Identification of banana leaf disease based on KVA and GR-ARNet

Banana is a significant crop,and three banana leaf diseases,including Sigatoka,Cordana and Pestalotiopsis,have the potential to have a serious impact on banana production.Existing studies are insufficient to provide a reliable method for accurately identifying banana leaf diseases.Therefore,this paper proposes a novel method to identify banana leaf diseases.First,a new algorithm called K-scale VisuShrink algorithm(KVA)is proposed to denoise banana leaf images.The proposed algorithm introduces a new decomposition scale K based on the semi-soft and middle course thresholds,the ideal threshold solution is obtained and substituted with the newly established threshold function to obtain a less noisy banana leaf image.Then,this paper proposes a novel network for image identification called Ghost ResNeSt-Attention RReLU-Swish Net(GR-ARNet)based on Resnet50.In this,the Ghost Module is implemented to improve the network's effectiveness in extracting deep feature information on banana leaf diseases and the identification speed;the ResNeSt Module adjusts the weight of each channel,increasing the ability of banana disease feature extraction and effectively reducing the error rate of similar disease identification;the model's computational speed is increased using the hybrid activation function of RReLU and Swish.Our model achieves an average accuracy of 96.98%and a precision of 89.31%applied to 13,021 images,demonstrating that the proposed method can effectively identify banana leaf diseases.

Precision Motion Control of Hydraulic Actuator Using Adaptive Back-Stepping Sliding Mode Controller

Hydraulic actuators are highly nonlinear when they are subjected to different types of model uncertainties and dynamic disturbances.These unfavorable factors adversely affect the control performance of the hydraulic actuator.Although various control methods have been employed to improve the tracking precision of the dynamic system,optimizing and adjusting control gain to mitigate the hydraulic actuator model uncertainties remains elusive.This study presents an adaptive back-stepping sliding mode controller(ABSMC)to enhance the trajectory tracking precision,where the virtual control law is constructed to replace the position error.The adaptive control theory is introduced in back-stepping controller design to compensate for the model uncertainties and time-varying disturbances.Based on Lyapunov theory,the finite-time convergence of the position tracking errors is proved.Furthermore,the effectiveness of the developed control scheme is conducted via extensive comparative experiments.

AD血液早期诊断标志物的研究进展

阿尔兹海默症(AD)是一种具有漫长病理进程的神经退行性疾病,其发展过程从无症状状态到轻度认知障碍(MCI),最终进展至痴呆可能持续数十年。当前,AD面临的主要挑战是实现早期诊断。目前,用于AD诊断的传统方法主要包括神经心理学量表测试、成像技术(如MRI和PET)以及脑脊液(CSF)标志物检测。然而,量表和成像技术只能用于确诊AD晚期患者,而CSF标志物检测虽然可用于早期AD诊断,但其采集需要进行有创性的腰椎穿刺,因此早期患者的接受程度较低。因此,迫切需要发展非侵入性且便捷的早期AD检测方法,以实现对AD患者的提前预防和治疗。血液标志物检测具备满足早期AD诊断需求的潜力,近年来关于AD早期诊断生物标志物的研究取得了巨大的进展。在本综述中,我们概述了AD血液生物标志物,包括Aβ42/40、p-tau 181、ptau 217、p-tau 231、p-tau 235、GFAP和NFL的研究进展,并从结构生物学的角度讨论了这些标志物目前的局限性。

SlWRKY30 and SlWRKY81 synergistically modulate tomato immunity to Ralstonia solanacearum by directly regulating SlPR-STH2

