A software and algorithm which based on random sequence model uses osmotic stress responding cis elements from existing information sources of biology was designed. It can infer the genic downstream function of Arabid...A software and algorithm which based on random sequence model uses osmotic stress responding cis elements from existing information sources of biology was designed. It can infer the genic downstream function of Arabidopsis thaliana through analyzing its promoter region, and can offer effective aided analysis to mine osmotic stress responding genes in Arabidopsis thatiana genome. The practical application proves that this software can aid to analyze vast genic data and offer important data evidence.展开更多
Over the past 20 years,tremendous advances in sequencing technologies and computational algorithms have spurred plant genomic research into a thriving era with hundreds of genomes decoded already,ranging from those of...Over the past 20 years,tremendous advances in sequencing technologies and computational algorithms have spurred plant genomic research into a thriving era with hundreds of genomes decoded already,ranging from those of nonvascular plants to those of flowering plants.However,complex plant genome assembly is still challenging and remains difficult to fully resolve with conventional sequencing and assembly methods due to high heterozygosity,highly repetitive sequences,or high ploidy characteristics of complex genomes.Herein,we summarize the challenges of and advances in complex plant genome assembly,including feasible experimental strategies,upgrades to sequencing technology,existing assembly methods,and different phasing algorithms.Moreover,we list actual cases of complex genome projects for readers to refer to and draw upon to solve future problems related to complex genomes.Finally,we expect that the accurate,gapless,telomere-totelomere,and fully phased assembly of complex plant genomes could soon become routine.展开更多
The most popular CRISPR-SpCas9 systemrecognizes canonical NGG protospacer adjacent motifs(PAMs).Previously engineered SpCas9 variants,such as Cas9-NG,favor G-rich PAMs in genome editing.In this manuscript,we describe ...The most popular CRISPR-SpCas9 systemrecognizes canonical NGG protospacer adjacent motifs(PAMs).Previously engineered SpCas9 variants,such as Cas9-NG,favor G-rich PAMs in genome editing.In this manuscript,we describe a new plant genome-editing system based on a hybrid iSpyMacCas9 platform that allows for targeted mutagenesis,C to T base editing,and A to G base editing at A-rich PAMs.This study fills amajor technology gap in the CRISPR-Cas9 system for editing NAAR PAMs in plants,which greatly expands the targeting scope of CRISPR-Cas9.Finally,our vector systems are fully compatible with Gateway cloning and will work with all existing single-guide RNA expression systems,facilitating easy adoption of the systems by others.We anticipate that more tools,such as prime editing,homology-directed repair,CRISPR interference,and CRISPR activation,will be further developed based on our promising iSpyMac-Cas9 platform.展开更多
Chromatin accessibility is a highly informative structural feature for understanding gene transcription regulation,because it indicates the degree to which nuclear macromolecules such as proteins and RNAs can access c...Chromatin accessibility is a highly informative structural feature for understanding gene transcription regulation,because it indicates the degree to which nuclear macromolecules such as proteins and RNAs can access chromosomal DNA.Studies have shown that chromatin accessibility is highly dynamic during stress response,stimulus response,and developmental transition.Moreover,physical access to chromosomal DNA in eukaryotes is highly cell-specific.Therefore,current technologies such as DNase-seq,ATAC-seq,and FAIRE-seq reveal only a portion of the open chromatin regions(OCRs)present in a given species.Thus,the genome-wide distribution of OCRs remains unknown.In this study,we developed a bioinformatics tool called Char Plant for the de novo prediction of OCRs in plant genomes.To develop this tool,we constructed a three-layer convolutional neural network(CNN)and subsequently trained the CNN using DNase-seq and ATACseq datasets of four plant species.The model simultaneously learns the sequence motifs and regulatory logics,which are jointly used to determine DNA accessibility.All of these steps are integrated into Char Plant,which can be run using a simple command line.The results of data analysis using Char Plant in this study demonstrate its prediction power and computational efficiency.To our knowledge,Char Plant is the first de novo prediction tool that can identify potential OCRs in the whole genome.The source code of Char Plant and supporting files are freely available from https://github.com/Yin-Shen/Char Plant.展开更多
The clustered regularly interspaced short palindromic repeats(CRISPR)/CRISPR-associated protein 9(Cas9)system is a fast-growing,genome editing technology that has wide applications in identifying gene functions as wel...The clustered regularly interspaced short palindromic repeats(CRISPR)/CRISPR-associated protein 9(Cas9)system is a fast-growing,genome editing technology that has wide applications in identifying gene functions as well as improving agricultural production and crop breeding.Here,we summarized recent advances in the development and applications of genome editing technologies in plants.We briefly described CRISPR/Cas9 technology and examined the base and prime editing techniques that have been developed from CRISPR technology.Some new prime editing-derived techniques were assessed.展开更多
