Empirical formulas are indispensable tools in water engineering and hydraulic structure design.Derived from meticulous field observations,experiments,and diverse datasets,these formulas help to estimate water leakage ...Empirical formulas are indispensable tools in water engineering and hydraulic structure design.Derived from meticulous field observations,experiments,and diverse datasets,these formulas help to estimate water leakage in structures such as dams,tunnels,canals,and pipelines.By utilizing a few easily measurable parameters,engineers can employ these formulas to generate preliminary leakage rate estimates before proceeding with more detailed analyses.In this study,a physical model was developed,and a series of experiments were conducted,considering variables such as inflow rate,materials constituting the unsaturated medium,and variations in infiltration trench depth and width.As a result,a novel artificial recharge method was introduced,and an empirical equation,Q_(out)=0.0066×D_(50)^(0.64)×L×P^(0.36),was proposed to estimate the infiltration capacity of the trench.This equation incorporates factors such as the wetted perimeter,mean soil particle diameter,trench length,and a coefficient.A comparative analysis between the observed data from nine Iranian earthen canals and the values calculated using the proposed equation revealed an average relative error of 15%between the two datasets.In addition,the Pearson correlation coefficient was determined to be 0.981 and the Root Mean Square Error(RMSE)was 0.381,demonstrating the strong predictive performance of the equation.The parameters considered in the proposed equation allow for its application across diverse regions.Given its accurate performance,this equation provides a reliable initial estimate of the leakage rate,thereby helping to reduce costs and save time.展开更多
To the Editor:Pancreatic cancer is a malignancy characterized by a poor prog-nosis,with a 5-year survival rate of<10%[1].Furthermore,only a minority of patients(<20%)qualify for curative-intent resec-tion,and ev...To the Editor:Pancreatic cancer is a malignancy characterized by a poor prog-nosis,with a 5-year survival rate of<10%[1].Furthermore,only a minority of patients(<20%)qualify for curative-intent resec-tion,and even among those who undergo this procedure,the risk of recurrence within three years remains alarmingly high,reach-ing up to 70%[2].Due to the lack of specific clinical manifes-tations of pancreatic cancer,most cases have metastasized or in-vaded the major vessels around the pancreas at the time of initial diagnosis,resulting in a low surgical resection rate.Even patients who undergo surgical resection often face a poor prognosis[3].In recent years,neoadjuvant chemotherapy using agents such as gemcitabine,5-fluorouracil,albumin-bound paclitaxel,modified fluorouracil/leucovorin plus irinotecan,and oxaliplatin(mFOLFIRI-NOX),targeted therapies addressing molecular subtypes of pan-creatic cancer,and immunotherapies targeting PD-1 and PD-L1 have shown efficacy in improving the overall prognosis of patients with pancreatic cancer,although the impact remains modest[4,5].Therefore,novel therapeutic strategies and prognostic evaluation systems are urgently needed to enhance the survival of patients with pancreatic cancer.展开更多
BACKGROUND Shwachman-Diamond syndrome(SDS)is a rare genetic disorder that affects multiple organs,primarily the liver.Most patients are diagnosed during infancy or early childhood.As they grow older,the majority of af...BACKGROUND Shwachman-Diamond syndrome(SDS)is a rare genetic disorder that affects multiple organs,primarily the liver.Most patients are diagnosed during infancy or early childhood.As they grow older,the majority of affected children may experience spontaneous remission,and cases of cirrhosis in adults are rarely reported.CASE SUMMARY A 36-year-old male patient presented with massive ascites.Laboratory tests revealed pancytopenia and a serum-ascites albumin gradient greater than 1.1 g/dL.An abdominal computed tomography scan demonstrated cirrhosis,splenomegaly,pancreatic fat infiltration,and a substantial accumulation of peritoneal fluid.Gastroscopy identified esophageal varices.Liver stiffness measurement indicated a value of 32.7 kPa.Based on the results of auxiliary examinations,common causes of cirrhosis were excluded,and a mutation in the Shwachman-Bodian-Diamond syndrome gene was ultimately identified through whole-exome sequencing.The patient was diagnosed with cirrhosis secondary to SDS.Following the correction of hypoalbuminemia and administration of diuretics,the patient's ascites resolved.CONCLUSION Patients with liver cirrhosis who also exhibit pancreatic fat infiltration and pancytopenia necessitate further exon testing to exclude the possibility of SDS.展开更多
Climate change and human activities are primary drivers of runoff variations,significantly impacting the hydrological balance of river basins.In recent decades,the Yellow River Basin,China has experienced a marked dec...Climate change and human activities are primary drivers of runoff variations,significantly impacting the hydrological balance of river basins.In recent decades,the Yellow River Basin,China has experienced a marked decline in runoff,posing challenges to the sustainable development of regional water resources and ecosystem stability.To enhance the understanding of runoff dynamics in the basin,we selected the Dahei River Basin,a representative tributary in the upper reaches of the Yellow River Basin as the study area.A comprehensive analysis of runoff trends and contributing factors was conducted using the data on hydrology,meteorology,and water resource development and utilization.Abrupt change years of runoff series in the Dahei River Basin was identified by the Mann-Kendall and Pettitt tests:1999 at Dianshang,Qixiaying,and Meidai hydrological stations and 1995 at Sanliang hydrological station.Through hydrological simulations based on the Variable Infiltration Capacity(VIC)model,we quantified the factors driving runoff evolution in the Dahei River Basin,with climate change contributing 9.92%–22.91%and human activities contributing 77.09%–90.08%.The Budyko hypothesis method provided similar results,with climate change contributing 13.06%–20.89%and human activities contributing 79.11%–86.94%.Both methods indicated that human activities,particularly water consumption,were dominant factors in the runoff variations of the Dahei River Basin.The integration of hydrological modeling with attribution analysis offers valuable insights into runoff evolution,facilitating adaptive strategies to mitigate water scarcity in arid and semi-arid areas.展开更多
BACKGROUND Colorectal cancer(CRC)remains a major global health burden due to its high incidence and mortality,with treatment efficacy often hindered by tumor hetero-geneity,drug resistance,and a complex tumor microenv...BACKGROUND Colorectal cancer(CRC)remains a major global health burden due to its high incidence and mortality,with treatment efficacy often hindered by tumor hetero-geneity,drug resistance,and a complex tumor microenvironment(TME).Lactate metabolism plays a pivotal role in reshaping the TME,promoting immune eva-sion and epithelial-mesenchymal transition,making it a promising target for novel therapeutic strategies and prognostic modeling in CRC.AIM To offer an in-depth analysis of the role of lactate metabolism in CRC,high-lighting its significance in the TME and therapeutic response.METHODS Utilizing single-cell and transcriptomic data from the Gene Expression Omnibus and The Cancer Genome Atlas,we identified key lactate metabolic activities,particularly in the monocyte/macrophage subpopulation.RESULTS Seven lactate metabolism-associated genes were significantly linked to CRC prognosis and used to construct a predictive model.This model accurately forecasts patient outcomes and reveals notable distinct patterns of immune infiltration and transcriptomic profiles mutation profiles between high-and low-risk groups.High-risk patients demonstrated elevated immune cell infiltration,increased mutation frequencies,and heightened sensitivity to specific drugs(AZD6482,tozasertib,and SB216763),providing a foundation for personalized treatment approaches.Additionally,a nomogram integrating clinical and metabolic data effectively predicted 1-,3-,and 5-year survival rates.CONCLUSION This report underscored the pivotal mechanism of lactate metabolism in CRC prognosis and suggest novel avenues for therapeutic intervention.展开更多
The Mg−1Zn−1Sn and Mg−1Zn−1Sn−0.2Ca alloy scaffolds were prepared via infiltration casting using 3D-printed Ti templates to achieve complete and accurate control of the pore structure.The results indicate that the act...The Mg−1Zn−1Sn and Mg−1Zn−1Sn−0.2Ca alloy scaffolds were prepared via infiltration casting using 3D-printed Ti templates to achieve complete and accurate control of the pore structure.The results indicate that the actual porosity and pore size of the prepared P model for each pore size are greater than the designed values.The addition of Ca changes the second phase of the alloy from Mg_(2)Sn to CaMgSn and refines its microstructure.The compressive yield strength and compressive modulus of the Mg−1Zn−1Sn−0.2Ca alloy scaffold reach 32.61 MPa and 0.23 GPa,respectively.The corrosion current density is measured at 14.64μA/cm^(2),with an instantaneous corrosion rate of 0.335 mm/a.Both scaffolds exhibit excellent biocompatibility and no cytotoxicity.Additionally,the antibacterial effects of both alloys on E.coli are greater than 97.81%.These results indicate that Mg alloy scaffolds have great potential for clinical applications.展开更多
