This study explores the thin-layer convective solar drying of Marrubium vulgare L.leaves under conditions typical of sun-rich semi-arid climates.Drying experiments were conducted at three inlet-air temperatures(40℃,5...This study explores the thin-layer convective solar drying of Marrubium vulgare L.leaves under conditions typical of sun-rich semi-arid climates.Drying experiments were conducted at three inlet-air temperatures(40℃,50℃,60℃)and two air velocities(1.5 and 2.5 m·s^(-1))using an indirect solar dryer with auxiliary temperature control.Moisture-ratio data were fitted with eight widely used thin-layer models and evaluated using correlation coefficient(r),root-mean-square error(RMSE),and Akaike information criterion(AIC).A complementary heattransfer analysis based on Reynolds and Prandtl numbers with appropriate Nusselt correlations was used to relate flow regime to drying performance,and an energy balance quantified the relative contributions of solar and auxiliary heat.The logarithmic model consistently achieved the lowest RMSE/AIC with r>0.99 across all conditions.Higher temperature and air velocity significantly reduced drying time during the decreasing-rate period,with no constantrate stage observed.On average,solar input supplied the large majority of the thermal demand,while the auxiliary heater compensated short irradiance drops to maintain setpoints.These findings provide a reproducible dataset and a modelling benchmark for M.vulgare leaves,and they support energy-aware design of hybrid solar dryers formedicinal plants in sun-rich regions.展开更多
Backgroud Efficient communication between the embryo and the endometrium is essential for the successful establishment and maintenance of pregnancy.Uterine-derived extracellular vesicles(EVs)contribute to embryomatern...Backgroud Efficient communication between the embryo and the endometrium is essential for the successful establishment and maintenance of pregnancy.Uterine-derived extracellular vesicles(EVs)contribute to embryomaternal communication,supporting early embryonic development.This study aimed to:(i)compare the protein cargo of uterine fluid EVs(UF-EVs)from CYCLIC and PREGNANT heifers;(ii)characterize the protein profile of conditioned medium(CM)-EVs from endometrial explants cultured alone(EXPL)or co-cultured with five d 7 blastocysts(EXPL+EMB)in vitro;and(iii)compare the EV protein cargo between the in vivo and in vitro models(i.e.,EXPL vs.CYCLIC and EXPL+EMB vs.PREGNANT).Results We identified 1,459 and 1,752 proteins in the UF-EVs of CYCLIC and PREGNANT heifers,respectively.Among these,12 were exclusive to CYCLIC,and 18 were exclusive to PREGNANT.Among the 1,329 proteins identified in both groups,16 were differently abundant;ten were more abundant,and six were less abundant in UF-EVs from PREGNANT heifers.In vivo,the changes in UF-EV protein cargo induced by the presence of a blastocyst were related to inflammatory and immune responses,endometrial receptivity,and support of early embryonic development by promoting cell polarity,cell–cell adhesion,and stem cell differentiation.In vitro,we identified 1,501 proteins in the CM-EVs from EXPL,1,975 in the CM-EVs from EXPL+EMB,and 82 in the CM-EVs from EMB.Additionally,50 proteins were unique to EXPL+EMB,and another 33 were differentially abundant due to the synergistic interaction between the embryo and the endometrium.These proteins are involved in embryonic development,regulation of stem cell differentiation,establishment and maintenance of cell polarity,interferon tau(IFNT)-mediated cell signaling,endometrial receptivity,and immune modulation.Although there are qualitative and quantitative differences between in vivo and in vitro-derived EVs,UF-EVs from CYCLIC heifers compared to CM-EVs from EXPL,as well as UFEVs from PREGNANT heifers compared to CM-EVs from EXPL+EMB shared common proteins.Conclusions These findings highlight the pivotal role of EVs in embryo-maternal communication,suggesting that their protein cargo may actively contribute to the modulation of the uterine environment to support early embryonic development.Understanding these molecular interactions could provide valuable insights into the mechanisms of implantation and pregnancy establishment.展开更多
Background:Cupping therapy(CT),an ancient practice revived in modern sports medicine,offers potential benefits for athlete recovery and performance.Distinctions between wet CT(WCT)and dry CT(DCT)in sports science focu...Background:Cupping therapy(CT),an ancient practice revived in modern sports medicine,offers potential benefits for athlete recovery and performance.Distinctions between wet CT(WCT)and dry CT(DCT)in sports science focus on their effects on recovery metrics,particularly how they influence sleep quality,perceived wellness,and athletic performance.Despite anecdotal evidence of its efficacy,rigorous comparative studies are scarce.Objective:This study aimed to evaluates and compare the effects of WCT and DCT on endurance,perceived wellness,exertion levels,and sleep quality among young,active males,addressing the gap in the literature regarding CT's efficacy in sports performance and recovery.Methods:Thirty-two amateur runners were randomly divided into two groups:one followed WCT sessions and the other followed DCT sessions.The study assessed the interventions'impacts on endurance performance(Yo-Yo intermittent recovery test),sleep quality(Pittsburgh Sleep Quality Index),and perceived exertion(Borg CR10 Scale).Heart rate was measured using a Polar H10 sensor to gauge physiological responses during physical tests.Results:Significant improvements were observed in the WCT group for sleep latency(%change=-82.31%;interaction group×time p=0.006;Cohen's d=0.74)and sleep disturbance(%change=-68.70%;interaction group×time p<0.001;Cohen's d=1.09),suggesting enhanced sleep quality(global score;%change=-52.81;interaction group×time p=0.004;Cohen's d=0.77).However,no significant differences were found in direct performance metrics(distance,maximal heart rate,maximal oxygen uptake)between WCT and DCT groups.These findings highlight WCT's potential as a recovery aid,particularly through improved sleep,without directly influencing endurance performance outcomes.Conclusion:WCT may serve as an effective ergogenic aid for athletes by potentially improving sleep quality and reducing perceived exertion,thus contributing indirectly to performance through enhanced recovery.展开更多
We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern...We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern:ensuring that our children and grandchildren inherit a tomorrow that is at least as good as today,preferably better.We want to make sure that the way we live our lives is sustainable that can continue and keep improving for long time.And since buildings produce half of all greenhouse gases and account for one-sixth of the world's freshwater withdrawals,one-quarter of its wood harvest and two fifths of its material and energy flows.By several estimates,we will double the size of the built environment over the next twenty to forty years.Therefore,there is a critical and immediate need to shift thinking on how the built environment is designed.To reduce environmental impact,protect public health and improve environmental equity and justice,we must change principles for building practice.Designers in general and architects in particular should play a high-profile leadership role in this transformation.展开更多
Celiac disease(CD)is a common autoimmune disorder where gluten ingestion triggers an immune response,damaging the small intestine in genetically pre-disposed individuals.Affecting around 1%of the global population,CD ...Celiac disease(CD)is a common autoimmune disorder where gluten ingestion triggers an immune response,damaging the small intestine in genetically pre-disposed individuals.Affecting around 1%of the global population,CD presents with diverse symptoms,including gastrointestinal issues like diarrhea and extraintestinal conditions such as anemia and osteoporosis,often complicating diagnosis.Advances in serology,histology,and genetic testing,such as HLA-DQ2/DQ8 analysis,have improved diagnostic accuracy.Precision medicine is transforming CD management by integrating genetic,clinical,and lifestyle data to enable risk prediction,personalized therapies,and improved outcomes.Tools like machine learning enhance early diagnosis,dietary management,and drug discovery,while electronic medical records support comprehensive patient pro-filing and disease monitoring.These technologies facilitate personalized health-care delivery tailored to individual patient profiles.展开更多
