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Zhou X, Shafique K, Sajid M, Ali Q, Khalili E, Javed MA, Haider MS, Zhou G, Zhu G. Era-like GTP protein gene expression in rice. BRAZ J BIOL 2021; 82:e250700. [PMID: 34259718 DOI: 10.1590/1519-6984.250700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 06/19/2021] [Indexed: 11/22/2022] Open
Abstract
The mutations are genetic changes in the genome sequences and have a significant role in biotechnology, genetics, and molecular biology even to find out the genome sequences of a cell DNA along with the viral RNA sequencing. The mutations are the alterations in DNA that may be natural or spontaneous and induced due to biochemical reactions or radiations which damage cell DNA. There is another cause of mutations which is known as transposons or jumping genes which can change their position in the genome during meiosis or DNA replication. The transposable elements can induce by self in the genome due to cellular and molecular mechanisms including hypermutation which caused the localization of transposable elements to move within the genome. The use of induced mutations for studying the mutagenesis in crop plants is very common as well as a promising method for screening crop plants with new and enhanced traits for the improvement of yield and production. The utilization of insertional mutations through transposons or jumping genes usually generates stable mutant alleles which are mostly tagged for the presence or absence of jumping genes or transposable elements. The transposable elements may be used for the identification of mutated genes in crop plants and even for the stable insertion of transposable elements in mutated crop plants. The guanine nucleotide-binding (GTP) proteins have an important role in inducing tolerance in rice plants to combat abiotic stress conditions.
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Affiliation(s)
- X Zhou
- Linyi University, College of Life Science, Linyi, Shandong, China
| | - K Shafique
- Government Sadiq College Women University, Department of Botany, Bahawalpur, Pakistan
| | - M Sajid
- University of Okara, Faculty of Life Sciences, Department of Biotechnology, Okara, Pakistan
| | - Q Ali
- University of Lahore, Institute of Molecular Biology and Biotechnology, Lahore, Pakistan
| | - E Khalili
- Tarbiat Modarres University, Faculty of Science, Department of Plant Science, Tehran, Iran
| | - M A Javed
- University of the Punjab Lahore, Department of Plant Breeding and Genetics, Lahore, Pakistan
| | - M S Haider
- University of the Punjab Lahore, Department of Plant Pathology, Lahore, Pakistan
| | - G Zhou
- Yangzhou University, The Ministry of Education of China, Joint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou, Jiangsu, China
| | - G Zhu
- Yangzhou University, The Ministry of Education of China, Joint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou, Jiangsu, China
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Stich B, Benke A, Schmidt M, Urbany C, Shi R, von Wirén N. The maize shoot ionome: Its interaction partners, predictive power, and genetic determinants. Plant Cell Environ 2020; 43:2095-2111. [PMID: 32529648 DOI: 10.1111/pce.13823] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Revised: 04/05/2020] [Accepted: 04/18/2020] [Indexed: 05/28/2023]
Abstract
An improved understanding of how to manipulate the accumulation and enrichment of mineral elements in aboveground plant tissues holds promise for future resource efficient and sustainable crop production. The objectives of this study were to (a) evaluate the influence of Fe regimes on mineral element concentrations and contents in the maize shoot as well as their correlations, (b) examine the predictive ability of physiological and morphological traits of individual genotypes of the IBM population from the concentration of mineral elements, and (c) identify genetic factors influencing the mineral element composition within and across Fe regimes. We evaluated the concentration and content of 12 mineral elements in shoots of the IBM population grown in sufficient and deficient Fe regimes and found for almost all mineral elements a significant (α = 0.05) genotypic variance. Across all mineral elements, the variance of genotype*Fe regime interactions was on average even more pronounced. High prediction abilities indicated that mineral elements are powerful predictors of morphological and physiological traits. Furthermore, our results suggest that ZmHMA2/3 and ZmMOT1 are major players in the natural genetic variation of Cd and Mo concentrations and contents of maize shoots, respectively.
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Affiliation(s)
- Benjamin Stich
- Institute for Quantitative Genetics and Genomics of Plants, Heinrich Heine University, Düsseldorf, Germany
- Cluster of Excellence on Plant Sciences, Düsseldorf, Germany
- Max Planck Institute for Plant Breeding Research, Köln, Germany
| | - Andreas Benke
- Max Planck Institute for Plant Breeding Research, Köln, Germany
| | - Maria Schmidt
- Institute for Quantitative Genetics and Genomics of Plants, Heinrich Heine University, Düsseldorf, Germany
| | - Claude Urbany
- Max Planck Institute for Plant Breeding Research, Köln, Germany
| | - Rongli Shi
- Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
| | - Nicolaus von Wirén
- Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
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Peng X, Ma X, Lu S, Li Z. A Versatile Plant Rhabdovirus-Based Vector for Gene Silencing, miRNA Expression and Depletion, and Antibody Production. Front Plant Sci 2020; 11:627880. [PMID: 33510764 PMCID: PMC7835261 DOI: 10.3389/fpls.2020.627880] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 12/16/2020] [Indexed: 05/12/2023]
Abstract
Plant virus vectors are ideal tools for delivery of genetic cargo into host cells for functional genomics studies and protein overexpression. Although a vast number of plant virus vectors have been developed for different purposes, the utility of a particular virus vector is generally limited. Here, we report a multipurpose plant rhabdovirus-based vector system suitable for a wide range of applications in Nicotiana benthamiana. We engineered sonchus yellow net rhabdovirus (SYNV)-based gene silencing vectors through expressing a sense, antisense, or double-stranded RNAs of target genes. Robust target gene silencing was also achieved with an SYNV vector expressing a designed artificial microRNA. In addition, ectopic expression of a short tandem target mimic RNA using the SYNV vector led to a significant depletion of the target miR165/166 and caused abnormal leaf development. More importantly, SYNV was able to harbor two expression cassettes that permitted simultaneous RNA silencing and overexpression of large reporter gene. This dual capacity vector also enabled systemic expression of a whole-molecule monoclonal antibody consisting of light and heavy chains. These results highlight the utility of the SYNV vector system in gene function studies and agricultural biotechnology and provide a technical template for developing similar vectors of other economically important plant rhabdoviruses.
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Affiliation(s)
- Xingxing Peng
- State Key Laboratory of Rice Biology, Institute of Biotechnology, Zhejiang University, Hangzhou, China
| | - Xiaonan Ma
- State Key Laboratory of Rice Biology, Institute of Biotechnology, Zhejiang University, Hangzhou, China
| | - Shuting Lu
- State Key Laboratory of Rice Biology, Institute of Biotechnology, Zhejiang University, Hangzhou, China
| | - Zhenghe Li
- State Key Laboratory of Rice Biology, Institute of Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agriculture Key Laboratory of Molecular Biology of Crop Pathogens and Insect Pests, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Zhejiang University, Hangzhou, China
- *Correspondence: Zhenghe Li,
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Vlaminck L, Sang-Aram C, Botterman D, Uy CJC, Harper MK, Inzé D, Gheysen G, Depuydt S. Development of a novel and rapid phenotype-based screening method to assess rice seedling growth. Plant Methods 2020; 16:139. [PMID: 33072175 PMCID: PMC7560306 DOI: 10.1186/s13007-020-00682-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 10/07/2020] [Indexed: 05/13/2023]
Abstract
BACKGROUND Rice (Oryza sativa) is one of the most important model crops in plant research. Despite its considerable advantages, (phenotypic) bioassays for rice are not as well developed as for Arabidopsis thaliana. Here, we present a phenotype-based screening method to study shoot-related parameters of rice seedlings via an automated computer analysis. RESULTS The phenotype-based screening method was validated by testing several compounds in pharmacological experiments that interfered with hormone homeostasis, confirming that the assay was consistent with regard to the anticipated plant growth regulation and revealing the robustness of the set-up in terms of reproducibility. Moreover, abiotic stress tests using NaCl and DCMU, an electron transport blocker during the light dependent reactions of photosynthesis, confirmed the validity of the new method for a wide range of applications. Next, this method was used to screen the impact of semi-purified fractions of marine invertebrates on the initial stages of rice seedling growth. Certain fractions clearly stimulated growth, whereas others inhibited it, especially in the root, illustrating the possible applications of this novel, robust, and fast phenotype-based screening method for rice. CONCLUSIONS The validated phenotype-based and cost-efficient screening method allows a quick and proper analysis of shoot growth and requires only small volumes of compounds and media. As a result, this method could potentially be used for a whole range of applications, ranging from discovery of novel biostimulants, plant growth regulators, and plant growth-promoting bacteria to analysis of CRISPR knockouts, molecular plant breeding, genome-wide association, and phytotoxicity studies. The assay system described here can contribute to a better understanding of plant development in general.
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Affiliation(s)
- Lena Vlaminck
- Present Address: Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052 Ghent, Belgium
- Laboratory of Plant Growth Analysis, Ghent University Global Campus, Incheon, 21985 South Korea
| | - Chananchida Sang-Aram
- Present Address: Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Laboratory of Plant Growth Analysis, Ghent University Global Campus, Incheon, 21985 South Korea
| | - Deborah Botterman
- Laboratory of Plant Growth Analysis, Ghent University Global Campus, Incheon, 21985 South Korea
| | - Christine Jewel C. Uy
- Laboratory of Plant Growth Analysis, Ghent University Global Campus, Incheon, 21985 South Korea
| | - Mary Kay Harper
- Department of Medical Chemistry, University of Utah, Salt Lake City, UT 84112 USA
| | - Dirk Inzé
- Present Address: Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052 Ghent, Belgium
| | | | - Stephen Depuydt
- Present Address: Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052 Ghent, Belgium
- Laboratory of Plant Growth Analysis, Ghent University Global Campus, Incheon, 21985 South Korea
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Li Z, Wang F, Li JF. Targeted Transcriptional Activation in Plants Using a Potent Dead Cas9-Derived Synthetic Gene Activator. Curr Protoc Mol Biol 2019; 127:e89. [PMID: 31237422 DOI: 10.1002/cpmb.89] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Genetic tools for specific perturbation of endogenous gene expression are highly desirable for interrogation of plant gene functions and improvement of crop traits. Synthetic transcriptional activators derived from the CRISPR/Cas9 system are emerging as powerful new tools for activating the endogenous expression of genes of interest in plants. These synthetic constructs, generated by tethering transcriptional activation domains to a nuclease-dead Cas9 (dCas9), can be directed to the promoters of endogenous target genes by single guide RNAs (sgRNAs) to activate transcription. Here, we provide a detailed protocol for targeted transcriptional activation in plants using a recently developed, highly potent dCas9 gene activator construct referred to as dCas9-TV. This protocol covers selection of sgRNA targets, construction of sgRNA expression cassettes, and screening for an optimal sgRNA using a protoplast-based promoter-luciferase assay. Finally, the dCas9-TV gene activator coupled with the optimal sgRNA is delivered into plants via Agrobacterium-mediated transformation, thereby enabling robust upregulation of target gene expression in transgenic Arabidopsis and rice plants. © 2019 by John Wiley & Sons, Inc.
