314 results on '"Datla, R."'
Search Results
102. Modified binary plant transformation vectors with the wild-type gene encoding NPTII
- Author
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Datla, R. S. S., Hammerlindl, J. K., Panchuk, B., and Pelcher, L. E.
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- 1992
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103. Improved high-level constitutive foreign gene expression in plants using an AMV RNA4 untranslated leader sequence
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Datla, R. S. S., Bekkaoui, F., Hammerlindl, J. K., and Pilate, G.
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- 1993
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104. Experimental measurements and noise analysis of a cryogenic radiometer
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Datla, R. [National Institute of Standards and Technology (NIST), 100 Bureau Drive, Gaithersburg, Maryland 20899 (United States)]
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- 2014
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105. OSCILLATOR STRENGTHS OF THE 3s$sup 2$S--4p$sup 2$P AND 3d$sup 2$D--4p$sup 2$P TRANSITIONS IN SODIUMLIKE IONS.
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Datla, R
- Published
- 1971
106. Haploid induction: an overview of parental factor manipulation during seed formation.
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Song J, Datla R, Zou J, and Xiang D
- Abstract
In plants, in vivo haploid induction has gained increasing attention for its significant potential applications in crop breeding and genetic research. This strategy reduces the chromosome number in progeny after fertilization, enabling the rapid production of homozygous plants through double haploidization, contrasting with traditional inbreeding over successive generations. Haploidy typically initiates at the onset of seed development, with several key genes identified as paternal or maternal factors that play critical roles during meiosis, fertilization, gamete communication, and chromosome integrity maintenance. The insights gained have led to the development of efficient haploid inducer lines. However, the molecular and genetic mechanisms underlying these factors vary considerably, making it challenging to create broadly applicable haploidy induction systems for plants. In this minireview, we summarize recent discoveries and advances in paternal and maternal haploid induction factors, examining their current understanding and functionalities to further develop efficient haploid inducer systems through the application of parental factor manipulation., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision., (Copyright © 2024 Raju Datla and His Majesty the King in Right of Canada as represented by the National Research Council of Canada.)
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- 2024
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107. Einkorn genomics sheds light on history of the oldest domesticated wheat.
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Ahmed HI, Heuberger M, Schoen A, Koo DH, Quiroz-Chavez J, Adhikari L, Raupp J, Cauet S, Rodde N, Cravero C, Callot C, Lazo GR, Kathiresan N, Sharma PK, Moot I, Yadav IS, Singh L, Saripalli G, Rawat N, Datla R, Athiyannan N, Ramirez-Gonzalez RH, Uauy C, Wicker T, Tiwari VK, Abrouk M, Poland J, and Krattinger SG
- Subjects
- History, Ancient, Whole Genome Sequencing, Genetic Introgression, Hybridization, Genetic, Bread history, Centromere genetics, Genomics, Triticum classification, Triticum genetics, Crop Production history, Genome, Plant genetics
- Abstract
Einkorn (Triticum monococcum) was the first domesticated wheat species, and was central to the birth of agriculture and the Neolithic Revolution in the Fertile Crescent around 10,000 years ago
1,2 . Here we generate and analyse 5.2-Gb genome assemblies for wild and domesticated einkorn, including completely assembled centromeres. Einkorn centromeres are highly dynamic, showing evidence of ancient and recent centromere shifts caused by structural rearrangements. Whole-genome sequencing analysis of a diversity panel uncovered the population structure and evolutionary history of einkorn, revealing complex patterns of hybridizations and introgressions after the dispersal of domesticated einkorn from the Fertile Crescent. We also show that around 1% of the modern bread wheat (Triticum aestivum) A subgenome originates from einkorn. These resources and findings highlight the history of einkorn evolution and provide a basis to accelerate the genomics-assisted improvement of einkorn and bread wheat., (© 2023. The Author(s).)- Published
- 2023
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108. Spatiotemporal transcriptomics and metabolic profiling provide insights into gene regulatory networks during lentil seed development.