The linear genome of eukaryotes is partitioned into diverse chromatin states and packaged into a threedimensional(3D)structure,which has functional implications in DNA replication,DNA repair,and transcriptional regula...The linear genome of eukaryotes is partitioned into diverse chromatin states and packaged into a threedimensional(3D)structure,which has functional implications in DNA replication,DNA repair,and transcriptional regulation.Over the past decades,research on plant functional genomics and epigenomics has made great progress,with thousands of genes cloned and molecular mechanisms of diverse biological processes elucidated.Recently,3D genome research has gradually attracted great attention of many plant researchers.Herein,we briefly review the progress in genomic and epigenomic research in plants,with a focus on Arabidopsis and rice,and summarize the currently used technologies and advances in plant 3D genome organization studies.We also discuss the relationships between onedimensional linear genome sequences,epigenomic states,and the 3D chromatin architecture.This review provides basis for future research on plant 3D genomics.展开更多
[Objective] This study aimed to explore a method for plant genomic DNA extraction, to provide guidance for rapid extraction of genomic DNA from plant tissues. [ Method] Based on the published genomic DNA extraction me...[Objective] This study aimed to explore a method for plant genomic DNA extraction, to provide guidance for rapid extraction of genomic DNA from plant tissues. [ Method] Based on the published genomic DNA extraction methods, operation steps, reagent amount and processing time of SDS extraction method were optimized. [Result] A widely applicable method was established initially for genomic DNA extraction from various varieties of plants and various kinds of plant tissues. Quality of the extracted genomic DNA was relatively good, which meets the requirements for further operation. [ Conclusion] This study provided guidance for rapid plant genomic DNA extraction.展开更多
Association mapping(as opposed to population mapping) is becoming more important in establishing associations between a phenotype and a genotype.The major advantage of association mapping,
Genomic data serve as an invaluable resource for unraveling the intricacies of the higher plant systems,including the constituent elements within and among species.Through various efforts in genomic data archiving,int...Genomic data serve as an invaluable resource for unraveling the intricacies of the higher plant systems,including the constituent elements within and among species.Through various efforts in genomic data archiving,integrative analysis and value-added curation,the National Genomics Data Center(NGDC),which is a part of the China National Center for Bioinformation(CNCB),has successfully established and currently maintains a vast amount of database resources.This dedicated initiative of the NGDC facilitates a data-rich ecosystem that greatly strengthens and supports genomic research efforts.Here,we present a comprehensive overview of central repositories dedicated to archiving,presenting,and sharing plant omics data,introduce knowledgebases focused on variants or gene-based functional insights,highlight species-specific multiple omics database resources,and briefly review the online application tools.We intend that this review can be used as a guide map for plant researchers wishing to select effective data resources from the NGDC for their specific areas of study.展开更多
MAD7 is an engineered nuclease of the Class 2 type V-A CRISPR-Cas(Cas12 a/Cpf1)family with a low level of homology to canonical Cas12 a nucleases.It has been publicly released as a royalty-free nuclease for both acade...MAD7 is an engineered nuclease of the Class 2 type V-A CRISPR-Cas(Cas12 a/Cpf1)family with a low level of homology to canonical Cas12 a nucleases.It has been publicly released as a royalty-free nuclease for both academic and commercial use.Here,we demonstrate that the CRISPR-MAD7 system can be used for genome editing and recognizes T-rich PAM sequences(YTTN)in plants.Its editing efficiency in rice and wheat is comparable to that of the widely used CRISPR-Lb Cas12 a system.We develop two variants,MAD7-RR and MAD7-RVR that increase the target range of MAD7,as well as an M-AFID(a MAD7-APOBEC fusion-induced deletion)system that creates predictable deletions from 50-deaminated Cs to the MAD7-cleavage site.Moreover,we show that MAD7 can be used for multiplex gene editing and that it is effective in generating indels when combined with other CRISPR RNA orthologs.Using the CRISPR-MAD7 system,we have obtained regenerated mutant rice and wheat plants with up to 65.6%efficiency.展开更多