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Affiliation(s)
- Zhenxiang Li
- Guangdong Provincial Key Laboratory of Plant Resources, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Fengzhu Wang
- Guangdong Provincial Key Laboratory of Plant Resources, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Jian-Feng Li
- Guangdong Provincial Key Laboratory of Plant Resources, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
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Ling J, Li R, Nwafor CC, Cheng J, Li M, Xu Q, Wu J, Gan L, Yang Q, Liu C, Chen M, Zhou Y, Cahoon EB, Zhang C. Development of iFOX-hunting as a functional genomic tool and demonstration of its use to identify early senescence-related genes in the polyploid Brassica napus. Plant Biotechnol J 2018; 16:591-602. [PMID: 28718508 PMCID: PMC5787830 DOI: 10.1111/pbi.12799] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 06/29/2017] [Accepted: 07/12/2017] [Indexed: 05/20/2023]
Abstract
Functional genomic studies of many polyploid crops, including rapeseed (Brassica napus), are constrained by limited tool sets. Here we report development of a gain-of-function platform, termed 'iFOX (inducible Full-length cDNA OvereXpressor gene)-Hunting', for inducible expression of B. napus seed cDNAs in Arabidopsis. A Gateway-compatible plant gene expression vector containing a methoxyfenozide-inducible constitutive promoter for transgene expression was developed. This vector was used for cloning of random cDNAs from developing B. napus seeds and subsequent Agrobacterium-mediated transformation of Arabidopsis. The inducible promoter of this vector enabled identification of genes upon induction that are otherwise lethal when constitutively overexpressed and to control developmental timing of transgene expression. Evaluation of a subset of the resulting ~6000 Arabidopsis transformants revealed a high percentage of lines with full-length B. napus transgene insertions. Upon induction, numerous iFOX lines with visible phenotypes were identified, including one that displayed early leaf senescence. Phenotypic analysis of this line (rsl-1327) after methoxyfenozide induction indicated high degree of leaf chlorosis. The integrated B. napuscDNA was identified as a homolog of an Arabidopsis acyl-CoA binding protein (ACBP) gene designated BnACBP1-like. The early senescence phenotype conferred by BnACBP1-like was confirmed by constitutive expression of this gene in Arabidopsis and B. napus. Use of the inducible promoter in the iFOX line coupled with RNA-Seq analyses allowed mechanistic clues and a working model for the phenotype associated with BnACBP1-like expression. Our results demonstrate the utility of iFOX-Hunting as a tool for gene discovery and functional characterization of Brassica napus genome.
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Affiliation(s)
- Juan Ling
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Renjie Li
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Chinedu Charles Nwafor
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
- Department of Crop ScienceBenson Idahosa UniversityBenin CityNigeria
| | - Junluo Cheng
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Maoteng Li
- Department of BiotechnologyCollege of Life Science and TechnologyHuazhong University of Science and TechnologyWuhanChina
| | - Qing Xu
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Jian Wu
- Jiangsu Provincial Key Laboratory of Crop Genetics and PhysiologyYangzhou UniversityYangzhouChina
| | - Lu Gan
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Qingyong Yang
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Chao Liu
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Ming Chen
- Center for Plant Science Innovation and Department of BiochemistryUniversity of Nebraska‐LincolnLincolnNEUSA
| | - Yongming Zhou
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Edgar B. Cahoon
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
- Center for Plant Science Innovation and Department of BiochemistryUniversity of Nebraska‐LincolnLincolnNEUSA
| | - Chunyu Zhang
- National Research Centre of Rapeseed Engineering and TechnologyCollege of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
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Wang D, Wang S, Chao J, Wu X, Sun Y, Li F, Lv J, Gao X, Liu G, Wang Y. Morphological phenotyping and genetic analyses of a new chemical-mutagenized population of tobacco (Nicotiana tabacum L.). Planta 2017; 246:149-163. [PMID: 28401357 DOI: 10.1007/s00425-017-2690-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2017] [Accepted: 04/01/2017] [Indexed: 06/07/2023]
Abstract
MAIN CONCLUSION A novel tobacco mutant library was constructed, screened, and characterized as a crucial genetic resource for functional genomics and applied research. A comprehensive mutant library is a fundamental resource for investigating gene functions, especially after the completion of genome sequencing. A new tobacco mutant population induced by ethyl methane sulfonate mutagenesis was developed for functional genomics applications. We isolated 1607 mutant lines and 8610 mutant plants with altered morphological phenotypes from 5513 independent M2 families that consisted of 69,531 M2 plants. The 2196 mutations of abnormal phenotypes in the M2 putative mutants were classified into four groups with 17 major categories and 51 subcategories. More than 60% of the abnormal phenotypes observed fell within the five major categories including plant height, leaf shape, leaf surface, leaf color, and flowering time. The 465 M2 mutants exhibited multiple phenotypes, and 1054 of the 2196 mutations were pleiotropic. Verification of the phenotypes in advanced generations indicated that 70.63% of the M3 lines, 84.87% of the M4 lines, and 95.75% of the M5 lines could transmit original mutant phenotypes of the corresponding M2, M3, and M4 mutant plants. Along with the increased generation of mutants, the ratios of lines inheriting OMPs increased and lines with emerging novel mutant phenotypes decreased. Genetic analyses of 18 stably heritable mutants showed that two mutants were double recessive, five were monogenic recessive, eight presented monogenic dominant inheritance, and three presented semi-dominant inheritance. The pleiotropy pattern, saturability evaluation, research prospects of genome, and phenome of the mutant populations were also discussed. Simultaneously, this novel mutant library provided a fundamental resource for investigating gene functions in tobacco.
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Affiliation(s)
- Dawei Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Shaomei Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
| | - Jiangtao Chao
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Xinru Wu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Yuhe Sun
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Fengxia Li
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Jing Lv
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Xiaoming Gao
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China
| | - Guanshan Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China.
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China.
| | - Yuanying Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, No. 11 Keyuanjingsi Road, Laoshan District, Qingdao, 266101, China.
- Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao, 266101, China.
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Rutter MT, Wieckowski YM, Murren CJ, Strand AE. Fitness effects of mutation: testing genetic redundancy in Arabidopsis thaliana. J Evol Biol 2017; 30:1124-1135. [PMID: 28387971 DOI: 10.1111/jeb.13081] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 03/09/2017] [Indexed: 01/05/2023]
Abstract
Screens of organisms with disruptive mutations in a single gene often fail to detect phenotypic consequences for the majority of mutants. One explanation for this phenomenon is that the presence of paralogous loci provides genetic redundancy. However, it is also possible that the assayed traits are affected by few loci, that effects could be subtle or that phenotypic effects are restricted to certain environments. We assayed a set of T-DNA insertion mutant lines of Arabidopsis thaliana to determine the frequency with which mutation affected fitness-related phenotypes. We found that between 8% and 42% of the assayed lines had altered fitness from the wild type. Furthermore, many of these lines exhibited fitness greater than the wild type. In a second experiment, we grew a subset of the lines in multiple environments and found whether a T-DNA insert increased or decreased fitness traits depended on the assay environment. Overall, our evidence contradicts the hypothesis that genetic redundancy is a common phenomenon in A. thaliana for fitness traits. Evidence for redundancy from prior screens of knockout mutants may often be an artefact of the design of the phenotypic assays which have focused on less complex phenotypes than fitness and have used single environments. Finally, our study adds to evidence that beneficial mutations may represent a significant component of the mutational spectrum of A. thaliana.
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Affiliation(s)
- M T Rutter
- Department of Biology, College of Charleston, Charleston, SC, USA
| | - Y M Wieckowski
- Department of Biology, College of Charleston, Charleston, SC, USA
| | - C J Murren
- Department of Biology, College of Charleston, Charleston, SC, USA
| | - A E Strand
- Department of Biology, College of Charleston, Charleston, SC, USA
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Kleinboelting N, Huep G, Weisshaar B. Enhancing the GABI-Kat Arabidopsis thaliana T-DNA Insertion Mutant Database by Incorporating Araport11 Annotation. Plant Cell Physiol 2017; 58:e7. [PMID: 28013277 PMCID: PMC5444572 DOI: 10.1093/pcp/pcw205] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 11/11/2016] [Indexed: 05/29/2023]
Abstract
SimpleSearch provides access to a database containing information about T-DNA insertion lines of the GABI-Kat collection of Arabidopsis thaliana mutants. These mutants are an important tool for reverse genetics, and GABI-Kat is the second largest collection of such T-DNA insertion mutants. Insertion sites were deduced from flanking sequence tags (FSTs), and the database contains information about mutant plant lines as well as insertion alleles. Here, we describe improvements within the interface (available at http://www.gabi-kat.de/db/genehits.php) and with regard to the database content that have been realized in the last five years. These improvements include the integration of the Araport11 genome sequence annotation data containing the recently updated A. thaliana structural gene descriptions, an updated visualization component that displays groups of insertions with very similar insertion positions, mapped confirmation sequences, and primers. The visualization component provides a quick way to identify insertions of interest, and access to improved data about the exact structure of confirmed insertion alleles. In addition, the database content has been extended by incorporating additional insertion alleles that were detected during the confirmation process, as well as by adding new FSTs that have been produced during continued efforts to complement gaps in FST availability. Finally, the current database content regarding predicted and confirmed insertion alleles as well as primer sequences has been made available as downloadable flat files.
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Affiliation(s)
- Nils Kleinboelting
- Center for Biotechnology and Department of Biology, Bielefeld University, Universitaetsstrasse 25, D-33615 Bielefeld, Germany
| | - Gunnar Huep
- Center for Biotechnology and Department of Biology, Bielefeld University, Universitaetsstrasse 25, D-33615 Bielefeld, Germany
| | - Bernd Weisshaar
- Center for Biotechnology and Department of Biology, Bielefeld University, Universitaetsstrasse 25, D-33615 Bielefeld, Germany
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Hori K, Matsubara K, Yano M. Genetic control of flowering time in rice: integration of Mendelian genetics and genomics. Theor Appl Genet 2016; 129:2241-2252. [PMID: 27695876 DOI: 10.1007/s00122-016-2773-4] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 08/12/2016] [Indexed: 05/20/2023]
Abstract
Integration of previous Mendelian genetic analyses and recent molecular genomics approaches, such as linkage mapping and QTL cloning, dramatically strengthened our current understanding of genetic control of rice flowering time. Flowering time is one of the most important agronomic traits for seed production in rice (Oryza sativa L.). It is controlled mainly by genes associated with photoperiod sensitivity, particularly in short-day plants such as rice. Since the early twentieth century, rice breeders and researchers have been interested in elucidating the genetic basis of flowering time because its modification is important for regional adaptation and yield optimization. Although flowering time is a complex trait controlled by many quantitative trait loci (QTLs), classical genetic studies have shown that many associated genes are inherited in accordance with Mendelian laws. Decoding the rice genome sequence opened a new era in understanding the genetic control of flowering time on the basis of genome-wide mapping and gene cloning. Heading date 1 (Hd1) was the first flowering time QTL to be isolated using natural variation in rice. Recent accumulation of information on rice genome has facilitated the cloning of other QTLs, including those with minor effects on flowering time. This information has allowed us to rediscover some of the flowering genes that were identified by classical Mendelian genetics. The genes characterized so far, including Hd1, have been assigned to specific photoperiod pathways. In this review, we provide an overview of the studies that led to an in-depth understanding of the genetic control of flowering time in rice, and of the current state of improving and fine-tuning this trait for rice breeding.
