Post-translational modifications(PTMs)regulate the occurrence and development of cancer,and lactylation modification is a new form of PTMs.Recent studies have found that lactic acid modification can regulate the immun...Post-translational modifications(PTMs)regulate the occurrence and development of cancer,and lactylation modification is a new form of PTMs.Recent studies have found that lactic acid modification can regulate the immune tolerance of cancer cells.The classical theory holds that prostate apoptosis response-4(PAR-4)is a tumor suppressor protein.However,our recent research has found that PAR-4 has a biological function of promoting cancer in hepatocellular carcinoma(HCC),and our analysis shows that PAR-4 can be modified of lactic acid.These research evidences suggest that PAR-4 lactylation modification may drive immune tolerance in HCC.Therefore,inhibiting PAR-4 lactylation modification is very likely to increase the sensitivity of HCC to immunotherapy.展开更多
Bentonite is a necessary binder in producing pellets.Its excessive use reduces the iron grade of pellets and increases production costs.Minimizing bentonite dosage is essential for producing high-quality iron ore pell...Bentonite is a necessary binder in producing pellets.Its excessive use reduces the iron grade of pellets and increases production costs.Minimizing bentonite dosage is essential for producing high-quality iron ore pellets.Addressing the gap in the application of organically-intercalated modified bentonite in the pelletizing field,this study introduces an innovative modification process for bentonite that employs the synergistic effect of mechanical force and dimethyl sulfoxide to enhance the intercalation of organic compounds within bentonite,thus significantly enhancing its binding performance.The colloid value and swell capacity of modified bentonite(98.5 m L/3g and 55.0 m L/g)were much higher than the original bentonite(90.5 m L/3g and 17.5 m L/g).With the decrease of bentonite dosage from1.5wt%to 1.0wt%,the drop number of green pellets from a height of 0.5 m and the compressive strengths of roasted pellets using the modified bentonite(6.0 times and 2916 N per pellet)were significantly higher than those of the original bentonite(4.0 times and 2739 N per pellet).This study provides a comprehensive analysis of the intercalation modification mechanism of bentonite,offering crucial technical insights for the development of high-performance modified bentonite as iron ore pellet binders.展开更多
MnO_(x)-CeO_(2)catalysts for the low-temperature selective catalytic reduction(SCR)of NO remain vulnerable to water and sulfur poisoning,limting their practical applications.Herein,we report a hydrophobic-modified MnO...MnO_(x)-CeO_(2)catalysts for the low-temperature selective catalytic reduction(SCR)of NO remain vulnerable to water and sulfur poisoning,limting their practical applications.Herein,we report a hydrophobic-modified MnO_(x)-CeO_(2)catalyst that achieves enhanced NO conversion rate and stability under harsh conditions.The catalyst was synthesized by decorating MnOx crystals with amorphous CeO_(2),followed by loading hydrophobic silica on the external surfaces.The hydrophobic silica allowed the adsorption of NH_(3)and NO and diffusion of H,suppressed the adsorption of H_(2)O,and prevented SO_(2)interaction with the Mn active sites,achieving selective molecular discrimination at the catalyst surface.At 120℃,under H_(2)O and SO_(2)exposure,the optimal hydrophobic catalyst maintains 82%NO conversion rate compared with 69%for the unmodified catalyst.The average adsorption energies of NH_(3),H_(2)O,and SO_(2)decreased by 0.05,0.43,and 0.52 eV,respectively.The NO reduction pathway follows the Eley-Rideal mechanism,NH_(3)^(*)+*→NH_(2)^(*)+H^(*)followed by NH_(2)^(*)+NO^(*)→N_(2)^(*)+H_(2)O^(*),with NH_(3)dehydrogenation being the rate determining step.Hydrophobic modification increased the activation energy for H atom transfer,leading to a minor decrease in the NO conversion rate at 120℃.This work demonstrates a viable strategy for developing robust NH_(3)-S CR catalysts capable of efficient operation in water-and sulfur-rich environments.展开更多
The neuroinflammatory response mediated by microglial activation plays an important role in the secondary nerve injury of traumatic brain injury.The post-transcriptional modification of N^(6)-methyladenosine is ubiqui...The neuroinflammatory response mediated by microglial activation plays an important role in the secondary nerve injury of traumatic brain injury.The post-transcriptional modification of N^(6)-methyladenosine is ubiquitous in the immune response of the central nervous system.The fat mass and obesity-related protein catalyzes the demethylation of N^(6)-methyladenosine modifications on mRNA and is widely expressed in various tissues,participating in the regulation of multiple diseases’biological processes.However,the role of fat mass and obesity in microglial activation and the subsequent neuroinflammatory response after traumatic brain injury is unclear.In this study,we found that the expression of fat mass and obesity was significantly down-regulated in both lipopolysaccharide-treated BV2 cells and a traumatic brain injury mouse model.After fat mass and obesity interference,BV2 cells exhibited a pro-inflammatory phenotype as shown by the increased proportion of CD11b^(+)/CD86^(+)cells and the secretion of pro-inflammatory cytokines.Fat mass and obesity-mediated N^(6)-methyladenosine demethylation accelerated the degradation of ADAM17 mRNA,while silencing of fat mass and obesity enhanced the stability of ADAM17 mRNA.Therefore,down-regulation of fat mass and obesity expression leads to the abnormally high expression of ADAM17 in microglia.These results indicate that the activation of microglia and neuroinflammatory response regulated by fat mass and obesity-related N^(6)-methyladenosine modification plays an important role in the pro-inflammatory process of secondary injury following traumatic brain injury.展开更多
Research into lactylation modifications across various target organs in both health and disease has gained significant attention.Many essential life processes and the onset of diseases are not only related to protein ...Research into lactylation modifications across various target organs in both health and disease has gained significant attention.Many essential life processes and the onset of diseases are not only related to protein abundance but are also primarily regulated by various post-translational protein modifications.Lactate,once considered merely a byproduct of anaerobic metabolism,has emerged as a crucial energy substrate and signaling molecule involved in both physiological and pathological processes within the nervous system.Furthermore,recent studies have emphasized the significant role of lactate in numerous neurological diseases,including Alzheimer's disease,Parkinson's disease,acute cerebral ischemic stroke,multiple sclerosis,Huntington's disease,and myasthenia gravis.The purpose of this review is to synthesize the current research on lactate and lactylation modifications in neurological diseases,aiming to clarify their mechanisms of action and identify potential therapeutic targets.As such,this work provides an overview of the metabolic regulatory roles of lactate in various disorders,emphasizing its involvement in the regulation of brain function.Additionally,the specific mechanisms of brain lactate metabolism are discussed,suggesting the unique roles of lactate in modulating brain function.As a critical aspect of lactate function,lactylation modifications,including both histone and non-histone lactylation,are explored,with an emphasis on recent advancements in identifying the key regulatory enzymes of such modifications,such as lactylation writers and erasers.The effects and specific mechanisms of abnormal lactate metabolism in diverse neurological diseases are summarized,revealing that lactate acts as a signaling molecule in the regulation of brain functions and that abnormal lactate metabolism is implicated in the progression of various neurological disorders.Future research should focus on further elucidating the molecular mechanisms underlying lactate and lactylation modifications and exploring their potential as therapeutic targets for neurological diseases.展开更多