Plant genomics and crop breeding are at the intersection of biotechnology and information technology.Driven by a combination of highthroughput sequencing,molecular biology and data science,great advances have been mad...Plant genomics and crop breeding are at the intersection of biotechnology and information technology.Driven by a combination of highthroughput sequencing,molecular biology and data science,great advances have been made in omics technologies at every step along the central dogma,especially in genome assembling,genome annotation,epigenomic profiling,and transcriptome profiling.These advances further revolutionized three directions of development.One is genetic dissection of complex traits in crops,along with genomic prediction and selection.The second is comparative genomics and evolution,which open up new opportunities to depict the evolutionary constraints of biological sequences for deleterious variant discovery.The third direction is the development of deep learning approaches for the rational design of biological sequences,especially proteins,for synthetic biology.All three directions of development serve as the foundation for a new era of crop breeding where agronomic traits are enhanced by genome design.展开更多
The eukaryotic genome has a hierarchicalthree-dimensional(3D)organization with functional implications for DNA replication,DNA repair,and transcriptional regulation.Over the past decade,scientists have endeavored to e...The eukaryotic genome has a hierarchicalthree-dimensional(3D)organization with functional implications for DNA replication,DNA repair,and transcriptional regulation.Over the past decade,scientists have endeavored to elucidate the spatial characteristics and functions of plant genome architecture using high-throughput chromatin conformation capturing technologies such as Hi-C,ChlA-PET,and HiChIP.Here,we systematically review current understanding of chromatin organization in plants at multiple scales.We also discuss the emerging opinions and concepts in 3D genome research,focusing on state-of-the-art 3D genome techniques,RNA-chromatin interactions,liquid-liquid phase separation,and dynamic chromatin alterations.We propose the application of single-cell/single-molecule multi-omics,multiway(DNA-DNA,DNA-RNA,and RNA-RNA interactions)chromatin conformation capturing methods,and proximity ligation-independent 3D genome-mapping technologies to explore chromatin organization structure and function in plants.Such methods could reveal the spatial interactions between trait-related SNPs and their target genes at various spatiotemporal resolutions,and elucidate the molecular mecha-nisms of the interactions among DNA elements,RNA molecules,and protein factors during the formation of key traits in plants.展开更多
Precise genome modification with engineered nucleases is a powerful tool for studying basic biology and applied biotechnology. Transcription activator-like effector nucleases(TALENs),consisting of an engineered spec...Precise genome modification with engineered nucleases is a powerful tool for studying basic biology and applied biotechnology. Transcription activator-like effector nucleases(TALENs),consisting of an engineered specific(TALE) DNA binding domain and a Fok I cleavage domain,are newly developed versatile reagents for genome engineering in different organisms.Because of the simplicity of the DNA recognition code and their modular assembly,TALENs can act as customizable molecular DNA scissors inducing double-strand breaks(DSBs) at given genomic location.Thus,they provide a valuable approach to targeted genome modifications such as mutations, insertions,replacements or chromosome rearrangements.In this article,we review the development of TALENs,and summarize the principles and tools for TALEN-mediated gene targeting in plant cells,as well as current and potential strategies for use in plant research and crop improvement.展开更多
Dear Editor,CRISPR(clustered regularly interspaced short palindromic repeats)/Cas genome editing is a powerful tool for introducing specific mutations in organisms including plants.The system is composed of a nuclease...Dear Editor,CRISPR(clustered regularly interspaced short palindromic repeats)/Cas genome editing is a powerful tool for introducing specific mutations in organisms including plants.The system is composed of a nuclease such as Cas9 or Cas12a and an engineered single-guide RNA(sgRNA)incorporating a target sequence(Li et al.,2019).A Cas9/sgRNA complex recognizes its target site in the genome,resulting in a mutation at that site.展开更多
Phylogenomic analysis of whole genome sequences of five benzylisoquinoline alkaloid(BIA)-producing species from the Ranunculales and Proteales orders of flowering plants revealed the sequence and timing of evolutionar...Phylogenomic analysis of whole genome sequences of five benzylisoquinoline alkaloid(BIA)-producing species from the Ranunculales and Proteales orders of flowering plants revealed the sequence and timing of evolutionary events leading to the diversification of these compounds.(S)-Reticuline is a pivotal intermediate in the synthesis of many BIAs and our analyses revealed parallel evolution between the two orders,which diverged122 million years ago(MYA).Berberine is present in species across the entire Ranunculales,and we found co-evolution of genes essential for production of the protoberberine class.The benzophenanthridine class,which includes the antimicrobial compound sanguinarine,is specific to the Papaveraceae family of Ranunculales,and biosynthetic genes emerged after the split with the Ranunculaceae family110 MYA but before the split of the three Papaveraceae species used in this study at77 MYA.The phthalideisoquinoline noscapine and morphinan class of BIAs are exclusive to the opium poppy lineage.Ks estimation of paralogous pairs indicates that morphine biosynthesis evolved more recently than 18 MYA in the Papaver genus.In the preceding 100 million years gene duplication,neofunctionalization and recruitment of additional enzyme classes,combined with gene clustering,gene fusion,and gene amplification,resulted in emergence of medicinally valuable BIAs including morphine and noscapine.展开更多
