Flavonoids are structurally diverse and the most ubiquitous groups of polyphenols distributed in the various plants,which possess intensive biological activities.In this study,the interaction mechanisms between four f...Flavonoids are structurally diverse and the most ubiquitous groups of polyphenols distributed in the various plants,which possess intensive biological activities.In this study,the interaction mechanisms between four flavonoids containing one glucose unit with similar molecular weight isolated from the Tibetan medicinal herb Pyrethrum tatsienense,namely.apigenin-7-O-β-D-glucoside（1）,luteolin-7-O-β-D-glucoside（2）.quercetin-7-O-β-D-glucoside（3）.quercetin-3-O-β-D-glycoside（4）.and human serum albumin（HSA）,were investigated by fluorescence.UV-vis absorbance,circular dichroism,and molecular modeling.The effects of biological metal ions Mg2＋,Zn2＋,and Cu2＋ on the binding affinity between flavonoids and HSA were further examined.Structure-activity relationships of four flavonoids binding to HSA were discussed in depth and some meaningful conclusions have been drawn by the experiment data and theoretical simulation.In addition,an interesting phenomenon was observed that the microenvironment of the binding site I in HSA has hardly changed in the presence of 4 differentiating from the other three flavonoids on the basis of conformation investigations.展开更多
Themulti-skill resource-constrained project scheduling problem(MS-RCPSP)is a significantmanagement science problem that extends from the resource-constrained project scheduling problem(RCPSP)and is integrated with a r...Themulti-skill resource-constrained project scheduling problem(MS-RCPSP)is a significantmanagement science problem that extends from the resource-constrained project scheduling problem(RCPSP)and is integrated with a real project and production environment.To solve MS-RCPSP,it is an efficient method to use dispatching rules combined with a parallel scheduling mechanism to generate a scheduling scheme.This paper proposes an improved gene expression programming(IGEP)approach to explore newly dispatching rules that can broadly solve MS-RCPSP.A new backward traversal decoding mechanism,and several neighborhood operators are applied in IGEP.The backward traversal decoding mechanism dramatically reduces the space complexity in the decoding process,and improves the algorithm’s performance.Several neighborhood operators improve the exploration of the potential search space.The experiment takes the intelligent multi-objective project scheduling environment(iMOPSE)benchmark dataset as the training set and testing set of IGEP.Ten newly dispatching rules are discovered and extracted by IGEP,and eight out of ten are superior to other typical dispatching rules.展开更多
Background:Prolonged sitting and reduced physical activity lead to low energy expenditures.However,little is known about the joint impact of daily sitting time and physical activity on body fat distribution.We investi...Background:Prolonged sitting and reduced physical activity lead to low energy expenditures.However,little is known about the joint impact of daily sitting time and physical activity on body fat distribution.We investigated the independent and joint associations of daily sitting time and physical activity with body fat among adults.Methods:This was a cross-sectional analysis of U.S.nationally representative data from the National Health and Nutrition Examination Survey2011-2018 among adults aged 20 years or older.Daily sitting time and leisure-time physical activity(LTPA)were self-reported using the Global Physical Activity Questionnaire.Body fat(total and trunk fat percentage)was determined via dual X-ray absorptiometry.Results:Among 10,808 adults,about 54.6%spent 6 h/day or more sitting;more than one-half reported no LTPA(inactive)or less than 150 min/week LTPA(insufficiently active)with only 43.3%reported 150 min/week or more LTPA(active)in the past week.After fully adjusting for sociodemographic data,lifestyle behaviors,and chronic conditions,prolonged sitting time and low levels of LTPA were associated with higher total and trunk fat percentages in both sexes.When stratifying by LTPA,the association between daily sitting time and body fat appeared to be stronger in those who were inactive/insuufficiently active.In the joint analyses,inactive/insuufficiently active adults who reported sitting more than 8 h/day had the highest total(female:3.99%(95%confidence interval(95%CI):3.09%-4.88%);male:3.79%(95%CI:2.75%-4.82%))and trunk body fat percentages(female:4.21%(95%CI:3.09%-5.32%);male:4.07%(95%CI:2.95%-5.19%))when compared with those who were active and sitting less than 4 h/day.Conclusion:Prolonged daily sitting time was associated with increased body fat among U.S.adults.The higher body fat associated with 6 h/day sitting may not be offset by achieving recommended levels of physical activity.展开更多