In recent years,exosomes have garnered extensive attention as therapeutic agents and early diagnostic markers in neurodegenerative disease research.Exosomes are small and can effectively cross the blood-brain barrier,...In recent years,exosomes have garnered extensive attention as therapeutic agents and early diagnostic markers in neurodegenerative disease research.Exosomes are small and can effectively cross the blood-brain barrier,allowing them to target deep brain lesions.Recent studies have demonstrated that exosomes derived from different cell types may exert therapeutic effects by regulating the expression of various inflammatory cytokines,mRNAs,and disease-related proteins,thereby halting the progression of neurodegenerative diseases and exhibiting beneficial effects.However,exosomes are composed of lipid bilayer membranes and lack the ability to recognize specific target cells.This limitation can lead to side effects and toxicity when they interact with non-specific cells.Growing evidence suggests that surface-modified exosomes have enhanced targeting capabilities and can be used as targeted drug-delivery vehicles that show promising results in the treatment of neurodegenerative diseases.In this review,we provide an up-to-date overview of existing research aimed at devising approaches to modify exosomes and elucidating their therapeutic potential in neurodegenerative diseases.Our findings indicate that exosomes can efficiently cross the blood-brain barrier to facilitate drug delivery and can also serve as early diagnostic markers for neurodegenerative diseases.We introduce the strategies being used to enhance exosome targeting,including genetic engineering,chemical modifications(both covalent,such as click chemistry and metabolic engineering,and non-covalent,such as polyvalent electrostatic and hydrophobic interactions,ligand-receptor binding,aptamer-based modifications,and the incorporation of CP05-anchored peptides),and nanomaterial modifications.Research into these strategies has confirmed that exosomes have significant therapeutic potential for neurodegenerative diseases.However,several challenges remain in the clinical application of exosomes.Improvements are needed in preparation,characterization,and optimization methods,as well as in reducing the adverse reactions associated with their use.Additionally,the range of applications and the safety of exosomes require further research and evaluation.展开更多
Melamine sponge is a major concern for oil-water separation due to its lightweight,high porosity(>99%),cost-effectiveness,impressive mechanical properties,and chemical/thermal stability.However,its amphiphilic natu...Melamine sponge is a major concern for oil-water separation due to its lightweight,high porosity(>99%),cost-effectiveness,impressive mechanical properties,and chemical/thermal stability.However,its amphiphilic nature hinders selective oil absorption in water.Recent strategies to enhance hydrophobicity are reviewed,including synthetic methods and materials,with comprehensive explanations of the mechanisms driven by surface energy and roughness.Key performance indicators for MS in oil-water separation,including adsorption capacity,wettability,stability,emulsion separation,reversible wettability switching,flame retardancy,mechanical properties,and recyclability,are thoroughly discussed.In conclusion,this review provides insights into the future potential and direction of functional melamine sponges in oil-water separation.展开更多
Regulatory T(Treg)cells are pivotal for maintaining immune homeostasis and play essential roles in various diseases,such as autoimmune diseases,graft-versus-host disease(GVHD),tumors,and infectious diseases.Treg cells...Regulatory T(Treg)cells are pivotal for maintaining immune homeostasis and play essential roles in various diseases,such as autoimmune diseases,graft-versus-host disease(GVHD),tumors,and infectious diseases.Treg cells exert suppressive function via distinct mechanisms,including inhibitory cytokines,granzyme or perforin-mediated cytolysis,metabolic disruption,and suppression of dendritic cells.Forkhead Box P3(FOXP3),the characteristic transcription factor,is essential for Treg cell function and plasticity.Cumulative evidence has demonstrated that FOXP3 activity and Treg cell function are modulated by a variety of post-translational modifications(PTMs),including ubiquitination,acetylation,phosphorylation,methylation,glycosylation,poly(ADP-ribosyl)ation,and uncharacterized modifications.This review describes Treg cell suppressive mechanisms and summarizes the current evidence on PTM regulation of FOXP3 and Treg cell function.Understanding the regulatory role of PTMs in Treg cell plasticity and function will be helpful in designing therapeutic strategies for autoimmune diseases,GVHD,tumors,and infectious diseases.展开更多
Objective:This study aimed to determine the effect of a culture-specificbehavior modificationprogram on glycated hemoglobin(HbA1c)and blood pressure among adults with diabetes and hypertension.Methods:This study was a...Objective:This study aimed to determine the effect of a culture-specificbehavior modificationprogram on glycated hemoglobin(HbA1c)and blood pressure among adults with diabetes and hypertension.Methods:This study was a single-blind randomized controlled trial design.From January to May 2024,a total of 60 patients with uncontrolled type 2 diabetes and hypertension from the primary care unit of a hospital in northeastern(Isan)Thailand were recruited.The intervention group received the usual care supplemented by a culture-specificbehavior modificationprogramm implemented through interactive classes and online web application consisting of information,motivation,and behavioral skills(diet,exercise,and medication use),the control group received the usual care.HbA1c and blood pressure measurements were collected at both baseline and at 12 weeks.Results:A total of 51 patients completed the study,the intervention group(n=26)and control group(n=25),respectively.After 12 weeks,23.1%of patients in the intervention group could maintain their HbA1c<7.0%;those with poorly controlled HbA1c decreased from 7.7%at baseline to 3.8%at 12 weeks.After 12 weeks,69.2%of intervention group participants could maintain systolic blood pressure<130 mmHg and 53.8%could keep diastolic blood pressure<80 mmHg.Analysis revealed that HbA1c,systolic and diastolic blood pressure levels in the intervention group were lower than the control group after the intervention(P<0.05).There was a statistically significantdifference a linear combination of HbA1c and blood pressure(systolic and diastolic BP levels)between time and group(P<0.05).Conclusion:These results suggest that healthcare providers can incorporate elements of this program to manage blood glucose and blood pressure effectively.Future studies should consider a longitudinal design with a larger sample size and include outcomes of lipid levels to confirmlong-term motivation.展开更多
Objective The analgesic effect of acupuncture has been widely accepted.Nevertheless,the mechanism behind its analgesic effect remains elusive,thus impeding the progress of research geared toward enhancing the analgesi...Objective The analgesic effect of acupuncture has been widely accepted.Nevertheless,the mechanism behind its analgesic effect remains elusive,thus impeding the progress of research geared toward enhancing the analgesic effect of acupuncture.This paper investigated the role of acupuncture needle surface textures on acupuncture’s analgesic effect by creating four experimental acupuncture needles with different patterns of surface augmentation.Methods Four types of acupuncture needles with different surface textures(the lined needle,circle needle,sandpaper needle,and threaded needle)were designed.Additionally,the force/torque measurement system used a robot arm and mechanical sensor to measure the force on the needle during insertion and manipulation.To perform acupuncture analgesia experiments,four experimental acupuncture needles and a normal needle were inserted into the Zusanli(ST36)acupoint of rats with inflammatory pain.By comparing the force and torque and the analgesic efficacy of the different acupuncture needles,these experiments tested the role of acupuncture needle body texture on acupuncture analgesia.Results The analgesic effects of different acupuncture needle body textures varied.Specifically,the force required to penetrate the skin with the lined needle was not greater than that for the normal needle;however,the needle with inscribed circles and the sandpaper-roughened needle both required greater force for insertion.Additionally,the torque of the lined needle reached 2×10^(-4)N·m under twisting manipulation,which was four times greater the torque of a normal needle(5×10^(-5)N·m).Furthermore,the lined needle improved pain threshold and mast cell degranulation rate compared to the normal needle.Conclusion Optimizing the texture of acupuncture needles can enhance acupuncture analgesia.The texture of our experimental acupuncture needles had a significant impact on the force needed to penetrate the skin and the torque needed to manipulate the needle;it was also linked to variable analgesic effects.This study provides a theoretical basis for enhancing the analgesic efficacy of acupuncture through the modification of needles and promoting the development of acupuncture therapy.展开更多