In a context where urban satellite image processing technologies are undergoing rapid evolution,this article presents an innovative and rigorous approach to satellite image classification applied to urban planning.Thi...In a context where urban satellite image processing technologies are undergoing rapid evolution,this article presents an innovative and rigorous approach to satellite image classification applied to urban planning.This research proposes an integrated methodological framework,based on the principles of model-driven engineering(MDE),to transform a generic meta-model into a meta-model specifically dedicated to urban satellite image classification.We implemented this transformation using the Atlas Transformation Language(ATL),guaranteeing a smooth and consistent transition from platform-independent model(PIM)to platform-specific model(PSM),according to the principles of model-driven architecture(MDA).The application of this IDM methodology enables advanced structuring of satellite data for targeted urban planning analyses,making it possible to classify various urban zones such as built-up,cultivated,arid and water areas.The novelty of this approach lies in the automation and standardization of the classification process,which significantly reduces the need for manual intervention,and thus improves the reliability,reproducibility and efficiency of urban data analysis.By adopting this method,decision-makers and urban planners are provided with a powerful tool for systematically and consistently analyzing and interpreting satellite images,facilitating decision-making in critical areas such as urban space management,infrastructure planning and environmental preservation.展开更多
High-strength steel with excellent ductility is pivotal for the formability and safety of critical structural components.Here,a heterogeneous metastable lamellar steel,composed of alternating lamellar ferrite and aust...High-strength steel with excellent ductility is pivotal for the formability and safety of critical structural components.Here,a heterogeneous metastable lamellar steel,composed of alternating lamellar ferrite and austenite aligned with the rolling direction,was developed through an innovative combination of warm rolling and immediate annealing processes.This novel design overcomes the strength-ductility trade-off,achieving high ultimate tensile strength(∼1.2 GPa)and excellent uniform elongation(∼78%),pushing the product of ultimate tensile strength and uniform elongation to an ultra-high level(>90 GPa%).The high tensile strength is attributed to ultrafine lamellar grains and significant work hardening induced by the hetero-deformation and transformation-induced plasticity(TRIP)effect.The exceptional ductility is a result of the synergy of multiple plasticity mechanisms,including(i)the inherent plastic deformation ability of lamellar microstructure and the hetero-deformation-induced hardening in the early deformation period,(ii)the persistent TRIP effect induced by the lamellar austenite with high mechanical stability and the elimination of strain localization caused by prolonged strain hardening due to the coordinated deformation of lamellar austenite and ferrite in the middle deformation period,and(iii)delamination cracking in the late deformation period.This approach adopted in current work offers a straightforward and economically feasible pathway for fabricating advanced high-strength steel with superior performance.展开更多
The present study focuses on the flow of a yield-stress(Bingham)nanofluid,consisting of suspended Fe3O4 nanoparticles,subjected to a magnetic field in a backward-facing step duct(BFS)configuration.The duct is equipped...The present study focuses on the flow of a yield-stress(Bingham)nanofluid,consisting of suspended Fe3O4 nanoparticles,subjected to a magnetic field in a backward-facing step duct(BFS)configuration.The duct is equipped with a cylindrical obstacle,where the lower wall is kept at a constant temperature.The yield-stress nanofluid enters this duct at a cold temperature with fully developed velocity.The aim of the present investigation is to explore the influence of flow velocity(Re=10 to 200),nanoparticle concentration(ϕ=0 to 0.1),magnetic field intensity(Ha=0 to 100),and its inclination angle(γ=0 to 90)and nanofluid yield stress(Bn=0 to 20)on the thermal and hydrodynamic efficiency inside the backward-facing step.The numerical results have been obtained by resolving the momentum and energy balance equations using the Galerkin finite element method.The obtained results have indicated that an increase in Reynolds number and nanoparticle volume fraction enhances heat transfer.In contrast,a significant reduction is observed with an increase in Hartmann and Bingham numbers,resulting in quasi-immobilization of the fluid under the magnetic influence and radical solidification of this type of fluid,accompanied by the suppression of the vortex zone downstream of the cylindrical obstacle.This study sheds light on the complexity of this magnetically influenced fluid,with potential implications in various engineering and materials science fields.展开更多
This study prepared and characterized amphiphilic carboxymethyl cellulose stearate(CMCS)recycled from sugarcane bagasse agro-waste(SB).The Fourier-transform infrared(FTIR)analysis confirmed cellulose,carboxymethyl cel...This study prepared and characterized amphiphilic carboxymethyl cellulose stearate(CMCS)recycled from sugarcane bagasse agro-waste(SB).The Fourier-transform infrared(FTIR)analysis confirmed cellulose,carboxymethyl cellulose(CMC),and CMCS structures,with CMCS showing increased H-bonding.X-ray diffraction analysis(XRD)revealed reduced crystallinity in CMC and CMCS.CMCS exhibited a hydrophobic nature but dispersed in water,enabling nanoemulsion formation.Optimal nanoemulsion was achieved with CMCS1,showing a particle size of 99 nm.Transmission electron microscopy(TEM)images revealed CMC’s honeycomb structure,transforming into spherical particles in CMCS1.Antimicrobial tests demonstrated strong activity of CMCS formulations against Escherichia coli and Staphylococcus aureus,with CMCS3 exhibiting the highest efficacy.These findings highlight the potential of CMCS-based nanoemulsions for antimicrobial applications and nanoemulsification.展开更多
BACKGROUND Single-balloon enteroscopy(SBE)is a minimally invasive procedure to assess and treat small bowel pathologies.The most common use is to detect suspected small bowel bleeding:Insignificant gastrointestinal(GI...BACKGROUND Single-balloon enteroscopy(SBE)is a minimally invasive procedure to assess and treat small bowel pathologies.The most common use is to detect suspected small bowel bleeding:Insignificant gastrointestinal(GI)bleeding or iron deficiency anaemia(IDA).The safety and feasibility of SBE in the elderly has not been adequately studied.AIM To assess the safety and feasibility of both antegrade and retrograde SBE in elderly patients.METHODS We performed a retrospective cohort study of all antegrade and retrograde SBE done at our center from March 2011 through May 2020.We collected patient’s data including demographics,indications,findings,therapeutic interventions,and complications.The cohort was divided into 3 groups:Patients younger than 65 years(group 1),patients 65-75 years(group 2),and patients older than 75 years(group 3).We used 1-way one way analysis of variance,aχ^(2) test,and logistic regression to compare study outcomes.The primary aim was to assess diagnostic yield,therapeutic yield and rates of complications from SBE among study groups.RESULTS A total of 284 SBE were performed in 227 patients.In the 227 patients,we analyzed 194 antegrade(19 in gastric bypass patients)and 33 retrograde procedures.Mean age was 62.0(SD:16.7),130 patients were women(57.3%),98 were Hispanic(43.4%),and mean body mass index was 28(SD:6.3).The number of patients in each group were:Group 1(117,51.3%),group 2(57,25.0%)and group 3(53,23.7%).Gender,ethnicity,body mass index and proportions of antegrade and retrograde were comparable between age groups.The most common indications for procedure were:Obscure GI bleeding(48%),IDA(48%),abdominal pain(14%),and others(abnormal capsule,43%;abnormal imaging,9.7%;diarrhea 5.3%).The elderly(group 3)were more likely to have GI bleed as the indication(42.7%,40.4%,67.9%,P=0.004)without difference in IDA(44.4%,56.1%,47.2%,P=0.35).Diagnostic yield was significantly higher in the elderly group(48.2%,53.7%,68.0%),particularly in antegrade(48.5%,53.3%,72.1%,P=0.033).Angioectasias were the most common finding(21.0%)and present more often in the elderly(10.9%,20.4%,44%)(P<0.001).Therapeutic interventions were also more in the elderly group(35.0%,33.3%,58.5%,P=0.007).There were only 2(0.9%)complications,including minor oropharyngeal hemorrhage and esophageal trauma and no deaths,with no difference among groups.CONCLUSION In a retrospective analysis of SBE,we found this procedure safe and feasible in the elderly.SBE has higher diagnostic and therapeutic yields in the elderly vs the other age groups,mainly because of the increased small bowel angioectasias.展开更多
