Inflammatory bowel disease(IBD)is characterized by chronic inflammation of the intestinal tract,and shows a high rate of recurrence.Clinicians have accumulated extensive experience in the treatment of IBD,with biologi...Inflammatory bowel disease(IBD)is characterized by chronic inflammation of the intestinal tract,and shows a high rate of recurrence.Clinicians have accumulated extensive experience in the treatment of IBD,with biologics and small molecule drugs having greatly expanded the therapeutic scope of IBD in recent years.Nonetheless,such treatments involve a high price and a single target of drug action.展开更多
Orchids are horticultural plants with significant ornamental and economic value.Increasing market circulation and rising trade in orchids is forcing breeders to develop varieties with unique characteristics,including ...Orchids are horticultural plants with significant ornamental and economic value.Increasing market circulation and rising trade in orchids is forcing breeders to develop varieties with unique characteristics,including flower color,morphology,and resistance using a range of approaches,including traditional and molecular breeding.Advances in high-throughput technologies have generated extensive data sets with greater sequencing depths and broader coverage,providing the potential for discovering new genes/pathways that give rise to key traits.Several attempts have been made to use emerging molecular and omics methods to accelerate the breeding process in certain of the commercially valuable orchids.This review consolidates current approaches and achievements in orchid breeding and discusses their future applications for improving the resistance,ornamental,and other valuable characteristics of these plants.展开更多
The accurate fault-cause identification for overhead transmission lines supports the operation and maintenance personnel in formulating targeted maintenance strategies and shortening the time of inspecting faulty line...The accurate fault-cause identification for overhead transmission lines supports the operation and maintenance personnel in formulating targeted maintenance strategies and shortening the time of inspecting faulty lines.With the goal of achieving“carbon peak and carbon neutrality”,the schemes for clean energy generation have rapidly developed.Moreover,new energy-consuming equipment has been widely connected to the power grid,and the operating characteristics of the power system have significantly changed.Consequently,these have impacted traditional fault identification methods.Based on the time-frequency characteristics of the fault waveform,new energy-related parameters,and deep learning model,this study proposes a fault identification method suitable for scenarios where a high proportion of new energy is connected to the power grid.Ten parameters related to the causes of transmission line fault and new energy connection scenarios are selected as model characteristic parameters.Further,a fault identification model based on adaptive deep belief networks was constructed,and its effect was verified by field data.展开更多
As an important horticultural plant,the orchid is widely distributed in its natural habitat and faces various environmental stresses,among which nutrient recycling and stress resistance are of great concern.During the...As an important horticultural plant,the orchid is widely distributed in its natural habitat and faces various environmental stresses,among which nutrient recycling and stress resistance are of great concern.During these processes,autophagy is an essential pathway,which is a conserved self-eating process that degrades macromolecular components and recycles cell materials or nutrients during developmental processes or under stress conditions.Two ubiquitin-like systems(UBLs)play a major role in the initiation of autophagy and are associated with two key proteins:ATG8 and ATG12.In this study,we identified and refined the UBL-related genes in orchids and performed phylogenetic reconstruction together with other plant species.We found that the orchid had unique domains in UBL-related genes,indicating potential functional diversification in the ATG8 system in plants.Transcriptome and protein tertiary structure prediction indicated that conserved domains that are vital for the canonical function of ATG12 are incomplete in orchids,in which a novel mechanism of autophagy may have evolved.展开更多
JUJUNCAO(Cenchrus fungigraminus;2n=4x=28)is a Cenchrus grass with the highest biomass production among cultivated plants,and it can be used for mushroom cultivation,animal feed,and biofuel production.Here,we report a ...JUJUNCAO(Cenchrus fungigraminus;2n=4x=28)is a Cenchrus grass with the highest biomass production among cultivated plants,and it can be used for mushroom cultivation,animal feed,and biofuel production.Here,we report a nearly complete genome assembly of JUJUNCAO and reveal that JUJUNCAO is an allopolyploid that originated2.7 million years ago(mya).Its genome consists of two subgenomes,and subgenome A shares high collinear synteny with pearl millet.We also investigated the genome evolution of JUJUNCAO and suggest that the ancestral karyotype of Cenchrus split into the A and B ancestral karyotypes of JUJUNCAO.Comparative transcriptome and DNA methylome analyses revealed