BACKGROUND Approximately half of all new cases of gastric cancer(GC)and related deaths occur in China.More than 80%of patients with GC are diagnosed at an advanced stage,which results in poor prognosis.Although HER2-d...BACKGROUND Approximately half of all new cases of gastric cancer(GC)and related deaths occur in China.More than 80%of patients with GC are diagnosed at an advanced stage,which results in poor prognosis.Although HER2-directed therapy and immune checkpoint inhibitors have been somewhat successful,new drugs are still needed for the treatment of GC.Notably,several gene fusion-targeted drugs have been approved by the United States Food and Drug Administration for solid tumors,including GC,such as larotrectinib for NTRK fusion-positive cancers and zenocutuzumab for NRG1 fusion-positive cancers.However,gene fusions involving targetable genes have not been well characterized in Chinese patients with GC.AIM To identify the profile of fusions involving targetable genes in Chinese patients with GC using clinical specimens and determine the distribution of patients with gene fusion variants among the molecular subtypes of GC.METHODS We retrospectively analyzed gene fusion events in tumor tissue samples from 954 Chinese patients with GC.Clinicopathological characteristics were obtained from their medical records.Genetic alterations,such as single nucleotide variants,indels,amplifications,and gene fusions,were identified using a targeted sequencing panel containing 825 genes.Fusions were validated by fluorescence in situ hybridization(FISH)using break-apart probes.The microsatellite instability(MSI)status was evaluated using MSIsensor from the targeted sequencing panel data.Tumor mutational burden(TMB)was calculated using the total number of nonsynonymous mutations divided by the total genomic targeted region.Chi-square analysis was used to determine the enrichment of gene fusions associated with the molecular subtypes of GC.RESULTS We found that 1.68%(16/954)of patients harbored 20 fusion events involving targetable genes.RARA fusions(n=5)were the most common,followed by FGFR2,BRAF,MET,FGFR3,RET,ALK,EGFR,NTRK2,and NRG1 fusions.Two of the RARA fusions,EML4-ALK(E6:E20)and EGFRSEPTIN14(E7:E10),have been identified in other tumors but not in GC.Surprisingly,18 gene fusion events were previously not reported in any cancer types.Twelve of the eighteen novel gene fusions included complete exons encoding functional domains of targetable genes,such as the tyrosine kinase domain of receptor tyrosine kinases and the DNA-and ligand-binding domains of RARA.Consistent with the results of detection using the targeted sequencing fusion panel,the results of FISH(fluorescence in situ hybridization)confirmed the rearrangement of FGFR2 and BRAF in tumors from patients 04 and 09,respectively.Genetic analysis indicated that the fusion genes were significantly enriched in patients with ERBB2 amplification(P=0.02);however,there were no significant differences between fusion-positive and fusion-negative patients in age,sex,MSI status,and TMB.CONCLUSION We characterized the landscape of fusions involving targetable genes in a Chinese GC cohort and found that 1.68%of patients with GC harbor potential targetable gene fusions,which were enriched in patients with ERBB2 amplification.Gene fusion detection may provide a potential treatment strategy for patients with GC with disease progression following standard therapy.展开更多
Hydrogen peroxide(H2 O2), as important products of oxygen metabolism, plays an important role in many biological processes, such as immune responses and cellular signal transduction. However, abnormal production of H2...Hydrogen peroxide(H2 O2), as important products of oxygen metabolism, plays an important role in many biological processes, such as immune responses and cellular signal transduction. However, abnormal production of H2 O2 can damage cellular biomolecules, which was closely associated with many diseases.Thus, it is urgent to monitor the level change of H2 O2 in living cells, particularly at subcellular levels.Toward this end, a wide variety of H2 O2 fluorescent probes have been designed, developed and applied for imaging of H2 O2 in subcellular levels. In this review, we highlight the representative cases of H2 O2 fluorescent probes with mitochondria, nuclei and lysosomes-targetable ability. The review contains organelle target strategies, structures, fluorescence behavior and biological applications of these probes.展开更多
Metastatic pancreatic cancer(MPC) is one of the most aggressive malignancies, known to be chemo-resistant and have been recently considered resistant to some targeted therapies(TT). Erlotinib combined to gemcitabine i...Metastatic pancreatic cancer(MPC) is one of the most aggressive malignancies, known to be chemo-resistant and have been recently considered resistant to some targeted therapies(TT). Erlotinib combined to gemcitabine is the only targeted therapy that showed an overall survival benefit in MPC. New targets and therapeutic approaches, based on new-TT, are actually being evaluated in MPC going from immunotherapy, epigenetics, tumor suppressor gene and oncogenes to stromal matrix regulators. We aim in this paper to present the major causes rendering MPC an untargetable malignancy and to focus on the new therapeutic modalities based on TT in MPC.展开更多
Considering that hydrogen peroxide(H2O2)plays significant roles in oxidative stress,the cellular signal transduction and essential biological process regulation,the detection and imaging of H2O2 in living systems unde...Considering that hydrogen peroxide(H2O2)plays significant roles in oxidative stress,the cellular signal transduction and essential biological process regulation,the detection and imaging of H2O2 in living systems undertakes critical responsibility.Herein,we have developed a novel two-photon fluorescence turn on probe,named as Pyp-B for mitochondria H2O2 detection in living systems.Selectivity studies show that probe Pyp-B exhibit highly sensitive response toward H2O2 than other reactive oxygen species(ROS)and reactive nitrogen species(RNS)as well as biologically relevant species.The fluorescence colocalization studies demonstrate that the probe can localize in the mitochondria solely.Furthermore,as a bio-compatibility molecule,the highly selective and sensitive of fluorescence probe Pyp-B have been confirmed by its cell imaging application of H2O2 in living A549 cells and zebrafishes under the physiological conditions.展开更多
Epithelioid sarcoma(EpS)is a high-grade malignancy of unknown histogenesis first described in 1970[1],characterized by high rates of relapse and metastasis,with 5-year survival rates of 60%-75%[2].The only Food and Dr...Epithelioid sarcoma(EpS)is a high-grade malignancy of unknown histogenesis first described in 1970[1],characterized by high rates of relapse and metastasis,with 5-year survival rates of 60%-75%[2].The only Food and Drug Administration(FDA)-approved targeted therapy,the enhancer of zeste homology 2(EZH2)inhibitor tazemetostat,achieved transient responses in only 15%of patients[2].展开更多
