针对肺炎X光图像病灶区域特征难以被提取和现有模型轻量化程度不高的问题,提出一种特征融合的MV2-Transformer(FFMV2-Transformer)肺炎X光图像分类模型。首先,采用轻量型网络MobileNetV2(Mobile Network Version 2)作为主干网络,并在反...针对肺炎X光图像病灶区域特征难以被提取和现有模型轻量化程度不高的问题,提出一种特征融合的MV2-Transformer(FFMV2-Transformer)肺炎X光图像分类模型。首先,采用轻量型网络MobileNetV2(Mobile Network Version 2)作为主干网络,并在反向残差瓶颈块中嵌入坐标注意力(CA)机制,从而通过将位置信息嵌入通道信息提高模型对病灶区域特征的提取能力;其次,设计局部和全局特征融合模块(LGFFM)将卷积层提取的局部特征与Transformer捕获的全局特征相结合,从而使模型能同时捕捉病灶区域的细节信息和整体信息,并进一步提高模型的语义特征提取能力;最后,设计跨层特征融合模块(CFFM)将空间注意力机制增强的浅层特征的空间信息与通道注意力机制增强的深层特征的语义信息相结合,从而获得丰富的上下文信息。为了验证模型的有效性,在肺炎X光数据集上进行消融实验和对比实验,结果表明,FFMV2-Transformer模型与MobileViT(Mobile Vision Transformer)模型相比,准确率、精确率、召回率、F1值和AUC(Area Under ROC(Receiver Operating Characteristic)Curve)值分别提高了1.09、0.31、1.91、1.08和0.40个百分点。可见,FFMV2-Transformer模型能在实现模型轻量化的同时,有效提取肺炎X光图像病灶区域的特征。展开更多
A simplified CaO-V_(2)O_(5)-MnO_(2) system was established to qualitatively and quantitatively investigate the transformation behavior of vanadates.The results demonstrated dynamic transformations between calcium vana...A simplified CaO-V_(2)O_(5)-MnO_(2) system was established to qualitatively and quantitatively investigate the transformation behavior of vanadates.The results demonstrated dynamic transformations between calcium vanadate and manganese vanadate as n(CaO)/n(V_(2)O_(5))/n(MnO_(2))ratios and roasting temperatures varied.When MnO_(2) was incrementally added with n(CaO)/n(V_(2)O_(5))of 2,some Ca_(2)V_(2)O_(7) converted to Mn_(2)V_(2)O_(7).The mass of vanadium as calcium vanadate consistently exceeded that as manganese vanadate.Conversely,when CaO was gradually added with n(MnO_(2))/n(V_(2)O_(5))of 2,Mn_(2)V_(2)O_(7) tended to transform into Ca_(2)V_(2)O_(7) and Ca3V2O8.The affinity of vanadium for calcium was higher compared that of vanadium for manganese.The specific type of calcium vanadate formed depended on both n(CaO)/n(V_(2)O_(5))/n(MnO_(2))values and roasting temperatures,while manganese vanadate remained predominantly as Mn_(2)V_(2)O_(7).The influence of roasting temperature on the conversion between calcium vanadate and manganese vanadate was minimal.At n(CaO)/n(V_(2)O_(5))/n(MnO_(2))of 2/1/2 and temperatures ranging from 650 to 850°C,the mass ratio of vanadium present as calcium vanadate to manganese vanadate stabilized at approximately 2.展开更多
The Wadsley-Roth phase TiNb_(2)O_(7)(TNO)has been identified as a promising anode material with potential for high safety and fast-charging lithium-ion batteries(LIBs),arising from its competitive theoretical specific...The Wadsley-Roth phase TiNb_(2)O_(7)(TNO)has been identified as a promising anode material with potential for high safety and fast-charging lithium-ion batteries(LIBs),arising from its competitive theoretical specific capacity and secure operational potential.Despite the significant advancements in specific capacity,fast charging,and longevity at the coin cell level,a comprehensive understanding and realization of the fast-charging capability and corresponding cycling stability of the TNO under practical application conditions(such as a pouch cell with an anode capacity exceeding 2 mAh cm^(-2))continues to be elusive.In this study,we explore a simple,scalable solid-phase carbon source melt strategy to fabricate the kilogram-level micrometer-scale single-crystal TNO particles enveloped by an ultrathin carbon coating layer of<5 nm(TNO@C).The in-situ X-ray diffraction(XRD)measurement of the LiCoO_(2)‖TNO@C laminated pouch cell(anode mass loading of~10 mg cm^(-2))under fast charging/discharging conditions with the combination of material characterizations and electrochemical analysis reveals a fast,yet stable crystal structure evolution for the micrometer-scale single-crystal TNO@C with only 7.03%fluctuation in unit cell volume value,which is indicative of fast reaction kinetics.The Ah-level laminated LiCoO_(2)‖TNO@C pouch cell achieved 80.8%charge within 6 min(10 C)and retained 85.3%capacity after 1000 cycles at the charging current density of 6 C(10 min),far surpassing all the results in previous publications.The straightforward synthetic approach for the micrometer-scale single-crystal TNO@C,coupled with a clear understanding of reaction kinetics and rapid crystal structure evolution,paves the way for the practical application of the micrometer-scale single-crystal TNO@C anode material for fast charging LIBs.展开更多