The CRISPR/Cas technology is emerging as a revolutionary genome editing tool in diverse organisms including plants,and has quickly evolved into a suite of versatile tools for sequence-specific gene manipulations beyon...The CRISPR/Cas technology is emerging as a revolutionary genome editing tool in diverse organisms including plants,and has quickly evolved into a suite of versatile tools for sequence-specific gene manipulations beyond genome editing.Here,we review the most recent applications of the CRISPR/Cas toolkit in plants and also discuss key factors for improving CRISPR/Cas performance and strategies for reducing the off-target effects.Novel technical breakthroughs in mammalian research regarding the CRISPR/Cas toolkit will also be incorporated into this review in hope to stimulate prospective users from the plant research community to fully explore the potential of these technologies.展开更多
We are very pleased to announce a special issue, to be published in the fall of 2018, on "Plant Genomics" in the journal Genomics, Proteomics & Bioinformatics (GPB).
The next generation sequencing enables generation of high resolution and high throughput data for structure sequence of any genome at a fast declining cost. This opens opportunity for population based genetic and geno...The next generation sequencing enables generation of high resolution and high throughput data for structure sequence of any genome at a fast declining cost. This opens opportunity for population based genetic and genomic analyses. In many applications, whole genome sequencing or re-sequencing is unnecessary or prohibited by budget limits. The Reduced Representation Genome Sequencing (RRGS), which sequences only a small proportion of the genome of interest, has been proposed to deal with the situations. Several forms of RRGS are proposed and implemented in the literature. When applied to plant or crop species, the current RRGS protocols shared a key drawback that a significantly high proportion (up to 60%) of sequence reads to be generated may be of non-genomic origin but attributed to chloroplast DNA or rRNA genes, leaving an exceptional low efficiency of the sequencing experiment. We recommended and discussed here the design of optimized simplified genomic DNA and bisulfite sequencing strategies, which may greatly improves efficiency of the sequencing experiments by bringing down the presentation of the undesirable sequencing reads to less than 10% in the whole sequence reads. The optimized RAD- seq and RRBS-seq methods are potentially useful for sequence variant screening and genotyping in large plant/crop populations.展开更多
Convergent evolution is especially common in plants that have independently adapted to the same extreme environments(i.e.,extremophile plants).The recent burst of omics data has alleviated many limitations that have h...Convergent evolution is especially common in plants that have independently adapted to the same extreme environments(i.e.,extremophile plants).The recent burst of omics data has alleviated many limitations that have hampered molecular convergence studies of non-model extremophile plants.In this review,we summarize cases of genomic convergence in these taxa to examine the extent and type of genomic convergence during the process of adaptation to extreme environments.Despite being well studied by candidate gene approaches,convergent evolution at individual sites is rare and often has a high false-positive rate when assessed in whole genomes.By contrast,genomic convergence at higher genetic levels has been detected during adaptation to the same extreme environments.Examples include the convergence of biological pathways and changes in gene expression,gene copy number,amino acid usage,and GC content.Higher convergence levels play important roles in the adaptive evolution of extremophiles and may be more frequent and involve more genes.In several cases,multiple types of convergence events have been found to co-occur.However,empirical and theoretical studies of this higher level convergent evolution are still limited.In conclusion,both the development of powerful approaches and the detection of convergence at various genetic levels are needed to further reveal the genetic mechanisms of plant adaptation to extreme environments.展开更多
文摘A software and algorithm which based on random sequence model uses osmotic stress responding cis elements from existing information sources of biology was designed. It can infer the genic downstream function of Arabidopsis thaliana through analyzing its promoter region, and can offer effective aided analysis to mine osmotic stress responding genes in Arabidopsis thatiana genome. The practical application proves that this software can aid to analyze vast genic data and offer important data evidence.
