Nonhuman primates are increasingly being used as animal models in neuroscience research.However,efficient neuronal tracing techniques for labeling motor neurons and primary sensory afferents in the monkey spinal cord ...Nonhuman primates are increasingly being used as animal models in neuroscience research.However,efficient neuronal tracing techniques for labeling motor neurons and primary sensory afferents in the monkey spinal cord are lacking.Here,by injecting the cholera toxin B subunit into the sciatic nerve of a rhesus monkey,we successfully labeled the motor neurons and primary sensory afferents in the lumbar and sacralspinal cord.Labeled alpha motor neurons were located in lamina IX of the L6–S1 segments,which innervate both flexors and extensors.The labeled primary sensory afferents were mainly myelinated Aβfibers that terminated mostly in laminae I and II of the L4–L7 segments.Together with the labeled proprioceptive afferents,the primary sensory afferents formed excitatory synapses with multiple types of spinal neurons.In summary,our methods successfully traced neuronal connections in the monkey spinal cord and can be used in spinal cord studies when nonhuman primates are used.展开更多
Keystone taxa are critical for microbial community homeostasis and ecological niche interactions.However,the functions and genomic traits of endophytic keystone fungi in plant tissues remain unclear.Via network analys...Keystone taxa are critical for microbial community homeostasis and ecological niche interactions.However,the functions and genomic traits of endophytic keystone fungi in plant tissues remain unclear.Via network analysis,this study identified keystone fungi Plectosphaerella(Plec)and Cladosporium(Clad)in roots/leaves of medicinal Panax plants(P.ginseng,P.quinquefolius,P.notoginseng).Both correlated strongly positively with ginsenoside Rd content in respective tissues(ρ>0.6,p<0.001).Co-cultivation confirmed their ability to convert ginsenoside Rb1 to Rd,linked toβ-glucosidase activity.Whole-genome sequencing/assembly/evolutionary analysis of the two strains elucidated genomic features for their keystone roles and saponin biotransformation.Genome mining found multiple GH3 genes(potential saponin transformers)in both;11(Plec)and 5(Clad)were upregulated by cellobiose.Gene family phylogenetic analysis showed expanded transmembrane transport and environmental response functions.Both also had abundant secondary metabolic gene clusters and secretome genes,linking biotic interaction functions to their keystone roles.In summary,this study shows Panax endophytic keystone fungi can participate in ginsenoside biotransformation and clarifies their genomic traits,offering insights for functional endophytic fungal resource development.展开更多
Fenton-like technology based on peroxymonosulfate activation has shown great potential in refractory organics degradation.In this work,single Fe atom catalysts were synthesized through facile ball milling and exhibite...Fenton-like technology based on peroxymonosulfate activation has shown great potential in refractory organics degradation.In this work,single Fe atom catalysts were synthesized through facile ball milling and exhibited very high performance in peroxymonosulfate activation.The Fe single-atom filled an N vacancy on the triazine ring edge of C_(3)N_(4),as confirmed through X-ray absorption fine structure,density functional calculation and elec-tron paramagnetic resonance.The SAFe_(0.4)–C_(3)N_(4)/PMS system could completely remove phenol(20 mg/L)within 10 min and its first-order kinetic constant was 12.3 times that of the Fe_(3)O_(4)/PMS system.Under different ini-tial pH levels and in various anionic environments,SAFe_(0.4)–C_(3)N_(4) still demonstrated excellent catalytic activity,achieving a removal rate of over 90%for phenol within 12 min.In addition,SAFe_(0.4)–C_(3)N_(4) exhibited outstanding selectivity in reaction systems with different pollutants,showing excellent degradation effects on electron-rich pollutants only.Hydroxyl radicals(•OH),singlet oxygen(1O_(2))and high-valent iron oxide(Fe(Ⅳ)=O)were de-tected in the SAFe_(0.4)–C_(3)N_(4)/PMS system through free radical capture experiments.Further experiments on the quenching of active species and a methyl phenyl sulfoxide probe confirmed that 1O_(2) and Fe(Ⅳ)=O played dom-inant roles.Additionally,the change in the current response after adding PMS and phenol in succession proved that a direct electron transfer path between organic matter and the catalyst surface was unlikely to exist in the SAFe_(0.4)–C_(3)N_(4)/PMS/Phenol degradation system.This study provides a new demonstration of the catalytic mech-anism of single-atom catalysts.展开更多
1.Introduction.Since the Industrial Revolution,the partial pressure of atmospheric carbon dioxide(pCO_(2))has increased markedly,rising from approximately 280 ppm(1 ppm=1μL/L)to about 420 ppm.This escalation has inte...1.Introduction.Since the Industrial Revolution,the partial pressure of atmospheric carbon dioxide(pCO_(2))has increased markedly,rising from approximately 280 ppm(1 ppm=1μL/L)to about 420 ppm.This escalation has intensified global warming,with 2024 the hottest year on record since 1850.The global mean temperature now stands 1.46℃ above the pre-industrial average(1850-1900),a value already approaching the 1.5℃ threshold set by the Paris Agreement(NOAA,2025).展开更多
In 2024,the MOE Key Laboratory of Macromolecular Synthesis and Functionalization at Zhejiang University continued its impactful researches across five core areas.In controllable catalytic polymerization,organoboron ca...In 2024,the MOE Key Laboratory of Macromolecular Synthesis and Functionalization at Zhejiang University continued its impactful researches across five core areas.In controllable catalytic polymerization,organoboron catalysts were developed for CO₂copolymerization and novel photoresist materials.Studies in microstructure and rheology elucidated universal deformation modes in graphene-based 2D membranes and improved graphene fiber properties through shear alignment engineering,defect control,and enhanced interlayer entanglement.For separating functional polymers,Janus membranes and channels were created for multiphase separation,liquid-phase molecular layer-by-layer deposition technique was developed to fabricate aromatic polyamide nanofilms,and the harmonic amide bond density was established as a valuable parameter for polyamide structural analysis.In biomedical functional polymers,a sustainable carboxyl-ester transesterification strategy was proposed for upcycling poly(ethylene terephthalate)(PET)waste into biodegradable plastics.Additionally,immunocompatible biomaterials were designed utilizing zwitterionic polypeptides and albumin-derived coatings,and Cu2+-phenolic nanoflower was designed to combat fungal infections by combining cuproptosis and cell wall digestion.Further,the researchers developed a gelatin-DOPA-knob/fibrinogen hydrogel to achieve rapid and robust hemostatic sealing,utilized a double-network polyelectrolyte-coated hydrogel for enhancing endothelialization of left atrial appendage(LAA)occluders,and the researchers also demonstrated that image-guided high-intensity focused ultrasound enables manipulation of shape-memory polymers.Finally,in the realm of photo-electro-magnetic functional polymers,precise control of through-space conjugation was shown to enhance organic luminescence.Topologically structured hydrogels were revealed to exhibit autonomous actuation.Also,solar-driven photothermal ion pumps were developed for selective lithium extraction from seawater,and high-performance non-solvated C60 single-crystal films were prepared via facile bar coating.Lastly,the researchers demonstrated outstanding dielectric properties of polyethylene(PE)lamellar single crystals.The relevant works are reviewed in this paper.展开更多
Clarifying the photosynthetic and population characteristics of conventional japonica rice at different yield levels is crucial for boosting yield and ensuring food security.Therefore,a two-year field trial with two c...Clarifying the photosynthetic and population characteristics of conventional japonica rice at different yield levels is crucial for boosting yield and ensuring food security.Therefore,a two-year field trial with two conventional japonica varieties was conducted at four planting densities:16 cm×30 cm(D1),14 cm×30 cm(D2),12 cm×30 cm(D3),and 10 cm×30 cm(D4).This study aimed to investigate how photosynthetic and population characteristics influence grain yield under varying planting densities.The results indicated that higher yields were primarily driven by increased grain weight and seed-setting rate(with a 9.68%‒11.40%higher single panicle weight),supported by optimized dry matter translocation and source-sink relationships.Elevated planting density(D2‒D4)enhanced panicle number and total spikelet number(by 3.91%‒15.00%)but reduced the number of spikelets per panicle,1000-grain weight,and photosynthetic efficiency due to mutual shading.Despite these trade-offs,yield increased by 4.10%‒12.42%under higher densities.The use of planting density D4 in japonica rice cultivation contributed to maximize yield.These findings provide important theoretical insights and practical significance for increasing the yield of conventional japonica rice and ensuring food security.展开更多
Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study...Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study,bulk RNA sequencing data(GSE47681 and GSE5296)and single-cell RNA sequencing data(GSE162610)were acquired from gene expression databases.We then conducted differential analysis and immune infiltration analysis.Atf3 and Piezo1 were identified as key ferroptosis genes through random forest and least absolute shrinkage and selection operator algorithms.Further analysis of single-cell RNA sequencing data revealed a close relationship between ferroptosis and cell types such as macrophages/microglia and their intrinsic state transition processes.Differences in transcription factor regulation and intercellular communication networks were found in ferroptosis-related cells,confirming the high expression of Atf3 and Piezo1 in these cells.Molecular docking analysis confirmed that the proteins encoded by these genes can bind cycloheximide.In a mouse model of T8 spinal cord injury,low-dose cycloheximide treatment was found to improve neurological function,decrease levels of the pro-inflammatory cytokine inducible nitric oxide synthase,and increase levels of the anti-inflammatory cytokine arginase 1.Correspondingly,the expression of the ferroptosis-related gene Gpx4 increased in macrophages/microglia,while the expression of Acsl4 decreased.Our findings reveal the important role of ferroptosis in the treatment of spinal cord injury,identify the key cell types and genes involved in ferroptosis after spinal cord injury,and validate the efficacy of potential drug therapies,pointing to new directions in the treatment of spinal cord injury.展开更多
The discharge of micro-polluted water from sources such as agricultural runoff,urban stormwater,and treated effluents presents significant challenges to aquatic ecosystems.Constructed wetlands(CWs)have gained recog-ni...The discharge of micro-polluted water from sources such as agricultural runoff,urban stormwater,and treated effluents presents significant challenges to aquatic ecosystems.Constructed wetlands(CWs)have gained recog-nition as an eco-friendly solution for removing pollutants from various wastewater sources and are increasingly applied for micro-polluted water treatment.By reviewing 78 full-scale CW studies from Web of Science,it is summarized that the ranges of ammonium nitrogen(NH4+-N)concentrations in runoff,wastewater treatment plant effluent and polluted river were 0.1–6.6,0.3–12.3,and 0.2–41.1 mg/L,respectively.The ranges of ni-trate nitrogen concentrations were 0.2–14.2,0–5.7,and 0–2.6 mg/L,respectively.Removal efficiencies of CWs for micro-polluted water varied by CW types.The total nitrogen removal efficiencies for subsurface-flow CWs,free-water surface-flow CWs,and hybrid CWs ranged from 27.4%to 66.5%,16.8%to 89.8%,and 19.4%to 88.2%,respectively.The NH4+-N removal efficiencies ranged from 34.2%to 73.6%,38.4%to 89.4%and 13.5%to 94.2%,respectively.Additionally,other factors influencing contaminant removal efficiency such as hydraulic retention time,vegetation types,redox micro-environment and influent water quality were evaluated.Based on these findings,two strategies for improving the purification performance of CWs were proposed:the selection of incorporating electron donor substrates and the optimization of operation parameters.This paper serves as a synthesis of information to guide future research and full-scale CW applications in micro-polluted water treatment.展开更多
Penthorum chinense Pursh has been used for centuries as an herbal medicine and food in East Asia.The main active substances in P.chinense are galloylated macrocyclic polyphenolic compounds,which have excellent medicin...Penthorum chinense Pursh has been used for centuries as an herbal medicine and food in East Asia.The main active substances in P.chinense are galloylated macrocyclic polyphenolic compounds,which have excellent medicinal properties.Galloylation and glycosylation are key steps in the formation of polyphenolic compounds,as the glycosylation of flavonoids is required for the acylation of flavonoid glycosides,and the glycosylation of gallic acid is necessary for its role as an acyl donor.Therefore,glycosylation to generate the acyl donor or acceptor is a core step in the biosynthesis of polyphenolic compounds.However,how this glycosylation occurs in P.chinense is unknown.In this study,we determined that the UDP-glucose transferase PcUGT84A82 mediates the glycosylation of gallic acid and pinocembrin to produce 1-O-Galloyl-β-D-glucose and pinocembroside,respectively.Metabolic profiling of polyphenolic compounds using UHPLC-ESI–Q-TOF/MS revealed high levels of polyphenols in flowers,leaves,and roots,and low levels in stems of P.chinense.We performed isoform-sequencing(Iso-seq)to assemble a full-length transcriptome of P.chinense,from which we identified 58 UGT family members.PcUGT84A82 is highly similar to functional UGTs in other plant species,and PcUGT84A82 transcript levels were positively correlated with the levels of various polyphenolic compounds.We validated the function of PcUGT84A82 via in vitro enzyme assays and transient expression in Nicotiana benthamiana leaves.Subcellular localization tests showed that PcUGT84A82 localizes to the nucleus and cytoplasm.In summary,PcUGT84A82 catalyzes the conversion of gallic acid to 1-O-Galloyl-β-D-glucose as the acyl donor and pinocembrin to pinocembroside as the acyl acceptor,mediating the biosynthesis of galloylated macrocyclic polyphenolic compounds in P.chinense.These findings lay the foundation for elucidating the entire biosynthetic pathway of active polyphenols in this important herbal plant species.展开更多
Light-energy-driven semiconductor catalysis offers attractive ways to address environmental and energy crises.TiO_(2) is the most promising catalyst for photocatalysis,but the lack of charge-carrier separation efficie...Light-energy-driven semiconductor catalysis offers attractive ways to address environmental and energy crises.TiO_(2) is the most promising catalyst for photocatalysis,but the lack of charge-carrier separation efficiency severely limits its catalytic performance.In this study,we carried out crystal phase engineering to prepare in situ Z-scheme hetero-phase homojunction of anatase-rutile and clarified the structure-performance relationship.The efficiency of sulfamerazine removal by hetero-phase homojunction TiO_(2) nanotube arrays in a single-compartment photocatalytic fuel cell system was improved by 1.93 times compared to conventional anatase TiO_(2) nanotube arrays and the degradation pathways were revealed by the Fukui function combined with HP-LCMS.The successful construction of Z-scheme hetero-phase homojunction was confirmed by Raman,X-ray diffraction(XRD),and electron spin resonance(ESR),which combined with density functional theory(DFT)calculations revealed the key role of crystal phase engineering in the construction of hetero-phase homojunction.This work provides a novel strategy for the scientific design of titanium dioxide photocatalysts.展开更多
Tumor metabolic reprogramming is a core hallmark of cancer,characterized by pathways such as aerobic glycolysis,aberrant lipid metabolism,and glutaminolysis that support rapid proliferation and immunosuppressive micro...Tumor metabolic reprogramming is a core hallmark of cancer,characterized by pathways such as aerobic glycolysis,aberrant lipid metabolism,and glutaminolysis that support rapid proliferation and immunosuppressive microenvironments.Circular RNAs(circRNAs)are highly stable,evolutionarily conserved non-coding RNAs that have emerged as critical modulators of these metabolic shifts.This review aims to systematically elucidate the roles and mechanisms of circRNAs in reprogramming tumor metabolism,and to discuss their clinical potential as biomarkers and therapeutic targets.Through mechanisms including miRNA sponging,protein interactions,regulation of mitochondrial dynamics,and modulation of metabolic enzymes,circRNAs influence key metabolic pathways by targeting glycolytic enzymes,lipid synthesis regulators,and glutaminolysis-related molecules to either facilitate or inhibit their expression.This review systematically summarizes the unique contributions of circRNAs to tumor metabolic reprogramming,highlighting key mechanisms such as regulation of peptide-encoding protein translation,mitochondrial localization function,gene promoter-targeted transcriptional regulation,and cross-pathway metabolic mediation,which underscore their distinct biological advantages and regulatory roles in tumor metabolism.The stability and tissue specificity of circRNAs make them promising diagnostic biomarkers,while their role in drug resistance mediated by metabolic reprogramming highlights their potential as therapeutic targets.Strategies such as circRNA inhibitors,mimics,and nanoparticle-based delivery systems are being explored to modulate tumor metabolism.Despite challenges including complex regulatory networks and limited manipulation tools,advances in high-throughput technologies and clinical trials hold promise for translating circRNA research into novel cancer therapies.展开更多