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Montagnoli A, Terzaghi M, Fulgaro N, Stoew B, Wipenmyr J, Ilver D, Rusu C, Scippa GS, Chiatante D. Non-destructive Phenotypic Analysis of Early Stage Tree Seedling Growth Using an Automated Stereovision Imaging Method. Front Plant Sci 2016; 7:1644. [PMID: 27840632 PMCID: PMC5083884 DOI: 10.3389/fpls.2016.01644] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 10/18/2016] [Indexed: 05/04/2023]
Abstract
A plant phenotyping approach was applied to evaluate growth rate of containerized tree seedlings during the precultivation phase following seed germination. A simple and affordable stereo optical system was used to collect stereoscopic red-green-blue (RGB) images of seedlings at regular intervals of time. Comparative analysis of these images by means of a newly developed software enabled us to calculate (a) the increments of seedlings height and (b) the percentage greenness of seedling leaves. Comparison of these parameters with destructive biomass measurements showed that the height traits can be used to estimate seedling growth for needle-leaved plant species whereas the greenness trait can be used for broad-leaved plant species. Despite the need to adjust for plant type, growth stage and light conditions this new, cheap, rapid, and sustainable phenotyping approach can be used to study large-scale phenome variations due to genome variability and interaction with environmental factors.
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Affiliation(s)
- Antonio Montagnoli
- Laboratory of Environmental and Applied Botany, Department of Biotechnology and Life Science, University of InsubriaVarese, Italy
| | - Mattia Terzaghi
- Laboratory of Environmental and Applied Botany, Department of Biotechnology and Life Science, University of InsubriaVarese, Italy
| | - Nicoletta Fulgaro
- Laboratory of Environmental and Applied Botany, Department of Biotechnology and Life Science, University of InsubriaVarese, Italy
| | - Borys Stoew
- Sensor Systems Department, Acreo Swedish ICTGothenburg, Sweden
| | - Jan Wipenmyr
- Sensor Systems Department, Acreo Swedish ICTGothenburg, Sweden
| | - Dag Ilver
- Sensor Systems Department, Acreo Swedish ICTGothenburg, Sweden
| | - Cristina Rusu
- Sensor Systems Department, Acreo Swedish ICTGothenburg, Sweden
| | | | - Donato Chiatante
- Laboratory of Environmental and Applied Botany, Department of Biotechnology and Life Science, University of InsubriaVarese, Italy
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13
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Shen Y, Pan G, Lübberstedt T. Haploid Strategies for Functional Validation of Plant Genes. Trends Biotechnol 2016; 33:611-620. [PMID: 26409779 DOI: 10.1016/j.tibtech.2015.07.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Revised: 07/29/2015] [Accepted: 07/30/2015] [Indexed: 01/11/2023]
Abstract
Increasing knowledge of plant genome sequences requires the development of more reliable and efficient genetic approaches for genotype-phenotype validation. Functional identification of plant genes is generally achieved by a combination of creating genetic modifications and observing the according phenotype, which begins with forward-genetic methods represented by random physical and chemical mutagenesis and move towards reverse-genetic tools as targeted genome editing. A major bottleneck is time need to produce modified homozygous genotypes that can actually be used for phenotypic validation. Herein, we comprehensively address and compare available experimental approaches for functional validation of plant genes, and propose haploid strategies to reduce the time needed and cost consumed for establishing gene function.
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Affiliation(s)
- Yaou Shen
- Maize Research Institute, Sichuan Agricultural University, 211 Huimin Road, Wenjiang District, Chengdu, 611130, China; Department of Agronomy, Iowa State University, 100 Osborn Drive, Ames, IA 50011, USA.
| | - Guangtang Pan
- Maize Research Institute, Sichuan Agricultural University, 211 Huimin Road, Wenjiang District, Chengdu, 611130, China
| | - Thomas Lübberstedt
- Department of Agronomy, Iowa State University, 100 Osborn Drive, Ames, IA 50011, USA.
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14
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Teotia S, Singh D, Tang X, Tang G. Essential RNA-Based Technologies and Their Applications in Plant Functional Genomics. Trends Biotechnol 2016; 34:106-123. [PMID: 26774589 DOI: 10.1016/j.tibtech.2015.12.001] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 11/19/2015] [Accepted: 12/07/2015] [Indexed: 12/20/2022]
Abstract
Genome sequencing has not only extended our understanding of the blueprints of many plant species but has also revealed the secrets of coding and non-coding genes. We present here a brief introduction to and personal account of key RNA-based technologies, as well as their development and applications for functional genomics of plant coding and non-coding genes, with a focus on short tandem target mimics (STTMs), artificial microRNAs (amiRNAs), and CRISPR/Cas9. In addition, their use in multiplex technologies for the functional dissection of gene networks is discussed.
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Affiliation(s)
- Sachin Teotia
- Provincial State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, Zhengzhou 450002, China; School of Biotechnology, Gautam Buddha University, Greater Noida, UP 201312, India; Department of Biological Sciences, Michigan Technological University, Houghton, MI 49931, USA
| | - Deepali Singh
- School of Biotechnology, Gautam Buddha University, Greater Noida, UP 201312, India; Department of Biological Sciences, Michigan Technological University, Houghton, MI 49931, USA
| | - Xiaoqing Tang
- Department of Biological Sciences, Michigan Technological University, Houghton, MI 49931, USA
| | - Guiliang Tang
- Provincial State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, Zhengzhou 450002, China; Department of Biological Sciences, Michigan Technological University, Houghton, MI 49931, USA.
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15
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Liu HW, Liang CQ, Liu PF, Luo LX, Li JQ. Quantitative proteomics identifies 38 proteins that are differentially expressed in cucumber in response to cucumber green mottle mosaic virus infection. Virol J 2015; 12:216. [PMID: 26666291 PMCID: PMC4678648 DOI: 10.1186/s12985-015-0442-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 11/30/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Since it was first reported in 1935, Cucumber green mottle mosaic virus (CGMMV) has become a serious pathogen in a range of cucurbit crops. The virus is generally transmitted by propagation materials, and to date no effective chemical or cultural methods of control have been developed to combat its spread. The current study presents a preliminary analysis of the pathogenic mechanisms from the perspective of protein expression levels in an infected cucumber host, with the objective of elucidating the infection process and potential strategies to reduce both the economic and yield losses associated with CGMMV. METHODS Isobaric tags for relative and absolute quantitation (iTRAQ) technology coupled with liquid chromatography-tandem mass spectrometric (LC-MS/MS) were used to identify the differentially expressed proteins in cucumber plants infected with CGMMV compared with mock-inoculated plants. The functions of the proteins were deduced by functional annotation and their involvement in metabolic processes explored by KEGG pathway analysis to identify their interactions during CGMMV infection, while their in vivo expression was further verified by qPCR. RESULTS Infection by CGMMV altered both the expression level and absolute quantity of 38 proteins (fold change >0.6) in cucumber hosts. Of these, 23 were found to be up-regulated, while 15 were down-regulated. Gene ontology (GO) analysis revealed that 22 of the proteins had a combined function and were associated with molecular function (MF), biological process (BP) and cellular component (CC). Several other proteins had a dual function with 1, 7, and 2 proteins being associated with BP/CC, BP/MF, CC/MF, respectively. The remaining 3 proteins were only involved in MF. In addition, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis identified 18 proteins that were involved in 13 separate metabolic pathways. These pathways were subsequently merged to generate three network diagrams illustrating the interactions between the different pathways, while qPCR was used to track the changes in expression levels of the proteins identified at 3 time points during CGMMV infection. Taken together these results greatly expand our understanding of the relationships between CGMMV and cucumber hosts. CONCLUSIONS The results of the study indicate that CGMMV infection significantly changes the physiology of cucumbers, affecting the expression levels of individual proteins as well as entire metabolic pathways. The bioinformatic analysis also identified several pathogenesis-related (PR) proteins that could be useful in the development of disease-resistant plants.
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Affiliation(s)
- Hua-Wei Liu
- Department of Plant Pathology, China Agricultural University, Beijing, 100193, PR China.
- Beijing Engineering Research Centre of Seed and Plant Health (BERC-SPH), Beijing Key Laboratory of Seed Disease Testing and Control (BKL-SDTC), Beijing, 100193, PR China.
- Molecular Plant Pathology Laboratory, USDA-ARS, Beltsville, MD, 20705, USA.
| | - Chao-Qiong Liang
- Department of Plant Pathology, China Agricultural University, Beijing, 100193, PR China.
- Beijing Engineering Research Centre of Seed and Plant Health (BERC-SPH), Beijing Key Laboratory of Seed Disease Testing and Control (BKL-SDTC), Beijing, 100193, PR China.
| | - Peng-Fei Liu
- Department of Plant Pathology, China Agricultural University, Beijing, 100193, PR China.
- Beijing Engineering Research Centre of Seed and Plant Health (BERC-SPH), Beijing Key Laboratory of Seed Disease Testing and Control (BKL-SDTC), Beijing, 100193, PR China.
| | - Lai-Xin Luo
- Department of Plant Pathology, China Agricultural University, Beijing, 100193, PR China.
- Beijing Engineering Research Centre of Seed and Plant Health (BERC-SPH), Beijing Key Laboratory of Seed Disease Testing and Control (BKL-SDTC), Beijing, 100193, PR China.
| | - Jian-Qiang Li
- Department of Plant Pathology, China Agricultural University, Beijing, 100193, PR China.
- Beijing Engineering Research Centre of Seed and Plant Health (BERC-SPH), Beijing Key Laboratory of Seed Disease Testing and Control (BKL-SDTC), Beijing, 100193, PR China.
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16
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Lloyd JP, Seddon AE, Moghe GD, Simenc MC, Shiu SH. Characteristics of Plant Essential Genes Allow for within- and between-Species Prediction of Lethal Mutant Phenotypes. Plant Cell 2015; 27:2133-47. [PMID: 26286535 PMCID: PMC4568498 DOI: 10.1105/tpc.15.00051] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 06/22/2015] [Accepted: 07/25/2015] [Indexed: 05/18/2023]
Abstract
Essential genes represent critical cellular components whose disruption results in lethality. Characteristics shared among essential genes have been uncovered in fungal and metazoan model systems. However, features associated with plant essential genes are largely unknown and the full set of essential genes remains to be discovered in any plant species. Here, we show that essential genes in Arabidopsis thaliana have distinct features useful for constructing within- and cross-species prediction models. Essential genes in A. thaliana are often single copy or derived from older duplications, highly and broadly expressed, slow evolving, and highly connected within molecular networks compared with genes with nonlethal mutant phenotypes. These gene features allowed the application of machine learning methods that predicted known lethal genes as well as an additional 1970 likely essential genes without documented phenotypes. Prediction models from A. thaliana could also be applied to predict Oryza sativa and Saccharomyces cerevisiae essential genes. Importantly, successful predictions drew upon many features, while any single feature was not sufficient. Our findings show that essential genes can be distinguished from genes with nonlethal phenotypes using features that are similar across kingdoms and indicate the possibility for translational application of our approach to species without extensive functional genomic and phenomic resources.