基金supported by the National Natural Science Foundation of China(Grant No.32222019)the National Key R&D Program of China(Grant No.2021YFF1000900).
文摘Over the past 20 years,tremendous advances in sequencing technologies and computational algorithms have spurred plant genomic research into a thriving era with hundreds of genomes decoded already,ranging from those of nonvascular plants to those of flowering plants.However,complex plant genome assembly is still challenging and remains difficult to fully resolve with conventional sequencing and assembly methods due to high heterozygosity,highly repetitive sequences,or high ploidy characteristics of complex genomes.Herein,we summarize the challenges of and advances in complex plant genome assembly,including feasible experimental strategies,upgrades to sequencing technology,existing assembly methods,and different phasing algorithms.Moreover,we list actual cases of complex genome projects for readers to refer to and draw upon to solve future problems related to complex genomes.Finally,we expect that the accurate,gapless,telomere-totelomere,and fully phased assembly of complex plant genomes could soon become routine.
基金supported by startup funds from the University of Maryland,the National Science Foundation Plant Genome Research Program grant(award no.IOS-1758745)the Biotechnology Risk Assessment Grant Program competitive grant(award no.2018-33522-28789)from the U.S.Department of Agriculture.
文摘The most popular CRISPR-SpCas9 systemrecognizes canonical NGG protospacer adjacent motifs(PAMs).Previously engineered SpCas9 variants,such as Cas9-NG,favor G-rich PAMs in genome editing.In this manuscript,we describe a new plant genome-editing system based on a hybrid iSpyMacCas9 platform that allows for targeted mutagenesis,C to T base editing,and A to G base editing at A-rich PAMs.This study fills amajor technology gap in the CRISPR-Cas9 system for editing NAAR PAMs in plants,which greatly expands the targeting scope of CRISPR-Cas9.Finally,our vector systems are fully compatible with Gateway cloning and will work with all existing single-guide RNA expression systems,facilitating easy adoption of the systems by others.We anticipate that more tools,such as prime editing,homology-directed repair,CRISPR interference,and CRISPR activation,will be further developed based on our promising iSpyMac-Cas9 platform.
基金supported by the National Natural Science Foundation of China(Grant No.31871269)the Hubei Provincial Natural Science Foundation of China(Grant No.2019CFA014)the Fundamental Research Funds for the Central Universities,China(Grant No.2662019PY069)。
文摘Chromatin accessibility is a highly informative structural feature for understanding gene transcription regulation,because it indicates the degree to which nuclear macromolecules such as proteins and RNAs can access chromosomal DNA.Studies have shown that chromatin accessibility is highly dynamic during stress response,stimulus response,and developmental transition.Moreover,physical access to chromosomal DNA in eukaryotes is highly cell-specific.Therefore,current technologies such as DNase-seq,ATAC-seq,and FAIRE-seq reveal only a portion of the open chromatin regions(OCRs)present in a given species.Thus,the genome-wide distribution of OCRs remains unknown.In this study,we developed a bioinformatics tool called Char Plant for the de novo prediction of OCRs in plant genomes.To develop this tool,we constructed a three-layer convolutional neural network(CNN)and subsequently trained the CNN using DNase-seq and ATACseq datasets of four plant species.The model simultaneously learns the sequence motifs and regulatory logics,which are jointly used to determine DNA accessibility.All of these steps are integrated into Char Plant,which can be run using a simple command line.The results of data analysis using Char Plant in this study demonstrate its prediction power and computational efficiency.To our knowledge,Char Plant is the first de novo prediction tool that can identify potential OCRs in the whole genome.The source code of Char Plant and supporting files are freely available from https://github.com/Yin-Shen/Char Plant.
基金National Natural Science Foundation of China(NSFC)(31571464,31371438,and 31070222 to Q.S.Q.)Qinghai Provincial Department of Science and Technology Qinghai basic research program(2022-ZJ-724 to Q.S.Q.)+3 种基金Qinghai Provincial Department of Science and Technology Innovation Platform Construction Fund(2020-ZJ-Y40 to Q.S.Q.)Independent Research and Development Project of State Key Laboratory of Herbage Improvement and Grassland Agro-ecosystems(202202 to Q.S.Q.)Special Project in Key Fields of the Ordinary Universities of Guangdong Provincial Department(2021ZDZX4027)Innovation Team Project of Ordinary Universities of Guangdong Province(2021KCXTD011).