Malocclusion,identified by the World Health Organization(WHO)as one of three major oral diseases,profoundly impacts the dental-maxillofacial functions,facial esthetics,and long-term development of~260 million children...Malocclusion,identified by the World Health Organization(WHO)as one of three major oral diseases,profoundly impacts the dental-maxillofacial functions,facial esthetics,and long-term development of~260 million children in China.Beyond its physical manifestations,malocclusion also significantly influences the psycho-social well-being of these children.Timely intervention in malocclusion can foster an environment conducive to dental-maxillofacial development and substantially decrease the incidence of malocclusion or reduce the severity and complexity of malocclusion in the permanent dentition,by mitigating the negative impact of abnormal environmental influences on the growth.Early orthodontic treatment encompasses accurate identification and treatment of dental and maxillofacial morphological and functional abnormalities during various stages of dental-maxillofacial development,ranging from fetal stages to the early permanent dentition phase.From an economic and societal standpoint,the urgency for effective early orthodontic treatments for malocclusions in childhood cannot be overstated,underlining its profound practical and social importance.This consensus paper discusses the characteristics and the detrimental effects of malocclusion in children,emphasizing critical need for early treatment.It elaborates on corresponding core principles and fundamental approaches in early orthodontics,proposing comprehensive guidance for preventive and interceptive orthodontic treatment,serving as a reference for clinicians engaged in early orthodontic treatment.展开更多
Panicle architecture is an agronomic determinant of crop yield and a target for cereal crop improvement.To investigate its molecular mechanisms in rice,we performed map-based cloning and characterization of OPEN PANIC...Panicle architecture is an agronomic determinant of crop yield and a target for cereal crop improvement.To investigate its molecular mechanisms in rice,we performed map-based cloning and characterization of OPEN PANICLE 1(OP1),a gain-of-function allele of LIGULELESS 1(LG1),controlling the spread-panicle phenotype.This allele results from a 48-bp deletion in the LG1 upstream region and promotes pulvinus development at the base of the primary branch.Increased OP1 expression and altered panicle phenotype in chimeric transgenic plants and upstream-region knockout mutants indicated that the deletion regulates spread-panicle architecture in the mutant spread panicle 1(sp1).Knocking out BRASSINOSTEROID UPREGULATED1(BU1)gene in the background of OP1 complementary plants resulted in compact panicles,suggesting OP1 may regulate inflorescence architecture via the brassinosteroid signaling pathway.We regard that manipulating the upstream regulatory region of OP1 or genes involved in BR signal pathway could be an efficient way to improve rice inflorescence architecture.展开更多
Fine-grained recognition of ships based on remote sensing images is crucial to safeguarding maritime rights and interests and maintaining national security.Currently,with the emergence of massive high-resolution multi...Fine-grained recognition of ships based on remote sensing images is crucial to safeguarding maritime rights and interests and maintaining national security.Currently,with the emergence of massive high-resolution multi-modality images,the use of multi-modality images for fine-grained recognition has become a promising technology.Fine-grained recognition of multi-modality images imposes higher requirements on the dataset samples.The key to the problem is how to extract and fuse the complementary features of multi-modality images to obtain more discriminative fusion features.The attention mechanism helps the model to pinpoint the key information in the image,resulting in a significant improvement in the model’s performance.In this paper,a dataset for fine-grained recognition of ships based on visible and near-infrared multi-modality remote sensing images has been proposed first,named Dataset for Multimodal Fine-grained Recognition of Ships(DMFGRS).It includes 1,635 pairs of visible and near-infrared remote sensing images divided into 20 categories,collated from digital orthophotos model provided by commercial remote sensing satellites.DMFGRS provides two types of annotation format files,as well as segmentation mask images corresponding to the ship targets.Then,a Multimodal Information Cross-Enhancement Network(MICE-Net)fusing features of visible and near-infrared remote sensing images,has been proposed.In the network,a dual-branch feature extraction and fusion module has been designed to obtain more expressive features.The Feature Cross Enhancement Module(FCEM)achieves the fusion enhancement of the two modal features by making the channel attention and spatial attention work cross-functionally on the feature map.A benchmark is established by evaluating state-of-the-art object recognition algorithms on DMFGRS.MICE-Net conducted experiments on DMFGRS,and the precision,recall,mAP0.5 and mAP0.5:0.95 reached 87%,77.1%,83.8%and 63.9%,respectively.Extensive experiments demonstrate that the proposed MICE-Net has more excellent performance on DMFGRS.Built on lightweight network YOLO,the model has excellent generalizability,and thus has good potential for application in real-life scenarios.展开更多