Sodium-ion batteries(SIBs)have the advantages of environmental friendliness,cost-effectiveness,and high energy density,which are considered one of the most promising candidates for lithium-ion batteries(LIBs).The cath...Sodium-ion batteries(SIBs)have the advantages of environmental friendliness,cost-effectiveness,and high energy density,which are considered one of the most promising candidates for lithium-ion batteries(LIBs).The cathode materials influence the cost and energy output of SIBs.Therefore,the development of advanced cathode materials is crucial for the practical application of SIBs.Among various cathode materials,layered transition metal oxides(LTMOs)have received widespread attention owing to their straightforward preparation,abundant availability,and cost-competitiveness.Notably,layered Fe-based oxide cathodes are deemed to be one of the most promising candidates for the lowest price and easy-to-improve performance.Nevertheless,the challenges such as severe phase transitions,sluggish diffusion kinetics and interfacial degradation pose significant hurdles in achieving high-performance cathodes for SIBs.This review first briefly outlines the classification of layered structures and the working principle of layered oxides.Then,recent advances in modification strategies employed to address current issues with layered iron-based oxide cathodes are systematically reviewed,including ion doping,biphasic engineering and surface modification.Furthermore,the review not only outlines the prospects and development directions for layered Fe-based oxide cathodes but also provides novel insights and directions for future research endeavors for SIBs.展开更多
NORHA,a long non-coding RNA(lncRNA),serves as a key inducer of follicular atresia in sows by triggering granulosa cells(GCs)apoptosis.However,its regulation by N6-methyladenosine(m6A)-the most abundant RNA modificatio...NORHA,a long non-coding RNA(lncRNA),serves as a key inducer of follicular atresia in sows by triggering granulosa cells(GCs)apoptosis.However,its regulation by N6-methyladenosine(m6A)-the most abundant RNA modification-remains unresolved.This study identified NORHA as a functional target of the m6A reader HNRNPA2B1 in sow GCs(sGCs).Transcriptome-wide mapping of RNA modification sites revealed extensive m6A enrichment on NORHA,with HNRNPA2B1 binding directly to the transcript and enhancing its stability via modification of multiple m6A sites,including A261,A441,and A919.HNRNPA2B1 suppressed 17β-estradiol(E2)biosynthesis and promoted sGC apoptosis by activating the NORHA-FoxO1 axis.FoxO1 subsequently repressed expression of cytochrome P450 family 19 subfamily A member 1(CYP19A1),which encodes the enzyme essential for E2 biosynthesis.Additionally,HNRNPA2B1 functioned as a critical mediator of METTL3-dependent m6A modification,modulating NORHA expression and activity in sGCs.This study highlights an important m6Adependent regulatory mechanism governing NORHA expression in sGCs.展开更多
With the acceleration of advanced industrialization and urbanization,the environment is deteriorating rapidly,and non-renewable energy resources are depleted.The gradual advent of potential clean energy storage techno...With the acceleration of advanced industrialization and urbanization,the environment is deteriorating rapidly,and non-renewable energy resources are depleted.The gradual advent of potential clean energy storage technologies is particularly urgent.Electrochemical energy storage technologies have been widely used in multiple fields,especially supercapacitors and rechargeable batteries,as vital elements of storing renewable energy.In recent years,two-dimensional material MXene has shown great potential in energy and multiple application fields thanks to its excellent electrical properties,large specific surface area,and tunability.Based on the layered materials of MXene,researchers have successfully achieved the dual functions of energy storage and conversion by adjusting the surface terminals at the Fermi level.It is worth noting that compared with other two-dimensional materials,MXene has more active sites on the basal plane,showing excellent catalytic performance.In contrast,other two-dimensional materials have catalytic activity only at the edge sites.This article comprehensively overviews the synthesis process,structural characteristics,modification methods for MXene-based polymer materials,and their applications in electrochemical energy storage.It also briefly discusses the potential of MXene-polymer materials in electromagnetic shielding technology and sensors and looks forward to future research directions.展开更多
Infections associated with titanium(Ti)-based implants present significant challenges in clinical treatments,especially when biofilms already form on the implant surface.Many antimicrobial agents,including antibiotics...Infections associated with titanium(Ti)-based implants present significant challenges in clinical treatments,especially when biofilms already form on the implant surface.Many antimicrobial agents,including antibiotics,metallic nanoparticles and antimicrobial peptides,have been extensively used to deal with Ti implant infections.However,these chemical approaches suffer from potential toxicity,antibiotic resistance and poor long-term antibacterial performance.Hence,physical antibacterial surfaces on Ti-based implants have attracted increasing attention.The antibacterial behavior of different surfaces on Ti-based biomaterials against various bacteria only by physical properties of the implants themselves(e.g.,nanotopography)or exogenous physical stimulus(e.g.,photocatalysis)was reviewed,as well as parameters influencing the physical antibacterial processes,such as size,shape and density of the surface nanotextures,and bacterial growth phases.Besides,mechanisms of different fabrication techniques for the physical antibacterial surfaces on Ti-based biomaterials were also summarized.展开更多
Chemical modification of native peptides and proteins is a versatile strategy to facilitate late-stage diversification for functional studies.Among the proteogenic amino acids,lysine is extensively involved in posttra...Chemical modification of native peptides and proteins is a versatile strategy to facilitate late-stage diversification for functional studies.Among the proteogenic amino acids,lysine is extensively involved in posttranslational modifications and the binding of ligands to target proteins,making its selective modification attractive.However,lysine’s high natural abundance and solvent accessibility,as well as its relatively low reactivity to cysteine,necessitate addressing chemoselectivity and regioselectivity for the Lys modification of native proteins.Although Lys chemoselective modification methods have been well developed,achieving site-selective modification of a specific Lys residue remains a great challenge.In this review,we discussed the challenges of Lys selective modification,presented recent examples of Lys chemoselective modification,and summarized the currently known methods and strategies for Lys site-selective modification.We also included an outlook on potential solutions for Lys site-selective labeling and its potential applications in chemical biology and drug development.展开更多
The NASICON-structured Na_(2)VTi(PO_(4))_(3)(NVTPO)has attracted significant attention due to its exceptional structural stability and rapid Na~+mobility.However,the development of this material has been hindered by p...The NASICON-structured Na_(2)VTi(PO_(4))_(3)(NVTPO)has attracted significant attention due to its exceptional structural stability and rapid Na~+mobility.However,the development of this material has been hindered by poor electronic conductivity and inadequate low-temperature performance.Herein,a feasible strategy of lattice regulation integrated with surface modification for NVTPO by nitrogen(N)deep doping is proposed.Systematic characterizations and theoretical calculations confirm that N is doped into both the inner crystal structure of NVTPO and the outer carbon layer.The blueshift of the P—O bonds and charge redistribution induced by the V/Ti—N bonds strengthen the local environment and narrow the bandgap,thereby enabling reversible structural evolution and improving electronic conductivity.As expected,the optimized NVTPO/N@CN material achieves an ultra-high capacity of 188.48 mA h g^(-1)at 10 mA g^(-1)and a long-term lifespan of 2000 cycles at 1 A g^(-1).More importantly,it exhibits competitive low-temperature performance(92.15%retention after 1000 cycles at 300 mA g^(-1)and-15℃)due to reduced charge transfer impedance and activation energy.This deep doping strategy modification is expected to broaden the applications of NASICON-type cathodes.展开更多
Fibrillization endows food proteins with anisotropic nanostructures,significantly enhancing their functional properties.The resultant food protein fibrils(FPFs)have garnered attention for their diverse applications ac...Fibrillization endows food proteins with anisotropic nanostructures,significantly enhancing their functional properties.The resultant food protein fibrils(FPFs)have garnered attention for their diverse applications across the food industry.However,the full potential of FPFs is hindered by inherent challenges,particularly their limited stability.This review critically examines the formation of FPFs in food processing,the new protein sources,and on the modification strategies of FPFs,thereby unlocking new avenues for FPF utilization in food processing.In particular,the strategies during and after fibrillization are highlighted.The first strategy is to modify the structure and function of protein fibrils by influencing fibrillization,such as through pretreatment,incubation conditions,nuclei induction,and ingredient interactions.The second strategy is to modify the mature FPFs by regulating their properties and interactions with other components.The review also discusses the potential applications and challenges of FPFs in food systems,such as food preservation,functional food design,and novel delivery carriers.展开更多