Monitoring of the earth’s surface has been significantly improved thanks to optical remote sensing by satellites such as SPOT,Landsat and Sentinel-2,which produce vast datasets.The processing of this data,often refer...Monitoring of the earth’s surface has been significantly improved thanks to optical remote sensing by satellites such as SPOT,Landsat and Sentinel-2,which produce vast datasets.The processing of this data,often referred to as Big Data,is essential for decision-making,requiring the application of advanced algorithms to analyze changes in land cover.In the age of artificial intelligence,supervised machine learning algorithms are widely used,although their application in urban contexts remains complex.Researchers have to evaluate and tune various algorithms according to assumptions and experiments,which requires time and resources.This paper presents a meta-modeling approach for urban satellite image classification,using model-driven engineering techniques.The aim is to provide urban planners with standardized solutions for geospatial processing,promoting reusability and interoperability.Formalization includes the creation of a knowledge base and the modeling of processing chains to analyze land use.展开更多
The valorization of nitrous oxide(N_(2)O)as an oxygen atom donor presents an attractive opportunity for green chemistry applications,leveraging both its industrial abundance and thermodynamically favorable oxidation p...The valorization of nitrous oxide(N_(2)O)as an oxygen atom donor presents an attractive opportunity for green chemistry applications,leveraging both its industrial abundance and thermodynamically favorable oxidation potential.However,practical implementation has been constrained by the inherent kinetic inertness and poor coordinating ability of N_(2)O.While prior studies achieved N_(2)O-mediated conversion of aryl halides to phenols,such transformations necessitated stoichiometric chemical reductants and elevated pressure(2 atm),posing challenges in operational safety and process scalability.This study focuses on an electrochemical strategy that enables efficient oxygen atom transfer under ambient pressure through controlled current application.This methodology facilitates the selective transformation of aryl iodides to phenols without external reducing agents,establishing an environmentally benign synthetic pathway.By replacing traditional chemical reductants with electrons as the sole reducing equivalent,our approach addresses critical sustainability challenges in aromatic oxygenation chemistry while maintaining operational simplicity under mild conditions.展开更多
Recent developments in tunneling have stimulated design practitioners to more effectively utilize the underground spaces.However,tunneling at shallow depth in soft grounds gives rise to concerns associated with tunnel...Recent developments in tunneling have stimulated design practitioners to more effectively utilize the underground spaces.However,tunneling at shallow depth in soft grounds gives rise to concerns associated with tunnel instability.Umbrella arch method(UAM),as a pre-reinforcement approach of tunnels in complex geological conditions,is widely used to maintain the tunnel stability.Quantitative assessment of the impacts of the entire approach and forepoling pipe features on tunnel stability remains challenging due to the complex nature of the UAM application.This study aimed to assess the effect of pipe design parameters on reinforcing the tunnels excavated in soft grounds.This practical investigation considered the actual field conditions attributed to the tunneling procedure and UAM deployment.Then,the tunneling process was modeled and the tunnel excavation-induced settlements were calculated.The post-processed results confirmed that deploying the UAM substantially reduced the tunnel crown and ground surface settlements by 76%and 42%,respectively.Investigation of various design parameters of pipes underscored the significance of incorporating the optimum value for each individual parameter into design schemes to more effectively control the settlements.Additionally,contrasting the settlement reduction rates(SRRs)for pipe design variables showed that the tunnel stability is more sensitive to the changes in the values of diameter and length,compared to values of the installation angle and center-tocenter distance of the pipes.展开更多
Electricity is an efficient form of energy,and the growing interest in electricity-assisted manufacturing is motivated by its inherent energy saving and reduced environmental impact.Beyond this,Electromagnetic Process...Electricity is an efficient form of energy,and the growing interest in electricity-assisted manufacturing is motivated by its inherent energy saving and reduced environmental impact.Beyond this,Electromagnetic Processing of Materials(EPM)allows the fabrication of materials with new compositions,metastable phases and nanograined microstructures that cannot be obtained using conventional heating processes using furnaces.This review covers EPM for the manufacture of ceramic and metal bulk components,with a specific focus on the effects of electric fields and electromagnetic radiations on processing in a wide spectrum of frequencies ranging from DC(f=0 Hz)to visible light(f=10^(14)–10^(15)Hz).The manuscript is divided into two parts.The first part provides a comprehensive overview of the interactions between matter and electric field/current,including heating phenomena(resistive Joule,induction,dielectric heating,electric arcs)and athermal effects(electromigration,electroplasticity,electrochemical reactions,ponderomotive force and others).The second part is focused on the technological application of the techniques,covering heat treatments,joining,sintering and forming.Seven distinct physical phenomena are involved in EPM:resistive Joule and induction heating,electrochemical reactions,electroplasticity,electric arcs and electromagnetic heating based on radio and microwave frequencies(mainly used for heating dielectric materials;i.e.,dielectric heating)or on the IR/visible light(IR heating and lasers).展开更多
Since the 1950s,when the Turing Test was introduced,there has been notable progress in machine language intelligence.Language modeling,crucial for AI development,has evolved from statistical to neural models over the ...Since the 1950s,when the Turing Test was introduced,there has been notable progress in machine language intelligence.Language modeling,crucial for AI development,has evolved from statistical to neural models over the last two decades.Recently,transformer-based Pre-trained Language Models(PLM)have excelled in Natural Language Processing(NLP)tasks by leveraging large-scale training corpora.Increasing the scale of these models enhances performance significantly,introducing abilities like context learning that smaller models lack.The advancement in Large Language Models,exemplified by the development of ChatGPT,has made significant impacts both academically and industrially,capturing widespread societal interest.This survey provides an overview of the development and prospects from Large Language Models(LLM)to Large Multimodal Models(LMM).It first discusses the contributions and technological advancements of LLMs in the field of natural language processing,especially in text generation and language understanding.Then,it turns to the discussion of LMMs,which integrates various data modalities such as text,images,and sound,demonstrating advanced capabilities in understanding and generating cross-modal content,paving new pathways for the adaptability and flexibility of AI systems.Finally,the survey highlights the prospects of LMMs in terms of technological development and application potential,while also pointing out challenges in data integration,cross-modal understanding accuracy,providing a comprehensive perspective on the latest developments in this field.展开更多