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Affiliation(s)
- John P Lloyd
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Alexander E Seddon
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Gaurav D Moghe
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan, 48824
| | - Matthew C Simenc
- Department of Biological Sciences, Humboldt State University, Arcata, California 95521
| | - Shin-Han Shiu
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
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17
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Wu J, Zhang Z, Zhang Q, Liu Y, Zhu B, Cao J, Li Z, Han L, Jia J, Zhao G, Sun X. Generation of Wheat Transcription Factor FOX Rice Lines and Systematic Screening for Salt and Osmotic Stress Tolerance. PLoS One 2015; 10:e0132314. [PMID: 26176782 PMCID: PMC4503417 DOI: 10.1371/journal.pone.0132314] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2015] [Accepted: 06/11/2015] [Indexed: 11/19/2022] Open
Abstract
Transcription factors (TFs) play important roles in plant growth, development, and responses to environmental stress. In this study, we collected 1,455 full-length (FL) cDNAs of TFs, representing 45 families, from wheat and its relatives Triticum urartu, Aegilops speltoides, Aegilops tauschii, Triticum carthlicum, and Triticum aestivum. More than 15,000 T0 TF FOX (Full-length cDNA Over-eXpressing) rice lines were generated; of these, 10,496 lines set seeds. About 14.88% of the T0 plants showed obvious phenotypic changes. T1 lines (5,232 lines) were screened for salt and osmotic stress tolerance using 150 mM NaCl and 20% (v/v) PEG-4000, respectively. Among them, five lines (591, 746, 1647, 1812, and J4065) showed enhanced salt stress tolerance, five lines (591, 746, 898, 1078, and 1647) showed enhanced osmotic stress tolerance, and three lines (591, 746, and 1647) showed both salt and osmotic stress tolerance. Further analysis of the T-DNA flanking sequences showed that line 746 over-expressed TaEREB1, line 898 over-expressed TabZIPD, and lines 1812 and J4065 over-expressed TaOBF1a and TaOBF1b, respectively. The enhanced salt and osmotic stress tolerance of lines 898 and 1812 was confirmed by retransformation of the respective genes. Our results demonstrate that a heterologous FOX system may be used as an alternative genetic resource for the systematic functional analysis of the wheat genome.
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Affiliation(s)
- Jinxia Wu
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Zhiguo Zhang
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Qian Zhang
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Yayun Liu
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Butuo Zhu
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Jian Cao
- Institute of Crop Science, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Zhanpeng Li
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Longzhi Han
- Institute of Crop Science, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Jizeng Jia
- Institute of Crop Science, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Guangyao Zhao
- Institute of Crop Science, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
| | - Xuehui Sun
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences/National Key Facility for Gene Resources and Gene Improvement, Beijing 100081, China
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18
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Mochida K, Saisho D, Hirayama T. Crop improvement using life cycle datasets acquired under field conditions. Front Plant Sci 2015; 6:740. [PMID: 26442053 PMCID: PMC4585263 DOI: 10.3389/fpls.2015.00740] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 08/31/2015] [Indexed: 05/17/2023]
Abstract
Crops are exposed to various environmental stresses in the field throughout their life cycle. Modern plant science has provided remarkable insights into the molecular networks of plant stress responses in laboratory conditions, but the responses of different crops to environmental stresses in the field need to be elucidated. Recent advances in omics analytical techniques and information technology have enabled us to integrate data from a spectrum of physiological metrics of field crops. The interdisciplinary efforts of plant science and data science enable us to explore factors that affect crop productivity and identify stress tolerance-related genes and alleles. Here, we describe recent advances in technologies that are key components for data driven crop design, such as population genomics, chronological omics analyses, and computer-aided molecular network prediction. Integration of the outcomes from these technologies will accelerate our understanding of crop phenology under practical field situations and identify key characteristics to represent crop stress status. These elements would help us to genetically engineer "designed crops" to prevent yield shortfalls because of environmental fluctuations due to future climate change.
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Affiliation(s)
- Keiichi Mochida
- Cellulose Production Research Team, Biomass Engineering Research Division, RIKEN Center for Sustainable Resource Science, Yokohama, Japan
- Gene Discovery Research Group, RIKEN Center for Sustainable Resource Science, Yokohama, Japan
- Kihara Institute for Biological Research, Yokohama City University, Yokohama, Japan
- *Correspondence: Keiichi Mochida, Cellulose Production Research Team, Biomass Engineering Research Division, RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan,
| | - Daisuke Saisho
- Group of Genome Diversity, Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Takashi Hirayama
- Group of Environmental Response Systems, Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
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19
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Feldman AB, Murchie EH, Leung H, Baraoidan M, Coe R, Yu SM, Lo SF, Quick WP. Increasing leaf vein density by mutagenesis: laying the foundations for C4 rice. PLoS One 2014; 9:e94947. [PMID: 24760084 PMCID: PMC3997395 DOI: 10.1371/journal.pone.0094947] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Accepted: 03/21/2014] [Indexed: 11/24/2022] Open
Abstract
A high leaf vein density is both an essential feature of C4 photosynthesis and a foundation trait to C4 evolution, ensuring the optimal proportion and proximity of mesophyll and bundle sheath cells for permitting the rapid exchange of photosynthates. Two rice mutant populations, a deletion mutant library with a cv. IR64 background (12,470 lines) and a T-DNA insertion mutant library with a cv. Tainung 67 background (10,830 lines), were screened for increases in vein density. A high throughput method with handheld microscopes was developed and its accuracy was supported by more rigorous microscopy analysis. Eight lines with significantly increased leaf vein densities were identified to be used as genetic stock for the global C4 Rice Consortium. The candidate population was shown to include both shared and independent mutations and so more than one gene controlled the high vein density phenotype. The high vein density trait was found to be linked to a narrow leaf width trait but the linkage was incomplete. The more genetically robust narrow leaf width trait was proposed to be used as a reliable phenotypic marker for finding high vein density variants in rice in future screens.
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Affiliation(s)
- Aryo B. Feldman
- School of Biosciences, University of Nottingham Malaysia Campus, Semenyih, Selangor Darul Ehsan, Malaysia
| | - Erik H. Murchie
- School of Biosciences, University of Nottingham Sutton Bonington Campus, Sutton Bonington, Leicestershire, United Kingdom
- * E-mail:
| | - Hei Leung
- Plant Breeding, Genetics and Biotechnology, the International Rice Research Institute, Los Baños, Philippines
| | - Marietta Baraoidan
- Plant Breeding, Genetics and Biotechnology, the International Rice Research Institute, Los Baños, Philippines
| | - Robert Coe
- The C4 Rice Center, the International Rice Research Institute, Los Baños, Philippines
| | - Su-May Yu
- Institute of Molecular Biology, Academia Sinica, Nankang, Taipei, Taiwan
| | - Shuen-Fang Lo
- Institute of Molecular Biology, Academia Sinica, Nankang, Taipei, Taiwan
| | - William P. Quick
- The C4 Rice Center, the International Rice Research Institute, Los Baños, Philippines
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20
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Abstract
We report on the development of a vertical and transparent microfluidic chip for high-throughput phenotyping of Arabidopsis thaliana plants. Multiple Arabidopsis seeds can be germinated and grown hydroponically over more than two weeks in the chip, thus enabling large-scale and quantitative monitoring of plant phenotypes. The novel vertical arrangement of this microfluidic device not only allows for normal gravitropic growth of the plants but also, more importantly, makes it convenient to continuously monitor phenotypic changes in plants at the whole organismal level, including seed germination and root and shoot growth (hypocotyls, cotyledons, and leaves), as well as at the cellular level. We also developed a hydrodynamic trapping method to automatically place single seeds into seed holding sites of the device and to avoid potential damage to seeds that might occur during manual loading. We demonstrated general utility of this microfluidic device by showing clear visible phenotypes of the immutans mutant of Arabidopsis, and we also showed changes occurring during plant-pathogen interactions at different developmental stages. Arabidopsis plants grown in the device maintained normal morphological and physiological behaviour, and distinct phenotypic variations consistent with a priori data were observed via high-resolution images taken in real time. Moreover, the timeline for different developmental stages for plants grown in this device was highly comparable to growth using a conventional agar plate method. This prototype plant chip technology is expected to lead to the establishment of a powerful experimental and cost-effective framework for high-throughput and precise plant phenotyping.
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Affiliation(s)
- Huawei Jiang
- Department of Electrical and Computer Engineering, Iowa State University, Ames, IA 50011, USA.
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21
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Silva-Correia J, Freitas S, Tavares RM, Lino-Neto T, Azevedo H. Phenotypic analysis of the Arabidopsis heat stress response during germination and early seedling development. Plant Methods 2014; 10:7. [PMID: 24606772 PMCID: PMC3975293 DOI: 10.1186/1746-4811-10-7] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 02/26/2014] [Indexed: 05/20/2023]
Abstract
BACKGROUND Phenotypic characterization of Arabidopsis thaliana gain- and loss-of-function mutants is a delicate and meticulous task that often involves the analysis of multiple parameters. Arabidopsis heat tolerance has been evaluated based on direct assessments that include seed germination, seedling survival, hypocotyl and root elongation, or indirect measurements such as chlorophyll content or ion leakage. RESULTS In an attempt to simplify the detection of heat stress-associated phenotypes, a collection of protocols for analysis of seed germination and seedling survival to heat treatment is proposed. Temperatures and lengths of heat treatments were combined into several heat tolerance assays, to be used as a primary approach for the search and characterization of basal and acquired heat tolerance-associated phenotypes at early developmental stages. The usefulness of this methodology was illustrated through the characterization of heat-related phenotypes in different Arabidopsis ecotypes as well as in gain- and loss-of-function mutants. CONCLUSIONS The use of standardized experimental protocols designed to detect temperature-related phenotypes is proposed. The suggested plate-based assays provide an appropriate framework of experimental conditions for detection of variability amongst natural accessions or mutants lines. Functional studies could be facilitated by using this inexpensive and undemanding approach.
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Affiliation(s)
- Joana Silva-Correia
- Center for Biodiversity, Functional & Integrative Genomics (BioFIG), Plant Functional Biology Center, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
- Present address: 3B’s Research Group – Biomaterials, Biodegradables and Biomimetics, University of Minho Headquarters of the European Institute of Excellence on Tissue Engineering and Regenerative Medicine, AvePark, 4806-909 Guimarães, Taipas, Portugal
| | - Sara Freitas
- Center for Biodiversity, Functional & Integrative Genomics (BioFIG), Plant Functional Biology Center, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Rui M Tavares
- Center for Biodiversity, Functional & Integrative Genomics (BioFIG), Plant Functional Biology Center, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Teresa Lino-Neto
- Center for Biodiversity, Functional & Integrative Genomics (BioFIG), Plant Functional Biology Center, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Herlânder Azevedo
- Center for Biodiversity, Functional & Integrative Genomics (BioFIG), Plant Functional Biology Center, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
- Present address: CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
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22
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Salvi S, Druka A, Milner SG, Gruszka D. Induced Genetic Variation, TILLING and NGS-Based Cloning. Biotechnological Approaches to Barley Improvement 2014. [DOI: 10.1007/978-3-662-44406-1_15] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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23
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Akiyama K, Kurotani A, Iida K, Kuromori T, Shinozaki K, Sakurai T. RARGE II: an integrated phenotype database of Arabidopsis mutant traits using a controlled vocabulary. Plant Cell Physiol 2014; 55:e4. [PMID: 24272250 PMCID: PMC3894705 DOI: 10.1093/pcp/pct165] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Accepted: 11/05/2013] [Indexed: 05/20/2023]
Abstract
Arabidopsis thaliana is one of the most popular experimental plants. However, only 40% of its genes have at least one experimental Gene Ontology (GO) annotation assigned. Systematic observation of mutant phenotypes is an important technique for elucidating gene functions. Indeed, several large-scale phenotypic analyses have been performed and have generated phenotypic data sets from many Arabidopsis mutant lines and overexpressing lines, which are freely available online. Since each Arabidopsis mutant line database uses individual phenotype expression, the differences in the structured term sets used by each database make it difficult to compare data sets and make it impossible to search across databases. Therefore, we obtained publicly available information for a total of 66,209 Arabidopsis mutant lines, including loss-of-function (RATM and TARAPPER) and gain-of-function (AtFOX and OsFOX) lines, and integrated the phenotype data by mapping the descriptions onto Plant Ontology (PO) and Phenotypic Quality Ontology (PATO) terms. This approach made it possible to manage the four different phenotype databases as one large data set. Here, we report a publicly accessible web-based database, the RIKEN Arabidopsis Genome Encyclopedia II (RARGE II; http://rarge-v2.psc.riken.jp/), in which all of the data described in this study are included. Using the database, we demonstrated consistency (in terms of protein function) with a previous study and identified the presumed function of an unknown gene. We provide examples of AT1G21600, which is a subunit in the plastid-encoded RNA polymerase complex, and AT5G56980, which is related to the jasmonic acid signaling pathway.