An imbalanced dataset often challenges machine learning, particularly classification methods. Underrepresented minority classes can result in biased and inaccurate models. The Synthetic Minority Over-Sampling Techniqu...An imbalanced dataset often challenges machine learning, particularly classification methods. Underrepresented minority classes can result in biased and inaccurate models. The Synthetic Minority Over-Sampling Technique (SMOTE) was developed to address the problem of imbalanced data. Over time, several weaknesses of the SMOTE method have been identified in generating synthetic minority class data, such as overlapping, noise, and small disjuncts. However, these studies generally focus on only one of SMOTE’s weaknesses: noise or overlapping. Therefore, this study addresses both issues simultaneously by tackling noise and overlapping in SMOTE-generated data. This study proposes a combined approach of filtering, clustering, and distance modification to reduce noise and overlapping produced by SMOTE. Filtering removes minority class data (noise) located in majority class regions, with the k-nn method applied for filtering. The use of Noise Reduction (NR), which removes data that is considered noise before applying SMOTE, has a positive impact in overcoming data imbalance. Clustering establishes decision boundaries by partitioning data into clusters, allowing SMOTE with modified distance metrics to generate minority class data within each cluster. This SMOTE clustering and distance modification approach aims to minimize overlap in synthetic minority data that could introduce noise. The proposed method is called “NR-Clustering SMOTE,” which has several stages in balancing data: (1) filtering by removing minority classes close to majority classes (data noise) using the k-nn method;(2) clustering data using K-means aims to establish decision boundaries by partitioning data into several clusters;(3) applying SMOTE oversampling with Manhattan distance within each cluster. Test results indicate that the proposed NR-Clustering SMOTE method achieves the best performance across all evaluation metrics for classification methods such as Random Forest, SVM, and Naїve Bayes, compared to the original data and traditional SMOTE. The proposed method (NR-Clustering SMOTE) improves accuracy by 15.34% on the Pima dataset and 20.96% on the Haberman dataset compared to SMOTE-LOF. Compared to Radius-SMOTE, this method increases accuracy by 3.16% on the Pima dataset and 13.24% on the Haberman dataset. Meanwhile, compared to RN-SMOTE, the accuracy improvement reaches 15.56% on the Pima dataset and 19.84% on the Haberman dataset. This research result implies that the proposed method experiences consistent performance improvement compared to traditional SMOTE and its latest variants, such as SMOTE-LOF, Radius-SMOTE, and RN-SMOTE, in solving imbalanced health data with class binaries.展开更多
Paraphenylenediamine(PPDA)-grafted maleic anhydride(MAH)-modified graphene oxide(PGO)was synthesized through a dual modification process.Initially,MAH was employed to modify graphene oxide(GO)to enhance its reactive s...Paraphenylenediamine(PPDA)-grafted maleic anhydride(MAH)-modified graphene oxide(PGO)was synthesized through a dual modification process.Initially,MAH was employed to modify graphene oxide(GO)to enhance its reactive sites.Subsequently,PPDA was utilized for further modification of MAH-modified GO(MGO).Through a comprehensive analysis,the successful grafting of MAH and PPDA onto GO was confirmed.It was concurrently established that the optimal ratio of PPDA to MGO is 1:1.This approach yielded PGO characterized by outstanding dispersibility and barrier properties in epoxy resin(EP)coaings for Q235 steel.The corrosion resistance of EP coatings containing varying amounts of PGO was assessed using electrochemical workstation and salt spray testing.After immersing in a 3.5 wt.%NaCl solution for 300 h,the composite coating containing 0.1 wt.%PGO exhibited superior performance in terms of low-frequency impedance modulus,measuring at 1.1×10^(8)Ωcm^(2).The lowest corrosion current density was 2.32×10^(–10)A cm^(−2),and the self-corrosion voltage was−0.301 V.Additionally,polarization testing indicated that this coating also displayed the lowest corrosion rate,specifically 1.383×10^(–7)mm/a.展开更多
Magnesium-based solid-state hydrogen storage materials(Mg-HSMs)exhibit significant potential for the global energy transition due to their large hydrogen capacity and energy density.However,their high operating temper...Magnesium-based solid-state hydrogen storage materials(Mg-HSMs)exhibit significant potential for the global energy transition due to their large hydrogen capacity and energy density.However,their high operating temperatures,low operating efficiencies,and short service life have severely hindered largescale applications.To address the above challenges,diverse modification strategies have been proposed.Catalytic modification,achieved by introducing catalysts to enable compositional compounding and structural refinement,enhances surface active site density and bulk hydrogen diffusion pathways,reduces hydrogen dissociation energy barriers,weakens Mg–H bonds,and significantly improves kinetic properties.This approach is considered one of the most effective strategies.However,as research advances,the structures,forms,and catalytic mechanisms of catalysts have become increasingly diverse.Despite progress,challenges such as fragmented research outcomes,inconsistent performance metrics,and an incomplete understanding of structure-property relationships remain unresolved.Therefore,this work systematically summarizes recent advances in catalytic modification strategies for Mg-HSMs,emphasizing the role of catalysts in enhancing reaction kinetics and structural stability,the diversity of catalyst types,forms,and the underlying mechanisms governing catalytic efficacy.Based on critical analysis,this work identifies the current key technical bottlenecks and proposes that the design of next-generation catalysts and the future development of Mg-HSMs should be guided by the principles of‘multiphase heterogeneous interfacial composites'and‘synergistic development',aiming to provide theoretical guidance for the optimization and advancement of their performance.展开更多
基金supported by the National Natural Science Foundation of China(Nos.82573045,82460602,82560459)the Hainan Provincial Graduate Student Innovative Research Project(No.Qhys2024-440).
文摘Post-translational modifications(PTMs)regulate the occurrence and development of cancer,and lactylation modification is a new form of PTMs.Recent studies have found that lactic acid modification can regulate the immune tolerance of cancer cells.The classical theory holds that prostate apoptosis response-4(PAR-4)is a tumor suppressor protein.However,our recent research has found that PAR-4 has a biological function of promoting cancer in hepatocellular carcinoma(HCC),and our analysis shows that PAR-4 can be modified of lactic acid.These research evidences suggest that PAR-4 lactylation modification may drive immune tolerance in HCC.Therefore,inhibiting PAR-4 lactylation modification is very likely to increase the sensitivity of HCC to immunotherapy.
基金financial support by the National Key Research and Development Program of China(No.2023YFC2907801)the Hunan Provincial Natural Science Foundation of China(No.2023JJ40760)the Scientific and Technological Project of Yunnan Precious Metals Laboratory,China(No.YPML-2023050276)。
文摘Bentonite is a necessary binder in producing pellets.Its excessive use reduces the iron grade of pellets and increases production costs.Minimizing bentonite dosage is essential for producing high-quality iron ore pellets.Addressing the gap in the application of organically-intercalated modified bentonite in the pelletizing field,this study introduces an innovative modification process for bentonite that employs the synergistic effect of mechanical force and dimethyl sulfoxide to enhance the intercalation of organic compounds within bentonite,thus significantly enhancing its binding performance.The colloid value and swell capacity of modified bentonite(98.5 m L/3g and 55.0 m L/g)were much higher than the original bentonite(90.5 m L/3g and 17.5 m L/g).With the decrease of bentonite dosage from1.5wt%to 1.0wt%,the drop number of green pellets from a height of 0.5 m and the compressive strengths of roasted pellets using the modified bentonite(6.0 times and 2916 N per pellet)were significantly higher than those of the original bentonite(4.0 times and 2739 N per pellet).This study provides a comprehensive analysis of the intercalation modification mechanism of bentonite,offering crucial technical insights for the development of high-performance modified bentonite as iron ore pellet binders.