Background:The absence of effective animal models for sporadic Alzheimer's disease(AD)remains a pivotal barrier to therapy development.Because methanol metabolism produces endogenous formaldehyde,a neurotoxic agen...Background:The absence of effective animal models for sporadic Alzheimer's disease(AD)remains a pivotal barrier to therapy development.Because methanol metabolism produces endogenous formaldehyde,a neurotoxic agent linked to cognitive decline,this study investigated whether chronic,low-dose methanol exposure could recapitulate AD-like pathology and cognitive deficits in rhesus monkey,thereby establishing a nonhuman primate animal model driven by this environmental-metabolic insult.Methods:Adult rhesus monkeys received low-concentration methanol for 9 months.Behavioral tests for cognition,locomotion,sleep,and vision were conducted.Postmortem analyses involved histopathological examination,immunohistochemistry,immunofluorescence,and Western blot to evaluate neuronal integrity,microglial activation,and the expression of key proteins associated with AD(amyloid-β[Aβ],phosphorylated tau,TAR DNA-binding protein 43[TDP-43])and cellular stress(synaptic markers,mitochondrial fission,autophagy,and apoptosis-related proteins).Results:Chronic methanol exposure led to progressive cognitive and memory impairment without significant motor or visual deficits.Neuropathology revealed brain atrophy,neuronal loss,synaptic damage,microglial activation,and mitochondrial structural disorganization.Critically,the exposed animals exhibited hallmark AD-like molecular alterations,including increased Aβ deposition,tau hyperphosphorylation,and TDP-43 dysregulation.Furthermore,neurotoxicity was associated with elevated urinary formaldehyde,enhanced mitochondrial fission,increased autophagy,and elevated apoptosis.Conclusion:Chronic low-dose methanol exposure in rhesus monkeys recapitulates progressive cognitive deficits and AD-like neuropathological features.This model,driven by endogenous formaldehyde toxicity,effectively mimics key aspects of sporadic AD.Our findings shed light on the neurotoxic mechanisms of methanol and propose a reproducible and translationally relevant nonhuman primate model for studying AD pathogenesis and evaluating potential therapeutics.展开更多
Nondestructive measurement technology of phenotype can provide substantial phenotypic data support for applications such as seedling breeding,management,and quality testing.The current method of measuring seedling phe...Nondestructive measurement technology of phenotype can provide substantial phenotypic data support for applications such as seedling breeding,management,and quality testing.The current method of measuring seedling phenotypes mainly relies on manual measurement which is inefficient,subjective and destroys samples.Therefore,the paper proposes a nondestructive measurement method for the canopy phenotype of the watermelon plug seedlings based on deep learning.The Azure Kinect was used to shoot canopy color images,depth images,and RGB-D images of the watermelon plug seedlings.The Mask-RCNN network was used to classify,segment,and count the canopy leaves of the watermelon plug seedlings.To reduce the error of leaf area measurement caused by mutual occlusion of leaves,the leaves were repaired by CycleGAN,and the depth images were restored by image processing.Then,the Delaunay triangulation was adopted to measure the leaf area in the leaf point cloud.The YOLOX target detection network was used to identify the growing point position of each seedling on the plug tray.Then the depth differences between the growing point and the upper surface of the plug tray were calculated to obtain plant height.The experiment results show that the nondestructive measurement algorithm proposed in this paper achieves good measurement performance for the watermelon plug seedlings from the 1 true-leaf to 3 true-leaf stages.The average relative error of measurement is 2.33%for the number of true leaves,4.59%for the number of cotyledons,8.37%for the leaf area,and 3.27%for the plant height.The experiment results demonstrate that the proposed algorithm in this paper provides an effective solution for the nondestructive measurement of the canopy phenotype of the plug seedlings.展开更多
Background:Chronic hyperuricemia is associated with complications such as gout and uric acid nephropathy,but uric acid also exhibits biological activities(e.g.,antioxidant effects,potential neuroprotective properties ...Background:Chronic hyperuricemia is associated with complications such as gout and uric acid nephropathy,but uric acid also exhibits biological activities(e.g.,antioxidant effects,potential neuroprotective properties against neurodegenerative diseases).Nonhuman primates are ideal models for studying neurodegenerative diseases;however,existing nonhuman primate hyperuricemia models cannot sustain long-term elevated serum uric acid levels,nor recapitulate the impaired uric acid excretion observed in clinical hyperuricemic patients.Methods:First,we detected uricase expression in cynomolgus monkeys and compared it with that in mice.Then,we established a cynomolgus monkey hyperuricemia model by administering a mixture of potassium oxonate,hydrochlorothiazide,and adenine via fruits and vegetables.We further analyzed the regulatory effects of this model on uric acid metabolism(synthesis,degradation,and excretion)and the expression of uric acid transporter genes in the intestine and kidney.Results:Cynomolgus monkeys express functional uricase,but at a lower level than mice.The established model maintained stable,long-term hyperuricemia by three mechanisms:increasing intestinal and renal uric acid excretion load,inhibiting hepatic uric acid degradation,and promoting uric acid synthesis.Additionally,the model downregulated the expression of intestinal/renal uric acid-secreting transporter genes,while upregulating uric acid-reabsorbing transporter genes.Conclusions:This novel cynomolgus monkey hyperuricemia model provides a new tool for investigating the association between hyperuricemia and neurodegenerative diseases,and will help clarify the mechanism by which serum uric acid influences cognitive function.展开更多
Few studies have investigated alterations in the immune cell microenvironment of the dorsal root ganglia following spinal cord injury and whether these modifications facilitate axonal regeneration.In this study,we use...Few studies have investigated alterations in the immune cell microenvironment of the dorsal root ganglia following spinal cord injury and whether these modifications facilitate axonal regeneration.In this study,we used a single-cell RNA sequencing dataset to create a comprehensive profile of the diverse cell types in the dorsal root ganglia and spinal cord of a mid-thoracic contusion injury model in cynomolgus monkeys.Cell communication analysis indicated that specific signaling events among various dorsal root ganglia cell types occur in response to spinal cord injury.Single-cell analysis using dimensionality reduction clustering identified distinct molecular signatures for nine cell types,including macrophage subpopulations,and differential gene expression profiles between dorsal root ganglia cells and spinal cord cells following spinal cord injury.The macrophage subpopulations were categorized into 11 clusters(MC0-MC10)based on differentially expressed genes,with the top 10 genes being ABCA6,RBMS3,EBF1,LAMA4,ANTXR2,LAMA2,SOX5,FOXP2,GHR,and APOD.MC0,MC1,and MC2 constituted the predominant macrophage populations.MC4,MC6,and MC9 were nearly absent in the spinal cord,but exhibited significant increases in the dorsal root ganglia post-spinal cord injury.Notably,these subpopulations possess a strong capacity for regulating axonal regeneration.The developmental progression of dorsal root ganglia macrophages after spinal cord injury was elucidated using cell trajectory and pseudo-time analyses.Genes such as EBF1(MC6 and MC9 marker),RBMS3(MC6 and MC9 marker),and ABCA6(MC6 marker)showed high expression levels in the critical pathways of macrophage function.Through ligand-receptor pair analysis,we determined that the effects of macrophages on microglia are predominantly mediated through interaction pairs(e.g.,SPP1-CD44,LAMC1-CD44,and FN1-CD44),potentially facilitating specific cellular communications within the immune microenvironment.The single-cell RNA sequencing dataset used in this study represents the first comprehensive transcriptional analysis of the dorsal root ganglia after spinal cord injury in cynomolgus monkeys,encompassing nearly all cell types within the dorsal root ganglia region.Using this dataset,we evaluated diverse subtypes of macrophages in the post-spinal cord injury dorsal root ganglia area and examined the signaling pathways that facilitate interactions among immune response-related macrophages in the dorsal root ganglia.Findings from this study provide a theoretical basis for understanding how the immune microenvironment influences the regenerative capacity of dorsal root ganglia neurons after spinal cord injury and offer novel insights into the complex processes underlying the pathobiology of spinal cord injury.展开更多