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Affiliation(s)
- Kenji Akiyama
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
| | - Atsushi Kurotani
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
| | - Kei Iida
- Graduate School of Medicine, Kyoto University, Kyoto, Kyoto, 606-8501 Japan
| | - Takashi Kuromori
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
| | - Kazuo Shinozaki
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
| | - Tetsuya Sakurai
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
- *Corresponding author: E-mail, ; Fax, +81-45-503-9665
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24
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Abstract
Mutant resources are indispensable for the characterization of the functions of genes. There are two types of mutants, loss-of-function and gain-of-function mutants. Recently, we have developed a novel system in plants that uses a gain-of-function approach and is named as the FOX (full-length cDNA overexpressor gene) hunting system. In this system, Arabidopsis full-length cDNAs (fl-cDNAs) are randomly over-expressed under the control of the cauliflower mosaic virus (CaMV) 35S promoter in Arabidopsis plants. These transgenic plants, or Arabidopsis FOX lines, possess ectopically expressed fl-cDNAs in their genome. Chemical genomics is a newly emerging field that connects chemical biology with genomes. Since each FOX line expresses an excess amount of the protein from the transgene it can be resistant or hypersensitive to bioactive chemicals when the protein is the target for the chemical. In this protocol, we describe the procedure for identification of the fl-cDNAs responsible for the target of the chemical or for the signal transduction pathway involving the chemical.
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25
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Meharg C, Khan B, Norton G, Deacon C, Johnson D, Reinhardt R, Huettel B, Meharg AA. Trait-directed de novo population transcriptome dissects genetic regulation of a balanced polymorphism in phosphorus nutrition/arsenate tolerance in a wild grass, Holcus lanatus. New Phytol 2014; 201:144-154. [PMID: 24102375 DOI: 10.1111/nph.12491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Accepted: 08/12/2013] [Indexed: 05/03/2023]
Abstract
The aim of this study was to characterize the transcriptome of a balanced polymorphism, under the regulation of a single gene, for phosphate fertilizer responsiveness/arsenate tolerance in wild grass Holcus lanatus genotypes screened from the same habitat. De novo transcriptome sequencing, RNAseq (RNA sequencing) and single nucleotide polymorphism (SNP) calling were conducted on RNA extracted from H. lanatus. Roche 454 sequencing data were assembled into c. 22,000 isotigs, and paired-end Illumina reads for phosphorus-starved (P-) and phosphorus-treated (P+) genovars of tolerant (T) and nontolerant (N) phenotypes were mapped to this reference transcriptome. Heatmaps of the gene expression data showed strong clustering of each P+/P- treated genovar, as well as clustering by N/T phenotype. Statistical analysis identified 87 isotigs to be significantly differentially expressed between N and T phenotypes and 258 between P+ and P- treated plants. SNPs and transcript expression that systematically differed between N and T phenotypes had regulatory function, namely proteases, kinases and ribonuclear RNA-binding protein and transposable elements. A single gene for arsenate tolerance led to distinct phenotype transcriptomes and SNP profiles, with large differences in upstream post-translational and post-transcriptional regulatory genes rather than in genes directly involved in P nutrition transport and metabolism per se.
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Affiliation(s)
- Caroline Meharg
- Institute for Global Food Security, Queen's University Belfast, David Keir Building, Malone Road, Belfast, BT9 5BN, UK
| | - Bayezid Khan
- Institute of Biological and Environmental Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
| | - Gareth Norton
- Institute of Biological and Environmental Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
| | - Claire Deacon
- Institute of Biological and Environmental Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
| | - David Johnson
- Institute of Biological and Environmental Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
| | - Richard Reinhardt
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Köln, Germany
| | - Bruno Huettel
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Köln, Germany
| | - Andrew A Meharg
- Institute for Global Food Security, Queen's University Belfast, David Keir Building, Malone Road, Belfast, BT9 5BN, UK
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Dhondt S, Wuyts N, Inzé D. Cell to whole-plant phenotyping: the best is yet to come. Trends Plant Sci 2013; 18:428-39. [PMID: 23706697 DOI: 10.1016/j.tplants.2013.04.008] [Citation(s) in RCA: 155] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Revised: 04/18/2013] [Accepted: 04/22/2013] [Indexed: 05/18/2023]
Abstract
Imaging and image processing have revolutionized plant phenotyping and are now a major tool for phenotypic trait measurement. Here we review plant phenotyping systems by examining three important characteristics: throughput, dimensionality, and resolution. First, whole-plant phenotyping systems are highlighted together with advances in automation that enable significant throughput increases. Organ and cellular level phenotyping and its tools, often operating at a lower throughput, are then discussed as a means to obtain high-dimensional phenotypic data at elevated spatial and temporal resolution. The significance of recent developments in sensor technologies that give access to plant morphology and physiology-related traits is shown. Overall, attention is focused on spatial and temporal resolution because these are crucial aspects of imaging procedures in plant phenotyping systems.
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Affiliation(s)
- Stijn Dhondt
- Department of Plant Systems Biology, VIB, Technologiepark 927, 9052 Gent, Belgium
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Recorbet G, Abdallah C, Renaut J, Wipf D, Dumas-Gaudot E. Protein actors sustaining arbuscular mycorrhizal symbiosis: underground artists break the silence. New Phytol 2013; 199:26-40. [PMID: 23638913 DOI: 10.1111/nph.12287] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2013] [Accepted: 03/14/2013] [Indexed: 05/24/2023]
Abstract
The roots of most land plants can enter a relationship with soil-borne fungi belonging to the phylum Glomeromycota. This symbiosis with arbuscular mycorrhizal (AM) fungi belongs to the so-called biotrophic interactions, involving the intracellular accommodation of a microorganism by a living plant cell without causing the death of the host. Although profiling technologies have generated an increasing depository of plant and fungal proteins eligible for sustaining AM accommodation and functioning, a bottleneck exists for their functional analysis as these experiments are difficult to carry out with mycorrhiza. Nonetheless, the expansion of gene-to-phenotype reverse genetic tools, including RNA interference and transposon silencing, have recently succeeded in elucidating some of the plant-related protein candidates. Likewise, despite the ongoing absence of transformation tools for AM fungi, host-induced gene silencing has allowed knockdown of fungal gene expression in planta for the first time, thus unlocking a technological limitation in deciphering the functional pertinence of glomeromycotan proteins during mycorrhizal establishment. This review is thus intended to draw a picture of our current knowledge about the plant and fungal protein actors that have been demonstrated to be functionally implicated in sustaining AM symbiosis mostly on the basis of silencing approaches.
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Affiliation(s)
- Ghislaine Recorbet
- UMR Agroécologie INRA 1347/Agrosup, Université de Bourgogne, Pôle Interactions Plantes Microorganismes ERL 6300 CNRS, BP 86510, 21065, Dijon Cedex, France
| | - Cosette Abdallah
- UMR Agroécologie INRA 1347/Agrosup, Université de Bourgogne, Pôle Interactions Plantes Microorganismes ERL 6300 CNRS, BP 86510, 21065, Dijon Cedex, France
- Environmental and Agro-Biotechnologies Department, Centre de Recherche Public- Gabriel Lippmann, 41, rue du Brill, Belvaux, L-4422, Luxembourg
| | - Jenny Renaut
- Environmental and Agro-Biotechnologies Department, Centre de Recherche Public- Gabriel Lippmann, 41, rue du Brill, Belvaux, L-4422, Luxembourg
| | - Daniel Wipf
- UMR Agroécologie INRA 1347/Agrosup, Université de Bourgogne, Pôle Interactions Plantes Microorganismes ERL 6300 CNRS, BP 86510, 21065, Dijon Cedex, France
| | - Eliane Dumas-Gaudot
- UMR Agroécologie INRA 1347/Agrosup, Université de Bourgogne, Pôle Interactions Plantes Microorganismes ERL 6300 CNRS, BP 86510, 21065, Dijon Cedex, France
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Mittler R, Shulaev V. Functional genomics, challenges and perspectives for the future. Physiol Plant 2013; 148:317-321. [PMID: 23582101 DOI: 10.1111/ppl.12060] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Accepted: 04/07/2013] [Indexed: 06/02/2023]
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Kazachkova Y, Batushansky A, Cisneros A, Tel-Zur N, Fait A, Barak S. Growth platform-dependent and -independent phenotypic and metabolic responses of Arabidopsis and its halophytic relative, Eutrema salsugineum, to salt stress. Plant Physiol 2013; 162:1583-98. [PMID: 23735509 PMCID: PMC3707563 DOI: 10.1104/pp.113.217844] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2013] [Accepted: 06/03/2013] [Indexed: 05/03/2023]
Abstract
Comparative studies of the stress-tolerant Arabidopsis (Arabidopsis thaliana) halophytic relative, Eutrema salsugineum, have proven a fruitful approach to understanding natural stress tolerance. Here, we performed comparative phenotyping of Arabidopsis and E. salsugineum vegetative development under control and salt-stress conditions, and then compared the metabolic responses of the two species on different growth platforms in a defined leaf developmental stage. Our results reveal both growth platform-dependent and -independent phenotypes and metabolic responses. Leaf emergence was affected in a similar way in both species grown in vitro but the effects observed in Arabidopsis occurred at higher salt concentrations in E. salsugineum. No differences in leaf emergence were observed on soil. A new effect of a salt-mediated reduction in E. salsugineum leaf area was unmasked. On soil, leaf area reduction in E. salsugineum was mainly due to a fall in cell number, whereas both cell number and cell size contributed to the decrease in Arabidopsis leaf area. Common growth platform-independent leaf metabolic signatures such as high raffinose and malate, and low fumarate contents that could reflect core stress tolerance mechanisms, as well as growth platform-dependent metabolic responses were identified. In particular, the in vitro growth platform led to repression of accumulation of many metabolites including sugars, sugar phosphates, and amino acids in E. salsugineum compared with the soil system where these same metabolites accumulated to higher levels in E. salsugineum than in Arabidopsis. The observation that E. salsugineum maintains salt tolerance despite growth platform-specific phenotypes and metabolic responses suggests a considerable degree of phenotypic and metabolic adaptive plasticity in this extremophile.
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Affiliation(s)
- Yana Kazachkova
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
| | - Albert Batushansky
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
| | - Aroldo Cisneros
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
| | - Noemi Tel-Zur
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
| | - Aaron Fait
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
| | - Simon Barak
- French Associates Institute for Biotechnology and Agriculture of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Midreshet Ben Gurion 84990, Israel
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Higuchi M, Kondou Y, Mori M, Ichikawa T, Matsui M. Characterization of rice genes using a heterologous full-length cDNA expression system. Methods Mol Biol 2012; 847:75-90. [PMID: 22351001 DOI: 10.1007/978-1-61779-558-9_8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
As a result of the progress in sequencing technology, many plant genomes have now been determined. Functional genomics is required to clarify gene function in many of these species. To identify useful genes easily and quickly, we have developed a FOX (full-length cDNA overexpressor) hunting system in which full-length cDNAs are overexpressed in Arabidopsis plants. This system was applied to high-throughput analysis of rice genes through heterologous expression in Arabidopsis (rice FOX Arabidopsis lines). We demonstrated that it is possible to carry out high-throughput analysis of gene function by utilizing rice FOX Arabidopsis lines. In this protocol, we describe how to isolate candidate rice FOX Arabidopsis lines and to determine the rice fl-cDNA that is responsible for the observed phenotype.