Myopia is a huge health problem due to its high frequency,vision losses and public health cost.According to the World Health Organization,at least 2.2 billion people have vision impairment.Although myopia can be contr...Myopia is a huge health problem due to its high frequency,vision losses and public health cost.According to the World Health Organization,at least 2.2 billion people have vision impairment.Although myopia can be controlled at its early and middle stages,unfortunately,no cure can be achieved so far.Among the methods to control myopia,atropine,a muscarinic receptor antagonist,is the oldest but still the most effective for retardation of myopia progression.Despite such a fact,standard protocols have not been established for clinicians to use atropine for treatment of myopia.In this article,a concise and up to date summary of myopia epidemiology and pathogenesis and summarized therapeutic effects and side effects,possible mechanisms and application methods of atropine were provided in hope for clinical doctors to effectively control this problematic disease.At present,the protocol is recommend:use higher dose(1%)of atropine intermittently to effectively slowdown myopia progression in schoolchildren for 2y,and to significantly reduce side effects of atropine by decrease of atropine frequency for 1y and inhibit myopic rebound by withdrawal of topical atropine gradually for 1y.Application of a lower dose(0.05%)atropine regime should also be considered due to its effectiveness and application at regular basis.展开更多
Nowadays,a large number of intelligent devices involved in the Industrial Internet of Things(IIoT)environment are posing unprecedented cybersecurity challenges.Due to the limited budget for security protection,the IIo...Nowadays,a large number of intelligent devices involved in the Industrial Internet of Things(IIoT)environment are posing unprecedented cybersecurity challenges.Due to the limited budget for security protection,the IIoT devices are vulnerable and easily compromised to launch Distributed Denial-of-Service(DDoS)attacks,resulting in disastrous results.Unfortunately,considering the particularity of the IIoT environment,most of the defense solutions in traditional networks cannot be directly applied to IIoT with acceptable security performance.Therefore,in this work,we propose a multi-point collaborative defense mechanism against DDoS attacks for IIoT.Specifically,for the single point DDoS defense,we design an edge-centric mechanism termed EdgeDefense for the detection,identification,classification,and mitigation of DDoS attacks and the generation of defense information.For the practical multi-point scenario,we propose a collaborative defense model against DDoS attacks to securely share the defense information across the network through the blockchain.Besides,a fast defense information sharing mechanism is designed to reduce the delay of defense information sharing and provide a responsive cybersecurity guarantee.The simulation results indicate that the identification and classification performance of the two machine learning models designed for EdgeDefense are better than those of the state-of-the-art baseline models,and therefore EdgeDefense can defend against DDoS attacks effectively.The results also verify that the proposed fast sharing mechanism can reduce the propagation delay of the defense information blocks effectively,thereby improving the responsiveness of the multi-point collaborative DDoS defense.展开更多
Background:The ossification mechanism of the temporomandibular joint(TMJ)condyle remains unclear in human embryo.The size and structure of TMJ,shape of articular disc and the characteristics of omnivorous chewing in t...Background:The ossification mechanism of the temporomandibular joint(TMJ)condyle remains unclear in human embryo.The size and structure of TMJ,shape of articular disc and the characteristics of omnivorous chewing in the pig are similar to those of humans.The pig is an ideal animal for studying the mechanism of ossification of the TMJ condyle during the embryonic period.Method:In a previous study by our group,it was found that there was no condylar ossification on embryonic day(E)45,but the ossification of condyle occurred between E75 and E90.In this study,a total of 12 miniature pig embryos on E45 and E85 were used.Six embryos were used for tissue sections(3 in each group).The remaining six embryos were used for transcriptomic and proteomic studies to find differential genes and proteins.The differentially expressed genes in transcriptome and proteomic analysis were verified by QPCR.Results:In total,1592 differential genes comprising 1086 up-regulated genes and 506 down-regulated genes were screened for fold changes of≥2 to≤0.5 between E45 and E85.In the total of 4613 proteins detected by proteomic analysis,there were 419 differential proteins including 313 up-regulated proteins and 106 down-regulated proteins screened for fold changes of≥2 to≤0.5 between E45 and E85.A total of 36 differential genes differing in both transcriptome and proteome analysis were found.QPCR analysis showed that 14 of 15 selected genes were consistent with transcriptome analysis.Conclusion:Condylar transcriptome and proteomic analysis during the development of TMJ in miniature pigs revealed the regulatory genes/proteins of condylar ossification.展开更多