Cholesterol is an important component of plasma membranes and participates in many basic life functions,such as the maintenance of cell membrane stability,the synthesis of steroid hormones,and myelination.Cholesterol ...Cholesterol is an important component of plasma membranes and participates in many basic life functions,such as the maintenance of cell membrane stability,the synthesis of steroid hormones,and myelination.Cholesterol plays a key role in the establishment and maintenance of the central nervous system.The brain contains 20%of the whole body’s cholesterol,80%of which is located within myelin.A huge number of processes(e.g.,the sterol regulatory element-binding protein pathway and liver X receptor pathway)participate in the regulation of cholesterol metabolism in the brain via mechanisms that include cholesterol biosynthesis,intracellular transport,and efflux.Certain brain injuries or diseases involving crosstalk among the processes above can affect normal cholesterol metabolism to induce detrimental consequences.Therefore,we hypothesized that cholesterol-related molecules and pathways can serve as therapeutic targets for central nervous system diseases.Intracerebral hemorrhage is the most severe hemorrhagic stroke subtype,with high mortality and morbidity.Historical cholesterol levels are associated with the risk of intracerebral hemorrhage.Moreover,secondary pathological changes after intracerebral hemorrhage are associated with cholesterol metabolism dysregulation,such as neuroinflammation,demyelination,and multiple types of programmed cell death.Intracellular cholesterol accumulation in the brain has been found after intracerebral hemorrhage.In this paper,we review normal cholesterol metabolism in the central nervous system,the mechanisms known to participate in the disturbance of cholesterol metabolism after intracerebral hemorrhage,and the links between cholesterol metabolism and cell death.We also review several possible and constructive therapeutic targets identified based on cholesterol metabolism to provide cholesterol-based perspectives and a reference for those interested in the treatment of intracerebral hemorrhage.展开更多
Regulated cell death is a form of cell death that is actively controlled by biomolecules.Several studies have shown that regulated cell death plays a key role after spinal cord injury.Pyroptosis and ferroptosis are ne...Regulated cell death is a form of cell death that is actively controlled by biomolecules.Several studies have shown that regulated cell death plays a key role after spinal cord injury.Pyroptosis and ferroptosis are newly discovered types of regulated cell deaths that have been shown to exacerbate inflammation and lead to cell death in damaged spinal cords.Autophagy,a complex form of cell death that is interconnected with various regulated cell death mechanisms,has garnered significant attention in the study of spinal cord injury.This injury triggers not only cell death but also cellular survival responses.Multiple signaling pathways play pivotal roles in influencing the processes of both deterioration and repair in spinal cord injury by regulating pyroptosis,ferroptosis,and autophagy.Therefore,this review aims to comprehensively examine the mechanisms underlying regulated cell deaths,the signaling pathways that modulate these mechanisms,and the potential therapeutic targets for spinal cord injury.Our analysis suggests that targeting the common regulatory signaling pathways of different regulated cell deaths could be a promising strategy to promote cell survival and enhance the repair of spinal cord injury.Moreover,a holistic approach that incorporates multiple regulated cell deaths and their regulatory pathways presents a promising multi-target therapeutic strategy for the management of spinal cord injury.展开更多
Peripheral nerve injury is a common neurological condition that often leads to severe functional limitations and disabilities.Research on the pathogenesis of peripheral nerve injury has focused on pathological changes...Peripheral nerve injury is a common neurological condition that often leads to severe functional limitations and disabilities.Research on the pathogenesis of peripheral nerve injury has focused on pathological changes at individual injury sites,neglecting multilevel pathological analysis of the overall nervous system and target organs.This has led to restrictions on current therapeutic approaches.In this paper,we first summarize the potential mechanisms of peripheral nerve injury from a holistic perspective,covering the central nervous system,peripheral nervous system,and target organs.After peripheral nerve injury,the cortical plasticity of the brain is altered due to damage to and regeneration of peripheral nerves;changes such as neuronal apoptosis and axonal demyelination occur in the spinal cord.The nerve will undergo axonal regeneration,activation of Schwann cells,inflammatory response,and vascular system regeneration at the injury site.Corresponding damage to target organs can occur,including skeletal muscle atrophy and sensory receptor disruption.We then provide a brief review of the research advances in therapeutic approaches to peripheral nerve injury.The main current treatments are conducted passively and include physical factor rehabilitation,pharmacological treatments,cell-based therapies,and physical exercise.However,most treatments only partially address the problem and cannot complete the systematic recovery of the entire central nervous system-peripheral nervous system-target organ pathway.Therefore,we should further explore multilevel treatment options that produce effective,long-lasting results,perhaps requiring a combination of passive(traditional)and active(novel)treatment methods to stimulate rehabilitation at the central-peripheral-target organ levels to achieve better functional recovery.展开更多
Ischemic stroke is a secondary cause of mortality worldwide,imposing considerable medical and economic burdens on society.Extracellular vesicles,serving as natural nanocarriers for drug delivery,exhibit excellent bioc...Ischemic stroke is a secondary cause of mortality worldwide,imposing considerable medical and economic burdens on society.Extracellular vesicles,serving as natural nanocarriers for drug delivery,exhibit excellent biocompatibility in vivo and have significant advantages in the management of ischemic stroke.However,the uncertain distribution and rapid clearance of extracellular vesicles impede their delivery efficiency.By utilizing membrane decoration or by encapsulating therapeutic cargo within extracellular vesicles,their delivery efficacy may be greatly improved.Furthermore,previous studies have indicated that microvesicles,a subset of large-sized extracellular vesicles,can transport mitochondria to neighboring cells,thereby aiding in the restoration of mitochondrial function post-ischemic stroke.Small extracellular vesicles have also demonstrated the capability to transfer mitochondrial components,such as proteins or deoxyribonucleic acid,or their sub-components,for extracellular vesicle-based ischemic stroke therapy.In this review,we undertake a comparative analysis of the isolation techniques employed for extracellular vesicles and present an overview of the current dominant extracellular vesicle modification methodologies.Given the complex facets of treating ischemic stroke,we also delineate various extracellular vesicle modification approaches which are suited to different facets of the treatment process.Moreover,given the burgeoning interest in mitochondrial delivery,we delved into the feasibility and existing research findings on the transportation of mitochondrial fractions or intact mitochondria through small extracellular vesicles and microvesicles to offer a fresh perspective on ischemic stroke therapy.展开更多
Alzheimer's disease poses a significant global health challenge owing to the progressive cognitive decline of patients and absence of curative treatments.The current therapeutic strategies,primarily based on choli...Alzheimer's disease poses a significant global health challenge owing to the progressive cognitive decline of patients and absence of curative treatments.The current therapeutic strategies,primarily based on cholinesterase inhibitors and N-methyl-Daspartate receptor antagonists,offer limited symptomatic relief without halting disease progression,highlighting an urgent need for novel research directions that address the key mechanisms underlying Alzheimer's disease.Recent studies have provided insights into the critical role of glycolysis,a fundamental energy metabolism pathway in the brain,in the pathogenesis of Alzheimer's disease.Alterations in glycolytic processes within neurons and glial cells,including microglia,astrocytes,and oligodendrocytes,have been identified as significant contributors to the pathological landscape of Alzheimer's disease.Glycolytic changes impact neuronal health and function,thus offering promising targets for therapeutic intervention.The purpose of this review is to consolidate current knowledge on the modifications in glycolysis associated with Alzheimer's disease and explore the mechanisms by which these abnormalities contribute to disease onset and progression.Comprehensive focus on the pathways through which glycolytic dysfunction influences Alzheimer's disease pathology should provide insights into potential therapeutic targets and strategies that pave the way for groundbreaking treatments,emphasizing the importance of understanding metabolic processes in the quest for clarification and management of Alzheimer's disease.展开更多