Injection rate is crucial for determining the hydraulic fracturing effectiveness;however,the effects of the injection rate on the pore and fracture structure(PFS)and fluid infiltration during injection pressurization ...Injection rate is crucial for determining the hydraulic fracturing effectiveness;however,the effects of the injection rate on the pore and fracture structure(PFS)and fluid infiltration during injection pressurization have rarely been explored.In this study,the cylindrical sandstone samples were hydraulically fractured at various injection rates on a self-developed integrated nuclear magnetic resonance(NMR)and hydraulic fracturing experimental system.The results show that low injection rates predominantly resulted in macropore-scale damage by creating intergranular cracks,whereas high injection rates facilitated micropore-scale damage,probably owing to the adsorption swelling effect of clay minerals within pores.Additionally,the water contents of the samples with low injection rates exhibited a continuous increase,whereas those of the samples with high injection rates initially increased and subsequently stabilized.Magnetic resonance imaging(MRI)indicated that fluid infiltration during the fracturing process exhibited high anisotropy owing to the inherent heterogeneous PFS distributions around the wellbore.Moreover,a primary fluid infiltration path exists that aligns with the initiation direction of the hydraulic fractures.However,the fluid infiltration damage distance along the hydraulic fracture direction decreased with increasing injection rate,whereas the fluid infiltration damage distance perpendicular to the hydraulic fracture direction was approximately equal to the characteristic length,regardless of the injection rate.Finally,we recommend using the pore damage during fluid pressurization as the basis for selecting the proppant size and employing a primary fluid infiltration path to predict hydraulic fracture initiation.These findings provide valuable insights into the design of hydraulic fracturing in tight gas reservoirs.展开更多
The rapid advancement of single-cell sequencing(SCS)technology has provided new insights into the relationship between inflammatory bowel disease(IBD)and colorectal cancer(CRC).This technique allows for detailed cellu...The rapid advancement of single-cell sequencing(SCS)technology has provided new insights into the relationship between inflammatory bowel disease(IBD)and colorectal cancer(CRC).This technique allows for detailed cellular analysis,enabling researchers to uncover the infiltration patterns of immune cells within the gut microenvironment and their roles in disease progression.This review summarizes significant research findings on the interplay between IBD and CRC,the characteristics of immune cell infiltration,and potential therapeutic targets identified through SCS.The aim is to offer references for future clinical studies and treatment strategies in this field.展开更多
The traditional Green-Ampt model does not accurately represent the infiltration behavior of clay soils.Infiltration in clay is influenced by low hydraulic conductivity,strong capillary forces,and a gradual transition ...The traditional Green-Ampt model does not accurately represent the infiltration behavior of clay soils.Infiltration in clay is influenced by low hydraulic conductivity,strong capillary forces,and a gradual transition zone between saturated and unsaturated zones.These factors often lead to overestimated infiltration rates and underestimated infiltration durations.Therefore,it is necessary to improve the model to better reflect the characteristics of clay infiltration and enhance its predictive accuracy and practical applicability.This study conducts hydraulic characterization tests,one-dimensional soil column rainfall infiltration experiments,and numerical analysis on a representative clay sampled from Wuhan,China,to investigate infiltration behaviors under varying rainfall intensities and initial moisture conditions.The study reveals that the proportion of the transition layer within the wetting layer decreases with increasing wetting front depth,following a power-law function.Under the same initial moisture content,this proportion tends to converge to a stable value regardless of rainfall intensity.In contrast,under the same rainfall intensity,a higher initial moisture content leads to a larger proportion of the transition layer at a given wetting front depth.Based on the NMR curve,the unsaturated permeability coefficients corresponding to different volumetric water contents of clay can be obtained quickly,accurately,and at low cost.By utilizing the unsaturated permeability coefficient prediction model based on the nuclear magnetic resonance(NMR)curve,the study refines the computational method for the equivalent permeability coefficient in the wetting layer during clay rainfall infiltration,and proposes an improved clay Green-Ampt infiltration model that considers the saturated-unsaturated differentiation layer and the dynamic variation of its equivalent permeability coefficient under continuous rainfall conditions.The computational results of the improved model were compared with measured infiltration data,numerical simulations,and predictions from the traditional GA model.The results indicate that the improved model effectively captures the dynamic variation between the transition layer and wetting layer and provides more accurate predictions of wetting front depth in clay,with an accuracy approximately 68.36%higher than that of the traditional GA model.展开更多
BACKGROUND To observe the endoscopic and pathological characteristics of laterally spreading tumors(LSTs)and explore the risk factors for carcinogenesis and submucosal infiltration.AIM To analyze the clinicopathologic...BACKGROUND To observe the endoscopic and pathological characteristics of laterally spreading tumors(LSTs)and explore the risk factors for carcinogenesis and submucosal infiltration.AIM To analyze the clinicopathological features of colorectal LSTs treated endoscopically and determine risk factors associated with carcinogenesis and submucosal invasion,providing evidence-based guidance for optimal treatment strategy selection.METHODS This study retrospectively analyzed the sex,age,and endoscopic and pathological features of patients who underwent endoscopic treatment for colorectal LSTs in our hospital from January 2021 to July 2024.Single-factor analysis was used to identify the risk factors for cancer and submucosal infiltration,and the factors with statistical significance were included in multivariate logistic regression analysis.RESULTS A total of 422 patients,including 224 males and 198 females,aged 63.45±9.23 years,were included.There were 456 LST lesions in total.The length of the endoscopically resected specimens was 3.01±0.48 cm,and the length of the lesions was 2.37±1.59 cm.It was located in 115 rectums(25.2%),40 sigmoid colon(8.8%),26 descending colon(5.7%),109 transverse colon(23.9%),112 ascending colon(24.6%),and 54 ileocecal regions(11.8%).Endoscopic submucosal dissection(ESD)was performed in 237 patients(52.0%),and endoscopic mucosal resection(EMR)was performed in 95 patients(20.8%).There were 113 EMR with precutting cases(24.8%),11 ESD with snare cases(2.4%),4 delayed bleeding cases and 5 intraoperative perforations.The pathological results revealed 119 cases of low-grade intraepithelial neoplasia(26.1%),221 cases of high-grade intraepithelial neoplasia(48.5%),82 cases of intramucosal carcinoma(18.0%),and 34 cases of submucous invasive carcinoma(7.5%).Multiple logistic regression analyses revealed that lesion size(>2 cm),lesion location(rectal)and endoscopic classification[false depressed tubulovillous adenoma(LST-NG pseudodepressed type,LST-NG-PD),type 1 particles(LST-G homogenous type),and LST-G nodular mixed type],accompanied by large nodules(with)were independent risk factors for carcinogenesis;endoscopic classification(LST-NG-PD)and the presence of large nodules were independent risk factors for submucosal infiltration.CONCLUSION These risk factors provide practical guidance for treatment selection:LST-NG-PD with large nodules should prioritize ESD,while high-risk rectal lesions>2 cm may require additional imaging evaluation before endoscopic resection.展开更多