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Yu B, Gao P, Song J, Yang H, Qin L, Yu X, Song H, Coulson J, Bekkaoui Y, Akhov L, Han X, Cram D, Wei Y, Zaharia LI, Zou J, Konkin D, Quilichini TD, Fobert P, Patterson N, Datla R, and Xiang D
- Subjects
- Gene Regulatory Networks, Seeds metabolism, Gene Expression Profiling, Gene Expression Regulation, Plant genetics, Transcriptome genetics, Lens Plant genetics
- Abstract
Lentil (Lens culinaris Medik.) is a nutritious legume with seeds rich in protein, minerals and an array of diverse specialized metabolites. The formation of a seed requires regulation and tight coordination of developmental programs to form the embryo, endosperm and seed coat compartments, which determines the structure and composition of mature seed and thus its end-use quality. Understanding the molecular and cellular events and metabolic processes of seed development is essential for improving lentil yield and seed nutritional value. However, such information remains largely unknown, especially at the seed compartment level. In this study, we generated high-resolution spatiotemporal gene expression profiles in lentil embryo, seed coat and whole seeds from fertilization through maturation. Apart from anatomic differences between the embryo and seed coat, comparative transcriptomics and weighted gene co-expression network analysis revealed embryo- and seed coat-specific genes and gene modules predominant in specific tissues and stages, which highlights distinct genetic programming. Furthermore, we investigated the dynamic profiles of flavonoid, isoflavone, phytic acid and saponin in seed compartments across seed development. Coupled with transcriptome data, we identified sets of candidate genes involved in the biosynthesis of these metabolites. The global view of the transcriptional and metabolic changes of lentil seed tissues throughout development provides a valuable resource for dissecting the genetic control of secondary metabolism and development of molecular tools for improving seed nutritional quality., (© 2023 National Research Council Canada and Global Institute for Food Security. The Plant Journal published by Society for Experimental Biology and John Wiley & Sons Ltd. Reproduced with the permission of the Minister of Innovation, Science, and Economic Development.)
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- 2023
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109. Physical mapping of the wheat genes in low-recombination regions: radiation hybrid mapping of the C-locus.
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Kajla A, Schoen A, Paulson C, Yadav IS, Neelam K, Riera-Lizarazu O, Leonard J, Gill BS, Venglat P, Datla R, Poland J, Coleman G, Rawat N, and Tiwari V
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- Chromosome Mapping, Recombination, Genetic, Triticum genetics, Radiation Hybrid Mapping
- Abstract
Key Message: This work reports the physical mapping of an important gene affecting spike compactness located in a low-recombination region of hexaploid wheat. This work paves the way for the eventual isolation and characterization of the factor involved but also opens up possibilities to use this approach to precisely map other wheat genes located on proximal parts of wheat chromosomes that show highly reduced recombination. Mapping wheat genes, in the centromeric and pericentromeric regions (~ 2/3rd of a given chromosome), poses a formidable challenge due to highly suppressed recombination. Using an example of compact spike locus (C-locus), this study provides an approach to precisely map wheat genes in the pericentromeric and centromeric regions that house ~ 30% of wheat genes. In club-wheat, spike compactness is controlled by the dominant C-locus, but previous efforts have failed to localize it, on a particular arm of chromosome 2D. We integrated radiation hybrid (RH) and high-resolution genetic mapping to locate C-locus on the short arm of chromosome 2D. Flanking markers of the C-locus span a physical distance of 11.0 Mb (231.0-242 Mb interval) and contain only 11 high-confidence annotated genes. This work demonstrates the value of this integrated strategy in mapping dominant genes in the low-recombination regions of the wheat genome. A comparison of the mapping resolutions of the RH and genetic maps using common anchored markers indicated that the RH map provides ~ 9 times better resolution that the genetic map even with much smaller population size. This study provides a broadly applicable approach to fine map wheat genes in regions of suppressed recombination., (© 2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2023
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110. Comprehensive compositional assessment of bioactive compounds in diverse pea accessions.