Bacterial wilt is a devastating disease of tomato(Solanum lycopersicum)caused by Ralstonia solanacearum that severely threatens tomato production.Group III WRKY transcription factors(TFs)are implicated in the plant response to pathogen infection;however,their roles in the response of tomato to R.solanacearum infection(RSI)remain largely unexplored.Here,we report the crucial role of SlWRKY30,a group III SlWRKY TF,in the regulation of tomato response to RSI.SlWRKY30 was strongly induced by RSI.SlWRKY30 overexpression reduced tomato susceptibility to RSI,and also increased H2O2 accumulation and cell necrosis,suggesting that SlWRKY30 positively regulates tomato resistance to RSI.RNA sequencing and reverse transcription–quantitative PCR revealed that SlWRKY30 overexpression significantly upregulated pathogenesis-related protein(SlPR-STH2)genes SlPR-STH2a,SlPR-STH2b,SlPR-STH2c,and SlPR-STH2d(hereafter SlPR-STH2a/b/c/d)in tomato,and these SlPR-STH2 genes were directly targeted by SlWRKY30.Moreover,four group III WRKY proteins(SlWRKY52,SlWRKY59,SlWRKY80,and SlWRKY81)interacted with SlWRKY30,and SlWRKY81 silencing increased tomato susceptibility to RSI.Both SlWRKY30 and SlWRKY81 activated SlPR-STH2a/b/c/d expression by directly binding to their promoters.Taking these results together,SlWRKY30 and SlWRKY81 synergistically regulate resistance to RSI by activating SlPR-STH2a/b/c/d expression in tomato.Our results also highlight the potential of SlWRKY30 to improve tomato resistance to RSI via genetic manipulations.

Red light induces salicylic acid accumulation by activating CaHY5 to enhance pepper resistance against Phytophthora capsici

Pepper(Capsicum annuum L.)is frequently challenged by various pathogens,among which Phytophthora capsici is the most devastating to pepper production.Red light signal acts as a positive induction of plant resistance against multiple pathogens.However,little is known about how the red light signal affects pepper resistance to P.capsici infection(PCI).Here,we report that red light regulates salicylic acid(SA)accumulation by activating elongated hypocotyl5(CaHY5),a basic leucine zipper(bZIP)transcription factor,thereby decreasing pepper susceptibility to PCI.Exogenous SA treatment reduced pepper susceptibility to PCI,while silencing of CaPHYB(a red light photoreceptor)increased its susceptibility.PCI significantly induced CaHY5 expression,and silencing of CaHY5 reduced SA accumulation,accompanied by decreases in the expression levels of phenylalanine ammonia-lyase 3(CaPAL3),CaPAL7,pathogenesis-related 1(CaPR1),and CaPR1L,which finally resulted in higher susceptibility of pepper to PCI.Moreover,CaHY5 was found to activate the expression of CaPAL3 and CaPAL7,which are essential for SA biosynthesis,by directly binding to their promoters.Further analysis revealed that exogenous SA treatment could restore the resistance of CaHY5-silenced pepper plants to PCI.Collectively,this study reveals a critical mechanism through which red light induces SA accumulation by regulating CaHY5-mediated CaPAL3 and CaPAL7 expression,leading to enhanced resistance to PCI.Moreover,red light-induced CaHY5 regulates pepper resistance to PCI,which may have implications for PCI control in protected vegetable production.

The ontogeny of acidic digestive tract in larval turbot Scophthalmus maximus based on H+/K+-ATPase and pepsinogen

Acidic digestion is an important digestive process of marine fish.In fish stomach,two enzymes are involved in the secretion of hydrochloric acid(HCl)and proteomic digestion:H^(+)/K^(+)-ATPase and pepsinogen.However,the starting of digestive function in fish is still unclear.To reveal the details of acidic digestion of turbot Scophthalmus maximus in early development,a 40 day of turbot larvae culture was conducted.The H^(+)/K^(+)-ATPase gene from the turbot S.maximus(smH^(+)/K^(+)-ATPase)was identified and characterized.Based on our previous discription on pepsinogen of turbot S.maximus,we combined pepsinogen and H^(+)/K^(+)-ATPase and analyzed the mechanism of acidic digestion in turbot.Results show that the spatial and temporal expression profiles of H^(+)/K^(+)-ATPase agreed with pepsinogen A and C in turbot,indicating a synergetic action between H^(+)/K^(+)-ATPase and pepsinogen during the acidic digestion process.In addition,the turbot juveniles showed a faster growth after the expressions of H^(+)/K^(+)-ATPase gene and pepsinogen gene,demonstrating that pepsin had a higher digestive efficiency,for which a compound diet should be provided to the fish from Day 22 onward.This study provided a reference for biology research and aquaculture of turbot and other marine fishes.