functional divergence of homeologous gene pairs between the two subgenomes,which was a further indication of asymmetric DNA methylation.The three types of centromeric repeat in the JUJUNCAO genome(CEN137,CEN148,and CEN156)may have evolved independently within each subgenome,with some introgressions of CEN156 from the B to the A subgenome.We investigated the photosynthetic characteristics of JUJUNCAO,revealing its typical C4 Kranz anatomy and high photosynthetic efficiency.NADP-ME and PEPCK appear to cooperate in the major C4 decarboxylation reaction of JUJUNCAO,which is different from other C4 photosynthetic subtypes and may contribute to its high photosynthetic efficiency and biomass yield.Taken together,our results provide insights into the highly efficient photosynthetic mechanism of JUJUNCAO and provide a valuable reference genome for future genetic and evolutionary studies,as well as genetic improvement of Cenchrus grasses.展开更多
Orchid origin and evolution are common topics in evolutionary biology. Orchidaceae have approximately 30 000 orchid species distributed in diverse habitats and account for approximately 10% of the flowering plant spec...Orchid origin and evolution are common topics in evolutionary biology. Orchidaceae have approximately 30 000 orchid species distributed in diverse habitats and account for approximately 10% of the flowering plant species worldwide. Orchids provide us with materials to explore coevolution and organic evolution. In this review, we highlighted the genome study progress of orchids. In addition, we revealed the role of MADS-box gene families in the floral morphology and evolution of orchids. Genomics studies confirmed that all five subfamilies of existing orchids evolved from a common ancestor. Loss of Mβ MADS-box genes resulted in the endosperm from the seed of all existing orchids being absent. Perianth reversion to the ancestral state occurred because Apostasia and Apostasioideae lost B-AP3 and E class paralogous genes. Loss of P-subclade members of MIKC*-Type in Phalaenopsis equestris, Dendrobium catenatum, and Epidendroideae caused the formation of pollinium.In addition, the combined loss of AGL12 and contraction of ANR1 gave orchids the ability to be successfully epiphytic on trees or rocks and to develop a unique root system. Both pollinium and epiphytic production on trees are beneficial for orchid adaptations, and Epidendroideae evolved more species(~ 20 000) than Apostasioideae(16 species). Genome studies shed new light on determining the evolutionary history of orchids and understanding the genetic mechanisms of orchid morphological evolution.展开更多
The Internet of Vehicles(IoV)plays a crucial role in providing diversified services because of its powerful capability of collecting real-time information.Generally,collected information is transmitted to a centralize...The Internet of Vehicles(IoV)plays a crucial role in providing diversified services because of its powerful capability of collecting real-time information.Generally,collected information is transmitted to a centralized resourceintensive cloud platform for service implementation.Edge Computing(EC)that deploys physical resources near road-side units is involved in IoV to support real-time services for vehicular users.Additionally,many measures are adopted to optimize the performance of EC-enabled IoV,but they hardly help make dynamic decisions according to real-time requests.Artificial Intelligence(AI)is capable of enhancing the learning capacity of edge devices and thus assists in allocating resources dynamically.Although extensive research has employed AI to optimize EC performance,summaries with relative concepts or prospects are quite few.To address this gap,we conduct an exhaustive survey about utilizing AI in edge service optimization in IoV.Firstly,we establish the general condition and relative concepts about IoV,EC,and AI.Secondly,we review the edge service frameworks for IoV and explore the use of AI in edge server placement and service offloading.Finally,we discuss a number of open issues in optimizing edge services with AI.展开更多
Phalaenopsis equestris is an obligate crassulacean acid metabolism(CAM) plant with high ornamental and economic value. CAM photosynthesis is associated with drought tolerance and efficient water utilization, which enh...Phalaenopsis equestris is an obligate crassulacean acid metabolism(CAM) plant with high ornamental and economic value. CAM photosynthesis is associated with drought tolerance and efficient water utilization, which enhances the survival rate of CAM plants in arid environments.The identification and analysis of CAM-related genes will be helpful to improve our understanding of the regulatory mechanisms of CAM metabolism. In this study, we analyzed RNA-Seq data to identify differentially expressed genes(DEGs) between circadian day and night in P.equestris leaves then performed GO and KEGG functional enrichment analysis. The pathways that were significantly enriched among these DEGs included carbon fixation, circadian clock regulation, glucose metabolism, photosynthesis, and plant hormone signaling. We also used Pac Bio long-read Iso-Seq technology, which identified many alternative splicing events for key genes in CAM-related pathways, including carbon fixation, circadian clock regulation, and stomatal movement. These findings suggested that alternative splicing events might be involved in CAM metabolism. Many unknown or uncharacterized genes were also found to be potentially involved in CAM metabolism. For example, the Peq000162 gene encodes a protein belonging to the Ldp A(light-dependent period) iron-sulfur protein family, and it was found to generate many alternatively spliced products. These findings shed light on CAM metabolic mechanisms in P. equestris along with the molecular functions of key CAM genes. Ultimately, the information may help enhance crop yield and drought tolerance through the introduction of CAM features into C3 crops.展开更多