Cardiovascular diseases(CVDs)continue to present a leading cause ofmortalityworldwide,emphasizing the importance of early and accurate prediction.Electrocardiogram(ECG)signals,central to cardiac monitoring,have increa...Cardiovascular diseases(CVDs)continue to present a leading cause ofmortalityworldwide,emphasizing the importance of early and accurate prediction.Electrocardiogram(ECG)signals,central to cardiac monitoring,have increasingly been integratedwithDeep Learning(DL)for real-time prediction of CVDs.However,DL models are prone to performance degradation due to concept drift and to catastrophic forgetting.To address this issue,we propose a realtime CVDs prediction approach,referred to as ADWIN-GFR that combines Convolutional Neural Network(CNN)layers,for spatial feature extraction,with Gated Recurrent Units(GRU),for temporal modeling,alongside adaptive drift detection and mitigation mechanisms.The proposed approach integratesAdaptiveWindowing(ADWIN)for realtime concept drift detection,a fine-tuning strategy based on Generative Features Replay(GFR)to preserve previously acquired knowledge,and a dynamic replay buffer ensuring variance,diversity,and data distribution coverage.Extensive experiments conducted on the MIT-BIH arrhythmia dataset demonstrate that ADWIN-GFR outperforms standard fine-tuning techniques,achieving an average post-drift accuracy of 95.4%,amacro F1-score of 93.9%,and a remarkably low forgetting score of 0.9%.It also exhibits an average drift detection delay of 12 steps and achieves an adaptation gain of 17.2%.These findings underscore the potential of ADWIN-GFR for deployment in real-world cardiac monitoring systems,including wearable ECG devices and hospital-based patient monitoring platforms.展开更多
Duchenne muscular dystrophy (DMD) is a hereditary, progressive muscular disorder inherited in an X-linked recessive pattern (Xp21). It typically manifests in childhood and follows a severe, rapid progression. Only mal...Duchenne muscular dystrophy (DMD) is a hereditary, progressive muscular disorder inherited in an X-linked recessive pattern (Xp21). It typically manifests in childhood and follows a severe, rapid progression. Only males are affected, while females are usually carriers. Given the genetic nature of DMD, genetic counseling is an essential service for individuals affected by or at risk of carrying the disease. This service provides not only crucial medical information but also psychosocial support and ongoing management for both patients and their families. Since the discovery of the dystrophin gene in 1987, advancements in molecular genetics have made it possible to precisely identify the genes responsible for many neuromuscular diseases. These developments have revolutionized diagnosis, prognosis, and most importantly, genetic counseling, offering significant benefits for both patients and their families. To highlight the significance of these advancements, this case report focuses on a 10-year-old boy (Y) diagnosed with DMD. It emphasizes the familial nature of the disease, with Y’s two brothers, three cousins, and two maternal uncles also affected, underscoring the inherited pattern of DMD. This reinforces the critical need for early intervention, particularly in regions with high consanguinity, such as North Africa and the Middle East, where genetic counseling and prenatal diagnosis are even more essential. Additionally, the report explores the clinical presentation, diagnostic findings, and promising emerging treatments, including RNA-based therapies, which may play a key role in the future management of DMD. In light of the above, this study underscores the importance of prenatal diagnosis and genetic counseling, particularly in regions like Morocco, where consanguinity rates are notably high. By focusing on preconception care and early genetic intervention, families can be better informed, leading to more effective disease management and support.展开更多
This study aimed to characterize the morphological changes in the ovary of the female crab Neptunus pelagicus and to identify specific fractions of vitelloginin and vitelline molecules during primary and secondary vit...This study aimed to characterize the morphological changes in the ovary of the female crab Neptunus pelagicus and to identify specific fractions of vitelloginin and vitelline molecules during primary and secondary vitellogenesis.Samples of the blue crab were collected from the Mediterranean Sea of Alexandria monthly during 2017.Ovaries and oocytes in primary and secondary vitellogenesis were detached and treated for histological test.Native polyacrylamide gel electrophoresis(PAGE)Bis-Tris Gels was applied to identify vitelloginin(VN)and vitelline(VL)molecules.Protein Analyses were done by PAGE-SDS.The initial degenerate primers were built regarding the conserved amino acid domains of the yolk proteins.Primary and secondary vitellogeneses consisted of 8 phases.Lipoprotein fraction with molecular weight 550 kDa was identified in the hemolymph in secondary vitellogenesis.Two protein fractions(VLI&VLII)were identified in secondary vitellogenic oocytes.The electrophoresis performed with extract of stage I oocyte showed two protein fractions with molecular weights 550 kDa and 460 kDa.In stage II and III oocyte,4 subunits were presented of 180,195,140 and 120 kDa in VLI and 2 subunits with molecular weight of 110 kDa and 95 kDa in VLII.Another two fractions in stage V oocyte presented with molecular weights of 380 kDa and 360 kDa.Western blot analysis proved that both fractions were of four major polypeptide subunits with molecular weight of 180,125,90 and 85 kDa in each of the two VLs.The hybridization signal obtained by the Northern blot was detected in the hepatopancreas during ovarian cycle and in the ovary during secondary vitellogenesis.The result of the reverse transcription-polymerase chain reaction(RT-PCR)analysis showed that the mRNA that encodes the C-terminal region of the VN cDNA was found in the ovary in secondary vitellogenesis and in the hepatopancreas.展开更多
Phosphoric acid is a key ingredient in fertilizer production and contains many rare earth elements(REEs).Recovering REEs from phosphoric acid can prevent the accumulation of these elements in the soil and help bridge ...Phosphoric acid is a key ingredient in fertilizer production and contains many rare earth elements(REEs).Recovering REEs from phosphoric acid can prevent the accumulation of these elements in the soil and help bridge the gap between supply and demand.In this concern,a new material called Si-6G PAMAMPPAAM dendrimers modified silica gel terminated with phenylphosphonic acid-amide moieties was developed and its ability to adsorb Nd(Ⅲ)and Er(Ⅲ)from the phosphoric acid solution was investigated.K inetics and isotherm of the uptake process were investigated to explo re the so rption characte ristics.The attained results show that both metal ions exhibit the same adsorption performance,and the uptake process is depicted as a chemisorption,monolayer,uniform,and homogeneous process.The equilibrium state is achieved within 120 min,and the maximum uptake capacity is 16.7 mg Nd(Ⅲ)/g,and 14.0 mg Er(Ⅲ)/g.Sorption thermodynamics is an endothermic,spontaneous,and feasible uptake process.Nitric acid(1.0 mol/L)is found to be efficient for adsorbing about 94.3%and 92.5%of neodymium(Ⅲ)and erbium(Ⅲ)respectively,and the prepared Si-6G PAMAM-PPAAM demonstrates excellent stability over five consecutive sorption/desorption cycles.Preliminary tests on commercial phosphoric acid demonstrate that Si-6G PAMAM-PPAAM retains its effective REEs uptake from a complex comm ercial phosph oric acid solution.展开更多