AIM:To investigate cuproptosis-related molecular and immune infiltration in age-related macular degeneration(AMD)development and establish a predictive model.METHODS:The expression profiles of cuproptosisrelated genes...AIM:To investigate cuproptosis-related molecular and immune infiltration in age-related macular degeneration(AMD)development and establish a predictive model.METHODS:The expression profiles of cuproptosisrelated genes and immune signature in AMD based on the microarray dataset GSE29801 were analyzed.A total of 142 AMD samples were used to identify the cuproptosisrelated differentially expressed genes(Cu-DEGs),together with the immune cell infiltration.To further refine the list of potential genes for AMD diagnosis,three machine learning techniques were used,and an external dataset were applied for confirming the accuracy of the predictive performance.Reverse transcription polymerase chain reaction(RT-PCR)were also performed to examine the level of mRNA of hub genes.The activated immune responses and Cu-DEGs were assessed between AMD and controls.RESULTS:Six genes,including ATP7A,DBT,VEGFA,UBE2D3,CP,SLC31A1,were screened as cuproptosissignature in AMD via three machine learning methods.Next,SLC31A1 and VEGFA was selected as hub genes by performance evaluation in an external dataset GSE160011,further analysis showed that SLC31A1 and VEGFA were associated with pathways related to immune signaling and immune function,which were then observed in relation to infiltrating immune cells.Finally,the mRNA expression levels of SLC31A1 and VEGFA were significantly higher in laser induced choroidal neovascularization(CNV)group than in control group detected by RT-PCR.CONCLUSION:In this study,the possible relationship between cuproptosis and AMD is expounded systematically.A predictive model is developed to assess the risk of cuproptosis-related genes and their clinical prognostic value in AMD patients.展开更多
Lithium-sulfur(Li-S)batteries are promising next-generation high-energy-density energy storage devices.However,the failure mechanism of 500 Wh kg^(-1)level Li-S pouch cells has not been well understood.Herein,quantita...Lithium-sulfur(Li-S)batteries are promising next-generation high-energy-density energy storage devices.However,the failure mechanism of 500 Wh kg^(-1)level Li-S pouch cells has not been well understood.Herein,quantitative and systematic failure analysis is conducted on 500 Wh kg^(-1)level Li-S pouch cells to understand the underlying failure mechanism.Focusing on electrolyte exhaustion as the primary cause of cell failure,quantitative analysis methods are established to determine electrolyte occupation by physical infiltration of the cathode,separator,and anode as well as chemical consumption by lithium metal.Insufficient physical infiltration of the cathode caused by irreversible cathode volume expansion is identified as the main cause of electrolyte exhaustion.In comparison,chemical consumption of electrolytes by lithium metal and insufficient anode infiltration have limited influence on cell operations.To address the insufficient cathode infiltration,macropore-rich sulfur cathodes are fabricated to suppress the irreversible volume expansion and prolong the cycling lifespan of Li-S pouch cells by 2.4 times.This work elucidates that the sulfur cathode dominates the cycling lifespan of high-energy-density Li-S batteries and highlights cathode structural design to mitigate irreversible volume expansion for cycling performance improvement.展开更多
Against the backdrop of comprehensively promoting quality education,aesthetic education,as an important component of the education system,has become increasingly prominent in its value.As a place for cultivating techn...Against the backdrop of comprehensively promoting quality education,aesthetic education,as an important component of the education system,has become increasingly prominent in its value.As a place for cultivating technical talents,vocational colleges shoulder an important mission in the cultivation of students’aesthetic education.The current art education work in vocational colleges is facing many difficulties.The traditional single art education model is difficult to meet the growing aesthetic needs of students,and the integration of art education and professional education is insufficient,failing to fully play the role of art education in promoting students’comprehensive development.The infiltration of aesthetic education has brought a new perspective to the aesthetic education work in vocational colleges,emphasizing that aesthetic education should be fully integrated into all aspects of students’learning and life,shaping their aesthetic literacy.展开更多
Titanium/magnesium alloy bimetal composites show promising prospects for lightweight applications.The Ti/Mg bimetal composite was fabricated in Ti−6Al−4V pyramidal lattice structure via AZ91D melt infiltration.Compara...Titanium/magnesium alloy bimetal composites show promising prospects for lightweight applications.The Ti/Mg bimetal composite was fabricated in Ti−6Al−4V pyramidal lattice structure via AZ91D melt infiltration.Comparative analysis of the tensile and compressive properties was conducted between the composite and its constituent materials(Ti−6Al−4V lattice structure and AZ91D matrix).The tensile strength of the composite(95.9 MPa)was comparable to that of the Ti−6Al−4V lattice structure(94.4 MPa)but lower than that of the AZ91D alloy(120.8 MPa)due to gaps at the bimetal interfaces hindering load transfer during tension.The composite exhibited greater elongation(1.7%)compared to AZ91D(1.4%)alloy but less than the Ti−6Al−4V lattice structure(2.6%).The compressive performance of the composite outperformed that of the Ti−6Al−4V lattice structure,underscoring the significance of the AZ91D alloy in compressive deformation.Fracture analysis indicated that the predominant failure reasons in both the composite and lattice structures were attributed to the breakage of lattice struts at nodes caused by the stress concentration.展开更多
Intense precipitation infiltration and intricate excavation processes are crucial factors that impact the stability and security of towering and steep rock slopes within mining sites.The primary aim of this research w...Intense precipitation infiltration and intricate excavation processes are crucial factors that impact the stability and security of towering and steep rock slopes within mining sites.The primary aim of this research was to investigate the progression of cumulative failure within a cracked rock formation,considering the combined effects of precipitation and excavation activities.The study was conducted in the Huangniuqian eastern mining area of the Dexing Copper Mine in Jiangxi Province,China.An engineering geological investigation was conducted,a physical model experiment was performed,numerical calculations and theoretical analysis were conducted using the matrix discrete element method(Mat-DEM),and the deformation characteristics and the effect of the slope angle of a fractured rock mass under different scenarios were examined.The failure and instability mechanisms of the fractured rock mass under three slope angle models were analyzed.The experimental results indicate that as the slope angle increases,the combined effect of rainfall infiltration and excavation unloading is reduced.A novel approach to simulating unsaturated seepage in a rock mass,based on the van Genuchten model(VGM),has been developed.Compared to the vertical displacement observed in a similar physical experiment,the average relative errors associated with the slope angles of 45,50,and 55were 2.094%,1.916%,and 2.328%,respectively.Accordingly,the combined effect of rainfall and excavation was determined using the proposed method.Moreover,the accuracy of the numerical simulation was validated.The findings contribute to the seepage field in a meaningful way,offering insight that can inform and enhance existing methods and theories for research on the underlying mechanism of ultra-high and steep rock slope instability,which can inform the development of more effective risk management strategies.展开更多
Machine learning(ML)provides a new surrogate method for investigating groundwater flow dynamics in unsaturated soils.Traditional pure data-driven methods(e.g.deep neural network,DNN)can provide rapid predictions,but t...Machine learning(ML)provides a new surrogate method for investigating groundwater flow dynamics in unsaturated soils.Traditional pure data-driven methods(e.g.deep neural network,DNN)can provide rapid predictions,but they do require sufficient on-site data for accurate training,and lack interpretability to the physical processes within the data.In this paper,we provide a physics and equalityconstrained artificial neural network(PECANN),to derive unsaturated infiltration solutions with a small amount of initial and boundary data.PECANN takes the physics-informed neural network(PINN)as a foundation,encodes the unsaturated infiltration physical laws(i.e.Richards equation,RE)into the loss function,and uses the augmented Lagrangian method to constrain the learning process of the solutions of RE by adding stronger penalty for the initial and boundary conditions.Four unsaturated infiltration cases are designed to test the training performance of PECANN,i.e.one-dimensional(1D)steady-state unsaturated infiltration,1D transient-state infiltration,two-dimensional(2D)transient-state infiltration,and 1D coupled unsaturated infiltration and deformation.The predicted results of PECANN are compared with the finite difference solutions or analytical solutions.The results indicate that PECANN can accurately capture the variations of pressure head during the unsaturated infiltration,and present higher precision and robustness than DNN and PINN.It is also revealed that PECANN can achieve the same accuracy as the finite difference method with fewer initial and boundary training data.Additionally,we investigate the effect of the hyperparameters of PECANN on solving RE problem.PECANN provides an effective tool for simulating unsaturated infiltration.展开更多