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Affiliation(s)
- Mieko Higuchi
- RIKEN Plant Science Center, Tsurumi-ku, Yokohama, Kanagawa, Japan
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Matsuda O, Tanaka A, Fujita T, Iba K. Hyperspectral imaging techniques for rapid identification of Arabidopsis mutants with altered leaf pigment status. Plant Cell Physiol 2012; 53:1154-70. [PMID: 22470059 PMCID: PMC3367163 DOI: 10.1093/pcp/pcs043] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2012] [Accepted: 03/22/2012] [Indexed: 05/18/2023]
Abstract
The spectral reflectance signature of living organisms provides information that closely reflects their physiological status. Because of its high potential for the estimation of geomorphic biological parameters, particularly of gross photosynthesis of plants, two-dimensional spectroscopy, via the use of hyperspectral instruments, has been widely used in remote sensing applications. In genetics research, in contrast, the reflectance phenotype has rarely been the subject of quantitative analysis; its potential for illuminating the pathway leading from the gene to phenotype remains largely unexplored. In this study, we employed hyperspectral imaging techniques to identify Arabidopsis mutants with altered leaf pigment status. The techniques are comprised of two modes; the first is referred to as the 'targeted mode' and the second as the 'non-targeted mode'. The 'targeted' mode is aimed at visualizing individual concentrations and compositional parameters of leaf pigments based on reflectance indices (RIs) developed for Chls a and b, carotenoids and anthocyanins. The 'non-targeted' mode highlights differences in reflectance spectra of leaf samples relative to reference spectra from the wild-type leaves. Through the latter approach, three mutant lines with weak irregular reflectance phenotypes, that are hardly identifiable by simple observation, were isolated. Analysis of these and other mutants revealed that the RI-based targeted pigment estimation was robust at least against changes in trichome density, but was confounded by genetic defects in chloroplast photorelocation movement. Notwithstanding such a limitation, the techniques presented here provide rapid and high-sensitive means to identify genetic mechanisms that coordinate leaf pigment status with developmental stages and/or environmental stress conditions.
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Affiliation(s)
- Osamu Matsuda
- Department of Biology, Faculty of Sciences, Kyushu University, 6-10-1 Hakozaki, Higashi-ku, Fukuoka, 812-8581 Japan.
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Lloyd J, Meinke D. A comprehensive dataset of genes with a loss-of-function mutant phenotype in Arabidopsis. Plant Physiol 2012; 158:1115-29. [PMID: 22247268 PMCID: PMC3291275 DOI: 10.1104/pp.111.192393] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Accepted: 01/12/2012] [Indexed: 05/18/2023]
Abstract
Despite the widespread use of Arabidopsis (Arabidopsis thaliana) as a model plant, a curated dataset of Arabidopsis genes with mutant phenotypes remains to be established. A preliminary list published nine years ago in Plant Physiology is outdated, and genome-wide phenotype information remains difficult to obtain. We describe here a comprehensive dataset of 2,400 genes with a loss-of-function mutant phenotype in Arabidopsis. Phenotype descriptions were gathered primarily from manual curation of the scientific literature. Genes were placed into prioritized groups (essential, morphological, cellular-biochemical, and conditional) based on the documented phenotypes of putative knockout alleles. Phenotype classes (e.g. vegetative, reproductive, and timing, for the morphological group) and subsets (e.g. flowering time, senescence, circadian rhythms, and miscellaneous, for the timing class) were also established. Gene identities were classified as confirmed (through molecular complementation or multiple alleles) or not confirmed. Relationships between mutant phenotype and protein function, genetic redundancy, protein connectivity, and subcellular protein localization were explored. A complementary dataset of 401 genes that exhibit a mutant phenotype only when disrupted in combination with a putative paralog was also compiled. The importance of these genes in confirming functional redundancy and enhancing the value of single gene datasets is discussed. With further input and curation from the Arabidopsis community, these datasets should help to address a variety of important biological questions, provide a foundation for exploring the relationship between genotype and phenotype in angiosperms, enhance the utility of Arabidopsis as a reference plant, and facilitate comparative studies with model genetic organisms.
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Abstract
Omics and bioinformatics are essential to understanding the molecular systems that underlie various plant functions. Recent game-changing sequencing technologies have revitalized sequencing approaches in genomics and have produced opportunities for various emerging analytical applications. Driven by technological advances, several new omics layers such as the interactome, epigenome and hormonome have emerged. Furthermore, in several plant species, the development of omics resources has progressed to address particular biological properties of individual species. Integration of knowledge from omics-based research is an emerging issue as researchers seek to identify significance, gain biological insights and promote translational research. From these perspectives, we provide this review of the emerging aspects of plant systems research based on omics and bioinformatics analyses together with their associated resources and technological advances.
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Affiliation(s)
- Keiichi Mochida
- RIKEN Biomass Engineering Program, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045 Japan.
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34
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Mochida K, Shinozaki K. Advances in omics and bioinformatics tools for systems analyses of plant functions. Plant Cell Physiol 2011. [PMID: 22156726 DOI: 10.1093/pcp/pc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Omics and bioinformatics are essential to understanding the molecular systems that underlie various plant functions. Recent game-changing sequencing technologies have revitalized sequencing approaches in genomics and have produced opportunities for various emerging analytical applications. Driven by technological advances, several new omics layers such as the interactome, epigenome and hormonome have emerged. Furthermore, in several plant species, the development of omics resources has progressed to address particular biological properties of individual species. Integration of knowledge from omics-based research is an emerging issue as researchers seek to identify significance, gain biological insights and promote translational research. From these perspectives, we provide this review of the emerging aspects of plant systems research based on omics and bioinformatics analyses together with their associated resources and technological advances.
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Affiliation(s)
- Keiichi Mochida
- RIKEN Biomass Engineering Program, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045 Japan.
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Bolle C, Schneider A, Leister D. Perspectives on Systematic Analyses of Gene Function in Arabidopsis thaliana: New Tools, Topics and Trends. Curr Genomics 2011; 12:1-14. [PMID: 21886450 PMCID: PMC3129038 DOI: 10.2174/138920211794520187] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2010] [Revised: 10/28/2010] [Accepted: 11/23/2010] [Indexed: 11/22/2022] Open
Abstract
Since the sequencing of the nuclear genome of Arabidopsis thaliana ten years ago, various large-scale analyses of gene function have been performed in this model species. In particular, the availability of collections of lines harbouring random T-DNA or transposon insertions, which include mutants for almost all of the ~27,000 A. thaliana genes, has been crucial for the success of forward and reverse genetic approaches. In the foreseeable future, genome-wide phenotypic data from mutant analyses will become available for Arabidopsis, and will stimulate a flood of novel in-depth gene-function analyses. In this review, we consider the present status of resources and concepts for systematic studies of gene function in A. thaliana. Current perspectives on the utility of loss-of-function and gain-of-function mutants will be discussed in light of the genetic and functional redundancy of many A. thaliana genes.
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Affiliation(s)
- C Bolle
- Lehrstuhl für Molekularbiologie der Pflanzen (Botanik), Department Biologie I, Ludwig-Maximilians-Universität München, Großhaderner Str. 2, D-82152 Planegg-Martinsried, Germany
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Atarés A, Moyano E, Morales B, Schleicher P, García-Abellán JO, Antón T, García-Sogo B, Perez-Martin F, Lozano R, Flores FB, Moreno V, del Carmen Bolarin M, Pineda B. An insertional mutagenesis programme with an enhancer trap for the identification and tagging of genes involved in abiotic stress tolerance in the tomato wild-related species Solanum pennellii. Plant Cell Rep 2011; 30:1865-79. [PMID: 21647638 PMCID: PMC3172414 DOI: 10.1007/s00299-011-1094-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2011] [Revised: 05/14/2011] [Accepted: 05/22/2011] [Indexed: 05/20/2023]
Abstract
Salinity and drought have a huge impact on agriculture since there are few areas free of these abiotic stresses and the problem continues to increase. In tomato, the most important horticultural crop worldwide, there are accessions of wild-related species with a high degree of tolerance to salinity and drought. Thus, the finding of insertional mutants with other tolerance levels could lead to the identification and tagging of key genes responsible for abiotic stress tolerance. To this end, we are performing an insertional mutagenesis programme with an enhancer trap in the tomato wild-related species Solanum pennellii. First, we developed an efficient transformation method which has allowed us to generate more than 2,000 T-DNA lines. Next, the collection of S. pennelli T(0) lines has been screened in saline or drought conditions and several presumptive mutants have been selected for their salt and drought sensitivity. Moreover, T-DNA lines with expression of the reporter uidA gene in specific organs, such as vascular bundles, trichomes and stomata, which may play key roles in processes related to abiotic stress tolerance, have been identified. Finally, the growth of T-DNA lines in control conditions allowed us the identification of different development mutants. Taking into account that progenies from the lines are being obtained and that the collection of T-DNA lines is going to enlarge progressively due to the high transformation efficiency achieved, there are great possibilities for identifying key genes involved in different tolerance mechanisms to salinity and drought.
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Affiliation(s)
- Alejandro Atarés
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, CPI Ed. 8E, Camino de Vera s/n, 46022 Valencia, Spain
| | - Elena Moyano
- CEBAS-CSIC, Campus de Espinardo, Apdo. 164, 30100 Murcia, Spain
| | - Belén Morales
- CEBAS-CSIC, Campus de Espinardo, Apdo. 164, 30100 Murcia, Spain
| | - Peter Schleicher
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, CPI Ed. 8E, Camino de Vera s/n, 46022 Valencia, Spain
| | | | - Teresa Antón
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, CPI Ed. 8E, Camino de Vera s/n, 46022 Valencia, Spain
| | - Begoña García-Sogo
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, CPI Ed. 8E, Camino de Vera s/n, 46022 Valencia, Spain
| | - Fernando Perez-Martin
- Departamento de Biología Aplicada, E. Politécnica Superior, Universidad de Almería, Carretera de Sacramento s/n, 04120 Almería, Spain
| | - Rafael Lozano
- Departamento de Biología Aplicada, E. Politécnica Superior, Universidad de Almería, Carretera de Sacramento s/n, 04120 Almería, Spain
| | | | - Vicente Moreno
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, CPI Ed. 8E, Camino de Vera s/n, 46022 Valencia, Spain
| | | | - Benito Pineda
- Departamento de Biología Aplicada, E. Politécnica Superior, Universidad de Almería, Carretera de Sacramento s/n, 04120 Almería, Spain
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Agrawal GK, Bourguignon J, Rolland N, Ephritikhine G, Ferro M, Jaquinod M, Alexiou KG, Chardot T, Chakraborty N, Jolivet P, Doonan JH, Rakwal R. Plant organelle proteomics: collaborating for optimal cell function. Mass Spectrom Rev 2011; 30:772-853. [PMID: 21038434 DOI: 10.1002/mas.20301] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2009] [Revised: 02/02/2010] [Accepted: 02/02/2010] [Indexed: 05/10/2023]
Abstract
Organelle proteomics describes the study of proteins present in organelle at a particular instance during the whole period of their life cycle in a cell. Organelles are specialized membrane bound structures within a cell that function by interacting with cytosolic and luminal soluble proteins making the protein composition of each organelle dynamic. Depending on organism, the total number of organelles within a cell varies, indicating their evolution with respect to protein number and function. For example, one of the striking differences between plant and animal cells is the plastids in plants. Organelles have their own proteins, and few organelles like mitochondria and chloroplast have their own genome to synthesize proteins for specific function and also require nuclear-encoded proteins. Enormous work has been performed on animal organelle proteomics. However, plant organelle proteomics has seen limited work mainly due to: (i) inter-plant and inter-tissue complexity, (ii) difficulties in isolation of subcellular compartments, and (iii) their enrichment and purity. Despite these concerns, the field of organelle proteomics is growing in plants, such as Arabidopsis, rice and maize. The available data are beginning to help better understand organelles and their distinct and/or overlapping functions in different plant tissues, organs or cell types, and more importantly, how protein components of organelles behave during development and with surrounding environments. Studies on organelles have provided a few good reviews, but none of them are comprehensive. Here, we present a comprehensive review on plant organelle proteomics starting from the significance of organelle in cells, to organelle isolation, to protein identification and to biology and beyond. To put together such a systematic, in-depth review and to translate acquired knowledge in a proper and adequate form, we join minds to provide discussion and viewpoints on the collaborative nature of organelles in cell, their proper function and evolution.