BACKGROUND Elevated liver enzymes in rheumatoid arthritis(RA)are often attributed to multiple factors including disease activity and treatment-related adverse effects.Tumor necrosis factor inhibitors(TNFi)have shown m...BACKGROUND Elevated liver enzymes in rheumatoid arthritis(RA)are often attributed to multiple factors including disease activity and treatment-related adverse effects.Tumor necrosis factor inhibitors(TNFi)have shown mixed effects on liver function,with varying safety profiles among agents.AIM To evaluate the hepatic safety of TNFi therapy—etanercept and adalimumab—in RA patients with elevated liver enzymes.METHODS A retrospective chart review was conducted for RA patients with elevated liver enzymes receiving TNFi at a single center between January 1,2019,and September 30,2024.Out of the patients screened,9 met the inclusion criteria.Trends in liver enzymes,fibrosis-4(FIB-4)score,and changes in the Child-Pugh class were analyzed at 1-year and 3-year follow-up periods.RESULTS Among 9 patients(4 on adalimumab,5 on etanercept),the median age was 56 years[interquartile range(IQR):49.5–64.5 years],77.8%were female,and the median body mass index was 36.99 kg/m²(IQR:30.95–43.43 kg/m²).Median baseline FIB-4 was 1.25(IQR:1.02–1.65),with no cirrhosis observed at baseline.Aspartate aminotransferase,alanine aminotransferase,and alkaline phosphatase levels declined consistently,with significant reductions from baseline to 3 years(P=0.003).FIB-4 scores also significantly decreased(P=0.003),while albumin,bilirubin,and Child-Pugh class remained stable at the 3-year follow-up.At 3 years,66.7%achieved RA remission(P=0.03).CONCLUSION TNFi therapy(adalimumab or etanercept)was associated with significant improvement in liver enzymes and FIB-4 without hepatic decompensation,supporting its safety in our cohort of RA patients with liver involvement.Larger prospective studies are warranted to further validate these findings.展开更多
文摘This study explores the thin-layer convective solar drying of Marrubium vulgare L.leaves under conditions typical of sun-rich semi-arid climates.Drying experiments were conducted at three inlet-air temperatures(40℃,50℃,60℃)and two air velocities(1.5 and 2.5 m·s^(-1))using an indirect solar dryer with auxiliary temperature control.Moisture-ratio data were fitted with eight widely used thin-layer models and evaluated using correlation coefficient(r),root-mean-square error(RMSE),and Akaike information criterion(AIC).A complementary heattransfer analysis based on Reynolds and Prandtl numbers with appropriate Nusselt correlations was used to relate flow regime to drying performance,and an energy balance quantified the relative contributions of solar and auxiliary heat.The logarithmic model consistently achieved the lowest RMSE/AIC with r>0.99 across all conditions.Higher temperature and air velocity significantly reduced drying time during the decreasing-rate period,with no constantrate stage observed.On average,solar input supplied the large majority of the thermal demand,while the auxiliary heater compensated short irradiance drops to maintain setpoints.These findings provide a reproducible dataset and a modelling benchmark for M.vulgare leaves,and they support energy-aware design of hybrid solar dryers formedicinal plants in sun-rich regions.
基金supported by research projects:PID2019-111641RB-I00 and PID2023-149027OB-I00 funded by MCIN/AEI/10.13039/501100011033/to DR and PRE2020-094452 to RM。
文摘Backgroud Efficient communication between the embryo and the endometrium is essential for the successful establishment and maintenance of pregnancy.Uterine-derived extracellular vesicles(EVs)contribute to embryomaternal communication,supporting early embryonic development.This study aimed to:(i)compare the protein cargo of uterine fluid EVs(UF-EVs)from CYCLIC and PREGNANT heifers;(ii)characterize the protein profile of conditioned medium(CM)-EVs from endometrial explants cultured alone(EXPL)or co-cultured with five d 7 blastocysts(EXPL+EMB)in vitro;and(iii)compare the EV protein cargo between the in vivo and in vitro models(i.e.,EXPL vs.CYCLIC and EXPL+EMB vs.PREGNANT).Results We identified 1,459 and 1,752 proteins in the UF-EVs of CYCLIC and PREGNANT heifers,respectively.Among these,12 were exclusive to CYCLIC,and 18 were exclusive to PREGNANT.Among the 1,329 proteins identified in both groups,16 were differently abundant;ten were more abundant,and six were less abundant in UF-EVs from PREGNANT heifers.In vivo,the changes in UF-EV protein cargo induced by the presence of a blastocyst were related to inflammatory and immune responses,endometrial receptivity,and support of early embryonic development by promoting cell polarity,cell–cell adhesion,and stem cell differentiation.In vitro,we identified 1,501 proteins in the CM-EVs from EXPL,1,975 in the CM-EVs from EXPL+EMB,and 82 in the CM-EVs from EMB.Additionally,50 proteins were unique to EXPL+EMB,and another 33 were differentially abundant due to the synergistic interaction between the embryo and the endometrium.These proteins are involved in embryonic development,regulation of stem cell differentiation,establishment and maintenance of cell polarity,interferon tau(IFNT)-mediated cell signaling,endometrial receptivity,and immune modulation.Although there are qualitative and quantitative differences between in vivo and in vitro-derived EVs,UF-EVs from CYCLIC heifers compared to CM-EVs from EXPL,as well as UFEVs from PREGNANT heifers compared to CM-EVs from EXPL+EMB shared common proteins.Conclusions These findings highlight the pivotal role of EVs in embryo-maternal communication,suggesting that their protein cargo may actively contribute to the modulation of the uterine environment to support early embryonic development.Understanding these molecular interactions could provide valuable insights into the mechanisms of implantation and pregnancy establishment.
文摘Background:Cupping therapy(CT),an ancient practice revived in modern sports medicine,offers potential benefits for athlete recovery and performance.Distinctions between wet CT(WCT)and dry CT(DCT)in sports science focus on their effects on recovery metrics,particularly how they influence sleep quality,perceived wellness,and athletic performance.Despite anecdotal evidence of its efficacy,rigorous comparative studies are scarce.Objective:This study aimed to evaluates and compare the effects of WCT and DCT on endurance,perceived wellness,exertion levels,and sleep quality among young,active males,addressing the gap in the literature regarding CT's efficacy in sports performance and recovery.Methods:Thirty-two amateur runners were randomly divided into two groups:one followed WCT sessions and the other followed DCT sessions.The study assessed the interventions'impacts on endurance performance(Yo-Yo intermittent recovery test),sleep quality(Pittsburgh Sleep Quality Index),and perceived exertion(Borg CR10 Scale).Heart rate was measured using a Polar H10 sensor to gauge physiological responses during physical tests.Results:Significant improvements were observed in the WCT group for sleep latency(%change=-82.31%;interaction group×time p=0.006;Cohen's d=0.74)and sleep disturbance(%change=-68.70%;interaction group×time p<0.001;Cohen's d=1.09),suggesting enhanced sleep quality(global score;%change=-52.81;interaction group×time p=0.004;Cohen's d=0.77).However,no significant differences were found in direct performance metrics(distance,maximal heart rate,maximal oxygen uptake)between WCT and DCT groups.These findings highlight WCT's potential as a recovery aid,particularly through improved sleep,without directly influencing endurance performance outcomes.Conclusion:WCT may serve as an effective ergogenic aid for athletes by potentially improving sleep quality and reducing perceived exertion,thus contributing indirectly to performance through enhanced recovery.
文摘We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern:ensuring that our children and grandchildren inherit a tomorrow that is at least as good as today,preferably better.We want to make sure that the way we live our lives is sustainable that can continue and keep improving for long time.And since buildings produce half of all greenhouse gases and account for one-sixth of the world's freshwater withdrawals,one-quarter of its wood harvest and two fifths of its material and energy flows.By several estimates,we will double the size of the built environment over the next twenty to forty years.Therefore,there is a critical and immediate need to shift thinking on how the built environment is designed.To reduce environmental impact,protect public health and improve environmental equity and justice,we must change principles for building practice.Designers in general and architects in particular should play a high-profile leadership role in this transformation.