In this article,our nonlinear theory and technology for reducing the uncertainties of high-impact ocean‒atmosphere event predictions,with the conditional nonlinear optimal perturbation(CNOP)method as its core,are revi...In this article,our nonlinear theory and technology for reducing the uncertainties of high-impact ocean‒atmosphere event predictions,with the conditional nonlinear optimal perturbation(CNOP)method as its core,are reviewed,and the“spring predictability barrier”problem for El Nino‒Southern Oscillation events and targeted observation issues for tropical cyclone forecasts are taken as two representative examples.Nonlinear theory reveals that initial errors of particular spatial structures,environmental conditions,and nonlinear processes contribute to significant prediction errors,whereas nonlinear technology provides a pioneering approach for reducing observational and forecast errors via targeted observations through the application of the CNOP method.Follow-up research further validates the scientific rigor of the theory in revealing the nonlinear mechanism of significant prediction errors,and relevant practical field campaigns for targeted observations verify the effectiveness of the technology in reducing prediction uncertainties.The CNOP method has achieved international recognition;furthermore,its applications further extend to ensemble forecasts for weather and climate and further enrich the nonlinear technology for reducing prediction uncertainties.It is expected that this nonlinear theory and technology will play a considerably important role in reducing prediction uncertainties for high-impact weather and climate events.展开更多
Natural products(NPs)have historically been a fundamental source for drug discovery.Yet the complex nature of NPs presents substantial challenges in pinpointing bioactive constituents,and corresponding targets.In the ...Natural products(NPs)have historically been a fundamental source for drug discovery.Yet the complex nature of NPs presents substantial challenges in pinpointing bioactive constituents,and corresponding targets.In the present study,an innovative natural product virtual screening-interaction-phenotype(NP-VIP)strategy that integrates virtual screening,chemical proteomics,and metabolomics to identify and validate the bioactive targets of NPs.This approach reduces false positive results and enhances the efficiency of target identification.Salvia miltiorrhiza(SM),a herb with recognized therapeutic potential against ischemic stroke(IS),was used to illustrate the workflow.Utilizing virtual screening,chemical proteomics,and metabolomics,potential therapeutic targets for SM in the IS treatment were identified,totaling 29,100,and 78,respectively.Further analysis via the NP-VIP strategy highlighted five high-confidence targets,including poly[ADP-ribose]polymerase 1(PARP1),signal transducer and activator of transcription 3(STAT3),amyloid precursor protein(APP),glutamate-ammonia ligase(GLUL),and glutamate decarboxylase 67(GAD67).These targets were subsequently validated and found to play critical roles in the neuroprotective effects of SM.The study not only underscores the importance of SM in treating IS but also sets a precedent for NP research,proposing a comprehensive approach that could be adapted for broader pharmacological explorations.展开更多
Peripheral immunity forms the foundation of tumor immunity,while tumor immunity represents a more refined adaptation of peripheral immune responses.The tumor microenvironment(TME),a localized niche surrounding tumor c...Peripheral immunity forms the foundation of tumor immunity,while tumor immunity represents a more refined adaptation of peripheral immune responses.The tumor microenvironment(TME),a localized niche surrounding tumor cells,is inherently immunosuppressive(1,2).Effective tumor therapy necessitates the dismantling of this microenvironment,aiming to eradicate tumors from the host system.展开更多
An improved model based on you only look once version 8(YOLOv8)is proposed to solve the problem of low detection accuracy due to the diversity of object sizes in optical remote sensing images.Firstly,the feature pyram...An improved model based on you only look once version 8(YOLOv8)is proposed to solve the problem of low detection accuracy due to the diversity of object sizes in optical remote sensing images.Firstly,the feature pyramid network(FPN)structure of the original YOLOv8 mode is replaced by the generalized-FPN(GFPN)structure in GiraffeDet to realize the"cross-layer"and"cross-scale"adaptive feature fusion,to enrich the semantic information and spatial information on the feature map to improve the target detection ability of the model.Secondly,a pyramid-pool module of multi atrous spatial pyramid pooling(MASPP)is designed by using the idea of atrous convolution and feature pyramid structure to extract multi-scale features,so as to improve the processing ability of the model for multi-scale objects.The experimental results show that the detection accuracy of the improved YOLOv8 model on DIOR dataset is 92%and mean average precision(mAP)is 87.9%,respectively 3.5%and 1.7%higher than those of the original model.It is proved the detection and classification ability of the proposed model on multi-dimensional optical remote sensing target has been improved.展开更多
Background The synchronized absorption of amino acids(AAs)and glucose in the gut is crucial for effective AA utilization and protein synthesis in the body.The study investigated how the starch digestion rate and AA le...Background The synchronized absorption of amino acids(AAs)and glucose in the gut is crucial for effective AA utilization and protein synthesis in the body.The study investigated how the starch digestion rate and AA levels impact intestinal AA digestion,transport and metabolism,breast muscle protein metabolism,and growth in grower broilers.A total of 72021-day-old healthy male Arbor Acres Plus broilers were randomly assigned to 12 treatments,each with 6 replicates of 10 birds.The treatments comprised 3 different starch[corn:control,cassava:rapidly digestible starch(RDS),and pea:slowly digestible starch(SDS)]with 4 different AA levels[based on standardized ileal digestible lysine(SID Lys),0.92%,1.02%(as the standard),1.12%and 1.22%].Results An interaction between dietary starch sources and SID Lys levels significantly affected breast muscle yield(P=0.033).RDS and SDS diets,or SID Lys levels of 0.92%,1.02%,or 1.22%,significantly decreased the breast muscle yield of broilers in contrast to the corn starch diet with 1.12%SID Lys(P=0.033).The SID Lys levels of 1.12%and 1.22%markedly improved body weight(BW),body weight gain(BWG)from 22 to 42 days of age,and mRNA expression of y^(+)LAT1 and mTOR while reducing feed intake(FI)and feed/gain ratio(F/G)compared to the 0.92%SID Lys level(P<0.05).The SDS diet significantly decreased BW and BWG of broilers from 22 to 42 days of age,distal ileal starch digestibility,jejunal amylase and chymotrypsin activities,and mRNA expression of GLUT2 and y^(+)LAT1 compared to the corn starch diet(P<0.05).The RDS diet suppressed the breast muscle mass by down-regulating expression of mTOR,S6K1,and eIF4E and up-regulating expression of MuRF,CathepsinB,Atrogin-1,and M-calpain compared to the corn starch diet(P<0.05).Targeted metabolomics analysis revealed that the SDS diet significantly increased acetyl-CoA andα-ketoglutaric acid levels in the tricarboxylic acid(TCA)cycle(P<0.05)but decreased the ileal digestibility of Lys,Tyr,Leu,Asp,Ser,Gly,Pro,Arg,Ile,and Val compared to the corn starch group(P<0.05).Conclusion The SDS diet impaired broiler growth by reducing intestinal starch digestibility,which inhibited intestinal AA and glucose absorption and utilization,increased AA oxidation for energy supply,and lowered the efficiency of protein synthesis.Although the RDS diet resulted in growth performance similar to the corn starch diet,it reduced breast muscle mass by inhibiting protein synthesis and promoting degradation.展开更多