基金financially sponsored by the National Natural Science Foundation of China(No.52204414)the National Energy-Saving and Low-Carbon Materials Production and Application Demonstration Platform Program,China(No.TC220H06N)+1 种基金the National Key R&D Program of China(No.2021YFC1910504)the Fundamental Research Funds for the Central Universities,China(No.FRFTP-20-097A1Z)。
文摘MnO_(x)-CeO_(2)catalysts for the low-temperature selective catalytic reduction(SCR)of NO remain vulnerable to water and sulfur poisoning,limting their practical applications.Herein,we report a hydrophobic-modified MnO_(x)-CeO_(2)catalyst that achieves enhanced NO conversion rate and stability under harsh conditions.The catalyst was synthesized by decorating MnOx crystals with amorphous CeO_(2),followed by loading hydrophobic silica on the external surfaces.The hydrophobic silica allowed the adsorption of NH_(3)and NO and diffusion of H,suppressed the adsorption of H_(2)O,and prevented SO_(2)interaction with the Mn active sites,achieving selective molecular discrimination at the catalyst surface.At 120℃,under H_(2)O and SO_(2)exposure,the optimal hydrophobic catalyst maintains 82%NO conversion rate compared with 69%for the unmodified catalyst.The average adsorption energies of NH_(3),H_(2)O,and SO_(2)decreased by 0.05,0.43,and 0.52 eV,respectively.The NO reduction pathway follows the Eley-Rideal mechanism,NH_(3)^(*)+*→NH_(2)^(*)+H^(*)followed by NH_(2)^(*)+NO^(*)→N_(2)^(*)+H_(2)O^(*),with NH_(3)dehydrogenation being the rate determining step.Hydrophobic modification increased the activation energy for H atom transfer,leading to a minor decrease in the NO conversion rate at 120℃.This work demonstrates a viable strategy for developing robust NH_(3)-S CR catalysts capable of efficient operation in water-and sulfur-rich environments.
基金supported by grants from the Major Projects of Health Science Research Foundation for Middle-Aged and Young Scientist of Fujian Province,China,No.2022ZQNZD01010010the National Natural Science Foundation of China,No.82371390Fujian Province Scientific Foundation,No.2023J01725(all to XC).
文摘The neuroinflammatory response mediated by microglial activation plays an important role in the secondary nerve injury of traumatic brain injury.The post-transcriptional modification of N^(6)-methyladenosine is ubiquitous in the immune response of the central nervous system.The fat mass and obesity-related protein catalyzes the demethylation of N^(6)-methyladenosine modifications on mRNA and is widely expressed in various tissues,participating in the regulation of multiple diseases’biological processes.However,the role of fat mass and obesity in microglial activation and the subsequent neuroinflammatory response after traumatic brain injury is unclear.In this study,we found that the expression of fat mass and obesity was significantly down-regulated in both lipopolysaccharide-treated BV2 cells and a traumatic brain injury mouse model.After fat mass and obesity interference,BV2 cells exhibited a pro-inflammatory phenotype as shown by the increased proportion of CD11b^(+)/CD86^(+)cells and the secretion of pro-inflammatory cytokines.Fat mass and obesity-mediated N^(6)-methyladenosine demethylation accelerated the degradation of ADAM17 mRNA,while silencing of fat mass and obesity enhanced the stability of ADAM17 mRNA.Therefore,down-regulation of fat mass and obesity expression leads to the abnormally high expression of ADAM17 in microglia.These results indicate that the activation of microglia and neuroinflammatory response regulated by fat mass and obesity-related N^(6)-methyladenosine modification plays an important role in the pro-inflammatory process of secondary injury following traumatic brain injury.
基金supported by Applied Basic Research Joint Fund Project of Yunnan Province,No.202301AY070001-200Middle-aged Academic and Technical Training Project for High-Level Talents,No.202105AC160065+1 种基金Yunnan Clinical Medical Center for Neurological and Cardiovascular Diseases,No.YWLCYXZX2023300077Key Clinical Specialty of Neurology in Yunnan Province,No.300064(all to CL)。
文摘Research into lactylation modifications across various target organs in both health and disease has gained significant attention.Many essential life processes and the onset of diseases are not only related to protein abundance but are also primarily regulated by various post-translational protein modifications.Lactate,once considered merely a byproduct of anaerobic metabolism,has emerged as a crucial energy substrate and signaling molecule involved in both physiological and pathological processes within the nervous system.Furthermore,recent studies have emphasized the significant role of lactate in numerous neurological diseases,including Alzheimer's disease,Parkinson's disease,acute cerebral ischemic stroke,multiple sclerosis,Huntington's disease,and myasthenia gravis.The purpose of this review is to synthesize the current research on lactate and lactylation modifications in neurological diseases,aiming to clarify their mechanisms of action and identify potential therapeutic targets.As such,this work provides an overview of the metabolic regulatory roles of lactate in various disorders,emphasizing its involvement in the regulation of brain function.Additionally,the specific mechanisms of brain lactate metabolism are discussed,suggesting the unique roles of lactate in modulating brain function.As a critical aspect of lactate function,lactylation modifications,including both histone and non-histone lactylation,are explored,with an emphasis on recent advancements in identifying the key regulatory enzymes of such modifications,such as lactylation writers and erasers.The effects and specific mechanisms of abnormal lactate metabolism in diverse neurological diseases are summarized,revealing that lactate acts as a signaling molecule in the regulation of brain functions and that abnormal lactate metabolism is implicated in the progression of various neurological disorders.Future research should focus on further elucidating the molecular mechanisms underlying lactate and lactylation modifications and exploring their potential as therapeutic targets for neurological diseases.
基金supported by the National Natural Science Foundation of China,No.22103055(to JG)the Natural Science Foundation of Hebei Province,No.F2024110001(to HC)Open Project of Tianjin Key Laboratory of Optoelectronic Detection Technology and System,Nos.2024LODTS215(to NL),2024LODTS216(to XS).
文摘In recent years,exosomes have garnered extensive attention as therapeutic agents and early diagnostic markers in neurodegenerative disease research.Exosomes are small and can effectively cross the blood-brain barrier,allowing them to target deep brain lesions.Recent studies have demonstrated that exosomes derived from different cell types may exert therapeutic effects by regulating the expression of various inflammatory cytokines,mRNAs,and disease-related proteins,thereby halting the progression of neurodegenerative diseases and exhibiting beneficial effects.However,exosomes are composed of lipid bilayer membranes and lack the ability to recognize specific target cells.This limitation can lead to side effects and toxicity when they interact with non-specific cells.Growing evidence suggests that surface-modified exosomes have enhanced targeting capabilities and can be used as targeted drug-delivery vehicles that show promising results in the treatment of neurodegenerative diseases.In this review,we provide an up-to-date overview of existing research aimed at devising approaches to modify exosomes and elucidating their therapeutic potential in neurodegenerative diseases.Our findings indicate that exosomes can efficiently cross the blood-brain barrier to facilitate drug delivery and can also serve as early diagnostic markers for neurodegenerative diseases.We introduce the strategies being used to enhance exosome targeting,including genetic engineering,chemical modifications(both covalent,such as click chemistry and metabolic engineering,and non-covalent,such as polyvalent electrostatic and hydrophobic interactions,ligand-receptor binding,aptamer-based modifications,and the incorporation of CP05-anchored peptides),and nanomaterial modifications.Research into these strategies has confirmed that exosomes have significant therapeutic potential for neurodegenerative diseases.However,several challenges remain in the clinical application of exosomes.Improvements are needed in preparation,characterization,and optimization methods,as well as in reducing the adverse reactions associated with their use.Additionally,the range of applications and the safety of exosomes require further research and evaluation.