Objective:SOX11 is expressed in numerous malignancies,including hepatocellular carcinomas(HCC),but its oncogenic function has not been elucidated.Here,we performed a comprehensive bioinformatics analysis of the Liver ...Objective:SOX11 is expressed in numerous malignancies,including hepatocellular carcinomas(HCC),but its oncogenic function has not been elucidated.Here,we performed a comprehensive bioinformatics analysis of the Liver Hepatocellular Carcinoma(LIHC)dataset to investigate the function of SOX11 in tumorgenesis.Methods:SOX11 expression data from The Cancer Genome Atlas(TCGA)and Gene Expression Omnibus(GEO)were validated by immunohistochemistry(IHC).Co-expression,differential expression,and functional analyses utilized TCGA-LIHC,Timer 2.0,Metascape,GTEx,and LinkedOmics databases.Associations with immune infiltration,ferroptosis,and immune checkpoint genes were assessed.Genetic changes were explored via CBioPortal.Logistic regression,receiver operating characteristic curve(ROC),Kaplan-Meier analysis,and nomogram modeling evaluated associations with HCC clinicopathological features.SOX11’s impact on proliferation and migration was studied in HepG2 and HuH7 cell lines.Results:SOX11 was significantly elevated in HCC tumors compared to controls.SOX11-associated genes exhibited differential expression in pathways involving extracellular membrane ion channels.Significant associations were found between SOX11 levels,immune infiltration,ferroptosis,and immune checkpoint genes in HCC tissue.SOX11 levels correlated with HCC stage,histologic grade,and tumor status,and independently predicted overall and disease-specific survival.SOX11 expression effectively distinguished between tumor and normal liver tissue.Spearman correlations highlighted a significant relationship between SOX11 and ferroptosis-associated genes.Decreased SOX11 levels in HepG2 and HuH7 cells resulted in reduced proliferation and migration.Conclusions:SOX11 was found to represent a promising biomarker within HCC diagnosis and prognosis together with being a possible drug-target.展开更多
Infiltration–runoff–slope instability mechanism of macropore slope under heavy rainfall is unclear.This paper studied its instability mechanism with an improved Green–Ampt(GA)model considering the dual-porosity(i.e...Infiltration–runoff–slope instability mechanism of macropore slope under heavy rainfall is unclear.This paper studied its instability mechanism with an improved Green–Ampt(GA)model considering the dual-porosity(i.e.,matrix and macropore)and ponding condition,and proposed the infiltration equations,infiltration–runoff coupled model,and safety factor calculation method.Results show that the infiltration processes of macropore slope can be divided into three stages,and the proposed model is rational by a comparative analysis.The wetting front depth of the traditional unsaturated slope is 17.2%larger than that of the macropore slope in the early rainfall stage and 27%smaller than that of the macropore slope in the late rainfall stage.Then,macropores benefit the slope stability in the early rainfall but not in the latter.Macropore flow does not occur initially but becomes pronounced with increasing rainfall duration.The equal depth of the wetting front in the two domains is regarded as the onset criteria of macropore flow.Parameter analysis shows that macropore flow is delayed by increasing proportion of macropore domain(ω_(f)),whereas promoted by increasing ratio of saturated permeability coefficients between the two domains(μ).The increasing trend of ponding depth is sharp at first and then grows slowly.Finally,when rainfall duration is less than 3 h,ωf andμhave no significant effect on the safety factor,whereas it decreases with increasingωf and increases with increasingμunder longer duration(≥3 h).With the increase ofω_(f),the slope maximum instability time advances by 10.5 h,and with the increase ofμ,the slope maximum instability time delays by 3.1 h.展开更多
The development of advanced aircraft relies on high performance thermal-structural materials,and carbon/carbon com-posites(C/C)composited with ultrahigh-temperature ceramics are ideal candidates.However,the traditiona...The development of advanced aircraft relies on high performance thermal-structural materials,and carbon/carbon com-posites(C/C)composited with ultrahigh-temperature ceramics are ideal candidates.However,the traditional routes of compositing are either inefficient and expensive or lead to a non-uniform distribution of ceramics in the matrix.Compared with the traditional C/C-ZrC-SiC composites prepared by the reactive melt infiltration of ZrSi_(2),C/C-ZrB_(2)-ZrC-SiC composites prepared by the vacuum infiltration of ZrB_(2) combined with reactive melt infiltration have the higher content and more uniform distribution of the introduced ceramic phases.The mass and linear ablation rates of the C/C-ZrB_(2)-ZrC-SiC composites were respectively 68.9%and 29.7%lower than those of C/C-ZrC-SiC composites prepared by reactive melt infiltration.The ablation performance was improved because the volatilization of B_(2)O_(3),removes some of the heat,and the more uniformly distributed ZrO_(2),that helps produce a ZrO2-SiO2 continu-ous protective layer,hinders oxygen infiltration and decreases ablation.展开更多
ZrB_(2)-based ceramics typically necessitate high temperature and pressure for sintering,whereas ZrB_(2)-SiC ceramics can be fabricated at 1500℃using the process of reactive melt infiltration with Si.In comparison to...ZrB_(2)-based ceramics typically necessitate high temperature and pressure for sintering,whereas ZrB_(2)-SiC ceramics can be fabricated at 1500℃using the process of reactive melt infiltration with Si.In comparison to the conventional preparation method,reactive synthesis allows for the more facile production of ultra-high temperature ceramics with fine particle size and homogeneous composition.In this work,ZrSi_(2),B4C,and C were used as raw materials to prepare ZrB_(2)-SiC via combination of tape casting and reactive melt infiltration herein referred to as ZBC ceramics.Control sample of ZrB_(2)-SiC was also prepared using ZrB_(2)and SiC as raw materials through an identical process designated as ZS ceramics.Microscopic analysis of both ceramic groups revealed smaller and more uniformly distributed particles of the ZrB_(2)phase in ZBC ceramics compared to the larger particles in ZS ceramics.Both sets of ceramics underwent cyclic oxidation testing in the air at 1600℃for a cumulative duration of 5 cycles,each cycle lasting 2 h.Analysis of the oxidation behavior showed that both ZBC ceramics and ZS ceramics developed a glassy SiO_(2)-ZrO_(2)oxide layer on their surfaces during the oxidation.This layer severed as a barrier against oxygen.In ZBC ceramics,ZrO_(2)is finely distributed in SiO_(2),whereas in ZS ceramics,larger ZrO_(2)particles coexist with glassy SiO_(2).The surface oxide layer of ZBC ceramics maintains a dense structure because the well-dispersed ZrO_(2)increases the viscosity of glassy SiO_(2),preventing its crystallization during the cooling.Conversely,some SiO_(2)in the oxide layer of ZS ceramics may crystallize and form a eutectic with ZrO_(2),leading to the formation of ZrSiO_(4).This leads to cracking of the oxide layer due to differences in thermal expansion coefficients,weakening its barrier effect.An analysis of the oxidation resistance shows that ZBC ceramics exhibit less increase in oxide layer thickness and mass compared to ZS ceramics,suggesting superior oxidation resistance of ZBC ceramics.展开更多
文摘Empirical formulas are indispensable tools in water engineering and hydraulic structure design.Derived from meticulous field observations,experiments,and diverse datasets,these formulas help to estimate water leakage in structures such as dams,tunnels,canals,and pipelines.By utilizing a few easily measurable parameters,engineers can employ these formulas to generate preliminary leakage rate estimates before proceeding with more detailed analyses.In this study,a physical model was developed,and a series of experiments were conducted,considering variables such as inflow rate,materials constituting the unsaturated medium,and variations in infiltration trench depth and width.As a result,a novel artificial recharge method was introduced,and an empirical equation,Q_(out)=0.0066×D_(50)^(0.64)×L×P^(0.36),was proposed to estimate the infiltration capacity of the trench.This equation incorporates factors such as the wetted perimeter,mean soil particle diameter,trench length,and a coefficient.A comparative analysis between the observed data from nine Iranian earthen canals and the values calculated using the proposed equation revealed an average relative error of 15%between the two datasets.In addition,the Pearson correlation coefficient was determined to be 0.981 and the Root Mean Square Error(RMSE)was 0.381,demonstrating the strong predictive performance of the equation.The parameters considered in the proposed equation allow for its application across diverse regions.Given its accurate performance,this equation provides a reliable initial estimate of the leakage rate,thereby helping to reduce costs and save time.