Hypsizygus marmoreus is one of the most important edible fungi in Basidiomycete division and includes white and gray strains.However,very limited knowledge is known about the genomic structures and the genetic basis f...Hypsizygus marmoreus is one of the most important edible fungi in Basidiomycete division and includes white and gray strains.However,very limited knowledge is known about the genomic structures and the genetic basis for the white/gray diversity of this mushroom.Here,we report the near-complete high-quality H.marmoreus genome at the chromosomal level.Comparative genomics analysis indicates that chromosome structures were relatively conserved,and variations in collinearity and chromosome number were mainly attributed by chromosome split/fusion events in Aragicales,whereas the fungi genome experienced many genomic chromosome fracture,fusion,and genomic replication events after the split of Aragicales from Basidiomycetes.Resequencing of 57 strains allows us to classify the population into four major groups and associate genetic variations with morphological features,indicating that white strains were not originated independently.We further generated genetic populations and identified a cytochrome P450 as the candidate causal gene for the melanogenesis in H.marmoreus based on bulked segregant analysis (BSA)and comparative transcriptome analysis.The high-quality H.marmoreus genome and diversity data compiled in this study provide new knowledge and resources for the molecular breeding of H.marmoreus as well as the evolution of Basidiomycete.展开更多
基金Yunnan Digestive Endoscopy Clinical Medical Center Foundation[2X2019-01-02]for Health Commission of Yunnan[2022LCZXKF-XH13,2022LCZXKF-XH15 and 2022LCZXKF-XH19]Fundamental Research Projects of Yunnan Province[202201AU070013]。
文摘Inflammatory bowel disease(IBD)is characterized by chronic inflammation of the intestinal tract,and shows a high rate of recurrence.Clinicians have accumulated extensive experience in the treatment of IBD,with biologics and small molecule drugs having greatly expanded the therapeutic scope of IBD in recent years.Nonetheless,such treatments involve a high price and a single target of drug action.
基金the funding of Scientific Research Project of Shanghai Landscaping&City Appearance Administrative Bureau(Grant No.G202401)Disciplinary Professional Construction Project of College of Art&College of Landscape Architecture(Grant No.YSYL-bdpy-2)The National Natural Science Foundation of China(Grant No.31870199).
文摘Orchids are horticultural plants with significant ornamental and economic value.Increasing market circulation and rising trade in orchids is forcing breeders to develop varieties with unique characteristics,including flower color,morphology,and resistance using a range of approaches,including traditional and molecular breeding.Advances in high-throughput technologies have generated extensive data sets with greater sequencing depths and broader coverage,providing the potential for discovering new genes/pathways that give rise to key traits.Several attempts have been made to use emerging molecular and omics methods to accelerate the breeding process in certain of the commercially valuable orchids.This review consolidates current approaches and achievements in orchid breeding and discusses their future applications for improving the resistance,ornamental,and other valuable characteristics of these plants.
基金This work was supported by State Grid Science and Technology Project(B3440821K003).
文摘The accurate fault-cause identification for overhead transmission lines supports the operation and maintenance personnel in formulating targeted maintenance strategies and shortening the time of inspecting faulty lines.With the goal of achieving“carbon peak and carbon neutrality”,the schemes for clean energy generation have rapidly developed.Moreover,new energy-consuming equipment has been widely connected to the power grid,and the operating characteristics of the power system have significantly changed.Consequently,these have impacted traditional fault identification methods.Based on the time-frequency characteristics of the fault waveform,new energy-related parameters,and deep learning model,this study proposes a fault identification method suitable for scenarios where a high proportion of new energy is connected to the power grid.Ten parameters related to the causes of transmission line fault and new energy connection scenarios are selected as model characteristic parameters.Further,a fault identification model based on adaptive deep belief networks was constructed,and its effect was verified by field data.
