treatments such as surgery and long-term hormone therapy are ineffective and have side effects. Danzhi Xiaoyao powder (DXP) can inhibit the growth of EC cells and induce apoptosis, but the pharmacological and molecular mechanisms of anticancer effects are still unclear. In this study, active components and potential targets of DXP were obtained from public databases. Protein effects and regulatory pathways of common targets were analyzed by protein-protein interaction (PPI), GO and KEGG. The results of network pharmacology showed that there are 87 common targets between EC and DXP. GO enrichment analysis showed that these targets were associated with response to oxidative stress, response to nutrient levels, hormone receptor binding and nuclear hormone receptor binding, etc. The results of KEGG analysis indicated that IL-17, TNF, PI3K/AKT, and RAS/RAF/MEK/ERK (ERK) signaling pathway were enriched in the anti-EC of DXP. Additionally, we cultured HEC-1B and KLE cells for validate experiments. DXP showed an inhibition of proliferation, migration, and cell cycle of both cells. Moreover, the expression of RAS, p-RAF, p-MEK, ERK, and p-ERK related proteins were downregulated. In conclusion, DXP might inhibit the proliferation of EC cells via apoptosis. Furthermore, DXP-induced inhibition of EC development might involve RAS/RAF/MEK/ERK pathway.
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The ever-increasing rise in the global population coupled with rapid urbanization demands considerable consumption of fossil fuel, food, and water. This in turn leads to energy depletion, greenhouse gas emissions and wet wastes generation (including food waste, animal manure, and sewage sludge). Conversion of the wet wastes to bioenergy and biochar is a promising approach to mitigate wastes, emissions and energy depletion, and simultaneously promotes sustainability and circular economy. In this study, various conversion technologies for transformation of wet wastes to bioenergy and biochar, including anaerobic digestion, gasification, incineration, hydrothermal carbonization, hydrothermal liquefaction, slow and fast pyrolysis, are comprehensively reviewed. The technological challenges impeding the widespread adoption of these wet waste conversion technologies are critically examined. Eventually, the study presents insightful recommendations for the technological advancements and wider acceptance of these processes by establishing a hierarchy of factors dictating their performance. These include: i) life-cycle assessment of these conversion technologies with the consideration of reactor design and catalyst utilization from lab to plant level; ii) process intensification by integrating one or more of the wet waste conversion technologies for improved performance and sustainability; and iii) emerging machine learning modeling is a promising strategy to aid the product characterization and optimization of system design for the specific to the bioenergy or biochar application.
Assuntos
Eliminação de Resíduos , Carvão Vegetal , Alimentos , PiróliseRESUMO
Background: Tryptophan 2,3-dioxygenase (TDO) encoded by TDO2, a rate-limiting enzyme in the kynurenine pathway, catabolizes tryptophan to kynurenine, evades immune surveillance, and promotes tumor growth. Although accumulating evidence suggests a crucial role of TDO2 during tumor formation and development, systematic evaluation of TDO2 across human cancers has rarely been reported. Methods: To shed more light on the role of TDO2 in human cancer, we explored the expression profiles of TDO2 and identified its prognostic value in pancancer analysis through TCGA, CCLE, and GTEx databases. We further utilized TCGA data to evaluate the association between TDO2 and tumor immunological features, such as mismatch repair (MMR), tumor immune infiltration, immune checkpoint-related genes, tumor mutational burden (TMB), microsatellite instability (MSI), and DNA methyltransferase (DNMT). Results: TDO2 exhibited different expression levels in various cancer cell lines. Frequently, TDO2 was detected to be highly expressed in the majority of cancers. In addition, high TDO2 expression was correlated with an unfavorable prognosis for patients in KIRP, LGG, TGCT, and UVM. Moreover, high TDO2 expression level positively correlated with higher immune infiltration, especially dendritic cells. Additionally, there is a close relationship between TDO2 and immune checkpoint-related gene markers, such as LAIR1, CD276, NRP1, CD80, and CD86. Finally, correlation analysis has demonstrated a high-correlation between TDO2 and TMB, MSI, MMR, and DNMT of multiple cancer types. Conclusion: Therefore, our results suggest that TDO2 can function as a potential prognostic biomarker due to its role in tumor immunity regulation.
Assuntos
Neoplasias , Triptofano Oxigenase , Antígenos B7/genética , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , DNA , Humanos , Imunoterapia , Cinurenina/genética , Cinurenina/metabolismo , Metiltransferases/genética , Instabilidade de Microssatélites , Neoplasias/genética , Neoplasias/terapia , Prognóstico , Triptofano/genética , Triptofano/metabolismo , Triptofano Oxigenase/genética , Triptofano Oxigenase/metabolismoRESUMO
Ovarian cancer (OVCA) has the second highest mortality among all gynecological cancers worldwide due to its complexity and difficulty in early-stage diagnosis and a lack of targeted therapy. Modern strategies of OVCA treatment involve debulking surgery combined with chemotherapy. Nonetheless, the current treatment is far from satisfactory sometimes and therefore the demand for novel therapeutic measures needs to be settled. Pyroptosis is a notable form of programmed cell death characterized by influx of sodium with water, swelling of cells, and finally osmotic lysis, which is distinctive from numerous classes of programmed cell death. So far, four major pathways underlying mechanisms of pyroptosis have been identified and pyroptosis is indicated to be connected with a variety of disorders including cancerous diseases. Interestingly enough, pyroptosis plays an important role in ovarian cancer with regard to long non-coding RNAs and several regulatory molecules, as is shown by previously published reports. In this review, we summarized major pathways of pyroptosis and the current research foundations of pyroptosis and ovarian cancer, anticipating enriching the thoughts for the treatment of ovarian cancer. What is more, some problems yet unsolved in this field were also raised to hopefully propose several potential threads of OVCA treatment and research directions in future.