Effects of dissolved oxygen on intestinal bacterial community and immunity of Atlantic salmon Salmo salar

Dissolved oxygen(DO)is one of most important factors which affect wide range physiologic features of including immune responses and intestinal bacterial community.However,the underlying mechanisms remain enigmatic.To address this question,the intestinal bacterial community compositions and the immune features of Atlantic salmon(Salmo salar)grown in recirculating aquaculture systems(RAS)were characterized.Fish were reared under different DO saturation levels,e.g.,200% saturation named high group(H),100%saturation named control group(CK),and 60%saturation named lower group(L).Large variations in the operational taxonomic units(OTUs)frequency distribution for the intestinal bacterial community of Atlantic salmon were observed.The intestinal bacterial community of all groups was dominated mainly by three phyla,e.g.,Proteobacteria.Firmicutes,and Bacteroidetes.Interestingly,Acinetobacter baumannii,an opportunistic pathogen of salmon was increased significantly in L group.We further monitored the immunity features of fish under different DO levels.The results show that leucocyte number,cortisol level,the expressions of interleukin-1β(IL-1β),Toll-like receptor 4(TLR4),and nucleotide-binding oligomerization domain like protein 2(NOD2)were higher at significant levels in the L group than those in the other two groups.TLR4 and NOD2 are usually related with the bacterial infections;therefore,it is reasonable to believe that the stronger immune responses observed in the L group might be related with the higher abundance of A.baumannii in the inte stine of Atlantic salmon.Overall,these findings demonstrated that low DO level may induce stronger immunity responses in Atlantic salmon.

仔猪白痢的诊断与防治策略

仔猪白痢是猪场的常发病和多发病,病死率虽低,但严重影响仔猪生长发育,易形成僵猪,给猪场造成较大经济损失。文章从仔猪白痢的病原学特点流行病学、临床症状、病理变化、实验室诊断、防治等方面分别展开论述,首先阐述了大肠杆菌的形态染色、生长需要、菌落形态等;随后对仔猪白痢的流行病学、临床症状、病理变化、3种实验室诊断方法及优缺点进行论述;重点阐述了仔猪大肠杆菌病疫苗的应用、抗生素与中药的防治等,以期对猪场控制该病提供借鉴。

Glial cell-derived neurotrophic factor mRNA expression in a rat model of spinal cord injury following bone marrow stromal cell transplantation

BACKGROUND： Several animal experiments utilizing bone marrow stromal cell （BMSC） transplantation for the treatment of spinal cord injury have proposed a hypothesis that BMSC transplantation effects are associated with increased glial cell-derived neurotrophic factor （GDNF） expression. OBJECTIVE： To confirm the effects of BMSC transplantation on GDNF mRNA expression in rats with spinal cord injury by reverse transcription-polymerase chain reaction （RT-PCR）. DESIGN, TIME AND SETTING： The present molecular, cell biology experiment was performed at the Key Laboratory of Children＇s Congenital Malformation, Ministry of Health of China ＆ Department of Developmental Biology, Basic Medical College, China Medical University between March 2006 and May 2007. MATERIALS： Sixty healthy Wistar rats aged 2-4-months and of either gender were included in this study. Spinal cord injury was induced in all rats by hemisection of T9 on the left side. RT-PCR kits were purchased from TaKaRa Company, China. Type 9600 RCR amplifier was provided by Perkin Elmer Company, USA. METHODS： Three rats were selected for BMSC culture and subsequent transplantation （after three passages）. Of the remaining 57 rats, nine were selected for sham-operation （sham-operated group）, where only the T9 spinal cord was exposed without hemisection. A total of 48 rats were randomly and evenly divided into BMSC transplantation and model groups. In the BMSC transplantation group, following spinal cord injury induction, each rat was administered a BMSC suspension tbrougb two injection sites selected on the gray and white matter boundary caudally and cephalically, seperately and near to injury site in the spinal cord. The model group received an equal volume of PBS through the identical injection sites. MAIN OUTCOME MEASURES： At 24 and 72 hours, as well as at 7 days, following spinal cord injury, the spinal cord at the T9 segment was removed. Eight rats were allocated to each time point in the BMSC transplantation and model groups, with three rats allocated to the sham-operated group. GDNF mRNA expression was semiquantitatively analyzed by RT-PCR. RESULTS： The sham-operated group exhibited extremely low GDNF mRNA expression. GDNF mRNA expression significantly increased at 24 hours after spinal cord injury, reached a peak level at 72 hours, and slowly decreased thereafter. However, it remained higher than normal levels at 7 days （P 〈 0.05）. At all time points following spinal cord injury, GDNF mRNA expression was significantly greater in the BMSC transplantation group than in the model group （P 〈 0.05）. CONCLUSION： Transplantation of BMSCs into the injured spinal cord up-regulated GDNF mRNA expression, thereby promoting repair of the injured spinal cord.