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Han X, Akhov L, Ashe P, Lewis C, Deibert L, Irina Zaharia L, Forseille L, Xiang D, Datla R, Nosworthy M, Henry C, Zou J, Yu B, and Patterson N
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- Humans, Pisum sativum, Phytoestrogens, Plant Breeding, Isoflavones, Lathyrus
- Abstract
Pea (Pisum sativum L.) is an important legume crop providing a good source of protein, vitamins, minerals and bioactive compounds with health benefits for humans. In this study, an improved method for simultaneous analysis of multiple phytoestrogens among 100 pea accessions was developed. Ipriflavone, (a synthetic isoflavone), was used as an internal standard for the semiquantitative analysis of 17 phytoestrogens including isoflavone aglycones and conjugates, allowing direct analysis of isoflavones in their naturally occurring forms. This comprehensive dataset demonstrated that the isoflavones varied greatly and some accessions tended to have high levels of multiple phytoestrogens among the 100 accessions analyzed. Isoliquiritigenin followed by glycitein were the predominant compounds detected in the accessions and showed the highest correlation with the total phytoestrogens content. Secoisolariciresinol content was consistently higher in yellow cotyledon peas than in green cotyledon peas, whereas the contents of coumestrol, genestein and secoisolariciresinol were significantly correlated with seed coat color. The total phenolics and saponins showed a wide range of variability among the accessions with higher concentrations of total phenolics observed in seeds with pigmented seed coat or yellow cotyledon seeds, suggesting the synthesis of saponins and phenolics are significantly affected by metabolic pathway genes controlling cotyledon color or seed coat color. This study profiled the variability of bioactive compounds of pea seed quality traits in diverse pea accessions and provides an immense resource for continued research, breeding and selection of genotypes for a wide range of applications., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Crown Copyright © 2023. Published by Elsevier Ltd. All rights reserved.)
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- 2023
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111. Involvement of Target of Rapamycin (TOR) Signaling in the Regulation of Crosstalk between Ribosomal Protein Small Subunit 6 Kinase-1 (RPS6K-1) and Ribosomal Proteins.
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Bakshi A, Moin M, Gayatri MB, Reddy ABM, Datla R, Madhav MS, and Kirti PB
- Abstract
The target of rapamycin (TOR) protein phosphorylates its downstream effector p70kDa ribosomal protein S6 kinases (S6K1) for ribosome biogenesis and translation initiation in eukaryotes. However, the molecular mechanism of TOR-S6K1-ribosomal protein (RP) signaling is not well understood in plants. In the present study, we report the transcriptional upregulation of ribosomal protein large and small subunit ( RPL and RPS ) genes in the previously established TOR overexpressing transgenic lines of rice (in Oryza sativa ssp. indica , variety BPT-5204, TR-2.24 and TR-15.1) and of Arabidopsis thaliana (in Col 0 ecotype, ATR-1.4.27 and ATR-3.7.32). The mRNA levels of RP genes from this study were compared with those previously available in transcriptomic datasets on the expression of RP s in relation to TOR inhibitor and in the TOR -RNAi lines of Arabidopsis thaliana . We further analyzed TOR activity, i.e., S6K1 phosphorylation in SALK lines of Arabidopsis with mutation in rpl6 , rpl18 , rpl23 , rpl24 and rps28C, where the rpl18 mutant showed inactivation of S6K1 phosphorylation. We also predicted similar putative Ser/Thr phosphorylation sites for ribosomal S6 kinases (RSKs) in the RPs of Oryza sativa ssp. indica and Arabidopsis thaliana. The findings of this study indicate that the TOR pathway is possibly interlinked in a cyclic manner via the phosphorylation of S6K1 as a modulatory step for the regulation of RP function to switch 'on'/'off' the translational regulation for balanced plant growth.
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- 2023
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112. Asymmetric gene expression in grain development of reciprocal crosses between tetraploid and hexaploid wheats.
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Jia Z, Gao P, Yin F, Quilichini TD, Sheng H, Song J, Yang H, Gao J, Chen T, Yang B, Kochian LV, Zou J, Patterson N, Yang Q, Gillmor CS, Datla R, Li Q, and Xiang D
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- Seeds genetics, Edible Grain genetics, Polyploidy, Transcriptome, Tetraploidy, Triticum genetics
- Abstract
Production of viable progeny from interploid crosses requires precise regulation of gene expression from maternal and paternal chromosomes, yet the transcripts contributed to hybrid seeds from polyploid parent species have rarely been explored. To investigate the genome-wide maternal and paternal contributions to polyploid grain development, we analyzed the transcriptomes of developing embryos, from zygote to maturity, alongside endosperm in two stages of development, using reciprocal crosses between tetraploid and hexaploid wheats. Reciprocal crosses between species with varied levels of ploidy displayed broad impacts on gene expression, including shifts in alternative splicing events in select crosses, as illustrated by active splicing events, enhanced protein synthesis and chromatin remodeling. Homoeologous gene expression was repressed on the univalent D genome in pentaploids, but this suppression was attenuated in crosses with a higher ploidy maternal parent. Imprinted genes were identified in endosperm and early embryo tissues, supporting predominant maternal effects on early embryogenesis. By systematically investigating the complex transcriptional networks in reciprocal-cross hybrids, this study presents a framework for understanding the genomic incompatibility and transcriptome shock that results from interspecific hybridization and uncovers the transcriptional impacts on hybrid seeds created from agriculturally-relevant polyploid species., (© 2022. Crown.)