In dynamic 5G network environments,user mobility and heterogeneous network topologies pose dual challenges to the effort of improving performance of mobile edge caching.Existing studies often overlook the dynamic natu...In dynamic 5G network environments,user mobility and heterogeneous network topologies pose dual challenges to the effort of improving performance of mobile edge caching.Existing studies often overlook the dynamic nature of user locations and the potential of device-to-device(D2D)cooperative caching,limiting the reduction of transmission latency.To address this issue,this paper proposes a joint optimization scheme for edge caching that integrates user mobility prediction with deep reinforcement learning.First,a Transformer-based geolocation prediction model is designed,leveraging multi-head attention mechanisms to capture correlations in historical user trajectories for accurate future location prediction.Then,within a three-tier heterogeneous network,we formulate a latency minimization problem under a D2D cooperative caching architecture and develop a mobility-aware Deep Q-Network(DQN)caching strategy.This strategy takes predicted location information as state input and dynamically adjusts the content distribution across small base stations(SBSs)andmobile users(MUs)to reduce end-to-end delay inmulti-hop content retrieval.Simulation results show that the proposed DQN-based method outperforms other baseline strategies across variousmetrics,achieving a 17.2%reduction in transmission delay compared to DQNmethods withoutmobility integration,thus validating the effectiveness of the joint optimization of location prediction and caching decisions.展开更多
Precipitation–strengthened high entropy alloys (HEAs) exhibit excellent strength–ductility combinations due to precipitation hindering dislocation gliding and work hardening ability of the matrix. However, the effec...Precipitation–strengthened high entropy alloys (HEAs) exhibit excellent strength–ductility combinations due to precipitation hindering dislocation gliding and work hardening ability of the matrix. However, the effect of compositions on the microstructure and related deformation mechanism of HEAs is still unclear. In this study, we developed two types of L1_(2)–strengthened Al_(5)Ti_(8)Fe_(x)(CoNi)_(86.9–x)B_(0.1) (x = 17, 28) HEAs to study the effect of Fe content on the deformation mechanism. Our results reveal that an increased Fe concentration substantially increases the strength and ductility of Al_(5)Ti_(8)Fe_(x)(CoNi)_(86.9–x)B_(0.1) HEAs at room temperature. For the Al_(5)Ti_(8)Fe17(CoNi)_(69.9)B_(0.1) HEA, the presence of a large amount of ordered L1_(2) phase leads to strain strengthening governed by dynamically refined slip bands. For the Al_(5)Ti_(8)Fe28(CoNi)58.9B_(0.1) HEA, the increasing Fe content raises the stacking fault energy of the matrix and reduces the stability of the FCC matrix, making it less stable than the BCC structure. Additionally, the reduced volume fraction of the ordered L1_(2) precipitated phase and the increased stack fault energy of the FCC matrix lead to an increase in the cross-slip frequency during deformation, which in turn promotes avalanche glide of dislocations on highly stressed crystallographic slip planes and the generation of microbands. The microbands and phase transformation inside the microbands promote the strain strengthening, resulting in enhanced strength and ductility. These findings clarify the effect of the Fe content on the deformation behaviours and provide new insight into the formation mechanism of microbands in precipitation-strengthened HEAs, which will open new avenues for the design of ultra-strong yet ductile alloys in the future.展开更多
Recently, during the investigations on planetary oceans, Hirota-Satsuma-Ito-type models have been developed. In this paper, for a(2+1)-dimensional generalized variable-coefficient Hirota-Satsuma-Ito system describing ...Recently, during the investigations on planetary oceans, Hirota-Satsuma-Ito-type models have been developed. In this paper, for a(2+1)-dimensional generalized variable-coefficient Hirota-Satsuma-Ito system describing the fluid dynamics of shallow-water waves in an open ocean, non-characteristic movable singular manifold and symbolic computation enable an oceanic auto-B?cklund transformation with three sets of the oceanic solitonic solutions. The results rely on the oceanic variable coefficients in that system. Future oceanic observations might detect some nonlinear features predicted in this paper, and relevant oceanographic insights might be expected.展开更多