This study proposes polyvinyl alcohol–potassium iodide(PVA–KI)as a novel gel chemical probe.The probe uses the reactions among PVA,KI,water,borax,and oxidative species to visualize the distribution of reactive speci...This study proposes polyvinyl alcohol–potassium iodide(PVA–KI)as a novel gel chemical probe.The probe uses the reactions among PVA,KI,water,borax,and oxidative species to visualize the distribution of reactive species.This method provides information regarding the distribution of reactive species by coloration on the gel surface.The effects of the surrounding gas phase on the distribution and diffusion of the reactive species are also investigated using the PVA–KI gel probe.Further,the relationship between the irradiation distance and reactive species diffusion is determined on the surface of the PVA–KI probe with and without plastic shielding.Adjusting the irradiation distance appropriately leads to an increase in the modified area as detected by the PVA–KI gel probe analysis.The relative concentration distributions of the reactive species are also obtained from visualized color distributions measured using a colorimeter.Furthermore,reactive species generation by long-scale line plasma is confirmed by the color reaction on the PVA–KI gel surface,with a greater area being covered by an atmospheric-pressure pulsed microwave line plasma source.展开更多
BACKGROUND Kommerell’s diverticulum(KD)with aberrant left subclavian artery is a rare congenital deformity and also has very little research literature about it(35%of case study).There are three types of aortic arch ...BACKGROUND Kommerell’s diverticulum(KD)with aberrant left subclavian artery is a rare congenital deformity and also has very little research literature about it(35%of case study).There are three types of aortic arch diverticulum.Even literature concerning the treatment options are limited.CASE SUMMARY We present a case report of a 50-year-old male with KD in the right aortic arch with aberrant left subclavian artery.We conducted a total endovascular repair procedure,which is innovative and will spread more light in the medical world.Our patient has no past medical history and is a non-smoker and non-alcoholic.Patient presented with shortness of breath,chest pain and dizziness for six months.Blood tests were done and computerized tomography(CT)angiogram of the chest confirmed the diagnosis,illustrating showed a 3.9 cm KD.On Day 1,the CT angiogram showed mild dilatation of the thoracic aorta,adjacent esophagus,trachea was compressed and displaced.Surgery was planned as the treatment modality.Carotid-Subclavian artery bypass and endovascular aortic repair was conducted.We used prolene 5-0 C1 sutures to precisely anastomose a 6-mm Dacron graft to the left subclavian artery.Haemostasis was secured and wounds were closed.Protamine was administered and patient was shifted to intensive care unit.Post-operative,patient responded favorably and was discharged.Regular follow-up is done.CONCLUSION The procedure we performed is novel.This will help the cardio-thoracic surgeons a better insight about the full procedures we conducted,thereby bringing more light and better treatment options in managing KD with aberrant subclavian artery.展开更多
In advanced hepatocellular carcinoma(HCC)tissues,M2-like tumor-associated macrophages(TAMs)are in the majority and promotes HCC progression.Contrary to the pro-tumor effect of M2-like TAMs,M1-like TAMs account for a s...In advanced hepatocellular carcinoma(HCC)tissues,M2-like tumor-associated macrophages(TAMs)are in the majority and promotes HCC progression.Contrary to the pro-tumor effect of M2-like TAMs,M1-like TAMs account for a small proportion and have anti-tumor effects.Since TAMs can switch from one type to another,reprogramming TAMs may be an important treatment for HCC therapy.However,the mechanisms of phenotypic switch and reprogramming TAMs are still obscure.In this study,we analyzed differential genes in normal macrophages and TAMs,and found that loss of MANF in TAMs accompanied by high levels of downstream genes negatively regulated by MANF.MANF reprogrammed TAMs into M1 phenotype.Meanwhile,loss of MANF promoted HCC progression in HCC patients and mice HCC model,especially tumor neovascularization.Additionally,macrophages with MANF supplement suppressed HCC progression in mice,suggesting MANF supplement in macrophage was an effective treatment for HCC.Mechanistically,MANF enhanced the HSF1-HSP70-1 interaction,restricted HSF1 in the cytoplasm of macrophages,and decreased both mRNA and protein levels of HSP70-1,which in turn led to reprogramming TAMs,and suppressing neovascularization of HCC.Our study contributes to the exploration the mechanism of TAMs reprogramming,which may provide insights for future therapeutic exploitation of HCC neovascularization.展开更多