The advantage distillation(AD)technology has been proven to effectively improve the secret key rate and the communication distance of quantum key distribution(QKD).The mode-pairing quantum key distribution(MP-QKD)prot...The advantage distillation(AD)technology has been proven to effectively improve the secret key rate and the communication distance of quantum key distribution(QKD).The mode-pairing quantum key distribution(MP-QKD)protocol can overcome a fundamental physical limit,known as the Pirandola-Laurenza-Ottaviani-Banchi bound,without requiring global phase-locking.In this work,we propose a method based on multi-step AD to further enhance the performance of MP-QKD.The simulation results show that,compared to one-step AD,multi-step AD achieves better performance in long-distance scenarios and can tolerate a higher quantum bit error rate.Specifically,when the difference between the communication distances from Alice and Bob to Charlie is 25 km,50 km and 75 km,and the corresponding transmission distance exceeds 523 km,512 km and 496 km,respectively,the secret key rate achieved by multi-step AD surpasses that of one-step AD.Our findings indicate that the proposed method can effectively promote the application of MP-QKD in scenarios with high loss and high error rate.展开更多
A mode-pairing quantum key distribution based on heralded pair-coherent source with passive decoy-states is proposed,named HPCS-PDS-MP-QKD protocol,where the light sources at Alice and Bob sides are changed to heralde...A mode-pairing quantum key distribution based on heralded pair-coherent source with passive decoy-states is proposed,named HPCS-PDS-MP-QKD protocol,where the light sources at Alice and Bob sides are changed to heralded pair-coherent sources,and devices designed to implement passive decoy states are included at the transmitter sides to generate the decoy state pulses in the decoy-state window passively.With the defined efficient events and the designed pairing strategy,the key bits and bases can be obtained by data post-processing.Numerical simulation results verify the feasibility of the proposed protocol.The results show that the proposed protocol can exceed PLOB when the pairing interval setting is greater than 10^(3),and the transmission distance exceeds 200 km.When the key transmission distance reaches 300 km and the maximum pairing interval is equivalent to 1,its performance is improved by nearly 1.8 times compared to the original MP-QKD protocol with a weak coherent source(WCS-MP-QKD),and by 6.8 times higher than that of WCS-MPQKD with passive decoy states(WCS-PDS-MP-QKD).Meanwhile,the key transmission distance can reach 480 km,and surpasses the WCS-PDS-MP-QKD protocol by nearly 40 km.When the total pulse length is greater than 10^(11),the key generation rate is almost equal to that of infinite pulses.It is a promising QKD protocol that breaks the PLOB bound without requiring phase tracking and locking,has a longer transmission distance and a higher key generation rate,and eliminates the potential of side channel attack.展开更多
Quantum key distribution(QKD)is a method for secure communication that utilizes quantum mechanics principles to distribute cryptographic keys between parties.Integrated photonics offer benefits such as compactness,sca...Quantum key distribution(QKD)is a method for secure communication that utilizes quantum mechanics principles to distribute cryptographic keys between parties.Integrated photonics offer benefits such as compactness,scalability,energy efficiency and the potential for extensive integration.We have achieved BB84 phase encoding and decoding,time-bin phase QKD,and the coherent one-way(COW)protocol on a planar lightwave circuit(PLC)platform.At the optimal temperature,our chip successfully prepared quantum states,performed decoding and calculated the secure key rate of the time-bin phasedecoding QKD to be 80.46 kbps over a 20 km transmission with a quantum bit error rate(QBER)of 4.23%.The secure key rate of the COW protocol was 18.18 kbps,with a phase error rate of 3.627%and a time error rate of 0.377%.The uniqueness of this technology lies in its combination of high integration and protocol flexibility,providing an innovative solution for the development of future quantum communication networks.展开更多
Large-scale Language Models(LLMs)have achieved significant breakthroughs in Natural Language Processing(NLP),driven by the pre-training and fine-tuning paradigm.While this approach allows models to specialize in speci...Large-scale Language Models(LLMs)have achieved significant breakthroughs in Natural Language Processing(NLP),driven by the pre-training and fine-tuning paradigm.While this approach allows models to specialize in specific tasks with reduced training costs,the substantial memory requirements during fine-tuning present a barrier to broader deployment.Parameter-Efficient Fine-Tuning(PEFT)techniques,such as Low-Rank Adaptation(LoRA),and parameter quantization methods have emerged as solutions to address these challenges by optimizing memory usage and computational efficiency.Among these,QLoRA,which combines PEFT and quantization,has demonstrated notable success in reducing memory footprints during fine-tuning,prompting the development of various QLoRA variants.Despite these advancements,the quantitative impact of key variables on the fine-tuning performance of quantized LLMs remains underexplored.This study presents a comprehensive analysis of these key variables,focusing on their influence across different layer types and depths within LLM architectures.Our investigation uncovers several critical findings:(1)Larger layers,such as MLP layers,can maintain performance despite reductions in adapter rank,while smaller layers,like self-attention layers,aremore sensitive to such changes;(2)The effectiveness of balancing factors depends more on specific values rather than layer type or depth;(3)In quantization-aware fine-tuning,larger layers can effectively utilize smaller adapters,whereas smaller layers struggle to do so.These insights suggest that layer type is a more significant determinant of fine-tuning success than layer depth when optimizing quantized LLMs.Moreover,for the same discount of trainable parameters,reducing the trainable parameters in a larger layer is more effective in preserving fine-tuning accuracy than in a smaller one.This study provides valuable guidance for more efficient fine-tuning strategies and opens avenues for further research into optimizing LLM fine-tuning in resource-constrained environments.展开更多
Upgrading of abundant cellulosic biomass to isosorbide can reduce the dependence on limited fossil resources and provide a sustainable way to produce isosorbide,utilized for polymers,medicine and health care product s...Upgrading of abundant cellulosic biomass to isosorbide can reduce the dependence on limited fossil resources and provide a sustainable way to produce isosorbide,utilized for polymers,medicine and health care product synth-esis.This review comprehensively examines the key steps and catalytic systems involved in the conversion of cel-lulose to isosorbide.Initially,the reaction pathway from cellulose to isosorbide is elucidated,emphasizing three critical steps:cellulose hydrolysis,glucose hydrogenation,and the two-step dehydration of sorbitol to produce isosorbide.Additionally,the activation energy and acidic sites during cellulose hydrolysis,the impact of metal particle size and catalyst support on hydrogenation,and the effects of catalyst acidity,pore structure,and reaction conditions on sorbitol dehydration have been thoroughly examined.Finally,the progress made in cellulose con-version to isosorbide is summarized,current challenges are highlighted,and future development trends are pro-jected in this review.展开更多
基金supported by a grant from Ministry of Science and Technology China,No.2022ZD0204704(to WW)the National Natural Science Foundation of China,No.82301572(to XZ)the China Postdoctoral Science Foundation,No.2023M731202(to XZ)。
文摘Nonhuman primates are increasingly being used as animal models in neuroscience research.However,efficient neuronal tracing techniques for labeling motor neurons and primary sensory afferents in the monkey spinal cord are lacking.Here,by injecting the cholera toxin B subunit into the sciatic nerve of a rhesus monkey,we successfully labeled the motor neurons and primary sensory afferents in the lumbar and sacralspinal cord.Labeled alpha motor neurons were located in lamina IX of the L6–S1 segments,which innervate both flexors and extensors.The labeled primary sensory afferents were mainly myelinated Aβfibers that terminated mostly in laminae I and II of the L4–L7 segments.Together with the labeled proprioceptive afferents,the primary sensory afferents formed excitatory synapses with multiple types of spinal neurons.In summary,our methods successfully traced neuronal connections in the monkey spinal cord and can be used in spinal cord studies when nonhuman primates are used.