Manganese ion(Mn^(2+))was generated from metallurgical,steel making and chemical industries.It could affect microbial activity and community structure after entering sewage treatment plant.The effect of Mn^(2+)on the ...Manganese ion(Mn^(2+))was generated from metallurgical,steel making and chemical industries.It could affect microbial activity and community structure after entering sewage treatment plant.The effect of Mn^(2+)on the pollutant removal,metal distribution patterns and composition of microbial communities were investigated in a an anaerobic/anoxic/oxic(A^(2)O)process.The results showed that when Mn^(2+)concentration was 5 mg/L,the efficiencies for the removal of chemical oxygen demand(COD),total nitrogen(TN)and total phosphorus(TP)attained remarkable levels of 96%,93%,and 99%,respectively.In the sludge,the distribution pattern of Mn^(2+)concentration was tightly bound extracellular polymeric substances(TB-EPS)>supernatant>loosely bound EPS(LB-EPS)>soluble microbial products(SMP).Mn^(2+)was found to enrich and accumulate in the microorganism cells.In addition,Mn^(2+)was mainly found in residual fractions and reducible fractions of pellet that manganese was present.The pellet was discovered to contain a substantial quantity of manganese,which was present in various oxidation states,including Mn^(4+),Mn^(3+)and Mn^(2+).The escalating levels of Mn^(2+)led to a reduction in the richness and diversity of microbial communities inhabiting various regions of the A^(2)O reactor.Nonetheless,the uniformity experienced only subtle alterations.Proteobacteria and Bacteroidetes emerged as the leading phyla within the microbial ecosystem,experiencing a steady rise in their respective proportions.The dominant bacterial groups,Azospira and Dechromonas,experienced an incremental increase in their relative prevalence,which played a constructive role in the process of pollutant removal.展开更多
Background:Breakpoint Cluster Region-Abelson(BCR::ABL1)fusion protein is essential in the pathogenesis of chronic myeloid leukemia(CML);however,the chronic-to-blast phase transformation remains elusive.We identified n...Background:Breakpoint Cluster Region-Abelson(BCR::ABL1)fusion protein is essential in the pathogenesis of chronic myeloid leukemia(CML);however,the chronic-to-blast phase transformation remains elusive.We identified novel kinesin light chain 2(KLC2)mutations in CML-myeloid blast phase patients.We aimed to examine the functional role of KLC2 mutations in leukemogenesis.Methods:To evaluate the biological role of KLC2 mutants(MT)in CML cells,we expressed KLC2-MT in different human CML cell lines harboring BCR::ABL1 and performed immunoblot,immunofluorescence,cell proliferation,differentiation,and apoptosis;Tyrosine kinase inhibitor(TKI)-drug activities;and clonogenic assays for in vitro functional analyses.We co-expressed KLC2-MT and BCR::ABL1 in mouse bone marrow cells(BMCs)to evaluate their clonogenic and self-renewal abilities ex vivo.Furthermore,we examined tumorigenic activity and drug efficacy in the K562 xenograft model.Results:KLC2-MT overexpression in BCR::ABL1-positive K562 and KU812 CML cells promoted cell proliferation and clonogenic potential,decreased imatinib sensitivity,and reduced apoptosis.Serial colony replating assays revealed that KLC2-MT and BCR::ABL1 co-expression enhanced the self-renewal ability of mouse BMCs with immature morphology.In the K562 xenograft model,KLC2-MT enhanced tumorigenic potential and diminished imatinib efficacy.Further studies reported that KLC2-MT augmented signal transducer and activator of transcription 3(STAT3)activation and nuclear accumulation in imatinib-treated CML cells.KLC2-WT and KLC2-MT interacted with mothers against decapentaplegic homolog 2(SMAD2);however,the latter impaired transforming growth factor-beta(TGF-β)–mediated SMAD2/3 activation while enhancing STAT3 phosphorylation.Conclusions:This study demonstrates the biological and functional importance of KLC2 mutation in CML cells,potentially enabling the development of better treatment strategies for CML patients carrying KLC2 mutations and providing enhanced understanding of the disease progression.展开更多