Changes of melatonin and its receptors in synchronizing turbot(Scophthalmus maximus)seasonal reproduction and maturation rhythm

In most fish,reproduction is seasonal or periodic under the suitable conditions.In turbot(Scophthalmus maximus)farms,one of the most economically important marine flatfish species,changes in daylength could cause changes in the spawning time.In this study,to characterize the regulation of reproductive physiology following light signals,three melatonin receptors(Mtnr)investigated in turbot were named sm Mtnr1,sm Mtnr2,and sm Mtnr1 c.Distinct expression profiles demonstrated that Mtnr m RNAs were concentrated in the brain(as detected in the hypothalamus(Hy)and mesencephalon(Me)),gonad and eye.The most abundant Mtnr1 and Mtnr2 m RNA expression levels were detected in the central nervous system at the beginning of the breeding season,suggesting that Mtnr1 and Mtnr2 may play vital roles in the regulation of turbot gonadal development.In addition,the melatonin profiles gradually increased and reached to the highest level at the spawning stage,indicating that melatonin is a potent hormone in the regulation of fish oocyte growth and maturation.The results of this study suggested that melatonin is the primary factor that transduces the light signal and regulates the physiological functions of turbot seasonal reproduction.Moreover,the results of this study may establish a foundation for further research seeking to identify fish melatonin receptors involved in the gonadal development and gamete maturation.

Remote Sensing Assessment of Ecological Effects of Marine Ranching in the Eastern Guangdong Waters, China

This study aims to assess ecological effects of the construction of marine ranching in the eastern Guangdong waters. Variations in sea surface temperature (SST), chlorophyll a concentration (Chl-a), catch per unit effort (CPUE), biodiversity, biomass and density of benthos were compared during the pre- (August in 2011) and post- (August in 2013) marine ranching. These were based on satellite remote sensing and survey data. Results showed that the ratio of Nitrogen (N): Phosphorus (P) was closed to 16, Chl-a increased from 7.5 - 12.3 mg·m-3 to 10.4 - 16.2 mg·m-3, and CPUE increased from 2.1 - 5.5 kg·h-1 to 5.8 - 14.5 kg·h-1. The species number of fish, crustaceans, cephalopods and shellfish increased by 25, 3, 2 and 3 respectively. Shannon-Wiener biodiversity index of fish, crustaceans, cephalopods and shellfish increased by 0.5, 0.4, 0.1 and 1.0 respectively. Both biomass and density of benthos increased also. The construction of marine ranching in the eastern Guangdong had restored the habitat to some extent, and played positive effects in the conservation and proliferation of fishery resources in local area.

Objective array design for three-dimensional temperature and salinity observation:Application to the South China Sea

In this study,a moored array optimization tool(MAOT)was developed and applied to the South China Sea(SCS)with a focus on three-dimensional temperature and salinity observations.Application of the MAOT involves two steps:(1)deriving a set of optimal arrays that are independent of each other for different variables at different depths based on an empirical orthogonal function method,and(2)consolidating these arrays using a K-center clustering algorithm.Compared with the assumed initial array consisting of 17 mooring sites located on a 3°×3°horizontal grid,the consolidated array improved the observing ability for three-dimensional temperature and salinity in the SCS with optimization efficiencies of 19.03%and 21.38%,respectively.Experiments with an increased number of moored sites showed that the most cost-effective option is a total of 20 moorings,improving the observing ability with optimization efficiencies up to 26.54%for temperature and 27.25%for salinity.The design of an objective array relies on the ocean phenomenon of interest and its spatial and temporal scales.In this study,we focus on basin-scale variations in temperature and salinity in the SCS,and thus our consolidated array may not well resolve mesoscale processes.The MAOT can be extended to include other variables and multi-scale variability and can be applied to other regions.