基金funded by the National Natural Science Foundation of China(82274044,82304663)National Key Research and Development Program(2022YFC3501802,2022YFC3501803,and 2022YFC3501804)+1 种基金the Scientific and technological innovation project of China Academy of Chinese Medical Sciences(CI2023E002,CI2024E003)the Fundamental Research Funds for the Central Public Welfare Research Institutes(ZZ13-YQ-049,ZZ16-XRZ-072,ZZ17-YQ-025,ZXKT22052,and ZXKT22060).
文摘Keystone taxa are critical for microbial community homeostasis and ecological niche interactions.However,the functions and genomic traits of endophytic keystone fungi in plant tissues remain unclear.Via network analysis,this study identified keystone fungi Plectosphaerella(Plec)and Cladosporium(Clad)in roots/leaves of medicinal Panax plants(P.ginseng,P.quinquefolius,P.notoginseng).Both correlated strongly positively with ginsenoside Rd content in respective tissues(ρ>0.6,p<0.001).Co-cultivation confirmed their ability to convert ginsenoside Rb1 to Rd,linked toβ-glucosidase activity.Whole-genome sequencing/assembly/evolutionary analysis of the two strains elucidated genomic features for their keystone roles and saponin biotransformation.Genome mining found multiple GH3 genes(potential saponin transformers)in both;11(Plec)and 5(Clad)were upregulated by cellobiose.Gene family phylogenetic analysis showed expanded transmembrane transport and environmental response functions.Both also had abundant secondary metabolic gene clusters and secretome genes,linking biotic interaction functions to their keystone roles.In summary,this study shows Panax endophytic keystone fungi can participate in ginsenoside biotransformation and clarifies their genomic traits,offering insights for functional endophytic fungal resource development.
基金supported by the National Natural Science Foundation of China(Nos.22406081,22276086,22306086)the Natural Science Foundation of Jiangxi Province(No.20232BAB213029),all of which are greatly acknowledged by the authors.
文摘Fenton-like technology based on peroxymonosulfate activation has shown great potential in refractory organics degradation.In this work,single Fe atom catalysts were synthesized through facile ball milling and exhibited very high performance in peroxymonosulfate activation.The Fe single-atom filled an N vacancy on the triazine ring edge of C_(3)N_(4),as confirmed through X-ray absorption fine structure,density functional calculation and elec-tron paramagnetic resonance.The SAFe_(0.4)–C_(3)N_(4)/PMS system could completely remove phenol(20 mg/L)within 10 min and its first-order kinetic constant was 12.3 times that of the Fe_(3)O_(4)/PMS system.Under different ini-tial pH levels and in various anionic environments,SAFe_(0.4)–C_(3)N_(4) still demonstrated excellent catalytic activity,achieving a removal rate of over 90%for phenol within 12 min.In addition,SAFe_(0.4)–C_(3)N_(4) exhibited outstanding selectivity in reaction systems with different pollutants,showing excellent degradation effects on electron-rich pollutants only.Hydroxyl radicals(•OH),singlet oxygen(1O_(2))and high-valent iron oxide(Fe(Ⅳ)=O)were de-tected in the SAFe_(0.4)–C_(3)N_(4)/PMS system through free radical capture experiments.Further experiments on the quenching of active species and a methyl phenyl sulfoxide probe confirmed that 1O_(2) and Fe(Ⅳ)=O played dom-inant roles.Additionally,the change in the current response after adding PMS and phenol in succession proved that a direct electron transfer path between organic matter and the catalyst surface was unlikely to exist in the SAFe_(0.4)–C_(3)N_(4)/PMS/Phenol degradation system.This study provides a new demonstration of the catalytic mech-anism of single-atom catalysts.
基金supported by the National Natural Science Foundation of China(Grant Nos.42425305,42293290,and 42172216).
文摘1.Introduction.Since the Industrial Revolution,the partial pressure of atmospheric carbon dioxide(pCO_(2))has increased markedly,rising from approximately 280 ppm(1 ppm=1μL/L)to about 420 ppm.This escalation has intensified global warming,with 2024 the hottest year on record since 1850.The global mean temperature now stands 1.46℃ above the pre-industrial average(1850-1900),a value already approaching the 1.5℃ threshold set by the Paris Agreement(NOAA,2025).
基金supported by the Fundamental Research Funds for the Central Universities(No.226-2025-00031).
文摘In 2024,the MOE Key Laboratory of Macromolecular Synthesis and Functionalization at Zhejiang University continued its impactful researches across five core areas.In controllable catalytic polymerization,organoboron catalysts were developed for CO₂copolymerization and novel photoresist materials.Studies in microstructure and rheology elucidated universal deformation modes in graphene-based 2D membranes and improved graphene fiber properties through shear alignment engineering,defect control,and enhanced interlayer entanglement.For separating functional polymers,Janus membranes and channels were created for multiphase separation,liquid-phase molecular layer-by-layer deposition technique was developed to fabricate aromatic polyamide nanofilms,and the harmonic amide bond density was established as a valuable parameter for polyamide structural analysis.In biomedical functional polymers,a sustainable carboxyl-ester transesterification strategy was proposed for upcycling poly(ethylene terephthalate)(PET)waste into biodegradable plastics.Additionally,immunocompatible biomaterials were designed utilizing zwitterionic polypeptides and albumin-derived coatings,and Cu2+-phenolic nanoflower was designed to combat fungal infections by combining cuproptosis and cell wall digestion.Further,the researchers developed a gelatin-DOPA-knob/fibrinogen hydrogel to achieve rapid and robust hemostatic sealing,utilized a double-network polyelectrolyte-coated hydrogel for enhancing endothelialization of left atrial appendage(LAA)occluders,and the researchers also demonstrated that image-guided high-intensity focused ultrasound enables manipulation of shape-memory polymers.Finally,in the realm of photo-electro-magnetic functional polymers,precise control of through-space conjugation was shown to enhance organic luminescence.Topologically structured hydrogels were revealed to exhibit autonomous actuation.Also,solar-driven photothermal ion pumps were developed for selective lithium extraction from seawater,and high-performance non-solvated C60 single-crystal films were prepared via facile bar coating.Lastly,the researchers demonstrated outstanding dielectric properties of polyethylene(PE)lamellar single crystals.The relevant works are reviewed in this paper.
基金funded by the National Key R&D Program of China (Grant No. 2024YFD2300301)the National Natural Science Foundation of China (Grant Nos. 32472223 and 31901447)+1 种基金the Priority Academic Program Development of Jiangsu Higher Education Institutionsthe Qinglan Project of Jiangsu Province, China
文摘Clarifying the photosynthetic and population characteristics of conventional japonica rice at different yield levels is crucial for boosting yield and ensuring food security.Therefore,a two-year field trial with two conventional japonica varieties was conducted at four planting densities:16 cm×30 cm(D1),14 cm×30 cm(D2),12 cm×30 cm(D3),and 10 cm×30 cm(D4).This study aimed to investigate how photosynthetic and population characteristics influence grain yield under varying planting densities.The results indicated that higher yields were primarily driven by increased grain weight and seed-setting rate(with a 9.68%‒11.40%higher single panicle weight),supported by optimized dry matter translocation and source-sink relationships.Elevated planting density(D2‒D4)enhanced panicle number and total spikelet number(by 3.91%‒15.00%)but reduced the number of spikelets per panicle,1000-grain weight,and photosynthetic efficiency due to mutual shading.Despite these trade-offs,yield increased by 4.10%‒12.42%under higher densities.The use of planting density D4 in japonica rice cultivation contributed to maximize yield.These findings provide important theoretical insights and practical significance for increasing the yield of conventional japonica rice and ensuring food security.