Peripheral nerve defect repair is a complex process that involves multiple cell types;perineurial cells play a pivotal role.Hair follicle neural crest stem cells promote perineurial cell proliferation and migration vi...Peripheral nerve defect repair is a complex process that involves multiple cell types;perineurial cells play a pivotal role.Hair follicle neural crest stem cells promote perineurial cell proliferation and migration via paracrine signaling;however,their clinical applications are limited by potential risks such as tumorigenesis and xenogeneic immune rejection,which are similar to the risks associated with other stem cell transplantations.The present study therefore focuses on small extracellular vesicles derived from hair follicle neural crest stem cells,which preserve the bioactive properties of the parent cells while avoiding the transplantation-associated risks.In vitro,small extracellular vesicles derived from hair follicle neural crest stem cells significantly enhanced the proliferation,migration,tube formation,and barrier function of perineurial cells,and subsequently upregulated the expression of tight junction proteins.Furthermore,in a rat model of sciatic nerve defects bridged with silicon tubes,treatment with small extracellular vesicles derived from hair follicle neural crest stem cells resulted in higher tight junction protein expression in perineurial cells,thus facilitating neural tissue regeneration.At 10 weeks post-surgery,rats treated with small extracellular vesicles derived from hair follicle neural crest stem cells exhibited improved nerve function recovery and reduced muscle atrophy.Transcriptomic and micro RNA analyses revealed that small extracellular vesicles derived from hair follicle neural crest stem cells deliver mi R-21-5p,which inhibits mothers against decapentaplegic homolog 7 expression,thereby activating the transforming growth factor-β/mothers against decapentaplegic homolog signaling pathway and upregulating hyaluronan synthase 2 expression,and further enhancing tight junction protein expression.Together,our findings indicate that small extracellular vesicles derived from hair follicle neural crest stem cells promote the proliferation,migration,and tight junction protein formation of perineurial cells.These results provide new insights into peripheral nerve regeneration from the perspective of perineurial cells,and present a novel approach for the clinical treatment of peripheral nerve defects.展开更多
In order to remove or reduce the negative effect of MgO in calcium aluminate slags, the method of adding Na2O into calcium aluminate slags was studied and its effect on leaching mechanism was also analyzed. The result...In order to remove or reduce the negative effect of MgO in calcium aluminate slags, the method of adding Na2O into calcium aluminate slags was studied and its effect on leaching mechanism was also analyzed. The results show that the alumina leaching efficiency of the calcium aluminate slag increases from 68.73% to 80.86% with Na2O content increasing from 0 to 4% when MgO content is 3%. The XRD results show that the quaternary compound C20A13M3S3 disappears when Na2O content increases to 4%. The addition of Na2O cannot remove the negative effect of MgO on leachability completely. XRD and EDS results indicate that Na2O can come into the lattice of 12CaO·7Al2O3 and promote the formation of 12CaO·7Al2O3展开更多
目的观察火针联合董氏奇穴针刺治疗肩袖损伤的临床疗效及对关节功能及血清前列腺素E_(2)(prostaglandin E_(2),PGE_(2))和转化生长因子-β1(transforming growth factor-β1,TGF-β1)的影响。方法将100例肩袖损伤患者随机分为对照组(50...目的观察火针联合董氏奇穴针刺治疗肩袖损伤的临床疗效及对关节功能及血清前列腺素E_(2)(prostaglandin E_(2),PGE_(2))和转化生长因子-β1(transforming growth factor-β1,TGF-β1)的影响。方法将100例肩袖损伤患者随机分为对照组(50例)和观察组(50例)。对照组予以电针联合董氏奇穴针刺治疗,观察组予以火针联合董氏奇穴针刺治疗。检测视觉模拟量表(visual analog scale,VAS)和美国加利福尼亚大学洛杉矶分校(University of California,Los Angeles,UCLA)肩关节评分、肩关节活动度(range of motion,ROM)及血清PGE_(2)和TGF-β1水平。结果观察组总有效率高于对照组(P<0.05)。治疗后及4周随访时,两组VAS评分及血清PGE_(2)和TGF-β1水平均低于治疗前(P<0.05),且观察组均低于对照组(P<0.05);两组UCLA肩关节评分和肩关节ROM均高于治疗前(P<0.05),且观察组均高于对照组(P<0.05)。4周随访时,两组VAS评分、UCLA肩关节评分、肩关节ROM及血清PGE_(2)和TGF-β1水平与治疗后比较差异无统计系意义(P>0.05)。治疗后血清PGE_(2)、TGF-β1水平与VAS评分呈正相关,与UCLA肩关节评分呈负相关。结论火针和电针联合董氏奇穴针刺治疗肩袖损伤均可缓解疼痛、改善肩关节功能,但火针优于电针,其机制可能与降低血清PGE_(2)和TGF-β1水平有关。展开更多
目的探讨幽门螺杆菌(Hp)阳性早期胃癌患者肿瘤组织中转化生长因子-β_(1)(TGF-β_(1))mRNA、金属基质蛋白酶-2(MMP-2)mRNA、青霉素结合蛋白1A(PBP1A)m RNA表达水平与复发的关系,并分析其对复发的预测价值。方法选取2018年3月至2023年7...目的探讨幽门螺杆菌(Hp)阳性早期胃癌患者肿瘤组织中转化生长因子-β_(1)(TGF-β_(1))mRNA、金属基质蛋白酶-2(MMP-2)mRNA、青霉素结合蛋白1A(PBP1A)m RNA表达水平与复发的关系,并分析其对复发的预测价值。方法选取2018年3月至2023年7月南阳市中心医院收治的214例Hp阳性早期胃癌患者进行前瞻性研究,所有患者均行内镜黏膜下剥离术(ESD),采用实时荧光定量聚合酶链反应(qRT-PCR)法检测肿瘤组织、癌旁组织中TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平,并分析其与临床病理特征相关性。依据ESD术后是否复发分为复发组、未复发组,采用q RT-PCR法检测两组患者的TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平。采用偏相关性分析肿瘤组织中TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平与复发的关系。采用受试者工作特征(ROC)曲线分析TGF-β_(1)m RNA、MMP-2 mRNA、PBP1A m RNA表达水平对复发的预测价值。结果肿瘤组织中TGF-β_(1)mRNA、MMP-2 m RNA表达水平分别为1.04±0.26、1.45±0.31,明显高于癌旁组织的0.85±0.14、1.18±0.25,PBP1A m RNA表达水平为0.31±0.10,明显低于癌旁组织的0.43±0.12,差异均有统计学意义(P<0.05);列联相关系数C分析显示,肿瘤组织中TGF-β_(1)mRNA、MMP-2 m RNA表达水平与临床分期、浸润深度、淋巴结转移呈正相关(P<0.05),与分化程度呈负相关(P<0.05),而PBP1A m RNA表达水平与临床分期、浸润深度、淋巴结转移呈负相关(P<0.05),与分化程度呈正相关(P<0.05);复发组患者的TGF-β_(1)mRNA、MMP-2 m RNA表达水平分别为1.31±0.25、1.74±0.31,明显高于未复发组的1.01±0.20、1.42±0.25,PBP1A mRNA表达水平为0.18±0.05,明显低于未复发组的0.32±0.10,差异均有统计学意义(P<0.05);偏相关性分析显示,肿瘤组织中TGF-β_(1)mRNA、MMP-2m RNA、PBP1A m RNA表达水平与复发显著相关(P<0.05);TGF-β_(1)mRNA、MMP-2 mRNA、PBP1A mRNA单项及联合预测复发的曲线下面积(AUC)分别为0.755、0.742、0.795、0.915,敏感度为75.00%、70.00%、75.00%、80.00%,特异度为72.25%、67.54%、76.95%、95.81%,且预测效能显著高于各指标单独预测价值(Z=2.376、2.413、1.997,P=0.018、0.016、0.046)。结论Hp阳性早期胃癌患者肿瘤组织中TGF-β_(1)m RNA、MMP-2 m RNA表达水平升高,PBP1A m RNA表达水平降低,且与临床病理特征、复发密切相关,联合检测其水平对复发具有较高的预测价值。展开更多