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- 2022
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113. Editorial: Roles and regulatory mechanisms of ABA in plant development.
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Li G, Wang Y, Wu J, Hu H, Datla R, Bu Q, Moncaleán P, Li J, and Zhang J
- Abstract
Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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- 2022
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114. Clustered regularly interspaced short palindromic repeats/CRISPR-associated protein 9-generated diallelic mutants reveal Arabidopsis actin-related protein 2 function in the trafficking of syntaxin PEN1.
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Gao P, Qin L, Nguyen H, Sheng H, Quilichini TD, Xiang D, Kochian LV, Wei Y, and Datla R
- Abstract
In plants, the actin cytoskeleton plays a critical role in defense against diverse pathogens. The formation of actin patches is essential for the intracellular transport of organelles and molecules toward pathogen penetration sites and the formation of papillae for an early cellular response to powdery mildew attack in Arabidopsis thaliana . This response process is regulated by the actin-related protein (ARP)2/3 complex and its activator, the WAVE/SCAR complex (W/SRC). The ARP2/3 complex is also required for maintaining steady-state levels of the defense-associated protein, PENETRATION 1 (PEN1), at the plasma membrane and for its deposition into papillae. However, specific ARP2 functionalities in this context remain unresolved, as knockout mutants expressing GFP-PEN1 reporter constructs could not be obtained by conventional crossing approaches. In this study, employing a CRISPR/Cas9 multiplexing-mediated genome editing approach, we produced an ARP2 knockout expressing the GFP-PEN1 marker in Arabidopsis . This study successfully identified diallelic somatic mutations with both ARP2 alleles edited among the primary T1 transgenic plants, and also obtained independent lines with stable arp2/arp2 mutations in the T2 generation. Further analyses on these arp2/arp2 mutants showed similar biological functions of ARP2 to ARP3 in the accumulation of PEN1 against fungal invasion. Together, this CRISPR/Cas9-based approach offers highly efficient simultaneous disruption of the two ARP2 alleles in GFP-PEN1 -expressing lines, and a rapid method for performing live-cell imaging to facilitate the investigation of important plant-pathogen interactions using a well-established and widely applied GFP marker system, thus gaining insights and elucidating the contributions of ARP2 upon fungal attack., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Gao, Qin, Nguyen, Sheng, Quilichini, Xiang, Kochian, Wei and Datla.)
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- 2022
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115. PALE-GREEN LEAF 1, a rice cpSRP54 protein, is essential for the assembly of the PSI-LHCI supercomplex.
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Gao P, Xia H, Li Q, Li Z, Zhai C, Weng L, Mi H, Yan S, Datla R, Wang H, and Yang J
- Abstract
Although photosynthetic multiprotein complexes have received major attention, our knowledge about the assembly of these proteins into functional complexes in plants is still limited. In the present study, we have identified a chlorophyll-deficient mutant, pale - green leaf 1 ( pgl1 ), in rice that displays abnormally developed chloroplasts. Map-based cloning of this gene revealed that OsPGL1 encodes a chloroplast targeted protein homologous to the 54-kDa subunit of the signal recognition particle (cpSRP54). Immunoblot analysis revealed that the accumulation of the PSI core proteins PsaA and PsaB, subunits from the ATP synthase, cytochrome, and light-harvesting complex (LHC) is dramatically reduced in pgl1 . Blue native gel analysis of thylakoid membrane proteins showed the existence of an extra band in the pgl1 mutant, which located between the dimeric PSII/PSI-LHCI and the monomeric PSII. Immunodetection after 2D separation indicated that the extra band consists of the proteins from the PSI core complex. Measurements of chlorophyll fluorescence at 77 K further confirmed that PSI, rather than PSII, was primarily impaired in the pgl1 mutant. These results suggest that OsPGL1 might act as a molecular chaperone that is required for the efficient assembly and specific integration of the peripheral LHCI proteins into the PSI core complex in rice., Competing Interests: The authors declare no conflicts of interest associated with the work described in this manuscript., (© 2022 The Authors. Plant Direct published by American Society of Plant Biologists and the Society for Experimental Biology and John Wiley & Sons Ltd.)