文摘To the Editor:Pancreatic cancer is a malignancy characterized by a poor prog-nosis,with a 5-year survival rate of<10%[1].Furthermore,only a minority of patients(<20%)qualify for curative-intent resec-tion,and even among those who undergo this procedure,the risk of recurrence within three years remains alarmingly high,reach-ing up to 70%[2].Due to the lack of specific clinical manifes-tations of pancreatic cancer,most cases have metastasized or in-vaded the major vessels around the pancreas at the time of initial diagnosis,resulting in a low surgical resection rate.Even patients who undergo surgical resection often face a poor prognosis[3].In recent years,neoadjuvant chemotherapy using agents such as gemcitabine,5-fluorouracil,albumin-bound paclitaxel,modified fluorouracil/leucovorin plus irinotecan,and oxaliplatin(mFOLFIRI-NOX),targeted therapies addressing molecular subtypes of pan-creatic cancer,and immunotherapies targeting PD-1 and PD-L1 have shown efficacy in improving the overall prognosis of patients with pancreatic cancer,although the impact remains modest[4,5].Therefore,novel therapeutic strategies and prognostic evaluation systems are urgently needed to enhance the survival of patients with pancreatic cancer.
文摘BACKGROUND Shwachman-Diamond syndrome(SDS)is a rare genetic disorder that affects multiple organs,primarily the liver.Most patients are diagnosed during infancy or early childhood.As they grow older,the majority of affected children may experience spontaneous remission,and cases of cirrhosis in adults are rarely reported.CASE SUMMARY A 36-year-old male patient presented with massive ascites.Laboratory tests revealed pancytopenia and a serum-ascites albumin gradient greater than 1.1 g/dL.An abdominal computed tomography scan demonstrated cirrhosis,splenomegaly,pancreatic fat infiltration,and a substantial accumulation of peritoneal fluid.Gastroscopy identified esophageal varices.Liver stiffness measurement indicated a value of 32.7 kPa.Based on the results of auxiliary examinations,common causes of cirrhosis were excluded,and a mutation in the Shwachman-Bodian-Diamond syndrome gene was ultimately identified through whole-exome sequencing.The patient was diagnosed with cirrhosis secondary to SDS.Following the correction of hypoalbuminemia and administration of diuretics,the patient's ascites resolved.CONCLUSION Patients with liver cirrhosis who also exhibit pancreatic fat infiltration and pancytopenia necessitate further exon testing to exclude the possibility of SDS.
基金supported by the National Key Research and Development Program of China(2022YFC3204401)the National Natural Science Foundation of China(U23A2001,U2243234)+2 种基金the Major Science and Technology Projects of Inner Mongolia Autonomous Region(KCX2024013-1,2022EEDSKJXM005)the Inner Mongolia Autonomous Region Science and Technology Leading Talent Team(2022LJRC0007)the Inner Mongolia Agricultural University Basic Research Business Expenses Project(BR221012,BR221204).
文摘Climate change and human activities are primary drivers of runoff variations,significantly impacting the hydrological balance of river basins.In recent decades,the Yellow River Basin,China has experienced a marked decline in runoff,posing challenges to the sustainable development of regional water resources and ecosystem stability.To enhance the understanding of runoff dynamics in the basin,we selected the Dahei River Basin,a representative tributary in the upper reaches of the Yellow River Basin as the study area.A comprehensive analysis of runoff trends and contributing factors was conducted using the data on hydrology,meteorology,and water resource development and utilization.Abrupt change years of runoff series in the Dahei River Basin was identified by the Mann-Kendall and Pettitt tests:1999 at Dianshang,Qixiaying,and Meidai hydrological stations and 1995 at Sanliang hydrological station.Through hydrological simulations based on the Variable Infiltration Capacity(VIC)model,we quantified the factors driving runoff evolution in the Dahei River Basin,with climate change contributing 9.92%–22.91%and human activities contributing 77.09%–90.08%.The Budyko hypothesis method provided similar results,with climate change contributing 13.06%–20.89%and human activities contributing 79.11%–86.94%.Both methods indicated that human activities,particularly water consumption,were dominant factors in the runoff variations of the Dahei River Basin.The integration of hydrological modeling with attribution analysis offers valuable insights into runoff evolution,facilitating adaptive strategies to mitigate water scarcity in arid and semi-arid areas.
基金Supported by Henan Province Science and Technology Research Project,No.232102310043Henan Provincial Science and Technology Research and Development Plan Joint Fund,No.222103810047Key Scientific Research Project Plan of Colleges and Universities in Henan Province,No.22A320033.
文摘BACKGROUND Colorectal cancer(CRC)remains a major global health burden due to its high incidence and mortality,with treatment efficacy often hindered by tumor hetero-geneity,drug resistance,and a complex tumor microenvironment(TME).Lactate metabolism plays a pivotal role in reshaping the TME,promoting immune eva-sion and epithelial-mesenchymal transition,making it a promising target for novel therapeutic strategies and prognostic modeling in CRC.AIM To offer an in-depth analysis of the role of lactate metabolism in CRC,high-lighting its significance in the TME and therapeutic response.METHODS Utilizing single-cell and transcriptomic data from the Gene Expression Omnibus and The Cancer Genome Atlas,we identified key lactate metabolic activities,particularly in the monocyte/macrophage subpopulation.RESULTS Seven lactate metabolism-associated genes were significantly linked to CRC prognosis and used to construct a predictive model.This model accurately forecasts patient outcomes and reveals notable distinct patterns of immune infiltration and transcriptomic profiles mutation profiles between high-and low-risk groups.High-risk patients demonstrated elevated immune cell infiltration,increased mutation frequencies,and heightened sensitivity to specific drugs(AZD6482,tozasertib,and SB216763),providing a foundation for personalized treatment approaches.Additionally,a nomogram integrating clinical and metabolic data effectively predicted 1-,3-,and 5-year survival rates.CONCLUSION This report underscored the pivotal mechanism of lactate metabolism in CRC prognosis and suggest novel avenues for therapeutic intervention.