三阴性乳腺癌患者因新辅助或辅助化疗引起的早发性心脏事件与其基因组DNA中某些新的自噬相关单核苷酸多态性的相关性研究：一项真实世界研究

背景与目的越来越多的癌症患者死于心血管疾病。三阴性乳腺癌(triple-negative breast cancer,TNBC)可选的治疗方法有限,因此化疗引起的心脏毒性对该类患者非常重要。心脏自噬是心脏毒性的重要机制之一。本研究旨在研究化疗对TNBC患者的心脏毒性,筛选易感人群,探讨心脏毒性与自噬相关基因多态性的相关性。方法在2450例I–III期TNBC患者中,有147例纳入了本研究。大多数患者在化疗周期前进行心电图(electrocardiography,ECG)检查,并根据临床需要进行超声心动图(echocardiography,UCG)检查。所有ECG和UCG资料均由阜外医院国家心血管病中心的心血管专家重新评判。根据美国国家生物技术信息中心数据库和癌症体细胞突变目录数据库,我们筛选了25个与自噬相关的单核苷酸多态性(single nucleotide polymorphisms,SNPs),并对147例TNBC患者进行了基因分型。采用配对样本T检验、卡方检验和logistic回归模型进行分析。结果每个化疗周期后,只有46(31.3%)例患者的ECG完全正常。在接受UCG的16例患者中,有2(12.5%)例患者左心室射血分数可逆性下降。使用蒽环类药物和过量饮酒是ECG异常的危险因素。随着化疗的持续,心率逐渐增加。蒽环类药物与QRS期持续异常有关(P=0.043)。我们对25个与自噬有关的SNP进行基因分型后发现,自噬相关基因13(ATG13)rs10838611的G等位基因与ECG异常显著相关(优势比=2.258,95%置信区间:1.318–3.869;P=0.003)。结论化疗引起的ECG异常在真实世界中很常见。自噬相关单核苷酸多态性与化疗引起的心脏毒性相关,本研究为自噬是化疗所致心脏损害的原因提供了新的证据。

Performance of hydrogenated diamond field-effect transistors on single and polycrystalline diamond

In this work,we investigate the influence of defect concentration of the diamond substrates on the performance of hydrogen-terminated diamond field-effect transistors by Raman spectra,pulsed I–V characteristics analysis,and radio frequency performances measurements.It is found that a sample with higher defect concentration shows larger drain-lag effect and lower large-signal output power density.Defects in the diamond act as traps in the carrier transport and have a considerable influence on the large-signal output power density of diamond field-effect transistors.This work should be helpful for further performance improvement of the microwave power diamond devices.

Providing free treatment for severe mental disorders in China

Following the SARS outbreak in 2003 the Chinese government substantially strengthened its public health infrastructure.One of the new programs was the‘Central Government Support for the Local Management and Treatment of Severe Mental Illnesses Project’.Initially funded in December 2004 with 6.86 million Renminbi(829,000 in 2004 US$),the ongoing project has subsequently been referred to as the‘686 Project’.The aims of the project include establishing an effective system to control and prevent violent behaviors by individuals with severe mental disorder,increasing careseeking by persons with severe mental illnesses

The Evaluation and Optimization of Satisfaction with the Rural Living Environment in the Southern Terraced Area:A Case Study of the Ziquejie Terrace in Hunan Province

Rural living environment is an important part of the habitat environment science, but there is the serious phenomenon of "favoring city" in current researches on the habitat environment. There is not enough attention paid to the deteriorating rural environment. Taking the case of Ziquejie, coupled with the heritage-abased community characteristics of the rural living environment, we establish the evaluation indicator system of satisfaction with the quality of rural living environment, and use fuzzy analysis method to analyze and process the data obtained from the questionnaire survey, to initially derive the development status and general law of evolution of the rural living environment in Ziquejie. Based on these, we put forth the relevant recommendations for promoting the sustainable development of the rural living environment in Ziquejie.