基金supported by the National Natural Science Foundation of China(Nos.52372093 and 52102145)the Key R&D Program of Shaanxi Province(Nos.2023GXLH-045 and 2022SF-168)+4 种基金the Xi’an Programs for Science and Technology Plan(Nos.2020KJRC0090 and 21XJZZ0045)the Opening Project of Shanxi Key Laboratory of Advanced Manufacturing Technology(No.XJZZ202001)the Xi’an Municipal Bureau of Science and Technology(No.21XJZZ0054)the Open Foundation of Key Laboratory of Auxiliary Chemistry and Technology for Chemical Industry,Ministry of Education,Shaanxi University of Science and Technology(No.KFKT2021-01)the Shaanxi Collaborative Innovation Center of Industrial Auxiliary Chemistry and Technology,Shaanxi University of Science and Technology(No.KFKT2021-01).
文摘Melamine sponge is a major concern for oil-water separation due to its lightweight,high porosity(>99%),cost-effectiveness,impressive mechanical properties,and chemical/thermal stability.However,its amphiphilic nature hinders selective oil absorption in water.Recent strategies to enhance hydrophobicity are reviewed,including synthetic methods and materials,with comprehensive explanations of the mechanisms driven by surface energy and roughness.Key performance indicators for MS in oil-water separation,including adsorption capacity,wettability,stability,emulsion separation,reversible wettability switching,flame retardancy,mechanical properties,and recyclability,are thoroughly discussed.In conclusion,this review provides insights into the future potential and direction of functional melamine sponges in oil-water separation.
基金supported by grants from the National Key R&D Program of China(2022YFC2403000 and 2021YFC2400500)the National Natural Science Foundation of China(32200728 and 32170925)+3 种基金the Clinical Research Project of Shenzhen Medical Academy of Research and Translation(C2301008)Shenzhen Science and Technology Program(JCYJ20220531100406014,JCYJ2022081800807016,RCBS20221008093336088,KQTD20210811090115019)Guangdong Basic and Applied Basic Research Foundation(2021A1515110375)the Innovative Research Team of High-level Local Universities in Shanghai(SHSMU-ZDCX20210601).
文摘Regulatory T(Treg)cells are pivotal for maintaining immune homeostasis and play essential roles in various diseases,such as autoimmune diseases,graft-versus-host disease(GVHD),tumors,and infectious diseases.Treg cells exert suppressive function via distinct mechanisms,including inhibitory cytokines,granzyme or perforin-mediated cytolysis,metabolic disruption,and suppression of dendritic cells.Forkhead Box P3(FOXP3),the characteristic transcription factor,is essential for Treg cell function and plasticity.Cumulative evidence has demonstrated that FOXP3 activity and Treg cell function are modulated by a variety of post-translational modifications(PTMs),including ubiquitination,acetylation,phosphorylation,methylation,glycosylation,poly(ADP-ribosyl)ation,and uncharacterized modifications.This review describes Treg cell suppressive mechanisms and summarizes the current evidence on PTM regulation of FOXP3 and Treg cell function.Understanding the regulatory role of PTMs in Treg cell plasticity and function will be helpful in designing therapeutic strategies for autoimmune diseases,GVHD,tumors,and infectious diseases.
基金supported by the 90th Anniversary of Chulalong-korn University Scholarship(Ratchadaphiseksomphot Endowment Fund)。
文摘Objective:This study aimed to determine the effect of a culture-specificbehavior modificationprogram on glycated hemoglobin(HbA1c)and blood pressure among adults with diabetes and hypertension.Methods:This study was a single-blind randomized controlled trial design.From January to May 2024,a total of 60 patients with uncontrolled type 2 diabetes and hypertension from the primary care unit of a hospital in northeastern(Isan)Thailand were recruited.The intervention group received the usual care supplemented by a culture-specificbehavior modificationprogramm implemented through interactive classes and online web application consisting of information,motivation,and behavioral skills(diet,exercise,and medication use),the control group received the usual care.HbA1c and blood pressure measurements were collected at both baseline and at 12 weeks.Results:A total of 51 patients completed the study,the intervention group(n=26)and control group(n=25),respectively.After 12 weeks,23.1%of patients in the intervention group could maintain their HbA1c<7.0%;those with poorly controlled HbA1c decreased from 7.7%at baseline to 3.8%at 12 weeks.After 12 weeks,69.2%of intervention group participants could maintain systolic blood pressure<130 mmHg and 53.8%could keep diastolic blood pressure<80 mmHg.Analysis revealed that HbA1c,systolic and diastolic blood pressure levels in the intervention group were lower than the control group after the intervention(P<0.05).There was a statistically significantdifference a linear combination of HbA1c and blood pressure(systolic and diastolic BP levels)between time and group(P<0.05).Conclusion:These results suggest that healthcare providers can incorporate elements of this program to manage blood glucose and blood pressure effectively.Future studies should consider a longitudinal design with a larger sample size and include outcomes of lipid levels to confirmlong-term motivation.
基金funded by National Natural Science Foundation of China(No.12172092,82174488,and 82305416)Shanghai Key Laboratory of Acupuncture Mechanism and Acupoint Function(No.21DZ2271800)+1 种基金Shanghai Municipal Science and Technology Commission(No.23YF1418300)Scientific Research Project on Traditional Chinese Medicine of Shanghai Municipal Health Commission—Youth Guidance Category(No.2022QN018).
文摘Objective The analgesic effect of acupuncture has been widely accepted.Nevertheless,the mechanism behind its analgesic effect remains elusive,thus impeding the progress of research geared toward enhancing the analgesic effect of acupuncture.This paper investigated the role of acupuncture needle surface textures on acupuncture’s analgesic effect by creating four experimental acupuncture needles with different patterns of surface augmentation.Methods Four types of acupuncture needles with different surface textures(the lined needle,circle needle,sandpaper needle,and threaded needle)were designed.Additionally,the force/torque measurement system used a robot arm and mechanical sensor to measure the force on the needle during insertion and manipulation.To perform acupuncture analgesia experiments,four experimental acupuncture needles and a normal needle were inserted into the Zusanli(ST36)acupoint of rats with inflammatory pain.By comparing the force and torque and the analgesic efficacy of the different acupuncture needles,these experiments tested the role of acupuncture needle body texture on acupuncture analgesia.Results The analgesic effects of different acupuncture needle body textures varied.Specifically,the force required to penetrate the skin with the lined needle was not greater than that for the normal needle;however,the needle with inscribed circles and the sandpaper-roughened needle both required greater force for insertion.Additionally,the torque of the lined needle reached 2×10^(-4)N·m under twisting manipulation,which was four times greater the torque of a normal needle(5×10^(-5)N·m).Furthermore,the lined needle improved pain threshold and mast cell degranulation rate compared to the normal needle.Conclusion Optimizing the texture of acupuncture needles can enhance acupuncture analgesia.The texture of our experimental acupuncture needles had a significant impact on the force needed to penetrate the skin and the torque needed to manipulate the needle;it was also linked to variable analgesic effects.This study provides a theoretical basis for enhancing the analgesic efficacy of acupuncture through the modification of needles and promoting the development of acupuncture therapy.