基金financially supported by the National Natural Science Foundation of China(30960530)
文摘Flavonoids are structurally diverse and the most ubiquitous groups of polyphenols distributed in the various plants,which possess intensive biological activities.In this study,the interaction mechanisms between four flavonoids containing one glucose unit with similar molecular weight isolated from the Tibetan medicinal herb Pyrethrum tatsienense,namely.apigenin-7-O-β-D-glucoside（1）,luteolin-7-O-β-D-glucoside（2）.quercetin-7-O-β-D-glucoside（3）.quercetin-3-O-β-D-glycoside（4）.and human serum albumin（HSA）,were investigated by fluorescence.UV-vis absorbance,circular dichroism,and molecular modeling.The effects of biological metal ions Mg2＋,Zn2＋,and Cu2＋ on the binding affinity between flavonoids and HSA were further examined.Structure-activity relationships of four flavonoids binding to HSA were discussed in depth and some meaningful conclusions have been drawn by the experiment data and theoretical simulation.In addition,an interesting phenomenon was observed that the microenvironment of the binding site I in HSA has hardly changed in the presence of 4 differentiating from the other three flavonoids on the basis of conformation investigations.
基金funded by the National Natural Science Foundation of China(Nos.51875420,51875421,52275504).
文摘Themulti-skill resource-constrained project scheduling problem(MS-RCPSP)is a significantmanagement science problem that extends from the resource-constrained project scheduling problem(RCPSP)and is integrated with a real project and production environment.To solve MS-RCPSP,it is an efficient method to use dispatching rules combined with a parallel scheduling mechanism to generate a scheduling scheme.This paper proposes an improved gene expression programming(IGEP)approach to explore newly dispatching rules that can broadly solve MS-RCPSP.A new backward traversal decoding mechanism,and several neighborhood operators are applied in IGEP.The backward traversal decoding mechanism dramatically reduces the space complexity in the decoding process,and improves the algorithm’s performance.Several neighborhood operators improve the exploration of the potential search space.The experiment takes the intelligent multi-objective project scheduling environment(iMOPSE)benchmark dataset as the training set and testing set of IGEP.Ten newly dispatching rules are discovered and extracted by IGEP,and eight out of ten are superior to other typical dispatching rules.
文摘Background:Prolonged sitting and reduced physical activity lead to low energy expenditures.However,little is known about the joint impact of daily sitting time and physical activity on body fat distribution.We investigated the independent and joint associations of daily sitting time and physical activity with body fat among adults.Methods:This was a cross-sectional analysis of U.S.nationally representative data from the National Health and Nutrition Examination Survey2011-2018 among adults aged 20 years or older.Daily sitting time and leisure-time physical activity(LTPA)were self-reported using the Global Physical Activity Questionnaire.Body fat(total and trunk fat percentage)was determined via dual X-ray absorptiometry.Results:Among 10,808 adults,about 54.6%spent 6 h/day or more sitting;more than one-half reported no LTPA(inactive)or less than 150 min/week LTPA(insufficiently active)with only 43.3%reported 150 min/week or more LTPA(active)in the past week.After fully adjusting for sociodemographic data,lifestyle behaviors,and chronic conditions,prolonged sitting time and low levels of LTPA were associated with higher total and trunk fat percentages in both sexes.When stratifying by LTPA,the association between daily sitting time and body fat appeared to be stronger in those who were inactive/insuufficiently active.In the joint analyses,inactive/insuufficiently active adults who reported sitting more than 8 h/day had the highest total(female:3.99%(95%confidence interval(95%CI):3.09%-4.88%);male:3.79%(95%CI:2.75%-4.82%))and trunk body fat percentages(female:4.21%(95%CI:3.09%-5.32%);male:4.07%(95%CI:2.95%-5.19%))when compared with those who were active and sitting less than 4 h/day.Conclusion:Prolonged daily sitting time was associated with increased body fat among U.S.adults.The higher body fat associated with 6 h/day sitting may not be offset by achieving recommended levels of physical activity.
基金supported by the National Natural Science Foundation of China(82171001,82222015)Research Funding from West China School/Hospital of Stomatology Sichuan University(RCDWJS2023-1)Align Technology Specialized Scientific Research Fund(21H0922).