文摘Celiac disease(CD)is a common autoimmune disorder where gluten ingestion triggers an immune response,damaging the small intestine in genetically pre-disposed individuals.Affecting around 1%of the global population,CD presents with diverse symptoms,including gastrointestinal issues like diarrhea and extraintestinal conditions such as anemia and osteoporosis,often complicating diagnosis.Advances in serology,histology,and genetic testing,such as HLA-DQ2/DQ8 analysis,have improved diagnostic accuracy.Precision medicine is transforming CD management by integrating genetic,clinical,and lifestyle data to enable risk prediction,personalized therapies,and improved outcomes.Tools like machine learning enhance early diagnosis,dietary management,and drug discovery,while electronic medical records support comprehensive patient pro-filing and disease monitoring.These technologies facilitate personalized health-care delivery tailored to individual patient profiles.
文摘In a context where urban satellite image processing technologies are undergoing rapid evolution,this article presents an innovative and rigorous approach to satellite image classification applied to urban planning.This research proposes an integrated methodological framework,based on the principles of model-driven engineering(MDE),to transform a generic meta-model into a meta-model specifically dedicated to urban satellite image classification.We implemented this transformation using the Atlas Transformation Language(ATL),guaranteeing a smooth and consistent transition from platform-independent model(PIM)to platform-specific model(PSM),according to the principles of model-driven architecture(MDA).The application of this IDM methodology enables advanced structuring of satellite data for targeted urban planning analyses,making it possible to classify various urban zones such as built-up,cultivated,arid and water areas.The novelty of this approach lies in the automation and standardization of the classification process,which significantly reduces the need for manual intervention,and thus improves the reliability,reproducibility and efficiency of urban data analysis.By adopting this method,decision-makers and urban planners are provided with a powerful tool for systematically and consistently analyzing and interpreting satellite images,facilitating decision-making in critical areas such as urban space management,infrastructure planning and environmental preservation.
基金support from the National Natural Science Foundation of China(Grant No.52304389)the China Postdoctoral Science Foundation(No.2022M720402)+2 种基金Huibin Wu and Gang Niu appreciate the support from the Fundamental Research Funds for the Central Universities(No.FRF-BD-23-01)Na Gong appreciates the support from the Structural Metal Alloy Program(SMAP,No.A18B1b0061)Gang Niu is grateful to Hatem S.Zurob for his insightful recommendation and expressive discussion.
文摘High-strength steel with excellent ductility is pivotal for the formability and safety of critical structural components.Here,a heterogeneous metastable lamellar steel,composed of alternating lamellar ferrite and austenite aligned with the rolling direction,was developed through an innovative combination of warm rolling and immediate annealing processes.This novel design overcomes the strength-ductility trade-off,achieving high ultimate tensile strength(∼1.2 GPa)and excellent uniform elongation(∼78%),pushing the product of ultimate tensile strength and uniform elongation to an ultra-high level(>90 GPa%).The high tensile strength is attributed to ultrafine lamellar grains and significant work hardening induced by the hetero-deformation and transformation-induced plasticity(TRIP)effect.The exceptional ductility is a result of the synergy of multiple plasticity mechanisms,including(i)the inherent plastic deformation ability of lamellar microstructure and the hetero-deformation-induced hardening in the early deformation period,(ii)the persistent TRIP effect induced by the lamellar austenite with high mechanical stability and the elimination of strain localization caused by prolonged strain hardening due to the coordinated deformation of lamellar austenite and ferrite in the middle deformation period,and(iii)delamination cracking in the late deformation period.This approach adopted in current work offers a straightforward and economically feasible pathway for fabricating advanced high-strength steel with superior performance.
文摘The present study focuses on the flow of a yield-stress(Bingham)nanofluid,consisting of suspended Fe3O4 nanoparticles,subjected to a magnetic field in a backward-facing step duct(BFS)configuration.The duct is equipped with a cylindrical obstacle,where the lower wall is kept at a constant temperature.The yield-stress nanofluid enters this duct at a cold temperature with fully developed velocity.The aim of the present investigation is to explore the influence of flow velocity(Re=10 to 200),nanoparticle concentration(ϕ=0 to 0.1),magnetic field intensity(Ha=0 to 100),and its inclination angle(γ=0 to 90)and nanofluid yield stress(Bn=0 to 20)on the thermal and hydrodynamic efficiency inside the backward-facing step.The numerical results have been obtained by resolving the momentum and energy balance equations using the Galerkin finite element method.The obtained results have indicated that an increase in Reynolds number and nanoparticle volume fraction enhances heat transfer.In contrast,a significant reduction is observed with an increase in Hartmann and Bingham numbers,resulting in quasi-immobilization of the fluid under the magnetic influence and radical solidification of this type of fluid,accompanied by the suppression of the vortex zone downstream of the cylindrical obstacle.This study sheds light on the complexity of this magnetically influenced fluid,with potential implications in various engineering and materials science fields.
文摘This study prepared and characterized amphiphilic carboxymethyl cellulose stearate(CMCS)recycled from sugarcane bagasse agro-waste(SB).The Fourier-transform infrared(FTIR)analysis confirmed cellulose,carboxymethyl cellulose(CMC),and CMCS structures,with CMCS showing increased H-bonding.X-ray diffraction analysis(XRD)revealed reduced crystallinity in CMC and CMCS.CMCS exhibited a hydrophobic nature but dispersed in water,enabling nanoemulsion formation.Optimal nanoemulsion was achieved with CMCS1,showing a particle size of 99 nm.Transmission electron microscopy(TEM)images revealed CMC’s honeycomb structure,transforming into spherical particles in CMCS1.Antimicrobial tests demonstrated strong activity of CMCS formulations against Escherichia coli and Staphylococcus aureus,with CMCS3 exhibiting the highest efficacy.These findings highlight the potential of CMCS-based nanoemulsions for antimicrobial applications and nanoemulsification.
文摘BACKGROUND Single-balloon enteroscopy(SBE)is a minimally invasive procedure to assess and treat small bowel pathologies.The most common use is to detect suspected small bowel bleeding:Insignificant gastrointestinal(GI)bleeding or iron deficiency anaemia(IDA).The safety and feasibility of SBE in the elderly has not been adequately studied.AIM To assess the safety and feasibility of both antegrade and retrograde SBE in elderly patients.METHODS We performed a retrospective cohort study of all antegrade and retrograde SBE done at our center from March 2011 through May 2020.We collected patient’s data including demographics,indications,findings,therapeutic interventions,and complications.The cohort was divided into 3 groups:Patients younger than 65 years(group 1),patients 65-75 years(group 2),and patients older than 75 years(group 3).We used 1-way one way analysis of variance,aχ^(2) test,and logistic regression to compare study outcomes.The primary aim was to assess diagnostic yield,therapeutic yield and rates of complications from SBE among study groups.RESULTS A total of 284 SBE were performed in 227 patients.In the 227 patients,we analyzed 194 antegrade(19 in gastric bypass patients)and 33 retrograde procedures.Mean age was 62.0(SD:16.7),130 patients were women(57.3%),98 were Hispanic(43.4%),and mean body mass index was 28(SD:6.3).The number of patients in each group were:Group 1(117,51.3%),group 2(57,25.0%)and group 3(53,23.7%).Gender,ethnicity,body mass index and proportions of antegrade and retrograde were comparable between age groups.The most common indications for procedure were:Obscure GI bleeding(48%),IDA(48%),abdominal pain(14%),and others(abnormal capsule,43%;abnormal imaging,9.7%;diarrhea 5.3%).The elderly(group 3)were more likely to have GI bleed as the indication(42.7%,40.4%,67.9%,P=0.004)without difference in IDA(44.4%,56.1%,47.2%,P=0.35).Diagnostic yield was significantly higher in the elderly group(48.2%,53.7%,68.0%),particularly in antegrade(48.5%,53.3%,72.1%,P=0.033).Angioectasias were the most common finding(21.0%)and present more often in the elderly(10.9%,20.4%,44%)(P<0.001).Therapeutic interventions were also more in the elderly group(35.0%,33.3%,58.5%,P=0.007).There were only 2(0.9%)complications,including minor oropharyngeal hemorrhage and esophageal trauma and no deaths,with no difference among groups.CONCLUSION In a retrospective analysis of SBE,we found this procedure safe and feasible in the elderly.SBE has higher diagnostic and therapeutic yields in the elderly vs the other age groups,mainly because of the increased small bowel angioectasias.