基金the financial support for this work from the National Natural Science Foundation of China(Nos.52171241,52373251,52201301,51801137)Natural Science Foundation of Tianjin City,China(No.22JCQNJC00750)Tianjin University of Technology Graduate Research Innovation Project,China(No.YJ2235)。
文摘The Mg−1Zn−1Sn and Mg−1Zn−1Sn−0.2Ca alloy scaffolds were prepared via infiltration casting using 3D-printed Ti templates to achieve complete and accurate control of the pore structure.The results indicate that the actual porosity and pore size of the prepared P model for each pore size are greater than the designed values.The addition of Ca changes the second phase of the alloy from Mg_(2)Sn to CaMgSn and refines its microstructure.The compressive yield strength and compressive modulus of the Mg−1Zn−1Sn−0.2Ca alloy scaffold reach 32.61 MPa and 0.23 GPa,respectively.The corrosion current density is measured at 14.64μA/cm^(2),with an instantaneous corrosion rate of 0.335 mm/a.Both scaffolds exhibit excellent biocompatibility and no cytotoxicity.Additionally,the antibacterial effects of both alloys on E.coli are greater than 97.81%.These results indicate that Mg alloy scaffolds have great potential for clinical applications.
基金supported by the National Natural Science Foundation of China(Grant.Nos.52364004,52464005)the Youth Talent Growth Project of Guizhou Provincial Department of Education(Grant No.QianJiaoJi[2024]18).
文摘Injection rate is crucial for determining the hydraulic fracturing effectiveness;however,the effects of the injection rate on the pore and fracture structure(PFS)and fluid infiltration during injection pressurization have rarely been explored.In this study,the cylindrical sandstone samples were hydraulically fractured at various injection rates on a self-developed integrated nuclear magnetic resonance(NMR)and hydraulic fracturing experimental system.The results show that low injection rates predominantly resulted in macropore-scale damage by creating intergranular cracks,whereas high injection rates facilitated micropore-scale damage,probably owing to the adsorption swelling effect of clay minerals within pores.Additionally,the water contents of the samples with low injection rates exhibited a continuous increase,whereas those of the samples with high injection rates initially increased and subsequently stabilized.Magnetic resonance imaging(MRI)indicated that fluid infiltration during the fracturing process exhibited high anisotropy owing to the inherent heterogeneous PFS distributions around the wellbore.Moreover,a primary fluid infiltration path exists that aligns with the initiation direction of the hydraulic fractures.However,the fluid infiltration damage distance along the hydraulic fracture direction decreased with increasing injection rate,whereas the fluid infiltration damage distance perpendicular to the hydraulic fracture direction was approximately equal to the characteristic length,regardless of the injection rate.Finally,we recommend using the pore damage during fluid pressurization as the basis for selecting the proppant size and employing a primary fluid infiltration path to predict hydraulic fracture initiation.These findings provide valuable insights into the design of hydraulic fracturing in tight gas reservoirs.
基金Supported by the Shandong Province Medical and Health Science and Technology Development Plan Project,No.202203030713Yantai Science and Technology Program,No.2024YD005,No.2024YD007 and No.2024YD010Science and Technology Program of Yantai Affiliated Hospital of Binzhou Medical University,No.YTFY2022KYQD06。
文摘The rapid advancement of single-cell sequencing(SCS)technology has provided new insights into the relationship between inflammatory bowel disease(IBD)and colorectal cancer(CRC).This technique allows for detailed cellular analysis,enabling researchers to uncover the infiltration patterns of immune cells within the gut microenvironment and their roles in disease progression.This review summarizes significant research findings on the interplay between IBD and CRC,the characteristics of immune cell infiltration,and potential therapeutic targets identified through SCS.The aim is to offer references for future clinical studies and treatment strategies in this field.
基金financial support from the Joint Funds of the National Nature Science Foundation of China(No.U22A20232)Supported by Open Project Funding of Key Laboratory of Intelligent Health Perception and Ecological Restoration of Rivers and Lakes,Ministry of Education(HGKFZ07)+2 种基金the National Natural Science Foundation of China(No.51978249)Innovation Research Team Project of the Hubei Provincial Department of Science and Technology(2025AFA020)the International Collaborative Research Fund for Young Scholars in the Innovation Demonstration Base of Ecological Environment Geotechnical and Ecological Restoration of Rivers and Lakes.
文摘The traditional Green-Ampt model does not accurately represent the infiltration behavior of clay soils.Infiltration in clay is influenced by low hydraulic conductivity,strong capillary forces,and a gradual transition zone between saturated and unsaturated zones.These factors often lead to overestimated infiltration rates and underestimated infiltration durations.Therefore,it is necessary to improve the model to better reflect the characteristics of clay infiltration and enhance its predictive accuracy and practical applicability.This study conducts hydraulic characterization tests,one-dimensional soil column rainfall infiltration experiments,and numerical analysis on a representative clay sampled from Wuhan,China,to investigate infiltration behaviors under varying rainfall intensities and initial moisture conditions.The study reveals that the proportion of the transition layer within the wetting layer decreases with increasing wetting front depth,following a power-law function.Under the same initial moisture content,this proportion tends to converge to a stable value regardless of rainfall intensity.In contrast,under the same rainfall intensity,a higher initial moisture content leads to a larger proportion of the transition layer at a given wetting front depth.Based on the NMR curve,the unsaturated permeability coefficients corresponding to different volumetric water contents of clay can be obtained quickly,accurately,and at low cost.By utilizing the unsaturated permeability coefficient prediction model based on the nuclear magnetic resonance(NMR)curve,the study refines the computational method for the equivalent permeability coefficient in the wetting layer during clay rainfall infiltration,and proposes an improved clay Green-Ampt infiltration model that considers the saturated-unsaturated differentiation layer and the dynamic variation of its equivalent permeability coefficient under continuous rainfall conditions.The computational results of the improved model were compared with measured infiltration data,numerical simulations,and predictions from the traditional GA model.The results indicate that the improved model effectively captures the dynamic variation between the transition layer and wetting layer and provides more accurate predictions of wetting front depth in clay,with an accuracy approximately 68.36%higher than that of the traditional GA model.
文摘BACKGROUND To observe the endoscopic and pathological characteristics of laterally spreading tumors(LSTs)and explore the risk factors for carcinogenesis and submucosal infiltration.AIM To analyze the clinicopathological features of colorectal LSTs treated endoscopically and determine risk factors associated with carcinogenesis and submucosal invasion,providing evidence-based guidance for optimal treatment strategy selection.METHODS This study retrospectively analyzed the sex,age,and endoscopic and pathological features of patients who underwent endoscopic treatment for colorectal LSTs in our hospital from January 2021 to July 2024.Single-factor analysis was used to identify the risk factors for cancer and submucosal infiltration,and the factors with statistical significance were included in multivariate logistic regression analysis.RESULTS A total of 422 patients,including 224 males and 198 females,aged 63.45±9.23 years,were included.There were 456 LST lesions in total.The length of the endoscopically resected specimens was 3.01±0.48 cm,and the length of the lesions was 2.37±1.59 cm.It was located in 115 rectums(25.2%),40 sigmoid colon(8.8%),26 descending colon(5.7%),109 transverse colon(23.9%),112 ascending colon(24.6%),and 54 ileocecal regions(11.8%).Endoscopic submucosal dissection(ESD)was performed in 237 patients(52.0%),and endoscopic mucosal resection(EMR)was performed in 95 patients(20.8%).There were 113 EMR with precutting cases(24.8%),11 ESD with snare cases(2.4%),4 delayed bleeding cases and 5 intraoperative perforations.The pathological results revealed 119 cases of low-grade intraepithelial neoplasia(26.1%),221 cases of high-grade intraepithelial neoplasia(48.5%),82 cases of intramucosal carcinoma(18.0%),and 34 cases of submucous invasive carcinoma(7.5%).Multiple logistic regression analyses revealed that lesion size(>2 cm),lesion location(rectal)and endoscopic classification[false depressed tubulovillous adenoma(LST-NG pseudodepressed type,LST-NG-PD),type 1 particles(LST-G homogenous type),and LST-G nodular mixed type],accompanied by large nodules(with)were independent risk factors for carcinogenesis;endoscopic classification(LST-NG-PD)and the presence of large nodules were independent risk factors for submucosal infiltration.CONCLUSION These risk factors provide practical guidance for treatment selection:LST-NG-PD with large nodules should prioritize ESD,while high-risk rectal lesions>2 cm may require additional imaging evaluation before endoscopic resection.