Analysis on patents of health care products with substances of medicine food homology in China

Objective:The concept of substances of medicine food homology(SMFH)has garnered significant attention in recent years.This study conducts a systematic analysis of patent literature related to SMFH,and elucidates the development trends,technical hotspots,and the overall patent protection landscape of SMFH in China over the past two decades.Methods:The patent search focused on the SMFH varieties as the objects of inquiry,with retrieval conducted in patent databases.Subsequently,the acquired data underwent processing,analysis,and visualization.Results:While the technical threshold for pharmaceutical applications surpasses that of the food service sector,the former may assume a prominent role in the future.Research and development(R&D)activities in the southeast of China demonstrate robust activity than other regions.Colleges and scientific research institutions exhibit substantial advantages in patent applications compared with individuals and hold greater potential for future development.Conclusion:The findings of this patent analysis indicate that China’s SMFH industry are presently undergoing a transition from an extensive model to a high-quality model.The quality and technical standards of SMFH products are consistently improving.Consequently,there is a need for more stringent patent application requirements to align with the evolving development needs.

基于声模态分解的风扇叶盘同步振动辨识

采用非接触式非侵入式的测量方法实现航空发动机叶盘振动测量,对发动机研制、试验、运行安全具有重要意义。提出基于声模态分解的叶盘同步振动辨识方法,在某三级风扇试验器的进气道布置环形声阵列,作为参照并在动叶布置若干应变片,开展升降速试验。分析声压信号的叶片通过频率随转速的变化规律,对动叶一阶通过频率下的声阵列信号进行声模态分解,结合应变片实测的动叶坎贝尔图,建立主导声模态数与叶盘节径数的映射关系。声场和动应力测试结果表明:当主导声模态数与叶盘节径相等时,动叶发生共振现象,此时可有效地对风扇叶盘同步振动进行辨识;动叶与前后叶排静叶都存在转静干涉现象,声压信号呈现为窄带宽频,形成声模态离散,造成动叶表现为多模态振动;声压信号是叶片不同振动模态的气动载荷分布的综合反映,具有好的灵敏性和完备性,可实现航空发动机动叶非接触式非侵入式振动测量。

Fluorine,chlorine,and gallium co-doped zinc oxide transparent conductive films fabricated using the sol-gel spin method

Transparent conductive films(TCFs)are crucial components of solar cells.In this study,F,Cl,and Ga codoped ZnO(FCGZO)TCFs were deposited onto a glass substrate using the sol-gel spin-coating method and rapid thermal annealing.The effects of F-doping content on the structural,morphological,electrical,and optical properties of FCGZO films were examined by XRD,TEM,FE-SEM,PL spectroscopy,XPS,Hall effects testing,and UVeviseNIR spectroscopy.All prepared ZnO films exhibited a hexagonal wurtzite structure and preferentially grew along the c axis perpendicular to the substrate.Changes in the doping concentration of F changed the interplanar crystal spacing and O vacancies in the film.At a doping ratio of 2%(in mole),the F,Cl,and Ga co-doped ZnO film exhibited the best photoelectric performance,with a carrier concentration of 2.62×10^(20)cm^(-3),mobility of 14.56 cm^(2)/(V·s),and resistivity of 1.64×10^(-3)Ucm.The average transmittance(AT)in the 380-1600 nm region nearly 90%with air as the reference,and the optical band gap was 3.52 eV.

Knowledge level of cardio-oncology in oncologist and cardiologist:a survey in China

To the Editor:Cancer has been the leading cause of death worldwide and in China since 2010.[1]As advances are made in the treatment of cancer,the survival rate of cancer improves;at the same time,many cancer patients and cancer survivors suffer from cardiovascular disease(CVD)as a result of intense anticancer treatment.[2-4]To prevent and treat cardiovascular problems mediated by cancer treatments,a new medical discipline called cardiooncology was established.Although the field of cardiooncology has existed for 20 years,[5]its development in China is still in the early stages.