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Affiliation(s)
- Ganesh Kumar Agrawal
- Research Laboratory for Biotechnology and Biochemistry (RLABB), P.O. Box 13265, Sanepa, Kathmandu, Nepal.
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Mochida K, Yoshida T, Sakurai T, Yamaguchi-Shinozaki K, Shinozaki K, Tran LSP. In silico analysis of transcription factor repertoires and prediction of stress-responsive transcription factors from six major gramineae plants. DNA Res 2011; 18:321-32. [PMID: 21729923 PMCID: PMC3190953 DOI: 10.1093/dnares/dsr019] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
The interactions between transcription factors (TFs) and cis-regulatory DNA sequences control gene expression, constituting the essential functional linkages of gene regulatory networks. The aim of this study is to identify and integrate all putative TFs from six grass species: Brachypodium distachyon, maize, rice, sorghum, barley, and wheat with significant information into an integrative database (GramineaeTFDB) for comparative genomics and functional genomics. For each TF, sequence features, promoter regions, domain alignments, GO assignment, FL-cDNA information, if available, and cross-references to various public databases and genetic resources are provided. Additionally, GramineaeTFDB possesses a tool which aids the users to search for putative cis-elements located in the promoter regions of TFs and predict the functions of the TFs using cis-element-based functional prediction approach. We also supplied hyperlinks to expression profiles of those TF genes of maize, rice, and barley, for which data are available. Furthermore, information about the availability of FOX and Ds mutant lines for rice and maize TFs, respectively, are also accessible through hyperlinks. Our study provides an important user-friendly public resource for functional analyses and comparative genomics of grass TFs, and understanding of the architecture of transcriptional regulatory networks and evolution of the TFs in agriculturally important cereal crops.
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Affiliation(s)
- Keiichi Mochida
- RIKEN Plant Science Center, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan.
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Bolon YT, Haun WJ, Xu WW, Grant D, Stacey MG, Nelson RT, Gerhardt DJ, Jeddeloh JA, Stacey G, Muehlbauer GJ, Orf JH, Naeve SL, Stupar RM, Vance CP. Phenotypic and genomic analyses of a fast neutron mutant population resource in soybean. Plant Physiol 2011; 156:240-53. [PMID: 21321255 PMCID: PMC3091049 DOI: 10.1104/pp.110.170811] [Citation(s) in RCA: 110] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2010] [Accepted: 02/11/2011] [Indexed: 05/18/2023]
Abstract
Mutagenized populations have become indispensable resources for introducing variation and studying gene function in plant genomics research. In this study, fast neutron (FN) radiation was used to induce deletion mutations in the soybean (Glycine max) genome. Approximately 120,000 soybean seeds were exposed to FN radiation doses of up to 32 Gray units to develop over 23,000 independent M2 lines. Here, we demonstrate the utility of this population for phenotypic screening and associated genomic characterization of striking and agronomically important traits. Plant variation was cataloged for seed composition, maturity, morphology, pigmentation, and nodulation traits. Mutants that showed significant increases or decreases in seed protein and oil content across multiple generations and environments were identified. The application of comparative genomic hybridization (CGH) to lesion-induced mutants for deletion mapping was validated on a midoleate x-ray mutant, M23, with a known FAD2-1A (for fatty acid desaturase) gene deletion. Using CGH, a subset of mutants was characterized, revealing deletion regions and candidate genes associated with phenotypes of interest. Exome resequencing and sequencing of PCR products confirmed FN-induced deletions detected by CGH. Beyond characterization of soybean FN mutants, this study demonstrates the utility of CGH, exome sequence capture, and next-generation sequencing approaches for analyses of mutant plant genomes. We present this FN mutant soybean population as a valuable public resource for future genetic screens and functional genomics research.
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Affiliation(s)
- Yung-Tsi Bolon
- Plant Science Research Unit, United States Department of Agriculture-Agricultural Research Service, St. Paul, Minnesota 55108, USA.
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Gomez MD, Urbez C, Perez-Amador MA, Carbonell J. Characterization of constricted fruit (ctf) mutant uncovers a role for AtMYB117/LOF1 in ovule and fruit development in Arabidopsis thaliana. PLoS One 2011; 6:e18760. [PMID: 21533201 PMCID: PMC3076444 DOI: 10.1371/journal.pone.0018760] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Accepted: 03/09/2011] [Indexed: 12/25/2022] Open
Abstract
Pistil and fruit morphogenesis is the result of a complex gene network that is not yet fully understood. A search for novel genes is needed to make a more comprehensive model of pistil and fruit development. Screening for mutants with alterations in fruit morphology generated by an activation tagging strategy resulted in the isolation of the ctf (constricted fruit) mutant. It is characterized by a) small and wrinkled fruits, with an enlarged replum, an amorphous structure of the septum and an irregular distribution of ovules and seeds; b) ectopic carpelloid structures in sepals bearing ovule-like structures and c) dwarf plants with curled rosette leaves. The overexpressed gene in ctf was AtMYB117, also named LOF1 (LATERAL ORGAN FUSION1). AtMYB117/LOF1 transcripts were localized in boundary regions of the vegetative shoot apical meristem and leaf primordia and in a group of cells in the adaxial base of petioles and bracts. Transcripts were also detected in the boundaries between each of the four floral whorls and during pistil development in the inner of the medial ridges, the placenta, the base of the ovule primordia, the epidermis of the developing septum and the outer cell layers of the ovule funiculi. Analysis of changes of expression of pistil-related genes in the ctf mutant showed an enhancement of SHATTERPROOF1 (SHP1) and SHP2 expression. All these results suggest that AtMYB117/LOF1 is recruited by a variety of developmental programs for the establishment of boundary regions, including the development of floral organs and the initiation of ovule outgrowth.
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Affiliation(s)
- Maria Dolores Gomez
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, Valencia, Spain
| | - Cristina Urbez
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, Valencia, Spain
| | - Miguel A. Perez-Amador
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, Valencia, Spain
| | - Juan Carbonell
- Instituto de Biología Molecular y Celular de Plantas, CSIC-Universidad Politécnica de Valencia, Valencia, Spain
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Suwabe K, Suzuki G, Watanabe M. Achievement of genetics in plant reproduction research: the past decade for the coming decade. Genes Genet Syst 2011; 85:297-310. [PMID: 21317542 DOI: 10.1266/ggs.85.297] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
In the last decade, a variety of innovations of emerging technologies in science have been accomplished. Advanced research environment in plant science has made it possible to obtain whole genome sequence in plant species. But now we recognize this by itself is not sufficient to understand the overall biological significance. Since Gregor Mendel established a principle of genetics, known as Mendel's Laws of Inheritance, genetics plays a prominent role in life science, and this aspect is indispensable even in modern plant biology. In this review, we focus on achievements of genetics on plant sexual reproduction research in the last decade and discuss the role of genetics for the coming decade. It is our hope that this will shed light on the importance of genetics in plant biology and provide valuable information to plant biologists.
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Affiliation(s)
- Keita Suwabe
- Graduate School of Bioresources, Mie University, Tsu, Japan
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43
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Iida K, Kawaguchi S, Kobayashi N, Yoshida Y, Ishii M, Harada E, Hanada K, Matsui A, Okamoto M, Ishida J, Tanaka M, Morosawa T, Seki M, Toyoda T. ARTADE2DB: improved statistical inferences for Arabidopsis gene functions and structure predictions by dynamic structure-based dynamic expression (DSDE) analyses. Plant Cell Physiol 2011; 52:254-64. [PMID: 21227933 PMCID: PMC3037080 DOI: 10.1093/pcp/pcq202] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Accepted: 12/20/2010] [Indexed: 05/19/2023]
Abstract
Recent advances in technologies for observing high-resolution genomic activities, such as whole-genome tiling arrays and high-throughput sequencers, provide detailed information for understanding genome functions. However, the functions of 50% of known Arabidopsis thaliana genes remain unknown or are annotated only on the basis of static analyses such as protein motifs or similarities. In this paper, we describe dynamic structure-based dynamic expression (DSDE) analysis, which sequentially predicts both structural and functional features of transcripts. We show that DSDE analysis inferred gene functions 12% more precisely than static structure-based dynamic expression (SSDE) analysis or conventional co-expression analysis based on previously determined gene structures of A. thaliana. This result suggests that more precise structural information than the fixed conventional annotated structures is crucial for co-expression analysis in systems biology of transcriptional regulation and dynamics. Our DSDE method, ARabidopsis Tiling-Array-based Detection of Exons version 2 and over-representation analysis (ARTADE2-ORA), precisely predicts each gene structure by combining two statistical analyses: a probe-wise co-expression analysis of multiple transcriptome measurements and a Markov model analysis of genome sequences. ARTADE2-ORA successfully identified the true functions of about 90% of functionally annotated genes, inferred the functions of 98% of functionally unknown genes and predicted 1,489 new gene structures and functions. We developed a database ARTADE2DB that integrates not only the information predicted by ARTADE2-ORA but also annotations and other functional information, such as phenotypes and literature citations, and is expected to contribute to the study of the functional genomics of A. thaliana. URL: http://artade.org.