文摘AIM:To investigate cuproptosis-related molecular and immune infiltration in age-related macular degeneration(AMD)development and establish a predictive model.METHODS:The expression profiles of cuproptosisrelated genes and immune signature in AMD based on the microarray dataset GSE29801 were analyzed.A total of 142 AMD samples were used to identify the cuproptosisrelated differentially expressed genes(Cu-DEGs),together with the immune cell infiltration.To further refine the list of potential genes for AMD diagnosis,three machine learning techniques were used,and an external dataset were applied for confirming the accuracy of the predictive performance.Reverse transcription polymerase chain reaction(RT-PCR)were also performed to examine the level of mRNA of hub genes.The activated immune responses and Cu-DEGs were assessed between AMD and controls.RESULTS:Six genes,including ATP7A,DBT,VEGFA,UBE2D3,CP,SLC31A1,were screened as cuproptosissignature in AMD via three machine learning methods.Next,SLC31A1 and VEGFA was selected as hub genes by performance evaluation in an external dataset GSE160011,further analysis showed that SLC31A1 and VEGFA were associated with pathways related to immune signaling and immune function,which were then observed in relation to infiltrating immune cells.Finally,the mRNA expression levels of SLC31A1 and VEGFA were significantly higher in laser induced choroidal neovascularization(CNV)group than in control group detected by RT-PCR.CONCLUSION:In this study,the possible relationship between cuproptosis and AMD is expounded systematically.A predictive model is developed to assess the risk of cuproptosis-related genes and their clinical prognostic value in AMD patients.
基金supported by the National Key Research and Development Program of China(2023YFE0112902)the National Natural Science Foundation of China(22425901,22409116)+3 种基金the China Postdoctoral Science Foundation(GZB20240346)the Tianjin Natural Science Foundation(S23DYZD11034)the Seed Fund of Shanxi Research Institute for Clean Energy(SXKYJF015)the Shuimu Tsinghua Scholar Program of Tsinghua University。
文摘Lithium-sulfur(Li-S)batteries are promising next-generation high-energy-density energy storage devices.However,the failure mechanism of 500 Wh kg^(-1)level Li-S pouch cells has not been well understood.Herein,quantitative and systematic failure analysis is conducted on 500 Wh kg^(-1)level Li-S pouch cells to understand the underlying failure mechanism.Focusing on electrolyte exhaustion as the primary cause of cell failure,quantitative analysis methods are established to determine electrolyte occupation by physical infiltration of the cathode,separator,and anode as well as chemical consumption by lithium metal.Insufficient physical infiltration of the cathode caused by irreversible cathode volume expansion is identified as the main cause of electrolyte exhaustion.In comparison,chemical consumption of electrolytes by lithium metal and insufficient anode infiltration have limited influence on cell operations.To address the insufficient cathode infiltration,macropore-rich sulfur cathodes are fabricated to suppress the irreversible volume expansion and prolong the cycling lifespan of Li-S pouch cells by 2.4 times.This work elucidates that the sulfur cathode dominates the cycling lifespan of high-energy-density Li-S batteries and highlights cathode structural design to mitigate irreversible volume expansion for cycling performance improvement.
文摘Against the backdrop of comprehensively promoting quality education,aesthetic education,as an important component of the education system,has become increasingly prominent in its value.As a place for cultivating technical talents,vocational colleges shoulder an important mission in the cultivation of students’aesthetic education.The current art education work in vocational colleges is facing many difficulties.The traditional single art education model is difficult to meet the growing aesthetic needs of students,and the integration of art education and professional education is insufficient,failing to fully play the role of art education in promoting students’comprehensive development.The infiltration of aesthetic education has brought a new perspective to the aesthetic education work in vocational colleges,emphasizing that aesthetic education should be fully integrated into all aspects of students’learning and life,shaping their aesthetic literacy.
基金the financial support from the National Natural Science Foundation of China(Nos.51875062,52205336)。
文摘Titanium/magnesium alloy bimetal composites show promising prospects for lightweight applications.The Ti/Mg bimetal composite was fabricated in Ti−6Al−4V pyramidal lattice structure via AZ91D melt infiltration.Comparative analysis of the tensile and compressive properties was conducted between the composite and its constituent materials(Ti−6Al−4V lattice structure and AZ91D matrix).The tensile strength of the composite(95.9 MPa)was comparable to that of the Ti−6Al−4V lattice structure(94.4 MPa)but lower than that of the AZ91D alloy(120.8 MPa)due to gaps at the bimetal interfaces hindering load transfer during tension.The composite exhibited greater elongation(1.7%)compared to AZ91D(1.4%)alloy but less than the Ti−6Al−4V lattice structure(2.6%).The compressive performance of the composite outperformed that of the Ti−6Al−4V lattice structure,underscoring the significance of the AZ91D alloy in compressive deformation.Fracture analysis indicated that the predominant failure reasons in both the composite and lattice structures were attributed to the breakage of lattice struts at nodes caused by the stress concentration.
基金the Research Fund of National Natural Science Foundation of China(NSFC)(Grant Nos.42477142 and 42277154)the Project of Slope Safety Control and Disaster Prevention Technology Innovation team of“Youth Innovation Talent Introduction and Education Plan”of Shandong Colleges and Universities(Grant No.Lu Jiao Ke Han[2021]No.51)。
文摘Intense precipitation infiltration and intricate excavation processes are crucial factors that impact the stability and security of towering and steep rock slopes within mining sites.The primary aim of this research was to investigate the progression of cumulative failure within a cracked rock formation,considering the combined effects of precipitation and excavation activities.The study was conducted in the Huangniuqian eastern mining area of the Dexing Copper Mine in Jiangxi Province,China.An engineering geological investigation was conducted,a physical model experiment was performed,numerical calculations and theoretical analysis were conducted using the matrix discrete element method(Mat-DEM),and the deformation characteristics and the effect of the slope angle of a fractured rock mass under different scenarios were examined.The failure and instability mechanisms of the fractured rock mass under three slope angle models were analyzed.The experimental results indicate that as the slope angle increases,the combined effect of rainfall infiltration and excavation unloading is reduced.A novel approach to simulating unsaturated seepage in a rock mass,based on the van Genuchten model(VGM),has been developed.Compared to the vertical displacement observed in a similar physical experiment,the average relative errors associated with the slope angles of 45,50,and 55were 2.094%,1.916%,and 2.328%,respectively.Accordingly,the combined effect of rainfall and excavation was determined using the proposed method.Moreover,the accuracy of the numerical simulation was validated.The findings contribute to the seepage field in a meaningful way,offering insight that can inform and enhance existing methods and theories for research on the underlying mechanism of ultra-high and steep rock slope instability,which can inform the development of more effective risk management strategies.
基金funding support from the science and technology innovation Program of Hunan Province(Grant No.2023RC1017)Hunan Provincial Postgraduate Research and Innovation Project(Grant No.CX20220109)National Natural Science Foundation of China Youth Fund(Grant No.52208378).
文摘Machine learning(ML)provides a new surrogate method for investigating groundwater flow dynamics in unsaturated soils.Traditional pure data-driven methods(e.g.deep neural network,DNN)can provide rapid predictions,but they do require sufficient on-site data for accurate training,and lack interpretability to the physical processes within the data.In this paper,we provide a physics and equalityconstrained artificial neural network(PECANN),to derive unsaturated infiltration solutions with a small amount of initial and boundary data.PECANN takes the physics-informed neural network(PINN)as a foundation,encodes the unsaturated infiltration physical laws(i.e.Richards equation,RE)into the loss function,and uses the augmented Lagrangian method to constrain the learning process of the solutions of RE by adding stronger penalty for the initial and boundary conditions.Four unsaturated infiltration cases are designed to test the training performance of PECANN,i.e.one-dimensional(1D)steady-state unsaturated infiltration,1D transient-state infiltration,two-dimensional(2D)transient-state infiltration,and 1D coupled unsaturated infiltration and deformation.The predicted results of PECANN are compared with the finite difference solutions or analytical solutions.The results indicate that PECANN can accurately capture the variations of pressure head during the unsaturated infiltration,and present higher precision and robustness than DNN and PINN.It is also revealed that PECANN can achieve the same accuracy as the finite difference method with fewer initial and boundary training data.Additionally,we investigate the effect of the hyperparameters of PECANN on solving RE problem.PECANN provides an effective tool for simulating unsaturated infiltration.