基金supported by the National Natural Science Foundation of China(no.52374301)the Open Project of Guangxi Key Laboratory of Electrochemical Energy Materials(no.GXUEEM2024001)+2 种基金the Hebei Provincial Natural Science Foundation(no.E2024501010)the Shijiazhuang Basic Research Project(no.241790667A)the Performance subsidy fund for Key Laboratory of Dielectric and Electrolyte Functional Material Hebei Province(no.22567627H)。
文摘Sodium-ion batteries(SIBs)have the advantages of environmental friendliness,cost-effectiveness,and high energy density,which are considered one of the most promising candidates for lithium-ion batteries(LIBs).The cathode materials influence the cost and energy output of SIBs.Therefore,the development of advanced cathode materials is crucial for the practical application of SIBs.Among various cathode materials,layered transition metal oxides(LTMOs)have received widespread attention owing to their straightforward preparation,abundant availability,and cost-competitiveness.Notably,layered Fe-based oxide cathodes are deemed to be one of the most promising candidates for the lowest price and easy-to-improve performance.Nevertheless,the challenges such as severe phase transitions,sluggish diffusion kinetics and interfacial degradation pose significant hurdles in achieving high-performance cathodes for SIBs.This review first briefly outlines the classification of layered structures and the working principle of layered oxides.Then,recent advances in modification strategies employed to address current issues with layered iron-based oxide cathodes are systematically reviewed,including ion doping,biphasic engineering and surface modification.Furthermore,the review not only outlines the prospects and development directions for layered Fe-based oxide cathodes but also provides novel insights and directions for future research endeavors for SIBs.
基金supported by the National Natural Science Foundation of China(32072693)Fundamental Research Funds for the Central Universities(KYLH2025010)Postgraduate Research&Practice Innovation Program of Jiangsu Province(KYCX24-0994)。
文摘NORHA,a long non-coding RNA(lncRNA),serves as a key inducer of follicular atresia in sows by triggering granulosa cells(GCs)apoptosis.However,its regulation by N6-methyladenosine(m6A)-the most abundant RNA modification-remains unresolved.This study identified NORHA as a functional target of the m6A reader HNRNPA2B1 in sow GCs(sGCs).Transcriptome-wide mapping of RNA modification sites revealed extensive m6A enrichment on NORHA,with HNRNPA2B1 binding directly to the transcript and enhancing its stability via modification of multiple m6A sites,including A261,A441,and A919.HNRNPA2B1 suppressed 17β-estradiol(E2)biosynthesis and promoted sGC apoptosis by activating the NORHA-FoxO1 axis.FoxO1 subsequently repressed expression of cytochrome P450 family 19 subfamily A member 1(CYP19A1),which encodes the enzyme essential for E2 biosynthesis.Additionally,HNRNPA2B1 functioned as a critical mediator of METTL3-dependent m6A modification,modulating NORHA expression and activity in sGCs.This study highlights an important m6Adependent regulatory mechanism governing NORHA expression in sGCs.
基金supported by the Natural Science Basic Research Plan in the Shaanxi Province of China(No.2023-JC-ZD-25)Shaanxi Province(Qin ChuangYuan)“Scientist+Engineer”Team Building(No.2022KXJ-040)+1 种基金Shaanxi Provincial Department of Education Key Scientific Research Project(No.22JY024)Science and Technology Guidance Project Plan of China National Textile and Apparel Council(No.2022038,2023018).
文摘With the acceleration of advanced industrialization and urbanization,the environment is deteriorating rapidly,and non-renewable energy resources are depleted.The gradual advent of potential clean energy storage technologies is particularly urgent.Electrochemical energy storage technologies have been widely used in multiple fields,especially supercapacitors and rechargeable batteries,as vital elements of storing renewable energy.In recent years,two-dimensional material MXene has shown great potential in energy and multiple application fields thanks to its excellent electrical properties,large specific surface area,and tunability.Based on the layered materials of MXene,researchers have successfully achieved the dual functions of energy storage and conversion by adjusting the surface terminals at the Fermi level.It is worth noting that compared with other two-dimensional materials,MXene has more active sites on the basal plane,showing excellent catalytic performance.In contrast,other two-dimensional materials have catalytic activity only at the edge sites.This article comprehensively overviews the synthesis process,structural characteristics,modification methods for MXene-based polymer materials,and their applications in electrochemical energy storage.It also briefly discusses the potential of MXene-polymer materials in electromagnetic shielding technology and sensors and looks forward to future research directions.
基金National Natural Science Foundation of China(52171114)。
文摘Infections associated with titanium(Ti)-based implants present significant challenges in clinical treatments,especially when biofilms already form on the implant surface.Many antimicrobial agents,including antibiotics,metallic nanoparticles and antimicrobial peptides,have been extensively used to deal with Ti implant infections.However,these chemical approaches suffer from potential toxicity,antibiotic resistance and poor long-term antibacterial performance.Hence,physical antibacterial surfaces on Ti-based implants have attracted increasing attention.The antibacterial behavior of different surfaces on Ti-based biomaterials against various bacteria only by physical properties of the implants themselves(e.g.,nanotopography)or exogenous physical stimulus(e.g.,photocatalysis)was reviewed,as well as parameters influencing the physical antibacterial processes,such as size,shape and density of the surface nanotextures,and bacterial growth phases.Besides,mechanisms of different fabrication techniques for the physical antibacterial surfaces on Ti-based biomaterials were also summarized.
基金the National Natural Science Foundation of China(Nos.82373722,22077144)Hunan Provincial Natural Science Foundation of China(No.2023JJ30527)+2 种基金Guangdong Basic and Applied Basic Research Foundation(No.2023B1515040006)Guangdong Provincial Key Laboratory of Construction Foundation(No.2023B1212060022)Key Research and Development Program of Guangdong Province(No.2020B1111110003).
文摘Chemical modification of native peptides and proteins is a versatile strategy to facilitate late-stage diversification for functional studies.Among the proteogenic amino acids,lysine is extensively involved in posttranslational modifications and the binding of ligands to target proteins,making its selective modification attractive.However,lysine’s high natural abundance and solvent accessibility,as well as its relatively low reactivity to cysteine,necessitate addressing chemoselectivity and regioselectivity for the Lys modification of native proteins.Although Lys chemoselective modification methods have been well developed,achieving site-selective modification of a specific Lys residue remains a great challenge.In this review,we discussed the challenges of Lys selective modification,presented recent examples of Lys chemoselective modification,and summarized the currently known methods and strategies for Lys site-selective modification.We also included an outlook on potential solutions for Lys site-selective labeling and its potential applications in chemical biology and drug development.
基金supported by the National Natural Science Foundation of China(22272205 and 22178094)the Hunan Provincial Nature Science Foundation of China(2022JJ30685,2023JJ20059 and 2024JJ5292)+2 种基金the Hunan Provincial Science and Technology Plan Projects of China(2022RC3050 and 2017TP1001)the financial support from the Aid Program for Science and Technology Innovative Research Team in Higher Educational Institutions of Hunan Provincesupport from the Young Elite Scientists Sponsorship Program by CAST(YESS20220432)。
文摘The NASICON-structured Na_(2)VTi(PO_(4))_(3)(NVTPO)has attracted significant attention due to its exceptional structural stability and rapid Na~+mobility.However,the development of this material has been hindered by poor electronic conductivity and inadequate low-temperature performance.Herein,a feasible strategy of lattice regulation integrated with surface modification for NVTPO by nitrogen(N)deep doping is proposed.Systematic characterizations and theoretical calculations confirm that N is doped into both the inner crystal structure of NVTPO and the outer carbon layer.The blueshift of the P—O bonds and charge redistribution induced by the V/Ti—N bonds strengthen the local environment and narrow the bandgap,thereby enabling reversible structural evolution and improving electronic conductivity.As expected,the optimized NVTPO/N@CN material achieves an ultra-high capacity of 188.48 mA h g^(-1)at 10 mA g^(-1)and a long-term lifespan of 2000 cycles at 1 A g^(-1).More importantly,it exhibits competitive low-temperature performance(92.15%retention after 1000 cycles at 300 mA g^(-1)and-15℃)due to reduced charge transfer impedance and activation energy.This deep doping strategy modification is expected to broaden the applications of NASICON-type cathodes.