文摘The clustered regularly interspaced short palindromic repeats(CRISPR)/CRISPR-associated protein 9(Cas9)system is a fast-growing,genome editing technology that has wide applications in identifying gene functions as well as improving agricultural production and crop breeding.Here,we summarized recent advances in the development and applications of genome editing technologies in plants.We briefly described CRISPR/Cas9 technology and examined the base and prime editing techniques that have been developed from CRISPR technology.Some new prime editing-derived techniques were assessed.
基金supported by the National Natural Science Foundation of China(31771422)the National Key Research and Development Program of China(2016YFD0100904)the open funds of the National Key Laboratory of Crop Genetic Improvement(ZK201906)
文摘The linear genome of eukaryotes is partitioned into diverse chromatin states and packaged into a threedimensional(3D)structure,which has functional implications in DNA replication,DNA repair,and transcriptional regulation.Over the past decades,research on plant functional genomics and epigenomics has made great progress,with thousands of genes cloned and molecular mechanisms of diverse biological processes elucidated.Recently,3D genome research has gradually attracted great attention of many plant researchers.Herein,we briefly review the progress in genomic and epigenomic research in plants,with a focus on Arabidopsis and rice,and summarize the currently used technologies and advances in plant 3D genome organization studies.We also discuss the relationships between onedimensional linear genome sequences,epigenomic states,and the 3D chromatin architecture.This review provides basis for future research on plant 3D genomics.
基金Supported by National Natural Science Foundation of China(31060042)Applied Basic Research Project of Yunnan Province(2009ZC079M)
文摘[Objective] This study aimed to explore a method for plant genomic DNA extraction, to provide guidance for rapid extraction of genomic DNA from plant tissues. [ Method] Based on the published genomic DNA extraction methods, operation steps, reagent amount and processing time of SDS extraction method were optimized. [Result] A widely applicable method was established initially for genomic DNA extraction from various varieties of plants and various kinds of plant tissues. Quality of the extracted genomic DNA was relatively good, which meets the requirements for further operation. [ Conclusion] This study provided guidance for rapid plant genomic DNA extraction.
文摘Association mapping(as opposed to population mapping) is becoming more important in establishing associations between a phenotype and a genotype.The major advantage of association mapping,
基金supported by Technological Innovation 2030 (2022ZD0401701)National Natural Science Foundation of China (32000475,32030021)+1 种基金Strategic Priority Research Program of the Chinese Academy of Sciences (XDA24040201)Youth Innovation Promotion Association of the Chinese Academy of Sciences (Y2021038).
文摘Genomic data serve as an invaluable resource for unraveling the intricacies of the higher plant systems,including the constituent elements within and among species.Through various efforts in genomic data archiving,integrative analysis and value-added curation,the National Genomics Data Center(NGDC),which is a part of the China National Center for Bioinformation(CNCB),has successfully established and currently maintains a vast amount of database resources.This dedicated initiative of the NGDC facilitates a data-rich ecosystem that greatly strengthens and supports genomic research efforts.Here,we present a comprehensive overview of central repositories dedicated to archiving,presenting,and sharing plant omics data,introduce knowledgebases focused on variants or gene-based functional insights,highlight species-specific multiple omics database resources,and briefly review the online application tools.We intend that this review can be used as a guide map for plant researchers wishing to select effective data resources from the NGDC for their specific areas of study.
基金supported by grants from the Strategic Priority Research Program of the Chinese Academy of Sciences(Precision Seed Design and Breeding,XDA24020101 and XDA24020310)the National Natural Science Foundation of China(31672015,31788103)the Youth Innovation Promotion Association of the Chinese Academy of Sciences(2020000003)。
文摘MAD7 is an engineered nuclease of the Class 2 type V-A CRISPR-Cas(Cas12 a/Cpf1)family with a low level of homology to canonical Cas12 a nucleases.It has been publicly released as a royalty-free nuclease for both academic and commercial use.Here,we demonstrate that the CRISPR-MAD7 system can be used for genome editing and recognizes T-rich PAM sequences(YTTN)in plants.Its editing efficiency in rice and wheat is comparable to that of the widely used CRISPR-Lb Cas12 a system.We develop two variants,MAD7-RR and MAD7-RVR that increase the target range of MAD7,as well as an M-AFID(a MAD7-APOBEC fusion-induced deletion)system that creates predictable deletions from 50-deaminated Cs to the MAD7-cleavage site.Moreover,we show that MAD7 can be used for multiplex gene editing and that it is effective in generating indels when combined with other CRISPR RNA orthologs.Using the CRISPR-MAD7 system,we have obtained regenerated mutant rice and wheat plants with up to 65.6%efficiency.