文摘Monitoring of the earth’s surface has been significantly improved thanks to optical remote sensing by satellites such as SPOT,Landsat and Sentinel-2,which produce vast datasets.The processing of this data,often referred to as Big Data,is essential for decision-making,requiring the application of advanced algorithms to analyze changes in land cover.In the age of artificial intelligence,supervised machine learning algorithms are widely used,although their application in urban contexts remains complex.Researchers have to evaluate and tune various algorithms according to assumptions and experiments,which requires time and resources.This paper presents a meta-modeling approach for urban satellite image classification,using model-driven engineering techniques.The aim is to provide urban planners with standardized solutions for geospatial processing,promoting reusability and interoperability.Formalization includes the creation of a knowledge base and the modeling of processing chains to analyze land use.
基金National Natural Science Foundation of China(Project No.:52320105003,Project No.:52303019)the CAS-ANSO Co-funding Research Project(Project No.:CAS-ANSO-CF-2024)+2 种基金the National Key R&D Program of China(Project No.:2023YFC3707201)the Fundamental Research Funds for the Central Universities(Project No.:E3ET1803)China Postdoctoral Science Foundation(Project No:2024T170904)。
文摘The valorization of nitrous oxide(N_(2)O)as an oxygen atom donor presents an attractive opportunity for green chemistry applications,leveraging both its industrial abundance and thermodynamically favorable oxidation potential.However,practical implementation has been constrained by the inherent kinetic inertness and poor coordinating ability of N_(2)O.While prior studies achieved N_(2)O-mediated conversion of aryl halides to phenols,such transformations necessitated stoichiometric chemical reductants and elevated pressure(2 atm),posing challenges in operational safety and process scalability.This study focuses on an electrochemical strategy that enables efficient oxygen atom transfer under ambient pressure through controlled current application.This methodology facilitates the selective transformation of aryl iodides to phenols without external reducing agents,establishing an environmentally benign synthetic pathway.By replacing traditional chemical reductants with electrons as the sole reducing equivalent,our approach addresses critical sustainability challenges in aromatic oxygenation chemistry while maintaining operational simplicity under mild conditions.
文摘Recent developments in tunneling have stimulated design practitioners to more effectively utilize the underground spaces.However,tunneling at shallow depth in soft grounds gives rise to concerns associated with tunnel instability.Umbrella arch method(UAM),as a pre-reinforcement approach of tunnels in complex geological conditions,is widely used to maintain the tunnel stability.Quantitative assessment of the impacts of the entire approach and forepoling pipe features on tunnel stability remains challenging due to the complex nature of the UAM application.This study aimed to assess the effect of pipe design parameters on reinforcing the tunnels excavated in soft grounds.This practical investigation considered the actual field conditions attributed to the tunneling procedure and UAM deployment.Then,the tunneling process was modeled and the tunnel excavation-induced settlements were calculated.The post-processed results confirmed that deploying the UAM substantially reduced the tunnel crown and ground surface settlements by 76%and 42%,respectively.Investigation of various design parameters of pipes underscored the significance of incorporating the optimum value for each individual parameter into design schemes to more effectively control the settlements.Additionally,contrasting the settlement reduction rates(SRRs)for pipe design variables showed that the tunnel stability is more sensitive to the changes in the values of diameter and length,compared to values of the installation angle and center-tocenter distance of the pipes.
基金the Thousand Talents Program of China and Sichuan Province。
文摘Electricity is an efficient form of energy,and the growing interest in electricity-assisted manufacturing is motivated by its inherent energy saving and reduced environmental impact.Beyond this,Electromagnetic Processing of Materials(EPM)allows the fabrication of materials with new compositions,metastable phases and nanograined microstructures that cannot be obtained using conventional heating processes using furnaces.This review covers EPM for the manufacture of ceramic and metal bulk components,with a specific focus on the effects of electric fields and electromagnetic radiations on processing in a wide spectrum of frequencies ranging from DC(f=0 Hz)to visible light(f=10^(14)–10^(15)Hz).The manuscript is divided into two parts.The first part provides a comprehensive overview of the interactions between matter and electric field/current,including heating phenomena(resistive Joule,induction,dielectric heating,electric arcs)and athermal effects(electromigration,electroplasticity,electrochemical reactions,ponderomotive force and others).The second part is focused on the technological application of the techniques,covering heat treatments,joining,sintering and forming.Seven distinct physical phenomena are involved in EPM:resistive Joule and induction heating,electrochemical reactions,electroplasticity,electric arcs and electromagnetic heating based on radio and microwave frequencies(mainly used for heating dielectric materials;i.e.,dielectric heating)or on the IR/visible light(IR heating and lasers).
基金We acknowledge funding from NSFC Grant 62306283.
文摘Since the 1950s,when the Turing Test was introduced,there has been notable progress in machine language intelligence.Language modeling,crucial for AI development,has evolved from statistical to neural models over the last two decades.Recently,transformer-based Pre-trained Language Models(PLM)have excelled in Natural Language Processing(NLP)tasks by leveraging large-scale training corpora.Increasing the scale of these models enhances performance significantly,introducing abilities like context learning that smaller models lack.The advancement in Large Language Models,exemplified by the development of ChatGPT,has made significant impacts both academically and industrially,capturing widespread societal interest.This survey provides an overview of the development and prospects from Large Language Models(LLM)to Large Multimodal Models(LMM).It first discusses the contributions and technological advancements of LLMs in the field of natural language processing,especially in text generation and language understanding.Then,it turns to the discussion of LMMs,which integrates various data modalities such as text,images,and sound,demonstrating advanced capabilities in understanding and generating cross-modal content,paving new pathways for the adaptability and flexibility of AI systems.Finally,the survey highlights the prospects of LMMs in terms of technological development and application potential,while also pointing out challenges in data integration,cross-modal understanding accuracy,providing a comprehensive perspective on the latest developments in this field.
基金supported by Princess Nourah bint Abdulrahman University Researchers Supporting Project number(PNURSP2025R196)Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia.