文摘Malocclusion,identified by the World Health Organization(WHO)as one of three major oral diseases,profoundly impacts the dental-maxillofacial functions,facial esthetics,and long-term development of~260 million children in China.Beyond its physical manifestations,malocclusion also significantly influences the psycho-social well-being of these children.Timely intervention in malocclusion can foster an environment conducive to dental-maxillofacial development and substantially decrease the incidence of malocclusion or reduce the severity and complexity of malocclusion in the permanent dentition,by mitigating the negative impact of abnormal environmental influences on the growth.Early orthodontic treatment encompasses accurate identification and treatment of dental and maxillofacial morphological and functional abnormalities during various stages of dental-maxillofacial development,ranging from fetal stages to the early permanent dentition phase.From an economic and societal standpoint,the urgency for effective early orthodontic treatments for malocclusions in childhood cannot be overstated,underlining its profound practical and social importance.This consensus paper discusses the characteristics and the detrimental effects of malocclusion in children,emphasizing critical need for early treatment.It elaborates on corresponding core principles and fundamental approaches in early orthodontics,proposing comprehensive guidance for preventive and interceptive orthodontic treatment,serving as a reference for clinicians engaged in early orthodontic treatment.
基金supported by the National Natural Science Foundation of China(31925029,31471457)the National Key Research and Development Project of China(2021YFD120010105)Guangdong Key Laboratory of New Technology in Rice Breeding(2020B1212060047)。
文摘Panicle architecture is an agronomic determinant of crop yield and a target for cereal crop improvement.To investigate its molecular mechanisms in rice,we performed map-based cloning and characterization of OPEN PANICLE 1(OP1),a gain-of-function allele of LIGULELESS 1(LG1),controlling the spread-panicle phenotype.This allele results from a 48-bp deletion in the LG1 upstream region and promotes pulvinus development at the base of the primary branch.Increased OP1 expression and altered panicle phenotype in chimeric transgenic plants and upstream-region knockout mutants indicated that the deletion regulates spread-panicle architecture in the mutant spread panicle 1(sp1).Knocking out BRASSINOSTEROID UPREGULATED1(BU1)gene in the background of OP1 complementary plants resulted in compact panicles,suggesting OP1 may regulate inflorescence architecture via the brassinosteroid signaling pathway.We regard that manipulating the upstream regulatory region of OP1 or genes involved in BR signal pathway could be an efficient way to improve rice inflorescence architecture.
文摘Fine-grained recognition of ships based on remote sensing images is crucial to safeguarding maritime rights and interests and maintaining national security.Currently,with the emergence of massive high-resolution multi-modality images,the use of multi-modality images for fine-grained recognition has become a promising technology.Fine-grained recognition of multi-modality images imposes higher requirements on the dataset samples.The key to the problem is how to extract and fuse the complementary features of multi-modality images to obtain more discriminative fusion features.The attention mechanism helps the model to pinpoint the key information in the image,resulting in a significant improvement in the model’s performance.In this paper,a dataset for fine-grained recognition of ships based on visible and near-infrared multi-modality remote sensing images has been proposed first,named Dataset for Multimodal Fine-grained Recognition of Ships(DMFGRS).It includes 1,635 pairs of visible and near-infrared remote sensing images divided into 20 categories,collated from digital orthophotos model provided by commercial remote sensing satellites.DMFGRS provides two types of annotation format files,as well as segmentation mask images corresponding to the ship targets.Then,a Multimodal Information Cross-Enhancement Network(MICE-Net)fusing features of visible and near-infrared remote sensing images,has been proposed.In the network,a dual-branch feature extraction and fusion module has been designed to obtain more expressive features.The Feature Cross Enhancement Module(FCEM)achieves the fusion enhancement of the two modal features by making the channel attention and spatial attention work cross-functionally on the feature map.A benchmark is established by evaluating state-of-the-art object recognition algorithms on DMFGRS.MICE-Net conducted experiments on DMFGRS,and the precision,recall,mAP0.5 and mAP0.5:0.95 reached 87%,77.1%,83.8%and 63.9%,respectively.Extensive experiments demonstrate that the proposed MICE-Net has more excellent performance on DMFGRS.Built on lightweight network YOLO,the model has excellent generalizability,and thus has good potential for application in real-life scenarios.