文摘As an important horticultural plant,the orchid is widely distributed in its natural habitat and faces various environmental stresses,among which nutrient recycling and stress resistance are of great concern.During these processes,autophagy is an essential pathway,which is a conserved self-eating process that degrades macromolecular components and recycles cell materials or nutrients during developmental processes or under stress conditions.Two ubiquitin-like systems(UBLs)play a major role in the initiation of autophagy and are associated with two key proteins:ATG8 and ATG12.In this study,we identified and refined the UBL-related genes in orchids and performed phylogenetic reconstruction together with other plant species.We found that the orchid had unique domains in UBL-related genes,indicating potential functional diversification in the ATG8 system in plants.Transcriptome and protein tertiary structure prediction indicated that conserved domains that are vital for the canonical function of ATG12 are incomplete in orchids,in which a novel mechanism of autophagy may have evolved.
基金supported by grants from the Major Special Project of Fujian Province(2021NZ029009)the Natural Science foundation of Fujian Province(2019J01665).
文摘JUJUNCAO(Cenchrus fungigraminus;2n=4x=28)is a Cenchrus grass with the highest biomass production among cultivated plants,and it can be used for mushroom cultivation,animal feed,and biofuel production.Here,we report a nearly complete genome assembly of JUJUNCAO and reveal that JUJUNCAO is an allopolyploid that originated2.7 million years ago(mya).Its genome consists of two subgenomes,and subgenome A shares high collinear synteny with pearl millet.We also investigated the genome evolution of JUJUNCAO and suggest that the ancestral karyotype of Cenchrus split into the A and B ancestral karyotypes of JUJUNCAO.Comparative transcriptome and DNA methylome analyses revealed functional divergence of homeologous gene pairs between the two subgenomes,which was a further indication of asymmetric DNA methylation.The three types of centromeric repeat in the JUJUNCAO genome(CEN137,CEN148,and CEN156)may have evolved independently within each subgenome,with some introgressions of CEN156 from the B to the A subgenome.We investigated the photosynthetic characteristics of JUJUNCAO,revealing its typical C4 Kranz anatomy and high photosynthetic efficiency.NADP-ME and PEPCK appear to cooperate in the major C4 decarboxylation reaction of JUJUNCAO,which is different from other C4 photosynthetic subtypes and may contribute to its high photosynthetic efficiency and biomass yield.Taken together,our results provide insights into the highly efficient photosynthetic mechanism of JUJUNCAO and provide a valuable reference genome for future genetic and evolutionary studies,as well as genetic improvement of Cenchrus grasses.
基金supported by the Teamwork Projects Funded by Guangdong Natural Science Foundation,China(Grant No.2017A030312004)The National Natural Science Foundation of China(Grant No.31870199)+2 种基金The National Key Research and Development Program of China(Grant No.2018YFD1000401)Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization Construction Funds(Grant No.115/118990050115/KJG18016A)。
文摘Orchid origin and evolution are common topics in evolutionary biology. Orchidaceae have approximately 30 000 orchid species distributed in diverse habitats and account for approximately 10% of the flowering plant species worldwide. Orchids provide us with materials to explore coevolution and organic evolution. In this review, we highlighted the genome study progress of orchids. In addition, we revealed the role of MADS-box gene families in the floral morphology and evolution of orchids. Genomics studies confirmed that all five subfamilies of existing orchids evolved from a common ancestor. Loss of Mβ MADS-box genes resulted in the endosperm from the seed of all existing orchids being absent. Perianth reversion to the ancestral state occurred because Apostasia and Apostasioideae lost B-AP3 and E class paralogous genes. Loss of P-subclade members of MIKC*-Type in Phalaenopsis equestris, Dendrobium catenatum, and Epidendroideae caused the formation of pollinium.In addition, the combined loss of AGL12 and contraction of ANR1 gave orchids the ability to be successfully epiphytic on trees or rocks and to develop a unique root system. Both pollinium and epiphytic production on trees are beneficial for orchid adaptations, and Epidendroideae evolved more species(~ 20 000) than Apostasioideae(16 species). Genome studies shed new light on determining the evolutionary history of orchids and understanding the genetic mechanisms of orchid morphological evolution.