基金supported by the National Key Research and Development Program of China(2022YFD1201100)the National Natural Science Foundation of China(32071464)+1 种基金Chinese Universities Scientific Fund(2023RC002)the 2115 Talent Development Program of China Agricultural University.
文摘Plant genomics and crop breeding are at the intersection of biotechnology and information technology.Driven by a combination of highthroughput sequencing,molecular biology and data science,great advances have been made in omics technologies at every step along the central dogma,especially in genome assembling,genome annotation,epigenomic profiling,and transcriptome profiling.These advances further revolutionized three directions of development.One is genetic dissection of complex traits in crops,along with genomic prediction and selection.The second is comparative genomics and evolution,which open up new opportunities to depict the evolutionary constraints of biological sequences for deleterious variant discovery.The third direction is the development of deep learning approaches for the rational design of biological sequences,especially proteins,for synthetic biology.All three directions of development serve as the foundation for a new era of crop breeding where agronomic traits are enhanced by genome design.
基金the National Natural Science Foundation of China(no.31771422 to X.L.,no.31771402 to G.L.)the National Key Research and Development Program of China(no.2016YFD0100904 to X.L.)the open funds of the National Key Laboratory of Crop Genetic Improvement(no.ZK201906 to X.L.).
文摘The eukaryotic genome has a hierarchicalthree-dimensional(3D)organization with functional implications for DNA replication,DNA repair,and transcriptional regulation.Over the past decade,scientists have endeavored to elucidate the spatial characteristics and functions of plant genome architecture using high-throughput chromatin conformation capturing technologies such as Hi-C,ChlA-PET,and HiChIP.Here,we systematically review current understanding of chromatin organization in plants at multiple scales.We also discuss the emerging opinions and concepts in 3D genome research,focusing on state-of-the-art 3D genome techniques,RNA-chromatin interactions,liquid-liquid phase separation,and dynamic chromatin alterations.We propose the application of single-cell/single-molecule multi-omics,multiway(DNA-DNA,DNA-RNA,and RNA-RNA interactions)chromatin conformation capturing methods,and proximity ligation-independent 3D genome-mapping technologies to explore chromatin organization structure and function in plants.Such methods could reveal the spatial interactions between trait-related SNPs and their target genes at various spatiotemporal resolutions,and elucidate the molecular mecha-nisms of the interactions among DNA elements,RNA molecules,and protein factors during the formation of key traits in plants.
基金supported by the National Natural Science Foundation of China(Grant Nos.201263,383601 and 31200273)
文摘Precise genome modification with engineered nucleases is a powerful tool for studying basic biology and applied biotechnology. Transcription activator-like effector nucleases(TALENs),consisting of an engineered specific(TALE) DNA binding domain and a Fok I cleavage domain,are newly developed versatile reagents for genome engineering in different organisms.Because of the simplicity of the DNA recognition code and their modular assembly,TALENs can act as customizable molecular DNA scissors inducing double-strand breaks(DSBs) at given genomic location.Thus,they provide a valuable approach to targeted genome modifications such as mutations, insertions,replacements or chromosome rearrangements.In this article,we review the development of TALENs,and summarize the principles and tools for TALEN-mediated gene targeting in plant cells,as well as current and potential strategies for use in plant research and crop improvement.
基金grants from the National Natural Science Foundation of China (91435203 and 31991222)the Major Program of Guangdong Basic and Applied Basic Research (2019B030302006)。
文摘Dear Editor,CRISPR(clustered regularly interspaced short palindromic repeats)/Cas genome editing is a powerful tool for introducing specific mutations in organisms including plants.The system is composed of a nuclease such as Cas9 or Cas12a and an engineered single-guide RNA(sgRNA)incorporating a target sequence(Li et al.,2019).A Cas9/sgRNA complex recognizes its target site in the genome,resulting in a mutation at that site.
基金I.A.G.received support from the Biotechnology and Biological Sciences Research Council,United Kingdom(grant BB/K018809/1)and the Gar-field Weston Foundation,United Kingdom.