文摘针对肺炎X光图像病灶区域特征难以被提取和现有模型轻量化程度不高的问题,提出一种特征融合的MV2-Transformer(FFMV2-Transformer)肺炎X光图像分类模型。首先,采用轻量型网络MobileNetV2(Mobile Network Version 2)作为主干网络,并在反向残差瓶颈块中嵌入坐标注意力(CA)机制,从而通过将位置信息嵌入通道信息提高模型对病灶区域特征的提取能力;其次,设计局部和全局特征融合模块(LGFFM)将卷积层提取的局部特征与Transformer捕获的全局特征相结合,从而使模型能同时捕捉病灶区域的细节信息和整体信息,并进一步提高模型的语义特征提取能力;最后,设计跨层特征融合模块(CFFM)将空间注意力机制增强的浅层特征的空间信息与通道注意力机制增强的深层特征的语义信息相结合,从而获得丰富的上下文信息。为了验证模型的有效性,在肺炎X光数据集上进行消融实验和对比实验,结果表明,FFMV2-Transformer模型与MobileViT(Mobile Vision Transformer)模型相比,准确率、精确率、召回率、F1值和AUC(Area Under ROC(Receiver Operating Characteristic)Curve)值分别提高了1.09、0.31、1.91、1.08和0.40个百分点。可见,FFMV2-Transformer模型能在实现模型轻量化的同时,有效提取肺炎X光图像病灶区域的特征。
基金finally supported by the National Natural Science Foundation of China (Nos.52204309,52174277,52374300)。
文摘A simplified CaO-V_(2)O_(5)-MnO_(2) system was established to qualitatively and quantitatively investigate the transformation behavior of vanadates.The results demonstrated dynamic transformations between calcium vanadate and manganese vanadate as n(CaO)/n(V_(2)O_(5))/n(MnO_(2))ratios and roasting temperatures varied.When MnO_(2) was incrementally added with n(CaO)/n(V_(2)O_(5))of 2,some Ca_(2)V_(2)O_(7) converted to Mn_(2)V_(2)O_(7).The mass of vanadium as calcium vanadate consistently exceeded that as manganese vanadate.Conversely,when CaO was gradually added with n(MnO_(2))/n(V_(2)O_(5))of 2,Mn_(2)V_(2)O_(7) tended to transform into Ca_(2)V_(2)O_(7) and Ca3V2O8.The affinity of vanadium for calcium was higher compared that of vanadium for manganese.The specific type of calcium vanadate formed depended on both n(CaO)/n(V_(2)O_(5))/n(MnO_(2))values and roasting temperatures,while manganese vanadate remained predominantly as Mn_(2)V_(2)O_(7).The influence of roasting temperature on the conversion between calcium vanadate and manganese vanadate was minimal.At n(CaO)/n(V_(2)O_(5))/n(MnO_(2))of 2/1/2 and temperatures ranging from 650 to 850°C,the mass ratio of vanadium present as calcium vanadate to manganese vanadate stabilized at approximately 2.
基金support of the Postdoctoral Fellowship Program(Grade B)of China Postdoctoral Science Foundation(No.GZB20240240)the China Postdoctoral Science Foundation(No.2024M751001)。
文摘The Wadsley-Roth phase TiNb_(2)O_(7)(TNO)has been identified as a promising anode material with potential for high safety and fast-charging lithium-ion batteries(LIBs),arising from its competitive theoretical specific capacity and secure operational potential.Despite the significant advancements in specific capacity,fast charging,and longevity at the coin cell level,a comprehensive understanding and realization of the fast-charging capability and corresponding cycling stability of the TNO under practical application conditions(such as a pouch cell with an anode capacity exceeding 2 mAh cm^(-2))continues to be elusive.In this study,we explore a simple,scalable solid-phase carbon source melt strategy to fabricate the kilogram-level micrometer-scale single-crystal TNO particles enveloped by an ultrathin carbon coating layer of<5 nm(TNO@C).The in-situ X-ray diffraction(XRD)measurement of the LiCoO_(2)‖TNO@C laminated pouch cell(anode mass loading of~10 mg cm^(-2))under fast charging/discharging conditions with the combination of material characterizations and electrochemical analysis reveals a fast,yet stable crystal structure evolution for the micrometer-scale single-crystal TNO@C with only 7.03%fluctuation in unit cell volume value,which is indicative of fast reaction kinetics.The Ah-level laminated LiCoO_(2)‖TNO@C pouch cell achieved 80.8%charge within 6 min(10 C)and retained 85.3%capacity after 1000 cycles at the charging current density of 6 C(10 min),far surpassing all the results in previous publications.The straightforward synthetic approach for the micrometer-scale single-crystal TNO@C,coupled with a clear understanding of reaction kinetics and rapid crystal structure evolution,paves the way for the practical application of the micrometer-scale single-crystal TNO@C anode material for fast charging LIBs.
基金supported by the Liaoning Provincial Education Department Fund,grant number JYTZD2023083.