基金supported by the Natural Science Foundation of Jiangxi Province(20232BAB205075,20224ACB205014).
文摘Fibrillization endows food proteins with anisotropic nanostructures,significantly enhancing their functional properties.The resultant food protein fibrils(FPFs)have garnered attention for their diverse applications across the food industry.However,the full potential of FPFs is hindered by inherent challenges,particularly their limited stability.This review critically examines the formation of FPFs in food processing,the new protein sources,and on the modification strategies of FPFs,thereby unlocking new avenues for FPF utilization in food processing.In particular,the strategies during and after fibrillization are highlighted.The first strategy is to modify the structure and function of protein fibrils by influencing fibrillization,such as through pretreatment,incubation conditions,nuclei induction,and ingredient interactions.The second strategy is to modify the mature FPFs by regulating their properties and interactions with other components.The review also discusses the potential applications and challenges of FPFs in food systems,such as food preservation,functional food design,and novel delivery carriers.
基金funded by Universitas Negeri Malang,contract number 4.4.841/UN32.14.1/LT/2024.
文摘An imbalanced dataset often challenges machine learning, particularly classification methods. Underrepresented minority classes can result in biased and inaccurate models. The Synthetic Minority Over-Sampling Technique (SMOTE) was developed to address the problem of imbalanced data. Over time, several weaknesses of the SMOTE method have been identified in generating synthetic minority class data, such as overlapping, noise, and small disjuncts. However, these studies generally focus on only one of SMOTE’s weaknesses: noise or overlapping. Therefore, this study addresses both issues simultaneously by tackling noise and overlapping in SMOTE-generated data. This study proposes a combined approach of filtering, clustering, and distance modification to reduce noise and overlapping produced by SMOTE. Filtering removes minority class data (noise) located in majority class regions, with the k-nn method applied for filtering. The use of Noise Reduction (NR), which removes data that is considered noise before applying SMOTE, has a positive impact in overcoming data imbalance. Clustering establishes decision boundaries by partitioning data into clusters, allowing SMOTE with modified distance metrics to generate minority class data within each cluster. This SMOTE clustering and distance modification approach aims to minimize overlap in synthetic minority data that could introduce noise. The proposed method is called “NR-Clustering SMOTE,” which has several stages in balancing data: (1) filtering by removing minority classes close to majority classes (data noise) using the k-nn method;(2) clustering data using K-means aims to establish decision boundaries by partitioning data into several clusters;(3) applying SMOTE oversampling with Manhattan distance within each cluster. Test results indicate that the proposed NR-Clustering SMOTE method achieves the best performance across all evaluation metrics for classification methods such as Random Forest, SVM, and Naїve Bayes, compared to the original data and traditional SMOTE. The proposed method (NR-Clustering SMOTE) improves accuracy by 15.34% on the Pima dataset and 20.96% on the Haberman dataset compared to SMOTE-LOF. Compared to Radius-SMOTE, this method increases accuracy by 3.16% on the Pima dataset and 13.24% on the Haberman dataset. Meanwhile, compared to RN-SMOTE, the accuracy improvement reaches 15.56% on the Pima dataset and 19.84% on the Haberman dataset. This research result implies that the proposed method experiences consistent performance improvement compared to traditional SMOTE and its latest variants, such as SMOTE-LOF, Radius-SMOTE, and RN-SMOTE, in solving imbalanced health data with class binaries.
基金supports for this work are the Inner Mongolia Major Science and Technology Project(No.2020ZD0024)Natural Science Foundation of Inner Mongolia(No.2024LHMS05046)+5 种基金Local Science and Technology Development Project of the Central Government(Nos.2021ZY0006 and 2022ZY0011)2023 Inner Mongolia Autonomous Region Doctoral Research Innovation Project(No.B20231023Z)Inner Mongolia Autonomous Region key Research and Technological Achievements Transformation Plan Project(No.2023YFHH0063)Autonomous Region higher education Carbon peak carbon neutral research project(No.STZX202206)Basic Scientific Research Expenses Program of Universities directly under Inner Mongolia Autonomous Region(No.JY20220043)Graphite and Graphene New Materials Discipline Team of Inner Mongolia University of Technology(No.PY202066).
文摘Paraphenylenediamine(PPDA)-grafted maleic anhydride(MAH)-modified graphene oxide(PGO)was synthesized through a dual modification process.Initially,MAH was employed to modify graphene oxide(GO)to enhance its reactive sites.Subsequently,PPDA was utilized for further modification of MAH-modified GO(MGO).Through a comprehensive analysis,the successful grafting of MAH and PPDA onto GO was confirmed.It was concurrently established that the optimal ratio of PPDA to MGO is 1:1.This approach yielded PGO characterized by outstanding dispersibility and barrier properties in epoxy resin(EP)coaings for Q235 steel.The corrosion resistance of EP coatings containing varying amounts of PGO was assessed using electrochemical workstation and salt spray testing.After immersing in a 3.5 wt.%NaCl solution for 300 h,the composite coating containing 0.1 wt.%PGO exhibited superior performance in terms of low-frequency impedance modulus,measuring at 1.1×10^(8)Ωcm^(2).The lowest corrosion current density was 2.32×10^(–10)A cm^(−2),and the self-corrosion voltage was−0.301 V.Additionally,polarization testing indicated that this coating also displayed the lowest corrosion rate,specifically 1.383×10^(–7)mm/a.
基金financially supported by the Key Research and Development Projects of Shaanxi Province(Grant Nos.2025CYYBXM-154 and 2024GX-YBXM-213)the Yulin Science and Technology Bureau(Grant Nos.2023-CXY-202 and 2024-CXY-154)+2 种基金the Scientific Research Program Funded by Shaanxi Provincial Education Department(Grant No.23JP008)the Natural Science Foundation of Qinghai Province for Distinguished Young Scholars(Grant No.2025-ZJ-966J)the Talent youth project of Chinese Academy of Sciences(Grant No.E410GC03)。
文摘Magnesium-based solid-state hydrogen storage materials(Mg-HSMs)exhibit significant potential for the global energy transition due to their large hydrogen capacity and energy density.However,their high operating temperatures,low operating efficiencies,and short service life have severely hindered largescale applications.To address the above challenges,diverse modification strategies have been proposed.Catalytic modification,achieved by introducing catalysts to enable compositional compounding and structural refinement,enhances surface active site density and bulk hydrogen diffusion pathways,reduces hydrogen dissociation energy barriers,weakens Mg–H bonds,and significantly improves kinetic properties.This approach is considered one of the most effective strategies.However,as research advances,the structures,forms,and catalytic mechanisms of catalysts have become increasingly diverse.Despite progress,challenges such as fragmented research outcomes,inconsistent performance metrics,and an incomplete understanding of structure-property relationships remain unresolved.Therefore,this work systematically summarizes recent advances in catalytic modification strategies for Mg-HSMs,emphasizing the role of catalysts in enhancing reaction kinetics and structural stability,the diversity of catalyst types,forms,and the underlying mechanisms governing catalytic efficacy.Based on critical analysis,this work identifies the current key technical bottlenecks and proposes that the design of next-generation catalysts and the future development of Mg-HSMs should be guided by the principles of‘multiphase heterogeneous interfacial composites'and‘synergistic development',aiming to provide theoretical guidance for the optimization and advancement of their performance.