基金supported by the National Natural Science Foundation of China,No.81972073(to HZ)a grant from the Taishan Scholars Program ofShandong Province-Young Taishan Scholars,No.tsqn201909197(to HZ)+1 种基金a grant from Tianjin Key Medical Discipline(Specialty)Construct Project,No.TJYXZDXK-027A(to SF)a grant from Academic Expert International Innovation Summit,No.22JRRCRC00010(to SF).
文摘Ferroptosis,a type of cell death that mainly involves iron metabolism imbalance and lipid peroxidation,is strongly correlated with the phagocytic response caused by bleeding after spinal cord injury.Thus,in this study,bulk RNA sequencing data(GSE47681 and GSE5296)and single-cell RNA sequencing data(GSE162610)were acquired from gene expression databases.We then conducted differential analysis and immune infiltration analysis.Atf3 and Piezo1 were identified as key ferroptosis genes through random forest and least absolute shrinkage and selection operator algorithms.Further analysis of single-cell RNA sequencing data revealed a close relationship between ferroptosis and cell types such as macrophages/microglia and their intrinsic state transition processes.Differences in transcription factor regulation and intercellular communication networks were found in ferroptosis-related cells,confirming the high expression of Atf3 and Piezo1 in these cells.Molecular docking analysis confirmed that the proteins encoded by these genes can bind cycloheximide.In a mouse model of T8 spinal cord injury,low-dose cycloheximide treatment was found to improve neurological function,decrease levels of the pro-inflammatory cytokine inducible nitric oxide synthase,and increase levels of the anti-inflammatory cytokine arginase 1.Correspondingly,the expression of the ferroptosis-related gene Gpx4 increased in macrophages/microglia,while the expression of Acsl4 decreased.Our findings reveal the important role of ferroptosis in the treatment of spinal cord injury,identify the key cell types and genes involved in ferroptosis after spinal cord injury,and validate the efficacy of potential drug therapies,pointing to new directions in the treatment of spinal cord injury.
基金supported by the Natural Science Foundation of China(No.52470105)the Young Taishan Scholars Program of Shandong Province(No.358202103017).
文摘The discharge of micro-polluted water from sources such as agricultural runoff,urban stormwater,and treated effluents presents significant challenges to aquatic ecosystems.Constructed wetlands(CWs)have gained recog-nition as an eco-friendly solution for removing pollutants from various wastewater sources and are increasingly applied for micro-polluted water treatment.By reviewing 78 full-scale CW studies from Web of Science,it is summarized that the ranges of ammonium nitrogen(NH4+-N)concentrations in runoff,wastewater treatment plant effluent and polluted river were 0.1–6.6,0.3–12.3,and 0.2–41.1 mg/L,respectively.The ranges of ni-trate nitrogen concentrations were 0.2–14.2,0–5.7,and 0–2.6 mg/L,respectively.Removal efficiencies of CWs for micro-polluted water varied by CW types.The total nitrogen removal efficiencies for subsurface-flow CWs,free-water surface-flow CWs,and hybrid CWs ranged from 27.4%to 66.5%,16.8%to 89.8%,and 19.4%to 88.2%,respectively.The NH4+-N removal efficiencies ranged from 34.2%to 73.6%,38.4%to 89.4%and 13.5%to 94.2%,respectively.Additionally,other factors influencing contaminant removal efficiency such as hydraulic retention time,vegetation types,redox micro-environment and influent water quality were evaluated.Based on these findings,two strategies for improving the purification performance of CWs were proposed:the selection of incorporating electron donor substrates and the optimization of operation parameters.This paper serves as a synthesis of information to guide future research and full-scale CW applications in micro-polluted water treatment.
基金the National Natural Science Foundation of China(82304659)a Chenguang Project of Shanghai(23CGA52)+2 种基金the Shanghai Municipal Science and Technology Commission 2025 Key Technology R&D Program“Synthetic Biology”Project(25HC2810300)the Key Project at Central Government Level:the Ability Establishment of Sustainable Use for Valuable Chinese Medicine Resources(2060302)the Science and Technology Development Program of Shanghai University of Traditional Chinese Medicine(23KFL045,23KFL051).
文摘Penthorum chinense Pursh has been used for centuries as an herbal medicine and food in East Asia.The main active substances in P.chinense are galloylated macrocyclic polyphenolic compounds,which have excellent medicinal properties.Galloylation and glycosylation are key steps in the formation of polyphenolic compounds,as the glycosylation of flavonoids is required for the acylation of flavonoid glycosides,and the glycosylation of gallic acid is necessary for its role as an acyl donor.Therefore,glycosylation to generate the acyl donor or acceptor is a core step in the biosynthesis of polyphenolic compounds.However,how this glycosylation occurs in P.chinense is unknown.In this study,we determined that the UDP-glucose transferase PcUGT84A82 mediates the glycosylation of gallic acid and pinocembrin to produce 1-O-Galloyl-β-D-glucose and pinocembroside,respectively.Metabolic profiling of polyphenolic compounds using UHPLC-ESI–Q-TOF/MS revealed high levels of polyphenols in flowers,leaves,and roots,and low levels in stems of P.chinense.We performed isoform-sequencing(Iso-seq)to assemble a full-length transcriptome of P.chinense,from which we identified 58 UGT family members.PcUGT84A82 is highly similar to functional UGTs in other plant species,and PcUGT84A82 transcript levels were positively correlated with the levels of various polyphenolic compounds.We validated the function of PcUGT84A82 via in vitro enzyme assays and transient expression in Nicotiana benthamiana leaves.Subcellular localization tests showed that PcUGT84A82 localizes to the nucleus and cytoplasm.In summary,PcUGT84A82 catalyzes the conversion of gallic acid to 1-O-Galloyl-β-D-glucose as the acyl donor and pinocembrin to pinocembroside as the acyl acceptor,mediating the biosynthesis of galloylated macrocyclic polyphenolic compounds in P.chinense.These findings lay the foundation for elucidating the entire biosynthetic pathway of active polyphenols in this important herbal plant species.
基金supported by the National Natural Science Foundation of China(Nos.52370025,52372212)BUCEA Postgraduate Education and Teaching Quality Improvement Project(No.J2023016)the BUCEA Post Graduate Innovation Project(Nos.DG2023012 and PG2024073).
文摘Light-energy-driven semiconductor catalysis offers attractive ways to address environmental and energy crises.TiO_(2) is the most promising catalyst for photocatalysis,but the lack of charge-carrier separation efficiency severely limits its catalytic performance.In this study,we carried out crystal phase engineering to prepare in situ Z-scheme hetero-phase homojunction of anatase-rutile and clarified the structure-performance relationship.The efficiency of sulfamerazine removal by hetero-phase homojunction TiO_(2) nanotube arrays in a single-compartment photocatalytic fuel cell system was improved by 1.93 times compared to conventional anatase TiO_(2) nanotube arrays and the degradation pathways were revealed by the Fukui function combined with HP-LCMS.The successful construction of Z-scheme hetero-phase homojunction was confirmed by Raman,X-ray diffraction(XRD),and electron spin resonance(ESR),which combined with density functional theory(DFT)calculations revealed the key role of crystal phase engineering in the construction of hetero-phase homojunction.This work provides a novel strategy for the scientific design of titanium dioxide photocatalysts.
基金funded by National Natural Science Foundation of China(82360801).
文摘Tumor metabolic reprogramming is a core hallmark of cancer,characterized by pathways such as aerobic glycolysis,aberrant lipid metabolism,and glutaminolysis that support rapid proliferation and immunosuppressive microenvironments.Circular RNAs(circRNAs)are highly stable,evolutionarily conserved non-coding RNAs that have emerged as critical modulators of these metabolic shifts.This review aims to systematically elucidate the roles and mechanisms of circRNAs in reprogramming tumor metabolism,and to discuss their clinical potential as biomarkers and therapeutic targets.Through mechanisms including miRNA sponging,protein interactions,regulation of mitochondrial dynamics,and modulation of metabolic enzymes,circRNAs influence key metabolic pathways by targeting glycolytic enzymes,lipid synthesis regulators,and glutaminolysis-related molecules to either facilitate or inhibit their expression.This review systematically summarizes the unique contributions of circRNAs to tumor metabolic reprogramming,highlighting key mechanisms such as regulation of peptide-encoding protein translation,mitochondrial localization function,gene promoter-targeted transcriptional regulation,and cross-pathway metabolic mediation,which underscore their distinct biological advantages and regulatory roles in tumor metabolism.The stability and tissue specificity of circRNAs make them promising diagnostic biomarkers,while their role in drug resistance mediated by metabolic reprogramming highlights their potential as therapeutic targets.Strategies such as circRNA inhibitors,mimics,and nanoparticle-based delivery systems are being explored to modulate tumor metabolism.Despite challenges including complex regulatory networks and limited manipulation tools,advances in high-throughput technologies and clinical trials hold promise for translating circRNA research into novel cancer therapies.