文摘In dynamic 5G network environments,user mobility and heterogeneous network topologies pose dual challenges to the effort of improving performance of mobile edge caching.Existing studies often overlook the dynamic nature of user locations and the potential of device-to-device(D2D)cooperative caching,limiting the reduction of transmission latency.To address this issue,this paper proposes a joint optimization scheme for edge caching that integrates user mobility prediction with deep reinforcement learning.First,a Transformer-based geolocation prediction model is designed,leveraging multi-head attention mechanisms to capture correlations in historical user trajectories for accurate future location prediction.Then,within a three-tier heterogeneous network,we formulate a latency minimization problem under a D2D cooperative caching architecture and develop a mobility-aware Deep Q-Network(DQN)caching strategy.This strategy takes predicted location information as state input and dynamically adjusts the content distribution across small base stations(SBSs)andmobile users(MUs)to reduce end-to-end delay inmulti-hop content retrieval.Simulation results show that the proposed DQN-based method outperforms other baseline strategies across variousmetrics,achieving a 17.2%reduction in transmission delay compared to DQNmethods withoutmobility integration,thus validating the effectiveness of the joint optimization of location prediction and caching decisions.
基金supported by the National Key Research and Development Program(No.2022YFB3707103)the Natural Science Foundation of China(No.52174375)+2 种基金the Key Research and Development Program of Shaanxi(No.2022JBGS2-04)the Fund of the State Key Laboratory of Solidification Processing in NWPU(No.2023-TS-13)the Training Program of Innovation and Entrepreneurship for Undergraduates(No.S202310699761).
文摘Precipitation–strengthened high entropy alloys (HEAs) exhibit excellent strength–ductility combinations due to precipitation hindering dislocation gliding and work hardening ability of the matrix. However, the effect of compositions on the microstructure and related deformation mechanism of HEAs is still unclear. In this study, we developed two types of L1_(2)–strengthened Al_(5)Ti_(8)Fe_(x)(CoNi)_(86.9–x)B_(0.1) (x = 17, 28) HEAs to study the effect of Fe content on the deformation mechanism. Our results reveal that an increased Fe concentration substantially increases the strength and ductility of Al_(5)Ti_(8)Fe_(x)(CoNi)_(86.9–x)B_(0.1) HEAs at room temperature. For the Al_(5)Ti_(8)Fe17(CoNi)_(69.9)B_(0.1) HEA, the presence of a large amount of ordered L1_(2) phase leads to strain strengthening governed by dynamically refined slip bands. For the Al_(5)Ti_(8)Fe28(CoNi)58.9B_(0.1) HEA, the increasing Fe content raises the stacking fault energy of the matrix and reduces the stability of the FCC matrix, making it less stable than the BCC structure. Additionally, the reduced volume fraction of the ordered L1_(2) precipitated phase and the increased stack fault energy of the FCC matrix lead to an increase in the cross-slip frequency during deformation, which in turn promotes avalanche glide of dislocations on highly stressed crystallographic slip planes and the generation of microbands. The microbands and phase transformation inside the microbands promote the strain strengthening, resulting in enhanced strength and ductility. These findings clarify the effect of the Fe content on the deformation behaviours and provide new insight into the formation mechanism of microbands in precipitation-strengthened HEAs, which will open new avenues for the design of ultra-strong yet ductile alloys in the future.
基金financially supported by the Scientific Research Foundation of North China University of Technology (Grant Nos.11005136024XN147-87 and 110051360024XN151-86)。
文摘Recently, during the investigations on planetary oceans, Hirota-Satsuma-Ito-type models have been developed. In this paper, for a(2+1)-dimensional generalized variable-coefficient Hirota-Satsuma-Ito system describing the fluid dynamics of shallow-water waves in an open ocean, non-characteristic movable singular manifold and symbolic computation enable an oceanic auto-B?cklund transformation with three sets of the oceanic solitonic solutions. The results rely on the oceanic variable coefficients in that system. Future oceanic observations might detect some nonlinear features predicted in this paper, and relevant oceanographic insights might be expected.
基金supported by Jilin Provincial Department of Education Science and Technology Project(No.JJKH20230152KJ)the Doctoral Research Initiation Fund(No.BSJXM-2022215).
文摘Manganese ion(Mn^(2+))was generated from metallurgical,steel making and chemical industries.It could affect microbial activity and community structure after entering sewage treatment plant.The effect of Mn^(2+)on the pollutant removal,metal distribution patterns and composition of microbial communities were investigated in a an anaerobic/anoxic/oxic(A^(2)O)process.The results showed that when Mn^(2+)concentration was 5 mg/L,the efficiencies for the removal of chemical oxygen demand(COD),total nitrogen(TN)and total phosphorus(TP)attained remarkable levels of 96%,93%,and 99%,respectively.In the sludge,the distribution pattern of Mn^(2+)concentration was tightly bound extracellular polymeric substances(TB-EPS)>supernatant>loosely bound EPS(LB-EPS)>soluble microbial products(SMP).Mn^(2+)was found to enrich and accumulate in the microorganism cells.In addition,Mn^(2+)was mainly found in residual fractions and reducible fractions of pellet that manganese was present.The pellet was discovered to contain a substantial quantity of manganese,which was present in various oxidation states,including Mn^(4+),Mn^(3+)and Mn^(2+).The escalating levels of Mn^(2+)led to a reduction in the richness and diversity of microbial communities inhabiting various regions of the A^(2)O reactor.Nonetheless,the uniformity experienced only subtle alterations.Proteobacteria and Bacteroidetes emerged as the leading phyla within the microbial ecosystem,experiencing a steady rise in their respective proportions.The dominant bacterial groups,Azospira and Dechromonas,experienced an incremental increase in their relative prevalence,which played a constructive role in the process of pollutant removal.