文摘Cardiovascular diseases(CVDs)continue to present a leading cause ofmortalityworldwide,emphasizing the importance of early and accurate prediction.Electrocardiogram(ECG)signals,central to cardiac monitoring,have increasingly been integratedwithDeep Learning(DL)for real-time prediction of CVDs.However,DL models are prone to performance degradation due to concept drift and to catastrophic forgetting.To address this issue,we propose a realtime CVDs prediction approach,referred to as ADWIN-GFR that combines Convolutional Neural Network(CNN)layers,for spatial feature extraction,with Gated Recurrent Units(GRU),for temporal modeling,alongside adaptive drift detection and mitigation mechanisms.The proposed approach integratesAdaptiveWindowing(ADWIN)for realtime concept drift detection,a fine-tuning strategy based on Generative Features Replay(GFR)to preserve previously acquired knowledge,and a dynamic replay buffer ensuring variance,diversity,and data distribution coverage.Extensive experiments conducted on the MIT-BIH arrhythmia dataset demonstrate that ADWIN-GFR outperforms standard fine-tuning techniques,achieving an average post-drift accuracy of 95.4%,amacro F1-score of 93.9%,and a remarkably low forgetting score of 0.9%.It also exhibits an average drift detection delay of 12 steps and achieves an adaptation gain of 17.2%.These findings underscore the potential of ADWIN-GFR for deployment in real-world cardiac monitoring systems,including wearable ECG devices and hospital-based patient monitoring platforms.
文摘Duchenne muscular dystrophy (DMD) is a hereditary, progressive muscular disorder inherited in an X-linked recessive pattern (Xp21). It typically manifests in childhood and follows a severe, rapid progression. Only males are affected, while females are usually carriers. Given the genetic nature of DMD, genetic counseling is an essential service for individuals affected by or at risk of carrying the disease. This service provides not only crucial medical information but also psychosocial support and ongoing management for both patients and their families. Since the discovery of the dystrophin gene in 1987, advancements in molecular genetics have made it possible to precisely identify the genes responsible for many neuromuscular diseases. These developments have revolutionized diagnosis, prognosis, and most importantly, genetic counseling, offering significant benefits for both patients and their families. To highlight the significance of these advancements, this case report focuses on a 10-year-old boy (Y) diagnosed with DMD. It emphasizes the familial nature of the disease, with Y’s two brothers, three cousins, and two maternal uncles also affected, underscoring the inherited pattern of DMD. This reinforces the critical need for early intervention, particularly in regions with high consanguinity, such as North Africa and the Middle East, where genetic counseling and prenatal diagnosis are even more essential. Additionally, the report explores the clinical presentation, diagnostic findings, and promising emerging treatments, including RNA-based therapies, which may play a key role in the future management of DMD. In light of the above, this study underscores the importance of prenatal diagnosis and genetic counseling, particularly in regions like Morocco, where consanguinity rates are notably high. By focusing on preconception care and early genetic intervention, families can be better informed, leading to more effective disease management and support.
文摘This study aimed to characterize the morphological changes in the ovary of the female crab Neptunus pelagicus and to identify specific fractions of vitelloginin and vitelline molecules during primary and secondary vitellogenesis.Samples of the blue crab were collected from the Mediterranean Sea of Alexandria monthly during 2017.Ovaries and oocytes in primary and secondary vitellogenesis were detached and treated for histological test.Native polyacrylamide gel electrophoresis(PAGE)Bis-Tris Gels was applied to identify vitelloginin(VN)and vitelline(VL)molecules.Protein Analyses were done by PAGE-SDS.The initial degenerate primers were built regarding the conserved amino acid domains of the yolk proteins.Primary and secondary vitellogeneses consisted of 8 phases.Lipoprotein fraction with molecular weight 550 kDa was identified in the hemolymph in secondary vitellogenesis.Two protein fractions(VLI&VLII)were identified in secondary vitellogenic oocytes.The electrophoresis performed with extract of stage I oocyte showed two protein fractions with molecular weights 550 kDa and 460 kDa.In stage II and III oocyte,4 subunits were presented of 180,195,140 and 120 kDa in VLI and 2 subunits with molecular weight of 110 kDa and 95 kDa in VLII.Another two fractions in stage V oocyte presented with molecular weights of 380 kDa and 360 kDa.Western blot analysis proved that both fractions were of four major polypeptide subunits with molecular weight of 180,125,90 and 85 kDa in each of the two VLs.The hybridization signal obtained by the Northern blot was detected in the hepatopancreas during ovarian cycle and in the ovary during secondary vitellogenesis.The result of the reverse transcription-polymerase chain reaction(RT-PCR)analysis showed that the mRNA that encodes the C-terminal region of the VN cDNA was found in the ovary in secondary vitellogenesis and in the hepatopancreas.
文摘Phosphoric acid is a key ingredient in fertilizer production and contains many rare earth elements(REEs).Recovering REEs from phosphoric acid can prevent the accumulation of these elements in the soil and help bridge the gap between supply and demand.In this concern,a new material called Si-6G PAMAMPPAAM dendrimers modified silica gel terminated with phenylphosphonic acid-amide moieties was developed and its ability to adsorb Nd(Ⅲ)and Er(Ⅲ)from the phosphoric acid solution was investigated.K inetics and isotherm of the uptake process were investigated to explo re the so rption characte ristics.The attained results show that both metal ions exhibit the same adsorption performance,and the uptake process is depicted as a chemisorption,monolayer,uniform,and homogeneous process.The equilibrium state is achieved within 120 min,and the maximum uptake capacity is 16.7 mg Nd(Ⅲ)/g,and 14.0 mg Er(Ⅲ)/g.Sorption thermodynamics is an endothermic,spontaneous,and feasible uptake process.Nitric acid(1.0 mol/L)is found to be efficient for adsorbing about 94.3%and 92.5%of neodymium(Ⅲ)and erbium(Ⅲ)respectively,and the prepared Si-6G PAMAM-PPAAM demonstrates excellent stability over five consecutive sorption/desorption cycles.Preliminary tests on commercial phosphoric acid demonstrate that Si-6G PAMAM-PPAAM retains its effective REEs uptake from a complex comm ercial phosph oric acid solution.
文摘BACKGROUND Elevated liver enzymes in rheumatoid arthritis(RA)are often attributed to multiple factors including disease activity and treatment-related adverse effects.Tumor necrosis factor inhibitors(TNFi)have shown mixed effects on liver function,with varying safety profiles among agents.AIM To evaluate the hepatic safety of TNFi therapy—etanercept and adalimumab—in RA patients with elevated liver enzymes.METHODS A retrospective chart review was conducted for RA patients with elevated liver enzymes receiving TNFi at a single center between January 1,2019,and September 30,2024.Out of the patients screened,9 met the inclusion criteria.Trends in liver enzymes,fibrosis-4(FIB-4)score,and changes in the Child-Pugh class were analyzed at 1-year and 3-year follow-up periods.RESULTS Among 9 patients(4 on adalimumab,5 on etanercept),the median age was 56 years[interquartile range(IQR):49.5–64.5 years],77.8%were female,and the median body mass index was 36.99 kg/m²(IQR:30.95–43.43 kg/m²).Median baseline FIB-4 was 1.25(IQR:1.02–1.65),with no cirrhosis observed at baseline.Aspartate aminotransferase,alanine aminotransferase,and alkaline phosphatase levels declined consistently,with significant reductions from baseline to 3 years(P=0.003).FIB-4 scores also significantly decreased(P=0.003),while albumin,bilirubin,and Child-Pugh class remained stable at the 3-year follow-up.At 3 years,66.7%achieved RA remission(P=0.03).CONCLUSION TNFi therapy(adalimumab or etanercept)was associated with significant improvement in liver enzymes and FIB-4 without hepatic decompensation,supporting its safety in our cohort of RA patients with liver involvement.Larger prospective studies are warranted to further validate these findings.