Atrial fibrillation(AF)is a prevalent cardiac arrhythmia with a multifactorial pathophysiology involving electrical,structural,and autonomic remodeling of the atria.AF is closely associated with elevated interleukin-6...Atrial fibrillation(AF)is a prevalent cardiac arrhythmia with a multifactorial pathophysiology involving electrical,structural,and autonomic remodeling of the atria.AF is closely associated with elevated interleukin-6(IL-6)levels,which contribute to atrial remodeling and the progression of AF.This review summarizes the mechanisms by which IL-6 promotes AF through inflammatory pathways,atrial fibrosis,electrical remodeling,and calcium mishandling.Experimental models have demonstrated that IL-6 neutralization reduces the incidence of AF,highlighting its potential as a therapeutic target.Future studies should focus on IL-6 blockade strategies to manage AF,aiming to improve patient outcomes.展开更多
Tomato plant diseases often first manifest on the leaves,making the detection of tomato leaf diseases particularly crucial for the tomato cultivation industry.However,conventional deep learning models face challenges ...Tomato plant diseases often first manifest on the leaves,making the detection of tomato leaf diseases particularly crucial for the tomato cultivation industry.However,conventional deep learning models face challenges such as large model sizes and slow detection speeds when deployed on resource-constrained platforms and agricultural machinery.This paper proposes a lightweight model for detecting tomato leaf diseases,named LT-YOLO,based on the YOLOv8n architecture.First,we enhance the C2f module into a RepViT Block(RVB)with decoupled token and channel mixers to reduce the cost of feature extraction.Next,we incorporate a novel Efficient Multi-Scale Attention(EMA)mechanism in the deeper layers of the backbone to improve detection of critical disease features.Additionally,we design a lightweight detection head,LT-Detect,using Partial Convolution(PConv)to significantly reduce the classification and localization costs during detection.Finally,we introduce a Receptive Field Block(RFB)in the shallow layers of the backbone to expand the model’s receptive field,enabling effective detection of diseases at various scales.The improved model reduces the number of parameters by 43%and the computational load by 50%.Additionally,it achieves a mean Average Precision(mAP)of 90.9%on a publicly available dataset containing 3641 images of tomato leaf diseases,with only a 0.7%decrease compared to the baseline model.This demonstrates that the model maintains excellent accuracy while being lightweight,making it suitable for rapid detection of tomato leaf diseases.展开更多
Metal complexes hold significant promise in tumor diagnosis and treatment.However,their potential applications in photodynamic therapy(PDT)are hindered by issues such as poor photostability,low yield of reactive oxyge...Metal complexes hold significant promise in tumor diagnosis and treatment.However,their potential applications in photodynamic therapy(PDT)are hindered by issues such as poor photostability,low yield of reactive oxygen species(ROS),and aggregation-induced ROS quenching.To address these challenges,we present a molecular self-assembly strategy utilizing aggregation-induced emission(AIE)conjugates for metal complexes.As a proof of concept,we synthesized a mitochondrial-targeting cyclometalated Ir(Ⅲ)photosensitizer Ir-TPE.This approach significantly enhances the photodynamic effect while mitigating the dark toxicity associated with AIE groups.Ir-TPE readily self-assembles into nanoaggregates in aqueous solution,leading to a significant production of ROS upon light irradiation.Photoirradiated Ir-TPE triggers multiple modes of death by excessively accumulating ROS in the mitochondria,resulting in mitochondrial DNA damage.This damage can lead to ferroptosis and autophagy,two forms of cell death that are highly cytotoxic to cancer cells.The aggregation-enhanced photodynamic effect of Ir-TPE significantly enhances the production of ROS,leading to a more pronounced cytotoxic effect.In vitro and in vivo experiments demonstrate this aggregation-enhanced PDT approach achieves effective in situ tumor eradication.This study not only addresses the limitations of metal complexes in terms of low ROS production due to aggregation but also highlights the potential of this strategy for enhancing ROS production in PDT.展开更多
Unmanned aerial vehicle(UAV)imagery poses significant challenges for object detection due to extreme scale variations,high-density small targets(68%in VisDrone dataset),and complex backgrounds.While YOLO-series models...Unmanned aerial vehicle(UAV)imagery poses significant challenges for object detection due to extreme scale variations,high-density small targets(68%in VisDrone dataset),and complex backgrounds.While YOLO-series models achieve speed-accuracy trade-offs via fixed convolution kernels and manual feature fusion,their rigid architectures struggle with multi-scale adaptability,as exemplified by YOLOv8n’s 36.4%mAP and 13.9%small-object AP on VisDrone2019.This paper presents YOLO-LE,a lightweight framework addressing these limitations through three novel designs:(1)We introduce the C2f-Dy and LDown modules to enhance the backbone’s sensitivity to small-object features while reducing backbone parameters,thereby improving model efficiency.(2)An adaptive feature fusion module is designed to dynamically integrate multi-scale feature maps,optimizing the neck structure,reducing neck complexity,and enhancing overall model performance.(3)We replace the original loss function with a distributed focal loss and incorporate a lightweight self-attention mechanism to improve small-object recognition and bounding box regression accuracy.Experimental results demonstrate that YOLO-LE achieves 39.9%mAP@0.5 on VisDrone2019,representing a 9.6%improvement over YOLOv8n,while maintaining 8.5 GFLOPs computational efficiency.This provides an efficient solution for UAV object detection in complex scenarios.展开更多
The muscular system plays a critical role in the human body by governing skeletal movement,cardiovascular function,and the activities of digestive organs.Additionally,muscle tissues serve an endocrine function by secr...The muscular system plays a critical role in the human body by governing skeletal movement,cardiovascular function,and the activities of digestive organs.Additionally,muscle tissues serve an endocrine function by secreting myogenic cytokines,thereby regulating metabolism throughout the entire body.Maintaining muscle function requires iron homeostasis.Recent studies suggest that disruptions in iron metabolism and ferroptosis,a form of iron-dependent cell death,are essential contributors to the progression of a wide range of muscle diseases and disorders,including sarcopenia,cardiomyopathy,and amyotrophic lateral sclerosis.Thus,a comprehensive overview of the mechanisms regulating iron metabolism and ferroptosis in these conditions is crucial for identifying potential therapeutic targets and developing new strategies for disease treatment and/or prevention.This review aims to summarize recent advances in understanding the molecular mechanisms underlying ferroptosis in the context of muscle injury,as well as associated muscle diseases and disorders.Moreover,we discuss potential targets within the ferroptosis pathway and possible strategies for managing muscle disorders.Finally,we shed new light on current limitations and future prospects for therapeutic interventions targeting ferroptosis.展开更多