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Affiliation(s)
- Kei Iida
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
- These authors contributed equally to this work
| | - Shuji Kawaguchi
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
- These authors contributed equally to this work
| | - Norio Kobayashi
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
| | - Yuko Yoshida
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
| | - Manabu Ishii
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
| | - Erimi Harada
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
| | - Kousuke Hanada
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Akihiro Matsui
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Masanori Okamoto
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
- Present address: Department of Botany and Plant Sciences, University of California, Riverside, CA 92521, USA
| | - Junko Ishida
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Maho Tanaka
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Taeko Morosawa
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Motoaki Seki
- RIKEN Plant Science Center, Yokohama, Kanagawa, 230-0045 Japan
| | - Tetsuro Toyoda
- RIKEN BASE (Bioinformatics And Systems Engineering) Division, Yokohama, Kanagawa, 230-0045 Japan
- *Corresponding author: E-mail, ; Fax, +81-45-503-9553
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Sakurai T, Kondou Y, Akiyama K, Kurotani A, Higuchi M, Ichikawa T, Kuroda H, Kusano M, Mori M, Saitou T, Sakakibara H, Sugano S, Suzuki M, Takahashi H, Takahashi S, Takatsuji H, Yokotani N, Yoshizumi T, Saito K, Shinozaki K, Oda K, Hirochika H, Matsui M. RiceFOX: a database of Arabidopsis mutant lines overexpressing rice full-length cDNA that contains a wide range of trait information to facilitate analysis of gene function. Plant Cell Physiol 2011; 52:265-73. [PMID: 21186176 PMCID: PMC3037076 DOI: 10.1093/pcp/pcq190] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2010] [Accepted: 12/03/2010] [Indexed: 05/18/2023]
Abstract
Identification of gene function is important not only for basic research but also for applied science, especially with regard to improvements in crop production. For rapid and efficient elucidation of useful traits, we developed a system named FOX hunting (Full-length cDNA Over-eXpressor gene hunting) using full-length cDNAs (fl-cDNAs). A heterologous expression approach provides a solution for the high-throughput characterization of gene functions in agricultural plant species. Since fl-cDNAs contain all the information of functional mRNAs and proteins, we introduced rice fl-cDNAs into Arabidopsis plants for systematic gain-of-function mutation. We generated >30,000 independent Arabidopsis transgenic lines expressing rice fl-cDNAs (rice FOX Arabidopsis mutant lines). These rice FOX Arabidopsis lines were screened systematically for various criteria such as morphology, photosynthesis, UV resistance, element composition, plant hormone profile, metabolite profile/fingerprinting, bacterial resistance, and heat and salt tolerance. The information obtained from these screenings was compiled into a database named 'RiceFOX'. This database contains around 18,000 records of rice FOX Arabidopsis lines and allows users to search against all the observed results, ranging from morphological to invisible traits. The number of searchable items is approximately 100; moreover, the rice FOX Arabidopsis lines can be searched by rice and Arabidopsis gene/protein identifiers, sequence similarity to the introduced rice fl-cDNA and traits. The RiceFOX database is available at http://ricefox.psc.riken.jp/.
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Affiliation(s)
- Tetsuya Sakurai
- RIKEN Plant Science Center, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045 Japan.
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45
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Saito T, Ariizumi T, Okabe Y, Asamizu E, Hiwasa-Tanase K, Fukuda N, Mizoguchi T, Yamazaki Y, Aoki K, Ezura H. TOMATOMA: a novel tomato mutant database distributing Micro-Tom mutant collections. Plant Cell Physiol 2011; 52:283-96. [PMID: 21258066 PMCID: PMC3037083 DOI: 10.1093/pcp/pcr004] [Citation(s) in RCA: 123] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Accepted: 01/08/2011] [Indexed: 05/18/2023]
Abstract
The tomato is an excellent model for studies of plants bearing berry-type fruits and for experimental studies of the Solanaceae family of plants due to its conserved genetic organization. In this study, a comprehensive mutant tomato population was generated in the background of Micro-Tom, a dwarf, rapid-growth variety. In this and previous studies, a family including 8,598 and 6,422 M(2) mutagenized lines was produced by ethylmethane sulfonate (EMS) mutagenesis and γ-ray irradiation, and this study developed and investigated these M(2) plants for alteration of visible phenotypes. A total of 9,183 independent M(2) families comprising 91,830 M(2) plants were inspected for phenotypic alteration, and 1,048 individual mutants were isolated. Subsequently, the observed mutant phenotypes were classified into 15 major categories and 48 subcategories. Overall, 1,819 phenotypic categories were found in 1,048 mutants. Of these mutants, 549 were pleiotropic, whereas 499 were non-pleiotropic. Multiple different mutant alleles per locus were found in the mutant libraries, suggesting that the mutagenized populations were nearly saturated. Additionally, genetic analysis of backcrosses indicated the successful inheritance of the mutations in BC(1)F(2) populations, confirming the reproducibility in the morphological phenotyping of the M(2) plants. To integrate and manage the visible phenotypes of mutants and other associated data, we developed the in silico database TOMATOMA, a relational system interfacing modules between mutant line names and phenotypic categories. TOMATOMA is a freely accessible database, and these mutant recourses are available through the TOMATOMA (http://tomatoma.nbrp.jp/index.jsp).
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Affiliation(s)
- Takeshi Saito
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
- These authors contributed equally to this work
| | - Tohru Ariizumi
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
- These authors contributed equally to this work
| | - Yoshihiro Okabe
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
| | - Erika Asamizu
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
| | - Kyoko Hiwasa-Tanase
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
| | - Naoya Fukuda
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
| | - Tsuyoshi Mizoguchi
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
| | - Yukiko Yamazaki
- National Institute of Genetics, Yata 1111, Mishima, 411-8540 Japan
| | - Koh Aoki
- Kazusa DNA Research Institute, 2-6-7 Kazusa-Kamatari, Kisarazu, 292-0818 Japan
| | - Hiroshi Ezura
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, 305-8572 Japan
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Abstract
Activation tagging is a powerful strategy to find new gene functions, especially from genes that are redundant or show lethal knock-out phenotypes. It has been applied using T-DNA or transposons. En/Spm-I/dSpm engineered transposons are efficient activation tags in Arabidopsis. An immobilized transposase source and an enhancer-bearing non-autonomous element are used in combination with positive and negative selectable markers to generate a population of single- or low-copy, stable insertions. This method describes the steps required for selection of parental lines, generation of a population of stable insertions, and gene identification.
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Affiliation(s)
- Nayelli Marsch-Martínez
- Laboratorio Nacional de Genómica para la Biodiversidad (LANGEBIO), Centro de Investigación y de Estudios Avanzados del IPN (CINVESTAV-IPN), Irapuato, Guanajuato, México.
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47
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Wehner N, Weiste C, Dröge-Laser W. Molecular screening tools to study Arabidopsis transcription factors. Front Plant Sci 2011; 2:68. [PMID: 22645547 PMCID: PMC3355788 DOI: 10.3389/fpls.2011.00068] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Accepted: 10/08/2011] [Indexed: 05/08/2023]
Abstract
In the model plant Arabidopsis thaliana, more than 2000 genes are estimated to encode transcription factors (TFs), which clearly emphasizes the importance of transcriptional control. Although genomic approaches have generated large TF open reading frame (ORF) collections, only a limited number of these genes is functionally characterized, yet. This review evaluates strategies and methods to identify TF functions. In particular, we focus on two recently developed TF screening platforms, which make use of publically available GATEWAY(®)-compatible ORF collections. (1) The Arabidopsis thalianaTF ORF over-Expression (AtTORF-Ex) library provides pooled collections of transgenic lines over-expressing HA-tagged TF genes, which are suited for screening approaches to define TF functions in stress defense and development. (2) A high-throughput microtiter plate based protoplast transactivation (PTA) system has been established to screen for TFs which are regulating a given promoter:Luciferase construct in planta.
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Affiliation(s)
- Nora Wehner
- Julius-von-Sachs-Institute, University of WürzburgWürzburg, Germany
| | - Christoph Weiste
- Julius-von-Sachs-Institute, University of WürzburgWürzburg, Germany
| | - Wolfgang Dröge-Laser
- Julius-von-Sachs-Institute, University of WürzburgWürzburg, Germany
- *Correspondence: Wolfgang Dröge-Laser, Julius-von-Sachs-Institute, University of Würzburg, Julius-von-Sachs-Platz 2, D-97082 Würzburg, Germany. e-mail:
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48
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Kondou Y, Higuchi M, Ichikawa T, Matsui M. Application of full-length cDNA resources to gain-of-function technology for characterization of plant gene function. Methods Mol Biol 2011; 729:183-97. [PMID: 21365491 DOI: 10.1007/978-1-61779-065-2_12] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Generation and characterization of mutants are important for the investigation of gene function. Gain-of-function technology is one of the most useful approaches for the systematic production of mutant resources. Full-length cDNAs have been collected from various plant species and have become important resources for functional genomics. We have developed a novel gain-of-function technology for the identification of gene function using a full-length cDNA library, and this system has been named as FOX hunting system (Full-length cDNA Over-eXpressing gene hunting system). In this system, full-length cDNAs are randomly expressed in Arabidopsis. We also generated rice FOX Arabidopsis lines in which full-length cDNAs from rice were expressed in Arabidopsis, and we demonstrated that gene function derived from heterologous organisms can be analyzed systematically using the FOX hunting approach. In this protocol, we describe the process of generating Arabidopsis mutants expressing rice full-length cDNA libraries and the methods of identifying genes from the isolated mutants.
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Yoneda A, Ito T, Higaki T, Kutsuna N, Saito T, Ishimizu T, Osada H, Hasezawa S, Matsui M, Demura T. Cobtorin target analysis reveals that pectin functions in the deposition of cellulose microfibrils in parallel with cortical microtubules. Plant J 2010; 64:657-67. [PMID: 21070417 DOI: 10.1111/j.1365-313x.2010.04356.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Cellulose and pectin are major components of primary cell walls in plants, and it is believed that their mechanical properties are important for cell morphogenesis. It has been hypothesized that cortical microtubules guide the movement of cellulose microfibril synthase in a direction parallel with the microtubules, but the mechanism by which this alignment occurs remains unclear. We have previously identified cobtorin as an inhibitor that perturbs the parallel relationship between cortical microtubules and nascent cellulose microfibrils. In this study, we searched for the protein target of cobtorin, and we found that overexpression of pectin methylesterase and polygalacturonase suppressed the cobtorin-induced cell-swelling phenotype. Furthermore, treatment with polygalacturonase restored the deposition of cellulose microfibrils in the direction parallel with cortical microtubules, and cobtorin perturbed the distribution of methylated pectin. These results suggest that control over the properties of pectin is important for the deposition of cellulose microfibrils and/or the maintenance of their orientation parallel with the cortical microtubules.
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Affiliation(s)
- Arata Yoneda
- Biomass Engineering Program, RIKEN, 1-7-22, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan.
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50
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Jiang SY, Ramachandran S. Assigning biological functions to rice genes by genome annotation, expression analysis and mutagenesis. Biotechnol Lett 2010; 32:1753-63. [PMID: 20703802 DOI: 10.1007/s10529-010-0377-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Accepted: 07/28/2010] [Indexed: 12/17/2022]
Abstract
Rice is the first cereal genome to be completely sequenced. Since the completion of its genome sequencing, considerable progress has been made in multiple areas including the whole genome annotation, gene expression profiling, mutant collection, etc. Here, we summarize the current status of rice genome annotation and review the methodology of assigning biological functions to hundreds of thousands of rice genes as well as discuss the major limitations and the future perspective in rice functional genomics. Available data analysis shows that the rice genome encodes around 32,000 protein-coding genes. Expression analysis revealed at least 31,000 genes with expression evidence from full-length cDNA/EST collection or other transcript profiling. In addition, we have summarized various strategies to generate mutant population including natural, physical, chemical, T-DNA, transposon/retrotransposon or gene silencing based mutagenesis. Currently, more than 1 million of mutants have been generated and 27,551 of them have their flanking sequence tags. To assign biological functions to hundreds of thousands of rice genes, global co-operations are required, various genetic resources should be more easily accessible and diverse data from transcriptomics, proteomics, epigenetics, comparative genomics and bioinformatics should be integrated to better understand the functions of these genes and their regulatory mechanisms.
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