基金supported by grants from the Ministry of Science and Technology,Taiwan(MOST108-2314-B-182-006,MOST109-2314-B-182-071:Lee-Yung Shih)the Ministry of Health and Welfare,Taiwan(MOHW110-TDU-B-212-134011:Lee-Yung Shih)+3 种基金Chang Gung Memorial Hospital(CMRPG3D1524,OMRPG3E0031:Lee-Yung Shih)the Grant-in-Aid for the Japan Society for the Promotion of Science(JSPS)KAKENHI(JP19H05656:Seishi Ogawa,22K16320:Yotaro Ochi)the Japan Agency for Medical Research and Development(AMED)(JP19cm0106501h0004,JP19ck0106250h0003:Seishi Ogawa)the Ministry of Education,Culture,Sports,Science and Technology of Japan(MEXT)(hp200138,hp210167:Seishi Ogawa)。
文摘Background:Breakpoint Cluster Region-Abelson(BCR::ABL1)fusion protein is essential in the pathogenesis of chronic myeloid leukemia(CML);however,the chronic-to-blast phase transformation remains elusive.We identified novel kinesin light chain 2(KLC2)mutations in CML-myeloid blast phase patients.We aimed to examine the functional role of KLC2 mutations in leukemogenesis.Methods:To evaluate the biological role of KLC2 mutants(MT)in CML cells,we expressed KLC2-MT in different human CML cell lines harboring BCR::ABL1 and performed immunoblot,immunofluorescence,cell proliferation,differentiation,and apoptosis;Tyrosine kinase inhibitor(TKI)-drug activities;and clonogenic assays for in vitro functional analyses.We co-expressed KLC2-MT and BCR::ABL1 in mouse bone marrow cells(BMCs)to evaluate their clonogenic and self-renewal abilities ex vivo.Furthermore,we examined tumorigenic activity and drug efficacy in the K562 xenograft model.Results:KLC2-MT overexpression in BCR::ABL1-positive K562 and KU812 CML cells promoted cell proliferation and clonogenic potential,decreased imatinib sensitivity,and reduced apoptosis.Serial colony replating assays revealed that KLC2-MT and BCR::ABL1 co-expression enhanced the self-renewal ability of mouse BMCs with immature morphology.In the K562 xenograft model,KLC2-MT enhanced tumorigenic potential and diminished imatinib efficacy.Further studies reported that KLC2-MT augmented signal transducer and activator of transcription 3(STAT3)activation and nuclear accumulation in imatinib-treated CML cells.KLC2-WT and KLC2-MT interacted with mothers against decapentaplegic homolog 2(SMAD2);however,the latter impaired transforming growth factor-beta(TGF-β)–mediated SMAD2/3 activation while enhancing STAT3 phosphorylation.Conclusions:This study demonstrates the biological and functional importance of KLC2 mutation in CML cells,potentially enabling the development of better treatment strategies for CML patients carrying KLC2 mutations and providing enhanced understanding of the disease progression.
基金supported by the National Natural Science Foundation of China,No.81571211(to FL)the Natural Science Foundation of Shanghai,No.22ZR1476800(to CH)。
文摘Peripheral nerve defect repair is a complex process that involves multiple cell types;perineurial cells play a pivotal role.Hair follicle neural crest stem cells promote perineurial cell proliferation and migration via paracrine signaling;however,their clinical applications are limited by potential risks such as tumorigenesis and xenogeneic immune rejection,which are similar to the risks associated with other stem cell transplantations.The present study therefore focuses on small extracellular vesicles derived from hair follicle neural crest stem cells,which preserve the bioactive properties of the parent cells while avoiding the transplantation-associated risks.In vitro,small extracellular vesicles derived from hair follicle neural crest stem cells significantly enhanced the proliferation,migration,tube formation,and barrier function of perineurial cells,and subsequently upregulated the expression of tight junction proteins.Furthermore,in a rat model of sciatic nerve defects bridged with silicon tubes,treatment with small extracellular vesicles derived from hair follicle neural crest stem cells resulted in higher tight junction protein expression in perineurial cells,thus facilitating neural tissue regeneration.At 10 weeks post-surgery,rats treated with small extracellular vesicles derived from hair follicle neural crest stem cells exhibited improved nerve function recovery and reduced muscle atrophy.Transcriptomic and micro RNA analyses revealed that small extracellular vesicles derived from hair follicle neural crest stem cells deliver mi R-21-5p,which inhibits mothers against decapentaplegic homolog 7 expression,thereby activating the transforming growth factor-β/mothers against decapentaplegic homolog signaling pathway and upregulating hyaluronan synthase 2 expression,and further enhancing tight junction protein expression.Together,our findings indicate that small extracellular vesicles derived from hair follicle neural crest stem cells promote the proliferation,migration,and tight junction protein formation of perineurial cells.These results provide new insights into peripheral nerve regeneration from the perspective of perineurial cells,and present a novel approach for the clinical treatment of peripheral nerve defects.