文摘BACKGROUND Approximately half of all new cases of gastric cancer(GC)and related deaths occur in China.More than 80%of patients with GC are diagnosed at an advanced stage,which results in poor prognosis.Although HER2-directed therapy and immune checkpoint inhibitors have been somewhat successful,new drugs are still needed for the treatment of GC.Notably,several gene fusion-targeted drugs have been approved by the United States Food and Drug Administration for solid tumors,including GC,such as larotrectinib for NTRK fusion-positive cancers and zenocutuzumab for NRG1 fusion-positive cancers.However,gene fusions involving targetable genes have not been well characterized in Chinese patients with GC.AIM To identify the profile of fusions involving targetable genes in Chinese patients with GC using clinical specimens and determine the distribution of patients with gene fusion variants among the molecular subtypes of GC.METHODS We retrospectively analyzed gene fusion events in tumor tissue samples from 954 Chinese patients with GC.Clinicopathological characteristics were obtained from their medical records.Genetic alterations,such as single nucleotide variants,indels,amplifications,and gene fusions,were identified using a targeted sequencing panel containing 825 genes.Fusions were validated by fluorescence in situ hybridization(FISH)using break-apart probes.The microsatellite instability(MSI)status was evaluated using MSIsensor from the targeted sequencing panel data.Tumor mutational burden(TMB)was calculated using the total number of nonsynonymous mutations divided by the total genomic targeted region.Chi-square analysis was used to determine the enrichment of gene fusions associated with the molecular subtypes of GC.RESULTS We found that 1.68%(16/954)of patients harbored 20 fusion events involving targetable genes.RARA fusions(n=5)were the most common,followed by FGFR2,BRAF,MET,FGFR3,RET,ALK,EGFR,NTRK2,and NRG1 fusions.Two of the RARA fusions,EML4-ALK(E6:E20)and EGFRSEPTIN14(E7:E10),have been identified in other tumors but not in GC.Surprisingly,18 gene fusion events were previously not reported in any cancer types.Twelve of the eighteen novel gene fusions included complete exons encoding functional domains of targetable genes,such as the tyrosine kinase domain of receptor tyrosine kinases and the DNA-and ligand-binding domains of RARA.Consistent with the results of detection using the targeted sequencing fusion panel,the results of FISH(fluorescence in situ hybridization)confirmed the rearrangement of FGFR2 and BRAF in tumors from patients 04 and 09,respectively.Genetic analysis indicated that the fusion genes were significantly enriched in patients with ERBB2 amplification(P=0.02);however,there were no significant differences between fusion-positive and fusion-negative patients in age,sex,MSI status,and TMB.CONCLUSION We characterized the landscape of fusions involving targetable genes in a Chinese GC cohort and found that 1.68%of patients with GC harbor potential targetable gene fusions,which were enriched in patients with ERBB2 amplification.Gene fusion detection may provide a potential treatment strategy for patients with GC with disease progression following standard therapy.
基金the National Natural Science Foundation of China (Nos. 21705102, 21775096)the Shanxi Province Science Foundation for Youths (No. 201701D221061)+1 种基金Shanxi Province Foundation for Returnees (No. 2017-026)Scientific Instrument Center of Shanxi University (No. 201512)
文摘Hydrogen peroxide(H2 O2), as important products of oxygen metabolism, plays an important role in many biological processes, such as immune responses and cellular signal transduction. However, abnormal production of H2 O2 can damage cellular biomolecules, which was closely associated with many diseases.Thus, it is urgent to monitor the level change of H2 O2 in living cells, particularly at subcellular levels.Toward this end, a wide variety of H2 O2 fluorescent probes have been designed, developed and applied for imaging of H2 O2 in subcellular levels. In this review, we highlight the representative cases of H2 O2 fluorescent probes with mitochondria, nuclei and lysosomes-targetable ability. The review contains organelle target strategies, structures, fluorescence behavior and biological applications of these probes.
文摘Metastatic pancreatic cancer(MPC) is one of the most aggressive malignancies, known to be chemo-resistant and have been recently considered resistant to some targeted therapies(TT). Erlotinib combined to gemcitabine is the only targeted therapy that showed an overall survival benefit in MPC. New targets and therapeutic approaches, based on new-TT, are actually being evaluated in MPC going from immunotherapy, epigenetics, tumor suppressor gene and oncogenes to stromal matrix regulators. We aim in this paper to present the major causes rendering MPC an untargetable malignancy and to focus on the new therapeutic modalities based on TT in MPC.
基金the financial support from the National Natural Science Foundation of China(No.81860630)the China Postdoctoral Science Foundation(No.2019M662968)GuangdongBasic and Applied Basic Research Foundation(Nos.2019A1515110356,2019A1515110877)。
文摘Considering that hydrogen peroxide(H2O2)plays significant roles in oxidative stress,the cellular signal transduction and essential biological process regulation,the detection and imaging of H2O2 in living systems undertakes critical responsibility.Herein,we have developed a novel two-photon fluorescence turn on probe,named as Pyp-B for mitochondria H2O2 detection in living systems.Selectivity studies show that probe Pyp-B exhibit highly sensitive response toward H2O2 than other reactive oxygen species(ROS)and reactive nitrogen species(RNS)as well as biologically relevant species.The fluorescence colocalization studies demonstrate that the probe can localize in the mitochondria solely.Furthermore,as a bio-compatibility molecule,the highly selective and sensitive of fluorescence probe Pyp-B have been confirmed by its cell imaging application of H2O2 in living A549 cells and zebrafishes under the physiological conditions.
基金supported by a grant from the SMARCB1 associationsupported by grants from the Dr.Rolf M.Schwiete foundation(2021-007,2022-031)+11 种基金the Matthias-Lackas foundationthe Dr.Leopold und Carmen Ellinger foundationthe Deutsche Forschungsgemeinschaft(DFG 458891500)the Cancer Grand Challenges project PROTECTthe German Cancer Aid(DKH-7011411,DKH-70114278,DKH-70115315,DKH-70115914)the Ministry of Education and Research(BMBF,SMART-CARE and HEROES-AYA)the KiKa foundation(#486)the Fight Kids Cancer foundation(FKC-NEWtargets)the KiTZ-Foundation in memory of Kirstin Diehl,the KiTZPMC twinning programthe German Cancer Consortium(DKTK,PRedictAHR)the Barbara and Wilfried Mohr foundationThe laboratory of Thomas G.P.Grünewald is co-funded by the European Union(ERC,CANCERHARAKIRI,101122595).
文摘Epithelioid sarcoma(EpS)is a high-grade malignancy of unknown histogenesis first described in 1970[1],characterized by high rates of relapse and metastasis,with 5-year survival rates of 60%-75%[2].The only Food and Drug Administration(FDA)-approved targeted therapy,the enhancer of zeste homology 2(EZH2)inhibitor tazemetostat,achieved transient responses in only 15%of patients[2].
基金supported by the National Natural Science Foundation of China,No.82072110Suzhou Municipal Science and Technology Bureau,No.SKJY2021046+1 种基金Shanghai Key Lab of Forensic Medicine&Key Lab of Forensic Science,Ministry of Justice,China(Academy of Forensic Science),No.KF202201a Project Funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions(PAPD)(all to TW).