基金Supported by the Basic Research Fund for Science and Technology Department of Yunnan Province and Kunming Medical University(No.202401AY070001-289).
文摘Myopia is a huge health problem due to its high frequency,vision losses and public health cost.According to the World Health Organization,at least 2.2 billion people have vision impairment.Although myopia can be controlled at its early and middle stages,unfortunately,no cure can be achieved so far.Among the methods to control myopia,atropine,a muscarinic receptor antagonist,is the oldest but still the most effective for retardation of myopia progression.Despite such a fact,standard protocols have not been established for clinicians to use atropine for treatment of myopia.In this article,a concise and up to date summary of myopia epidemiology and pathogenesis and summarized therapeutic effects and side effects,possible mechanisms and application methods of atropine were provided in hope for clinical doctors to effectively control this problematic disease.At present,the protocol is recommend:use higher dose(1%)of atropine intermittently to effectively slowdown myopia progression in schoolchildren for 2y,and to significantly reduce side effects of atropine by decrease of atropine frequency for 1y and inhibit myopic rebound by withdrawal of topical atropine gradually for 1y.Application of a lower dose(0.05%)atropine regime should also be considered due to its effectiveness and application at regular basis.
基金supported by the National Key Research and Development Program of China under Grant 2019YFB2102001.
文摘Nowadays,a large number of intelligent devices involved in the Industrial Internet of Things(IIoT)environment are posing unprecedented cybersecurity challenges.Due to the limited budget for security protection,the IIoT devices are vulnerable and easily compromised to launch Distributed Denial-of-Service(DDoS)attacks,resulting in disastrous results.Unfortunately,considering the particularity of the IIoT environment,most of the defense solutions in traditional networks cannot be directly applied to IIoT with acceptable security performance.Therefore,in this work,we propose a multi-point collaborative defense mechanism against DDoS attacks for IIoT.Specifically,for the single point DDoS defense,we design an edge-centric mechanism termed EdgeDefense for the detection,identification,classification,and mitigation of DDoS attacks and the generation of defense information.For the practical multi-point scenario,we propose a collaborative defense model against DDoS attacks to securely share the defense information across the network through the blockchain.Besides,a fast defense information sharing mechanism is designed to reduce the delay of defense information sharing and provide a responsive cybersecurity guarantee.The simulation results indicate that the identification and classification performance of the two machine learning models designed for EdgeDefense are better than those of the state-of-the-art baseline models,and therefore EdgeDefense can defend against DDoS attacks effectively.The results also verify that the proposed fast sharing mechanism can reduce the propagation delay of the defense information blocks effectively,thereby improving the responsiveness of the multi-point collaborative DDoS defense.
基金National Key Research and Development Program,Grant/Award Number:2017YFB1104103Municipal Health Commission,Grant/Award Number:BJRITO-RDP-2023。
文摘Background:The ossification mechanism of the temporomandibular joint(TMJ)condyle remains unclear in human embryo.The size and structure of TMJ,shape of articular disc and the characteristics of omnivorous chewing in the pig are similar to those of humans.The pig is an ideal animal for studying the mechanism of ossification of the TMJ condyle during the embryonic period.Method:In a previous study by our group,it was found that there was no condylar ossification on embryonic day(E)45,but the ossification of condyle occurred between E75 and E90.In this study,a total of 12 miniature pig embryos on E45 and E85 were used.Six embryos were used for tissue sections(3 in each group).The remaining six embryos were used for transcriptomic and proteomic studies to find differential genes and proteins.The differentially expressed genes in transcriptome and proteomic analysis were verified by QPCR.Results:In total,1592 differential genes comprising 1086 up-regulated genes and 506 down-regulated genes were screened for fold changes of≥2 to≤0.5 between E45 and E85.In the total of 4613 proteins detected by proteomic analysis,there were 419 differential proteins including 313 up-regulated proteins and 106 down-regulated proteins screened for fold changes of≥2 to≤0.5 between E45 and E85.A total of 36 differential genes differing in both transcriptome and proteome analysis were found.QPCR analysis showed that 14 of 15 selected genes were consistent with transcriptome analysis.Conclusion:Condylar transcriptome and proteomic analysis during the development of TMJ in miniature pigs revealed the regulatory genes/proteins of condylar ossification.