基金Project (51104053) supported by the National Natural Science Foundation of ChinaProject (XL200921) supported by the Foundation Research funds for Hebei University of Science and Technology, China
文摘In order to remove or reduce the negative effect of MgO in calcium aluminate slags, the method of adding Na2O into calcium aluminate slags was studied and its effect on leaching mechanism was also analyzed. The results show that the alumina leaching efficiency of the calcium aluminate slag increases from 68.73% to 80.86% with Na2O content increasing from 0 to 4% when MgO content is 3%. The XRD results show that the quaternary compound C20A13M3S3 disappears when Na2O content increases to 4%. The addition of Na2O cannot remove the negative effect of MgO on leachability completely. XRD and EDS results indicate that Na2O can come into the lattice of 12CaO·7Al2O3 and promote the formation of 12CaO·7Al2O3
文摘目的观察火针联合董氏奇穴针刺治疗肩袖损伤的临床疗效及对关节功能及血清前列腺素E_(2)(prostaglandin E_(2),PGE_(2))和转化生长因子-β1(transforming growth factor-β1,TGF-β1)的影响。方法将100例肩袖损伤患者随机分为对照组(50例)和观察组(50例)。对照组予以电针联合董氏奇穴针刺治疗,观察组予以火针联合董氏奇穴针刺治疗。检测视觉模拟量表(visual analog scale,VAS)和美国加利福尼亚大学洛杉矶分校(University of California,Los Angeles,UCLA)肩关节评分、肩关节活动度(range of motion,ROM)及血清PGE_(2)和TGF-β1水平。结果观察组总有效率高于对照组(P<0.05)。治疗后及4周随访时,两组VAS评分及血清PGE_(2)和TGF-β1水平均低于治疗前(P<0.05),且观察组均低于对照组(P<0.05);两组UCLA肩关节评分和肩关节ROM均高于治疗前(P<0.05),且观察组均高于对照组(P<0.05)。4周随访时,两组VAS评分、UCLA肩关节评分、肩关节ROM及血清PGE_(2)和TGF-β1水平与治疗后比较差异无统计系意义(P>0.05)。治疗后血清PGE_(2)、TGF-β1水平与VAS评分呈正相关,与UCLA肩关节评分呈负相关。结论火针和电针联合董氏奇穴针刺治疗肩袖损伤均可缓解疼痛、改善肩关节功能,但火针优于电针,其机制可能与降低血清PGE_(2)和TGF-β1水平有关。
文摘目的探讨幽门螺杆菌(Hp)阳性早期胃癌患者肿瘤组织中转化生长因子-β_(1)(TGF-β_(1))mRNA、金属基质蛋白酶-2(MMP-2)mRNA、青霉素结合蛋白1A(PBP1A)m RNA表达水平与复发的关系,并分析其对复发的预测价值。方法选取2018年3月至2023年7月南阳市中心医院收治的214例Hp阳性早期胃癌患者进行前瞻性研究,所有患者均行内镜黏膜下剥离术(ESD),采用实时荧光定量聚合酶链反应(qRT-PCR)法检测肿瘤组织、癌旁组织中TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平,并分析其与临床病理特征相关性。依据ESD术后是否复发分为复发组、未复发组,采用q RT-PCR法检测两组患者的TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平。采用偏相关性分析肿瘤组织中TGF-β_(1)m RNA、MMP-2 m RNA、PBP1A m RNA表达水平与复发的关系。采用受试者工作特征(ROC)曲线分析TGF-β_(1)m RNA、MMP-2 mRNA、PBP1A m RNA表达水平对复发的预测价值。结果肿瘤组织中TGF-β_(1)mRNA、MMP-2 m RNA表达水平分别为1.04±0.26、1.45±0.31,明显高于癌旁组织的0.85±0.14、1.18±0.25,PBP1A m RNA表达水平为0.31±0.10,明显低于癌旁组织的0.43±0.12,差异均有统计学意义(P<0.05);列联相关系数C分析显示,肿瘤组织中TGF-β_(1)mRNA、MMP-2 m RNA表达水平与临床分期、浸润深度、淋巴结转移呈正相关(P<0.05),与分化程度呈负相关(P<0.05),而PBP1A m RNA表达水平与临床分期、浸润深度、淋巴结转移呈负相关(P<0.05),与分化程度呈正相关(P<0.05);复发组患者的TGF-β_(1)mRNA、MMP-2 m RNA表达水平分别为1.31±0.25、1.74±0.31,明显高于未复发组的1.01±0.20、1.42±0.25,PBP1A mRNA表达水平为0.18±0.05,明显低于未复发组的0.32±0.10,差异均有统计学意义(P<0.05);偏相关性分析显示,肿瘤组织中TGF-β_(1)mRNA、MMP-2m RNA、PBP1A m RNA表达水平与复发显著相关(P<0.05);TGF-β_(1)mRNA、MMP-2 mRNA、PBP1A mRNA单项及联合预测复发的曲线下面积(AUC)分别为0.755、0.742、0.795、0.915,敏感度为75.00%、70.00%、75.00%、80.00%,特异度为72.25%、67.54%、76.95%、95.81%,且预测效能显著高于各指标单独预测价值(Z=2.376、2.413、1.997,P=0.018、0.016、0.046)。结论Hp阳性早期胃癌患者肿瘤组织中TGF-β_(1)m RNA、MMP-2 m RNA表达水平升高,PBP1A m RNA表达水平降低,且与临床病理特征、复发密切相关,联合检测其水平对复发具有较高的预测价值。