文摘Cholesterol is an important component of plasma membranes and participates in many basic life functions,such as the maintenance of cell membrane stability,the synthesis of steroid hormones,and myelination.Cholesterol plays a key role in the establishment and maintenance of the central nervous system.The brain contains 20%of the whole body’s cholesterol,80%of which is located within myelin.A huge number of processes(e.g.,the sterol regulatory element-binding protein pathway and liver X receptor pathway)participate in the regulation of cholesterol metabolism in the brain via mechanisms that include cholesterol biosynthesis,intracellular transport,and efflux.Certain brain injuries or diseases involving crosstalk among the processes above can affect normal cholesterol metabolism to induce detrimental consequences.Therefore,we hypothesized that cholesterol-related molecules and pathways can serve as therapeutic targets for central nervous system diseases.Intracerebral hemorrhage is the most severe hemorrhagic stroke subtype,with high mortality and morbidity.Historical cholesterol levels are associated with the risk of intracerebral hemorrhage.Moreover,secondary pathological changes after intracerebral hemorrhage are associated with cholesterol metabolism dysregulation,such as neuroinflammation,demyelination,and multiple types of programmed cell death.Intracellular cholesterol accumulation in the brain has been found after intracerebral hemorrhage.In this paper,we review normal cholesterol metabolism in the central nervous system,the mechanisms known to participate in the disturbance of cholesterol metabolism after intracerebral hemorrhage,and the links between cholesterol metabolism and cell death.We also review several possible and constructive therapeutic targets identified based on cholesterol metabolism to provide cholesterol-based perspectives and a reference for those interested in the treatment of intracerebral hemorrhage.
基金supported by the Natural Science Foundation of Fujian Province,No.2021J02035(to WX).
文摘Regulated cell death is a form of cell death that is actively controlled by biomolecules.Several studies have shown that regulated cell death plays a key role after spinal cord injury.Pyroptosis and ferroptosis are newly discovered types of regulated cell deaths that have been shown to exacerbate inflammation and lead to cell death in damaged spinal cords.Autophagy,a complex form of cell death that is interconnected with various regulated cell death mechanisms,has garnered significant attention in the study of spinal cord injury.This injury triggers not only cell death but also cellular survival responses.Multiple signaling pathways play pivotal roles in influencing the processes of both deterioration and repair in spinal cord injury by regulating pyroptosis,ferroptosis,and autophagy.Therefore,this review aims to comprehensively examine the mechanisms underlying regulated cell deaths,the signaling pathways that modulate these mechanisms,and the potential therapeutic targets for spinal cord injury.Our analysis suggests that targeting the common regulatory signaling pathways of different regulated cell deaths could be a promising strategy to promote cell survival and enhance the repair of spinal cord injury.Moreover,a holistic approach that incorporates multiple regulated cell deaths and their regulatory pathways presents a promising multi-target therapeutic strategy for the management of spinal cord injury.
基金supported by grants from the Natural Science Foundation of Tianjin(General Program),Nos.23JCYBJC01390(to RL),22JCYBJC00220(to XC),and 22JCYBJC00210(to QL).
文摘Peripheral nerve injury is a common neurological condition that often leads to severe functional limitations and disabilities.Research on the pathogenesis of peripheral nerve injury has focused on pathological changes at individual injury sites,neglecting multilevel pathological analysis of the overall nervous system and target organs.This has led to restrictions on current therapeutic approaches.In this paper,we first summarize the potential mechanisms of peripheral nerve injury from a holistic perspective,covering the central nervous system,peripheral nervous system,and target organs.After peripheral nerve injury,the cortical plasticity of the brain is altered due to damage to and regeneration of peripheral nerves;changes such as neuronal apoptosis and axonal demyelination occur in the spinal cord.The nerve will undergo axonal regeneration,activation of Schwann cells,inflammatory response,and vascular system regeneration at the injury site.Corresponding damage to target organs can occur,including skeletal muscle atrophy and sensory receptor disruption.We then provide a brief review of the research advances in therapeutic approaches to peripheral nerve injury.The main current treatments are conducted passively and include physical factor rehabilitation,pharmacological treatments,cell-based therapies,and physical exercise.However,most treatments only partially address the problem and cannot complete the systematic recovery of the entire central nervous system-peripheral nervous system-target organ pathway.Therefore,we should further explore multilevel treatment options that produce effective,long-lasting results,perhaps requiring a combination of passive(traditional)and active(novel)treatment methods to stimulate rehabilitation at the central-peripheral-target organ levels to achieve better functional recovery.
基金supported by the grants from University of Macao,China,Nos.MYRG2022-00221-ICMS(to YZ)and MYRG-CRG2022-00011-ICMS(to RW)the Natural Science Foundation of Guangdong Province,No.2023A1515010034(to YZ)。
文摘Ischemic stroke is a secondary cause of mortality worldwide,imposing considerable medical and economic burdens on society.Extracellular vesicles,serving as natural nanocarriers for drug delivery,exhibit excellent biocompatibility in vivo and have significant advantages in the management of ischemic stroke.However,the uncertain distribution and rapid clearance of extracellular vesicles impede their delivery efficiency.By utilizing membrane decoration or by encapsulating therapeutic cargo within extracellular vesicles,their delivery efficacy may be greatly improved.Furthermore,previous studies have indicated that microvesicles,a subset of large-sized extracellular vesicles,can transport mitochondria to neighboring cells,thereby aiding in the restoration of mitochondrial function post-ischemic stroke.Small extracellular vesicles have also demonstrated the capability to transfer mitochondrial components,such as proteins or deoxyribonucleic acid,or their sub-components,for extracellular vesicle-based ischemic stroke therapy.In this review,we undertake a comparative analysis of the isolation techniques employed for extracellular vesicles and present an overview of the current dominant extracellular vesicle modification methodologies.Given the complex facets of treating ischemic stroke,we also delineate various extracellular vesicle modification approaches which are suited to different facets of the treatment process.Moreover,given the burgeoning interest in mitochondrial delivery,we delved into the feasibility and existing research findings on the transportation of mitochondrial fractions or intact mitochondria through small extracellular vesicles and microvesicles to offer a fresh perspective on ischemic stroke therapy.
基金supported by the National Natural Science Foundation of China,No.82271214(to ZY)the Natural Science Foundation of Hubei Province of China,No.2022CFB109(to ZY)。
文摘Alzheimer's disease poses a significant global health challenge owing to the progressive cognitive decline of patients and absence of curative treatments.The current therapeutic strategies,primarily based on cholinesterase inhibitors and N-methyl-Daspartate receptor antagonists,offer limited symptomatic relief without halting disease progression,highlighting an urgent need for novel research directions that address the key mechanisms underlying Alzheimer's disease.Recent studies have provided insights into the critical role of glycolysis,a fundamental energy metabolism pathway in the brain,in the pathogenesis of Alzheimer's disease.Alterations in glycolytic processes within neurons and glial cells,including microglia,astrocytes,and oligodendrocytes,have been identified as significant contributors to the pathological landscape of Alzheimer's disease.Glycolytic changes impact neuronal health and function,thus offering promising targets for therapeutic intervention.The purpose of this review is to consolidate current knowledge on the modifications in glycolysis associated with Alzheimer's disease and explore the mechanisms by which these abnormalities contribute to disease onset and progression.Comprehensive focus on the pathways through which glycolytic dysfunction influences Alzheimer's disease pathology should provide insights into potential therapeutic targets and strategies that pave the way for groundbreaking treatments,emphasizing the importance of understanding metabolic processes in the quest for clarification and management of Alzheimer's disease.