基金partially supported by the ZE Research Program IAE(No.ZE2021B-27)the joint usage/research program cLPS(No.21020)。
文摘This study proposes polyvinyl alcohol–potassium iodide(PVA–KI)as a novel gel chemical probe.The probe uses the reactions among PVA,KI,water,borax,and oxidative species to visualize the distribution of reactive species.This method provides information regarding the distribution of reactive species by coloration on the gel surface.The effects of the surrounding gas phase on the distribution and diffusion of the reactive species are also investigated using the PVA–KI gel probe.Further,the relationship between the irradiation distance and reactive species diffusion is determined on the surface of the PVA–KI probe with and without plastic shielding.Adjusting the irradiation distance appropriately leads to an increase in the modified area as detected by the PVA–KI gel probe analysis.The relative concentration distributions of the reactive species are also obtained from visualized color distributions measured using a colorimeter.Furthermore,reactive species generation by long-scale line plasma is confirmed by the color reaction on the PVA–KI gel surface,with a greater area being covered by an atmospheric-pressure pulsed microwave line plasma source.
基金supported by the National Key Research and Development Program of China(2018YFA0208702)the National Natural Science Foundation of China(No.22025304 and No.22033007)Guozhen Zhang is grateful for the start-up funding of University of Science and Technology of China.The numerical calculations in this work have been done in the Supercomputing Center of University of Science and Technology of China.
文摘BACKGROUND Kommerell’s diverticulum(KD)with aberrant left subclavian artery is a rare congenital deformity and also has very little research literature about it(35%of case study).There are three types of aortic arch diverticulum.Even literature concerning the treatment options are limited.CASE SUMMARY We present a case report of a 50-year-old male with KD in the right aortic arch with aberrant left subclavian artery.We conducted a total endovascular repair procedure,which is innovative and will spread more light in the medical world.Our patient has no past medical history and is a non-smoker and non-alcoholic.Patient presented with shortness of breath,chest pain and dizziness for six months.Blood tests were done and computerized tomography(CT)angiogram of the chest confirmed the diagnosis,illustrating showed a 3.9 cm KD.On Day 1,the CT angiogram showed mild dilatation of the thoracic aorta,adjacent esophagus,trachea was compressed and displaced.Surgery was planned as the treatment modality.Carotid-Subclavian artery bypass and endovascular aortic repair was conducted.We used prolene 5-0 C1 sutures to precisely anastomose a 6-mm Dacron graft to the left subclavian artery.Haemostasis was secured and wounds were closed.Protamine was administered and patient was shifted to intensive care unit.Post-operative,patient responded favorably and was discharged.Regular follow-up is done.CONCLUSION The procedure we performed is novel.This will help the cardio-thoracic surgeons a better insight about the full procedures we conducted,thereby bringing more light and better treatment options in managing KD with aberrant subclavian artery.
基金funded by support programs for Jun Liu,including the National Natural Science Foundation of China(82073862)Excellent Youth Talent Program of Anhui Province Natural Science Foundation(2108085Y27,China)funded by Anhui Province Natural Science Foundation(2208085MH284,China)for Xiangpeng Hu,and funded by the National Natural Science Foundation of China(U21A20345)for Yuxian Shen。
文摘In advanced hepatocellular carcinoma(HCC)tissues,M2-like tumor-associated macrophages(TAMs)are in the majority and promotes HCC progression.Contrary to the pro-tumor effect of M2-like TAMs,M1-like TAMs account for a small proportion and have anti-tumor effects.Since TAMs can switch from one type to another,reprogramming TAMs may be an important treatment for HCC therapy.However,the mechanisms of phenotypic switch and reprogramming TAMs are still obscure.In this study,we analyzed differential genes in normal macrophages and TAMs,and found that loss of MANF in TAMs accompanied by high levels of downstream genes negatively regulated by MANF.MANF reprogrammed TAMs into M1 phenotype.Meanwhile,loss of MANF promoted HCC progression in HCC patients and mice HCC model,especially tumor neovascularization.Additionally,macrophages with MANF supplement suppressed HCC progression in mice,suggesting MANF supplement in macrophage was an effective treatment for HCC.Mechanistically,MANF enhanced the HSF1-HSP70-1 interaction,restricted HSF1 in the cytoplasm of macrophages,and decreased both mRNA and protein levels of HSP70-1,which in turn led to reprogramming TAMs,and suppressing neovascularization of HCC.Our study contributes to the exploration the mechanism of TAMs reprogramming,which may provide insights for future therapeutic exploitation of HCC neovascularization.