基金Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences,Grant/Award Number:2021-I2M-1-034Non-profit Central Research Institute Fund of Chinese Academy of Medical Sciences,Grant/Award Number:2023-PT180-01+1 种基金PUMC Innovation Fund for Graduate Students,Grant/Award Number:2017-1001-07National Natural Science Foundation of China,Grant/Award Number:82161138027。
文摘Background:The absence of effective animal models for sporadic Alzheimer's disease(AD)remains a pivotal barrier to therapy development.Because methanol metabolism produces endogenous formaldehyde,a neurotoxic agent linked to cognitive decline,this study investigated whether chronic,low-dose methanol exposure could recapitulate AD-like pathology and cognitive deficits in rhesus monkey,thereby establishing a nonhuman primate animal model driven by this environmental-metabolic insult.Methods:Adult rhesus monkeys received low-concentration methanol for 9 months.Behavioral tests for cognition,locomotion,sleep,and vision were conducted.Postmortem analyses involved histopathological examination,immunohistochemistry,immunofluorescence,and Western blot to evaluate neuronal integrity,microglial activation,and the expression of key proteins associated with AD(amyloid-β[Aβ],phosphorylated tau,TAR DNA-binding protein 43[TDP-43])and cellular stress(synaptic markers,mitochondrial fission,autophagy,and apoptosis-related proteins).Results:Chronic methanol exposure led to progressive cognitive and memory impairment without significant motor or visual deficits.Neuropathology revealed brain atrophy,neuronal loss,synaptic damage,microglial activation,and mitochondrial structural disorganization.Critically,the exposed animals exhibited hallmark AD-like molecular alterations,including increased Aβ deposition,tau hyperphosphorylation,and TDP-43 dysregulation.Furthermore,neurotoxicity was associated with elevated urinary formaldehyde,enhanced mitochondrial fission,increased autophagy,and elevated apoptosis.Conclusion:Chronic low-dose methanol exposure in rhesus monkeys recapitulates progressive cognitive deficits and AD-like neuropathological features.This model,driven by endogenous formaldehyde toxicity,effectively mimics key aspects of sporadic AD.Our findings shed light on the neurotoxic mechanisms of methanol and propose a reproducible and translationally relevant nonhuman primate model for studying AD pathogenesis and evaluating potential therapeutics.
基金funded by the National Key Research and Development Program of China(Grant No.2019YFD1001900)the HZAU-AGIS Cooperation Fund(Grant No.SZYJY2022006).
文摘Nondestructive measurement technology of phenotype can provide substantial phenotypic data support for applications such as seedling breeding,management,and quality testing.The current method of measuring seedling phenotypes mainly relies on manual measurement which is inefficient,subjective and destroys samples.Therefore,the paper proposes a nondestructive measurement method for the canopy phenotype of the watermelon plug seedlings based on deep learning.The Azure Kinect was used to shoot canopy color images,depth images,and RGB-D images of the watermelon plug seedlings.The Mask-RCNN network was used to classify,segment,and count the canopy leaves of the watermelon plug seedlings.To reduce the error of leaf area measurement caused by mutual occlusion of leaves,the leaves were repaired by CycleGAN,and the depth images were restored by image processing.Then,the Delaunay triangulation was adopted to measure the leaf area in the leaf point cloud.The YOLOX target detection network was used to identify the growing point position of each seedling on the plug tray.Then the depth differences between the growing point and the upper surface of the plug tray were calculated to obtain plant height.The experiment results show that the nondestructive measurement algorithm proposed in this paper achieves good measurement performance for the watermelon plug seedlings from the 1 true-leaf to 3 true-leaf stages.The average relative error of measurement is 2.33%for the number of true leaves,4.59%for the number of cotyledons,8.37%for the leaf area,and 3.27%for the plant height.The experiment results demonstrate that the proposed algorithm in this paper provides an effective solution for the nondestructive measurement of the canopy phenotype of the plug seedlings.
基金The Yunnan“Xingdian Talent Program”Yunling Scholar Project,(Grant No.CA24129L025A)National Natural Science Foundation of China,Grant/Award Number:32160157 and 82160564Major Science and Technology Project of Yunnan Province(Grant No.202202AG050008)。
文摘Background:Chronic hyperuricemia is associated with complications such as gout and uric acid nephropathy,but uric acid also exhibits biological activities(e.g.,antioxidant effects,potential neuroprotective properties against neurodegenerative diseases).Nonhuman primates are ideal models for studying neurodegenerative diseases;however,existing nonhuman primate hyperuricemia models cannot sustain long-term elevated serum uric acid levels,nor recapitulate the impaired uric acid excretion observed in clinical hyperuricemic patients.Methods:First,we detected uricase expression in cynomolgus monkeys and compared it with that in mice.Then,we established a cynomolgus monkey hyperuricemia model by administering a mixture of potassium oxonate,hydrochlorothiazide,and adenine via fruits and vegetables.We further analyzed the regulatory effects of this model on uric acid metabolism(synthesis,degradation,and excretion)and the expression of uric acid transporter genes in the intestine and kidney.Results:Cynomolgus monkeys express functional uricase,but at a lower level than mice.The established model maintained stable,long-term hyperuricemia by three mechanisms:increasing intestinal and renal uric acid excretion load,inhibiting hepatic uric acid degradation,and promoting uric acid synthesis.Additionally,the model downregulated the expression of intestinal/renal uric acid-secreting transporter genes,while upregulating uric acid-reabsorbing transporter genes.Conclusions:This novel cynomolgus monkey hyperuricemia model provides a new tool for investigating the association between hyperuricemia and neurodegenerative diseases,and will help clarify the mechanism by which serum uric acid influences cognitive function.
基金supported by the Tianjin Key Medical Discipline(Specialty)Construct Project,No.TJYXZDXK-027A(to SF)the National Key Research andDevelopment Project of Stem Cell and Transformation Research,No.2019YFA0112100(to SF)+2 种基金Tianjin Natural Science Foundation’s Youth Project for DiverseInvestments,No.21JCQNJC01300(to BF)the National Natural Science Foundation of China(Youth Program),No.82102563(to BF)Tianjin Major Science andTechnology Special Projects and Engineering Projects,No.21ZXJBSY00080(to YR).