基金supported by grants from Guizhou Nursing Vocational College Foundation(No.gzhlyj2023-04)Guizhou Nursing Vocational College Foundation(No.gzhlyj2021-02)+1 种基金Science and Technology Foundation of Guizhou Provincial Health Committee(No.gzwkj2022-518)Nature Science Foundation of Beijing,China(No.7214253).
文摘Objective:SOX11 is expressed in numerous malignancies,including hepatocellular carcinomas(HCC),but its oncogenic function has not been elucidated.Here,we performed a comprehensive bioinformatics analysis of the Liver Hepatocellular Carcinoma(LIHC)dataset to investigate the function of SOX11 in tumorgenesis.Methods:SOX11 expression data from The Cancer Genome Atlas(TCGA)and Gene Expression Omnibus(GEO)were validated by immunohistochemistry(IHC).Co-expression,differential expression,and functional analyses utilized TCGA-LIHC,Timer 2.0,Metascape,GTEx,and LinkedOmics databases.Associations with immune infiltration,ferroptosis,and immune checkpoint genes were assessed.Genetic changes were explored via CBioPortal.Logistic regression,receiver operating characteristic curve(ROC),Kaplan-Meier analysis,and nomogram modeling evaluated associations with HCC clinicopathological features.SOX11’s impact on proliferation and migration was studied in HepG2 and HuH7 cell lines.Results:SOX11 was significantly elevated in HCC tumors compared to controls.SOX11-associated genes exhibited differential expression in pathways involving extracellular membrane ion channels.Significant associations were found between SOX11 levels,immune infiltration,ferroptosis,and immune checkpoint genes in HCC tissue.SOX11 levels correlated with HCC stage,histologic grade,and tumor status,and independently predicted overall and disease-specific survival.SOX11 expression effectively distinguished between tumor and normal liver tissue.Spearman correlations highlighted a significant relationship between SOX11 and ferroptosis-associated genes.Decreased SOX11 levels in HepG2 and HuH7 cells resulted in reduced proliferation and migration.Conclusions:SOX11 was found to represent a promising biomarker within HCC diagnosis and prognosis together with being a possible drug-target.
基金funded by the Natural Science Foundation of Fujian Province(Grant No.2023J011133)。
文摘Infiltration–runoff–slope instability mechanism of macropore slope under heavy rainfall is unclear.This paper studied its instability mechanism with an improved Green–Ampt(GA)model considering the dual-porosity(i.e.,matrix and macropore)and ponding condition,and proposed the infiltration equations,infiltration–runoff coupled model,and safety factor calculation method.Results show that the infiltration processes of macropore slope can be divided into three stages,and the proposed model is rational by a comparative analysis.The wetting front depth of the traditional unsaturated slope is 17.2%larger than that of the macropore slope in the early rainfall stage and 27%smaller than that of the macropore slope in the late rainfall stage.Then,macropores benefit the slope stability in the early rainfall but not in the latter.Macropore flow does not occur initially but becomes pronounced with increasing rainfall duration.The equal depth of the wetting front in the two domains is regarded as the onset criteria of macropore flow.Parameter analysis shows that macropore flow is delayed by increasing proportion of macropore domain(ω_(f)),whereas promoted by increasing ratio of saturated permeability coefficients between the two domains(μ).The increasing trend of ponding depth is sharp at first and then grows slowly.Finally,when rainfall duration is less than 3 h,ωf andμhave no significant effect on the safety factor,whereas it decreases with increasingωf and increases with increasingμunder longer duration(≥3 h).With the increase ofω_(f),the slope maximum instability time advances by 10.5 h,and with the increase ofμ,the slope maximum instability time delays by 3.1 h.
文摘The development of advanced aircraft relies on high performance thermal-structural materials,and carbon/carbon com-posites(C/C)composited with ultrahigh-temperature ceramics are ideal candidates.However,the traditional routes of compositing are either inefficient and expensive or lead to a non-uniform distribution of ceramics in the matrix.Compared with the traditional C/C-ZrC-SiC composites prepared by the reactive melt infiltration of ZrSi_(2),C/C-ZrB_(2)-ZrC-SiC composites prepared by the vacuum infiltration of ZrB_(2) combined with reactive melt infiltration have the higher content and more uniform distribution of the introduced ceramic phases.The mass and linear ablation rates of the C/C-ZrB_(2)-ZrC-SiC composites were respectively 68.9%and 29.7%lower than those of C/C-ZrC-SiC composites prepared by reactive melt infiltration.The ablation performance was improved because the volatilization of B_(2)O_(3),removes some of the heat,and the more uniformly distributed ZrO_(2),that helps produce a ZrO2-SiO2 continu-ous protective layer,hinders oxygen infiltration and decreases ablation.
基金National Key R&D Program of China(2022YFB3707700)Shanghai Science and Technology Innovation Action Plan(21511104800)+3 种基金National Natural Science Foundation of China(52172111)National Science and Technology Major Project(2017-IV-0005-0042)Key Research Program of the Chinese Academy of Sciences(ZDRW-CN-2021-2-2)Science Center for Gas Turbine Project(P2022-B-IV-001-001)。
文摘ZrB_(2)-based ceramics typically necessitate high temperature and pressure for sintering,whereas ZrB_(2)-SiC ceramics can be fabricated at 1500℃using the process of reactive melt infiltration with Si.In comparison to the conventional preparation method,reactive synthesis allows for the more facile production of ultra-high temperature ceramics with fine particle size and homogeneous composition.In this work,ZrSi_(2),B4C,and C were used as raw materials to prepare ZrB_(2)-SiC via combination of tape casting and reactive melt infiltration herein referred to as ZBC ceramics.Control sample of ZrB_(2)-SiC was also prepared using ZrB_(2)and SiC as raw materials through an identical process designated as ZS ceramics.Microscopic analysis of both ceramic groups revealed smaller and more uniformly distributed particles of the ZrB_(2)phase in ZBC ceramics compared to the larger particles in ZS ceramics.Both sets of ceramics underwent cyclic oxidation testing in the air at 1600℃for a cumulative duration of 5 cycles,each cycle lasting 2 h.Analysis of the oxidation behavior showed that both ZBC ceramics and ZS ceramics developed a glassy SiO_(2)-ZrO_(2)oxide layer on their surfaces during the oxidation.This layer severed as a barrier against oxygen.In ZBC ceramics,ZrO_(2)is finely distributed in SiO_(2),whereas in ZS ceramics,larger ZrO_(2)particles coexist with glassy SiO_(2).The surface oxide layer of ZBC ceramics maintains a dense structure because the well-dispersed ZrO_(2)increases the viscosity of glassy SiO_(2),preventing its crystallization during the cooling.Conversely,some SiO_(2)in the oxide layer of ZS ceramics may crystallize and form a eutectic with ZrO_(2),leading to the formation of ZrSiO_(4).This leads to cracking of the oxide layer due to differences in thermal expansion coefficients,weakening its barrier effect.An analysis of the oxidation resistance shows that ZBC ceramics exhibit less increase in oxide layer thickness and mass compared to ZS ceramics,suggesting superior oxidation resistance of ZBC ceramics.