基金sponsored by the National Natural Science Foun-dation of China(Grant No.42330111).
文摘In this article,our nonlinear theory and technology for reducing the uncertainties of high-impact ocean‒atmosphere event predictions,with the conditional nonlinear optimal perturbation(CNOP)method as its core,are reviewed,and the“spring predictability barrier”problem for El Nino‒Southern Oscillation events and targeted observation issues for tropical cyclone forecasts are taken as two representative examples.Nonlinear theory reveals that initial errors of particular spatial structures,environmental conditions,and nonlinear processes contribute to significant prediction errors,whereas nonlinear technology provides a pioneering approach for reducing observational and forecast errors via targeted observations through the application of the CNOP method.Follow-up research further validates the scientific rigor of the theory in revealing the nonlinear mechanism of significant prediction errors,and relevant practical field campaigns for targeted observations verify the effectiveness of the technology in reducing prediction uncertainties.The CNOP method has achieved international recognition;furthermore,its applications further extend to ensemble forecasts for weather and climate and further enrich the nonlinear technology for reducing prediction uncertainties.It is expected that this nonlinear theory and technology will play a considerably important role in reducing prediction uncertainties for high-impact weather and climate events.
基金supported by the National Natural Science Foundations of China(Grant No.:82204584)Liaoning Provincial Science and Technology Projects,China(Project No.:2021JH1/10400055).
文摘Natural products(NPs)have historically been a fundamental source for drug discovery.Yet the complex nature of NPs presents substantial challenges in pinpointing bioactive constituents,and corresponding targets.In the present study,an innovative natural product virtual screening-interaction-phenotype(NP-VIP)strategy that integrates virtual screening,chemical proteomics,and metabolomics to identify and validate the bioactive targets of NPs.This approach reduces false positive results and enhances the efficiency of target identification.Salvia miltiorrhiza(SM),a herb with recognized therapeutic potential against ischemic stroke(IS),was used to illustrate the workflow.Utilizing virtual screening,chemical proteomics,and metabolomics,potential therapeutic targets for SM in the IS treatment were identified,totaling 29,100,and 78,respectively.Further analysis via the NP-VIP strategy highlighted five high-confidence targets,including poly[ADP-ribose]polymerase 1(PARP1),signal transducer and activator of transcription 3(STAT3),amyloid precursor protein(APP),glutamate-ammonia ligase(GLUL),and glutamate decarboxylase 67(GAD67).These targets were subsequently validated and found to play critical roles in the neuroprotective effects of SM.The study not only underscores the importance of SM in treating IS but also sets a precedent for NP research,proposing a comprehensive approach that could be adapted for broader pharmacological explorations.
文摘Peripheral immunity forms the foundation of tumor immunity,while tumor immunity represents a more refined adaptation of peripheral immune responses.The tumor microenvironment(TME),a localized niche surrounding tumor cells,is inherently immunosuppressive(1,2).Effective tumor therapy necessitates the dismantling of this microenvironment,aiming to eradicate tumors from the host system.
基金supported by the National Natural Science Foundation of China(No.62241109)the Tianjin Science and Technology Commissioner Project(No.20YDTPJC01110)。
文摘An improved model based on you only look once version 8(YOLOv8)is proposed to solve the problem of low detection accuracy due to the diversity of object sizes in optical remote sensing images.Firstly,the feature pyramid network(FPN)structure of the original YOLOv8 mode is replaced by the generalized-FPN(GFPN)structure in GiraffeDet to realize the"cross-layer"and"cross-scale"adaptive feature fusion,to enrich the semantic information and spatial information on the feature map to improve the target detection ability of the model.Secondly,a pyramid-pool module of multi atrous spatial pyramid pooling(MASPP)is designed by using the idea of atrous convolution and feature pyramid structure to extract multi-scale features,so as to improve the processing ability of the model for multi-scale objects.The experimental results show that the detection accuracy of the improved YOLOv8 model on DIOR dataset is 92%and mean average precision(mAP)is 87.9%,respectively 3.5%and 1.7%higher than those of the original model.It is proved the detection and classification ability of the proposed model on multi-dimensional optical remote sensing target has been improved.
基金supported by the National Key R&D Program of China(2021YFD1300404)。
文摘Background The synchronized absorption of amino acids(AAs)and glucose in the gut is crucial for effective AA utilization and protein synthesis in the body.The study investigated how the starch digestion rate and AA levels impact intestinal AA digestion,transport and metabolism,breast muscle protein metabolism,and growth in grower broilers.A total of 72021-day-old healthy male Arbor Acres Plus broilers were randomly assigned to 12 treatments,each with 6 replicates of 10 birds.The treatments comprised 3 different starch[corn:control,cassava:rapidly digestible starch(RDS),and pea:slowly digestible starch(SDS)]with 4 different AA levels[based on standardized ileal digestible lysine(SID Lys),0.92%,1.02%(as the standard),1.12%and 1.22%].Results An interaction between dietary starch sources and SID Lys levels significantly affected breast muscle yield(P=0.033).RDS and SDS diets,or SID Lys levels of 0.92%,1.02%,or 1.22%,significantly decreased the breast muscle yield of broilers in contrast to the corn starch diet with 1.12%SID Lys(P=0.033).The SID Lys levels of 1.12%and 1.22%markedly improved body weight(BW),body weight gain(BWG)from 22 to 42 days of age,and mRNA expression of y^(+)LAT1 and mTOR while reducing feed intake(FI)and feed/gain ratio(F/G)compared to the 0.92%SID Lys level(P<0.05).The SDS diet significantly decreased BW and BWG of broilers from 22 to 42 days of age,distal ileal starch digestibility,jejunal amylase and chymotrypsin activities,and mRNA expression of GLUT2 and y^(+)LAT1 compared to the corn starch diet(P<0.05).The RDS diet suppressed the breast muscle mass by down-regulating expression of mTOR,S6K1,and eIF4E and up-regulating expression of MuRF,CathepsinB,Atrogin-1,and M-calpain compared to the corn starch diet(P<0.05).Targeted metabolomics analysis revealed that the SDS diet significantly increased acetyl-CoA andα-ketoglutaric acid levels in the tricarboxylic acid(TCA)cycle(P<0.05)but decreased the ileal digestibility of Lys,Tyr,Leu,Asp,Ser,Gly,Pro,Arg,Ile,and Val compared to the corn starch group(P<0.05).Conclusion The SDS diet impaired broiler growth by reducing intestinal starch digestibility,which inhibited intestinal AA and glucose absorption and utilization,increased AA oxidation for energy supply,and lowered the efficiency of protein synthesis.Although the RDS diet resulted in growth performance similar to the corn starch diet,it reduced breast muscle mass by inhibiting protein synthesis and promoting degradation.