文摘Few studies have investigated alterations in the immune cell microenvironment of the dorsal root ganglia following spinal cord injury and whether these modifications facilitate axonal regeneration.In this study,we used a single-cell RNA sequencing dataset to create a comprehensive profile of the diverse cell types in the dorsal root ganglia and spinal cord of a mid-thoracic contusion injury model in cynomolgus monkeys.Cell communication analysis indicated that specific signaling events among various dorsal root ganglia cell types occur in response to spinal cord injury.Single-cell analysis using dimensionality reduction clustering identified distinct molecular signatures for nine cell types,including macrophage subpopulations,and differential gene expression profiles between dorsal root ganglia cells and spinal cord cells following spinal cord injury.The macrophage subpopulations were categorized into 11 clusters(MC0-MC10)based on differentially expressed genes,with the top 10 genes being ABCA6,RBMS3,EBF1,LAMA4,ANTXR2,LAMA2,SOX5,FOXP2,GHR,and APOD.MC0,MC1,and MC2 constituted the predominant macrophage populations.MC4,MC6,and MC9 were nearly absent in the spinal cord,but exhibited significant increases in the dorsal root ganglia post-spinal cord injury.Notably,these subpopulations possess a strong capacity for regulating axonal regeneration.The developmental progression of dorsal root ganglia macrophages after spinal cord injury was elucidated using cell trajectory and pseudo-time analyses.Genes such as EBF1(MC6 and MC9 marker),RBMS3(MC6 and MC9 marker),and ABCA6(MC6 marker)showed high expression levels in the critical pathways of macrophage function.Through ligand-receptor pair analysis,we determined that the effects of macrophages on microglia are predominantly mediated through interaction pairs(e.g.,SPP1-CD44,LAMC1-CD44,and FN1-CD44),potentially facilitating specific cellular communications within the immune microenvironment.The single-cell RNA sequencing dataset used in this study represents the first comprehensive transcriptional analysis of the dorsal root ganglia after spinal cord injury in cynomolgus monkeys,encompassing nearly all cell types within the dorsal root ganglia region.Using this dataset,we evaluated diverse subtypes of macrophages in the post-spinal cord injury dorsal root ganglia area and examined the signaling pathways that facilitate interactions among immune response-related macrophages in the dorsal root ganglia.Findings from this study provide a theoretical basis for understanding how the immune microenvironment influences the regenerative capacity of dorsal root ganglia neurons after spinal cord injury and offer novel insights into the complex processes underlying the pathobiology of spinal cord injury.
基金supported by the National Natural Science Foundation of China(Grant Nos.62171144and 62031024)Guangxi Science Foundation(Grant Nos.2025GXNSFAA069137 and GXR-1BGQ2424005)Innovation Project of Guangxi Graduate Education(Grant No.YCBZ2025064)。
文摘The advantage distillation(AD)technology has been proven to effectively improve the secret key rate and the communication distance of quantum key distribution(QKD).The mode-pairing quantum key distribution(MP-QKD)protocol can overcome a fundamental physical limit,known as the Pirandola-Laurenza-Ottaviani-Banchi bound,without requiring global phase-locking.In this work,we propose a method based on multi-step AD to further enhance the performance of MP-QKD.The simulation results show that,compared to one-step AD,multi-step AD achieves better performance in long-distance scenarios and can tolerate a higher quantum bit error rate.Specifically,when the difference between the communication distances from Alice and Bob to Charlie is 25 km,50 km and 75 km,and the corresponding transmission distance exceeds 523 km,512 km and 496 km,respectively,the secret key rate achieved by multi-step AD surpasses that of one-step AD.Our findings indicate that the proposed method can effectively promote the application of MP-QKD in scenarios with high loss and high error rate.
基金Project supported by the National Natural Science Foundation of China(Grant No.62375140)the Postgraduate Research&Practice Innovation Program of Jiangsu Province,China(Grant No.KYCX241191 and SJCX250315)the Open Research Fund of the National Laboratory of Solid State Microstructures(Grant No.M36055)。
文摘A mode-pairing quantum key distribution based on heralded pair-coherent source with passive decoy-states is proposed,named HPCS-PDS-MP-QKD protocol,where the light sources at Alice and Bob sides are changed to heralded pair-coherent sources,and devices designed to implement passive decoy states are included at the transmitter sides to generate the decoy state pulses in the decoy-state window passively.With the defined efficient events and the designed pairing strategy,the key bits and bases can be obtained by data post-processing.Numerical simulation results verify the feasibility of the proposed protocol.The results show that the proposed protocol can exceed PLOB when the pairing interval setting is greater than 10^(3),and the transmission distance exceeds 200 km.When the key transmission distance reaches 300 km and the maximum pairing interval is equivalent to 1,its performance is improved by nearly 1.8 times compared to the original MP-QKD protocol with a weak coherent source(WCS-MP-QKD),and by 6.8 times higher than that of WCS-MPQKD with passive decoy states(WCS-PDS-MP-QKD).Meanwhile,the key transmission distance can reach 480 km,and surpasses the WCS-PDS-MP-QKD protocol by nearly 40 km.When the total pulse length is greater than 10^(11),the key generation rate is almost equal to that of infinite pulses.It is a promising QKD protocol that breaks the PLOB bound without requiring phase tracking and locking,has a longer transmission distance and a higher key generation rate,and eliminates the potential of side channel attack.
基金supported by the Innovation Program for Quantum Science and Technology(Grant No.2021ZD0300701)the National Key Research and Development Program of China(Grant No.2018YFA0306403)the Strategic Priority Research Program of Chinese Academy of Sciences(Grant No.XDB43000000).
文摘Quantum key distribution(QKD)is a method for secure communication that utilizes quantum mechanics principles to distribute cryptographic keys between parties.Integrated photonics offer benefits such as compactness,scalability,energy efficiency and the potential for extensive integration.We have achieved BB84 phase encoding and decoding,time-bin phase QKD,and the coherent one-way(COW)protocol on a planar lightwave circuit(PLC)platform.At the optimal temperature,our chip successfully prepared quantum states,performed decoding and calculated the secure key rate of the time-bin phasedecoding QKD to be 80.46 kbps over a 20 km transmission with a quantum bit error rate(QBER)of 4.23%.The secure key rate of the COW protocol was 18.18 kbps,with a phase error rate of 3.627%and a time error rate of 0.377%.The uniqueness of this technology lies in its combination of high integration and protocol flexibility,providing an innovative solution for the development of future quantum communication networks.
基金supported by the National Key R&D Program of China(No.2021YFB0301200)National Natural Science Foundation of China(No.62025208).
文摘Large-scale Language Models(LLMs)have achieved significant breakthroughs in Natural Language Processing(NLP),driven by the pre-training and fine-tuning paradigm.While this approach allows models to specialize in specific tasks with reduced training costs,the substantial memory requirements during fine-tuning present a barrier to broader deployment.Parameter-Efficient Fine-Tuning(PEFT)techniques,such as Low-Rank Adaptation(LoRA),and parameter quantization methods have emerged as solutions to address these challenges by optimizing memory usage and computational efficiency.Among these,QLoRA,which combines PEFT and quantization,has demonstrated notable success in reducing memory footprints during fine-tuning,prompting the development of various QLoRA variants.Despite these advancements,the quantitative impact of key variables on the fine-tuning performance of quantized LLMs remains underexplored.This study presents a comprehensive analysis of these key variables,focusing on their influence across different layer types and depths within LLM architectures.Our investigation uncovers several critical findings:(1)Larger layers,such as MLP layers,can maintain performance despite reductions in adapter rank,while smaller layers,like self-attention layers,aremore sensitive to such changes;(2)The effectiveness of balancing factors depends more on specific values rather than layer type or depth;(3)In quantization-aware fine-tuning,larger layers can effectively utilize smaller adapters,whereas smaller layers struggle to do so.These insights suggest that layer type is a more significant determinant of fine-tuning success than layer depth when optimizing quantized LLMs.Moreover,for the same discount of trainable parameters,reducing the trainable parameters in a larger layer is more effective in preserving fine-tuning accuracy than in a smaller one.This study provides valuable guidance for more efficient fine-tuning strategies and opens avenues for further research into optimizing LLM fine-tuning in resource-constrained environments.
文摘Upgrading of abundant cellulosic biomass to isosorbide can reduce the dependence on limited fossil resources and provide a sustainable way to produce isosorbide,utilized for polymers,medicine and health care product synth-esis.This review comprehensively examines the key steps and catalytic systems involved in the conversion of cel-lulose to isosorbide.Initially,the reaction pathway from cellulose to isosorbide is elucidated,emphasizing three critical steps:cellulose hydrolysis,glucose hydrogenation,and the two-step dehydration of sorbitol to produce isosorbide.Additionally,the activation energy and acidic sites during cellulose hydrolysis,the impact of metal particle size and catalyst support on hydrogenation,and the effects of catalyst acidity,pore structure,and reaction conditions on sorbitol dehydration have been thoroughly examined.Finally,the progress made in cellulose con-version to isosorbide is summarized,current challenges are highlighted,and future development trends are pro-jected in this review.