文摘Phylogenomic analysis of whole genome sequences of five benzylisoquinoline alkaloid(BIA)-producing species from the Ranunculales and Proteales orders of flowering plants revealed the sequence and timing of evolutionary events leading to the diversification of these compounds.(S)-Reticuline is a pivotal intermediate in the synthesis of many BIAs and our analyses revealed parallel evolution between the two orders,which diverged122 million years ago(MYA).Berberine is present in species across the entire Ranunculales,and we found co-evolution of genes essential for production of the protoberberine class.The benzophenanthridine class,which includes the antimicrobial compound sanguinarine,is specific to the Papaveraceae family of Ranunculales,and biosynthetic genes emerged after the split with the Ranunculaceae family110 MYA but before the split of the three Papaveraceae species used in this study at77 MYA.The phthalideisoquinoline noscapine and morphinan class of BIAs are exclusive to the opium poppy lineage.Ks estimation of paralogous pairs indicates that morphine biosynthesis evolved more recently than 18 MYA in the Papaver genus.In the preceding 100 million years gene duplication,neofunctionalization and recruitment of additional enzyme classes,combined with gene clustering,gene fusion,and gene amplification,resulted in emergence of medicinally valuable BIAs including morphine and noscapine.
基金supported by the National Natural Science Foundation of China(Grant Nos. 31522006 and 31570276)funds from Sun Yatsen University and from China's Thousand Young Talents Program to J.-F.Li
文摘The CRISPR/Cas technology is emerging as a revolutionary genome editing tool in diverse organisms including plants,and has quickly evolved into a suite of versatile tools for sequence-specific gene manipulations beyond genome editing.Here,we review the most recent applications of the CRISPR/Cas toolkit in plants and also discuss key factors for improving CRISPR/Cas performance and strategies for reducing the off-target effects.Novel technical breakthroughs in mammalian research regarding the CRISPR/Cas toolkit will also be incorporated into this review in hope to stimulate prospective users from the plant research community to fully explore the potential of these technologies.
文摘We are very pleased to announce a special issue, to be published in the fall of 2018, on "Plant Genomics" in the journal Genomics, Proteomics & Bioinformatics (GPB).
文摘The next generation sequencing enables generation of high resolution and high throughput data for structure sequence of any genome at a fast declining cost. This opens opportunity for population based genetic and genomic analyses. In many applications, whole genome sequencing or re-sequencing is unnecessary or prohibited by budget limits. The Reduced Representation Genome Sequencing (RRGS), which sequences only a small proportion of the genome of interest, has been proposed to deal with the situations. Several forms of RRGS are proposed and implemented in the literature. When applied to plant or crop species, the current RRGS protocols shared a key drawback that a significantly high proportion (up to 60%) of sequence reads to be generated may be of non-genomic origin but attributed to chloroplast DNA or rRNA genes, leaving an exceptional low efficiency of the sequencing experiment. We recommended and discussed here the design of optimized simplified genomic DNA and bisulfite sequencing strategies, which may greatly improves efficiency of the sequencing experiments by bringing down the presentation of the undesirable sequencing reads to less than 10% in the whole sequence reads. The optimized RAD- seq and RRBS-seq methods are potentially useful for sequence variant screening and genotyping in large plant/crop populations.
基金supported by the National Natural Science Foundation of China(31830005 and 31971540)the National Key Research and Development Plan(2017FY100705)the Guangdong Basic and Applied Basic Research Foundation(2019A1515010752).
文摘Convergent evolution is especially common in plants that have independently adapted to the same extreme environments(i.e.,extremophile plants).The recent burst of omics data has alleviated many limitations that have hampered molecular convergence studies of non-model extremophile plants.In this review,we summarize cases of genomic convergence in these taxa to examine the extent and type of genomic convergence during the process of adaptation to extreme environments.Despite being well studied by candidate gene approaches,convergent evolution at individual sites is rare and often has a high false-positive rate when assessed in whole genomes.By contrast,genomic convergence at higher genetic levels has been detected during adaptation to the same extreme environments.Examples include the convergence of biological pathways and changes in gene expression,gene copy number,amino acid usage,and GC content.Higher convergence levels play important roles in the adaptive evolution of extremophiles and may be more frequent and involve more genes.In several cases,multiple types of convergence events have been found to co-occur.However,empirical and theoretical studies of this higher level convergent evolution are still limited.In conclusion,both the development of powerful approaches and the detection of convergence at various genetic levels are needed to further reveal the genetic mechanisms of plant adaptation to extreme environments.