基金supported by the National Natural Science Foundation of China(No.82170326 and No.82470328 to Y.D.,No.82100339 to Q.D.).
文摘Atrial fibrillation(AF)is a prevalent cardiac arrhythmia with a multifactorial pathophysiology involving electrical,structural,and autonomic remodeling of the atria.AF is closely associated with elevated interleukin-6(IL-6)levels,which contribute to atrial remodeling and the progression of AF.This review summarizes the mechanisms by which IL-6 promotes AF through inflammatory pathways,atrial fibrosis,electrical remodeling,and calcium mishandling.Experimental models have demonstrated that IL-6 neutralization reduces the incidence of AF,highlighting its potential as a therapeutic target.Future studies should focus on IL-6 blockade strategies to manage AF,aiming to improve patient outcomes.
文摘Tomato plant diseases often first manifest on the leaves,making the detection of tomato leaf diseases particularly crucial for the tomato cultivation industry.However,conventional deep learning models face challenges such as large model sizes and slow detection speeds when deployed on resource-constrained platforms and agricultural machinery.This paper proposes a lightweight model for detecting tomato leaf diseases,named LT-YOLO,based on the YOLOv8n architecture.First,we enhance the C2f module into a RepViT Block(RVB)with decoupled token and channel mixers to reduce the cost of feature extraction.Next,we incorporate a novel Efficient Multi-Scale Attention(EMA)mechanism in the deeper layers of the backbone to improve detection of critical disease features.Additionally,we design a lightweight detection head,LT-Detect,using Partial Convolution(PConv)to significantly reduce the classification and localization costs during detection.Finally,we introduce a Receptive Field Block(RFB)in the shallow layers of the backbone to expand the model’s receptive field,enabling effective detection of diseases at various scales.The improved model reduces the number of parameters by 43%and the computational load by 50%.Additionally,it achieves a mean Average Precision(mAP)of 90.9%on a publicly available dataset containing 3641 images of tomato leaf diseases,with only a 0.7%decrease compared to the baseline model.This demonstrates that the model maintains excellent accuracy while being lightweight,making it suitable for rapid detection of tomato leaf diseases.
基金support from the National Natural Science Foundation of China(Nos.22277056,21977052)the Distinguished Young Scholars of Jiangsu Province(No.BK20230006)+2 种基金the Natural Science Foundation of Jiangsu Province(Nos.BK20230977,BK20231090)the Natural Science Foundation of the Higher Education Institutions of Jiangsu Province(No.23KJB150020)the Jiangsu Excellent Postdoctoral Program(No.2022ZB758)。
文摘Metal complexes hold significant promise in tumor diagnosis and treatment.However,their potential applications in photodynamic therapy(PDT)are hindered by issues such as poor photostability,low yield of reactive oxygen species(ROS),and aggregation-induced ROS quenching.To address these challenges,we present a molecular self-assembly strategy utilizing aggregation-induced emission(AIE)conjugates for metal complexes.As a proof of concept,we synthesized a mitochondrial-targeting cyclometalated Ir(Ⅲ)photosensitizer Ir-TPE.This approach significantly enhances the photodynamic effect while mitigating the dark toxicity associated with AIE groups.Ir-TPE readily self-assembles into nanoaggregates in aqueous solution,leading to a significant production of ROS upon light irradiation.Photoirradiated Ir-TPE triggers multiple modes of death by excessively accumulating ROS in the mitochondria,resulting in mitochondrial DNA damage.This damage can lead to ferroptosis and autophagy,two forms of cell death that are highly cytotoxic to cancer cells.The aggregation-enhanced photodynamic effect of Ir-TPE significantly enhances the production of ROS,leading to a more pronounced cytotoxic effect.In vitro and in vivo experiments demonstrate this aggregation-enhanced PDT approach achieves effective in situ tumor eradication.This study not only addresses the limitations of metal complexes in terms of low ROS production due to aggregation but also highlights the potential of this strategy for enhancing ROS production in PDT.
文摘Unmanned aerial vehicle(UAV)imagery poses significant challenges for object detection due to extreme scale variations,high-density small targets(68%in VisDrone dataset),and complex backgrounds.While YOLO-series models achieve speed-accuracy trade-offs via fixed convolution kernels and manual feature fusion,their rigid architectures struggle with multi-scale adaptability,as exemplified by YOLOv8n’s 36.4%mAP and 13.9%small-object AP on VisDrone2019.This paper presents YOLO-LE,a lightweight framework addressing these limitations through three novel designs:(1)We introduce the C2f-Dy and LDown modules to enhance the backbone’s sensitivity to small-object features while reducing backbone parameters,thereby improving model efficiency.(2)An adaptive feature fusion module is designed to dynamically integrate multi-scale feature maps,optimizing the neck structure,reducing neck complexity,and enhancing overall model performance.(3)We replace the original loss function with a distributed focal loss and incorporate a lightweight self-attention mechanism to improve small-object recognition and bounding box regression accuracy.Experimental results demonstrate that YOLO-LE achieves 39.9%mAP@0.5 on VisDrone2019,representing a 9.6%improvement over YOLOv8n,while maintaining 8.5 GFLOPs computational efficiency.This provides an efficient solution for UAV object detection in complex scenarios.
基金the National Natural Science Foundation of China(82471593 to J.M.32330047 and 31930057 to F.W.+2 种基金and 82071970 to Y.W.and 82072506 to Y.L.)the Science Fund for Distinguished Young Scholars of Hubei Province(2023AFA109 to Y.W.)Hubei Provincial Natural Science Foundation of China(2024AFB963 to Q.R.).
文摘The muscular system plays a critical role in the human body by governing skeletal movement,cardiovascular function,and the activities of digestive organs.Additionally,muscle tissues serve an endocrine function by secreting myogenic cytokines,thereby regulating metabolism throughout the entire body.Maintaining muscle function requires iron homeostasis.Recent studies suggest that disruptions in iron metabolism and ferroptosis,a form of iron-dependent cell death,are essential contributors to the progression of a wide range of muscle diseases and disorders,including sarcopenia,cardiomyopathy,and amyotrophic lateral sclerosis.Thus,a comprehensive overview of the mechanisms regulating iron metabolism and ferroptosis in these conditions is crucial for identifying potential therapeutic targets and developing new strategies for disease treatment and/or prevention.This review aims to summarize recent advances in understanding the molecular mechanisms underlying ferroptosis in the context of muscle injury,as well as associated muscle diseases and disorders.Moreover,we discuss potential targets within the ferroptosis pathway and possible strategies for managing muscle disorders.Finally,we shed new light on current limitations and future prospects for therapeutic interventions targeting ferroptosis.