基金supported by the Financial and Science Technology Plan Project of Xinjiang Production and Construction Corps(No.2020DB005)the National Key R&D Program of China(No.2019YFE0190500)+3 种基金the National Natural Science Foundation of China(Nos.61702442,61862065,and 61702277)the Application Basic Research Project in Yunnan Province(No.2018FB105)the Major Project of Science and Technology of Yunnan Province(Nos.202002AD080002 and 2019ZE005)the Priority Academic Program Development of Jiangsu Higher Education Institutions(PAPD)fund。
文摘The Internet of Vehicles(IoV)plays a crucial role in providing diversified services because of its powerful capability of collecting real-time information.Generally,collected information is transmitted to a centralized resourceintensive cloud platform for service implementation.Edge Computing(EC)that deploys physical resources near road-side units is involved in IoV to support real-time services for vehicular users.Additionally,many measures are adopted to optimize the performance of EC-enabled IoV,but they hardly help make dynamic decisions according to real-time requests.Artificial Intelligence(AI)is capable of enhancing the learning capacity of edge devices and thus assists in allocating resources dynamically.Although extensive research has employed AI to optimize EC performance,summaries with relative concepts or prospects are quite few.To address this gap,we conduct an exhaustive survey about utilizing AI in edge service optimization in IoV.Firstly,we establish the general condition and relative concepts about IoV,EC,and AI.Secondly,we review the edge service frameworks for IoV and explore the use of AI in edge server placement and service offloading.Finally,we discuss a number of open issues in optimizing edge services with AI.
基金supported by the Natural Science Foundation of Fujian Province(Grant No.2019J01423)Fujian Agriculture and Forestry University Outstanding Youth Scientific Research Project(Grant No.xjq201702)+1 种基金the open funds of the State Key Laboratory of Crop Genetics and Germplasm Enhancement(Grant No.ZW201909)the State Key Laboratory of Tree Genetics and Breeding(Grant No.TGB2018004)。
文摘Phalaenopsis equestris is an obligate crassulacean acid metabolism(CAM) plant with high ornamental and economic value. CAM photosynthesis is associated with drought tolerance and efficient water utilization, which enhances the survival rate of CAM plants in arid environments.The identification and analysis of CAM-related genes will be helpful to improve our understanding of the regulatory mechanisms of CAM metabolism. In this study, we analyzed RNA-Seq data to identify differentially expressed genes(DEGs) between circadian day and night in P.equestris leaves then performed GO and KEGG functional enrichment analysis. The pathways that were significantly enriched among these DEGs included carbon fixation, circadian clock regulation, glucose metabolism, photosynthesis, and plant hormone signaling. We also used Pac Bio long-read Iso-Seq technology, which identified many alternative splicing events for key genes in CAM-related pathways, including carbon fixation, circadian clock regulation, and stomatal movement. These findings suggested that alternative splicing events might be involved in CAM metabolism. Many unknown or uncharacterized genes were also found to be potentially involved in CAM metabolism. For example, the Peq000162 gene encodes a protein belonging to the Ldp A(light-dependent period) iron-sulfur protein family, and it was found to generate many alternatively spliced products. These findings shed light on CAM metabolic mechanisms in P. equestris along with the molecular functions of key CAM genes. Ultimately, the information may help enhance crop yield and drought tolerance through the introduction of CAM features into C3 crops.
基金supported by program for Seed Innovation and Industrialization in Fujian Province-Breeding and Industrialization of Major Edible Fungithe Science and Technology Major Project of Fujian Province (2016NZ0001)+1 种基金the Program for New Century Excellent Talents in Fujian Province (KLa17073A)agricultural technology extension service system for Edible fungus industry in Fujian, China (KNJ-153011-1)。
文摘Hypsizygus marmoreus is one of the most important edible fungi in Basidiomycete division and includes white and gray strains.However,very limited knowledge is known about the genomic structures and the genetic basis for the white/gray diversity of this mushroom.Here,we report the near-complete high-quality H.marmoreus genome at the chromosomal level.Comparative genomics analysis indicates that chromosome structures were relatively conserved,and variations in collinearity and chromosome number were mainly attributed by chromosome split/fusion events in Aragicales,whereas the fungi genome experienced many genomic chromosome fracture,fusion,and genomic replication events after the split of Aragicales from Basidiomycetes.Resequencing of 57 strains allows us to classify the population into four major groups and associate genetic variations with morphological features,indicating that white strains were not originated independently.We further generated genetic populations and identified a cytochrome P450 as the candidate causal gene for the melanogenesis in H.marmoreus based on bulked segregant analysis (BSA)and comparative transcriptome analysis.The high-quality H.marmoreus genome and diversity data compiled in this study provide new knowledge and resources for the molecular breeding of H.marmoreus as well as the evolution of Basidiomycete.