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- 2022
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116. The Seed Coat's Impact on Crop Performance in Pea ( Pisum sativum L.).
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Quilichini TD, Gao P, Yu B, Bing D, Datla R, Fobert P, and Xiang D
- Abstract
Seed development in angiosperms produces three genetically and developmentally distinct sub-compartments: the embryo, endosperm, and seed coat. The maternally derived seed coat protects the embryo and interacts closely with the external environment especially during germination and seedling establishment. Seed coat is a key contributor to seed composition and an important determinant of nutritional value for humans and livestock. In this review, we examined pea crop productivity through the lens of the seed coat, its contribution to several valued nutritional traits of the pea crop, and its potential as a breeding target. Key discoveries made in advancing the knowledge base for sensing and transmission of external signals, the architecture and chemistry of the pea seed coat, and relevant insights from other important legumes were discussed. Furthermore, for selected seed coat traits, known mechanisms of genetic regulation and efforts to modulate these mechanisms to facilitate composition and productivity improvements in pea were discussed, alongside opportunities to support the continued development and improvement of this underutilized crop. This review describes the most important features of seed coat development in legumes and highlights the key roles played by the seed coat in pea seed development, with a focus on advances made in the genetic and molecular characterization of pea and other legumes and the potential of this key seed tissue for targeted improvement and crop optimization.
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- 2022
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117. Spatiotemporal Transcriptomic Atlas of Developing Embryos and Vegetative Tissues in Flax.
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Gao P, Qiu S, Ma X, Parkin IAP, Xiang D, and Datla R
- Abstract
Flax ( Linum usitatissimum L.) is an important multipurpose crop widely grown for oil and fiber. Despite recent advances in genomics, detailed gene activities during the important reproductive phase of its development are not well defined. In this study, we employed high-throughput RNA-sequencing methods to generate in-depth transcriptome profiles of flax tissues with emphasis on the reproductive phases of five key stages of embryogenesis (globular embryo, heart embryo, torpedo embryo, cotyledon embryo, and mature embryo), mature seed, and vegetative tissues viz. ovary, anther, and root. These datasets were used to establish the co-expression networks covering 36 gene modules based on the expression patterns for each gene through weighted gene co-expression network analysis (WGCNA). Functional interrogation with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) of dominantly expressed genetic modules in tissues revealed pathways involved in the development of different tissues. Moreover, the essential genes in embryo development and synthesis of storage reserves were identified based on their dynamic expression patterns. Together, this comprehensive dataset for developing embryos, mature seeds and vegetative tissues provides new insights into molecular mechanisms of seed development with potential for flax crop improvement.
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- 2022
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118. Salicylic acid fights against Fusarium wilt by inhibiting target of rapamycin signaling pathway in Fusarium oxysporum.
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Li L, Zhu T, Song Y, Feng L, Kear PJ, Riseh RS, Sitohy M, Datla R, and Ren M
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- Humans, Plant Diseases microbiology, Plants, Genetically Modified, Salicylic Acid, Signal Transduction, Sirolimus, Fusarium genetics, Solanum tuberosum genetics
- Abstract
Introduction: Biofungicides with low toxicity and high efficiency are a global priority for sustainable agricultural development. Phytohormone salicylic acid (SA) is an ancient medicine against various diseases in humans and activates the immune system in plants, but little is known of its function as a biofungicide., Objectives: Here, Fusarium oxysporum, the causal agent of devastating Fusarium wilt and immunodepressed patients, was used as a model system to explore whether SA can enter the pathogen cells and suppress key targets of the pathogen., Methods: Oxford Nanopore MinION sequencing and high-throughput chromosome conformation capture (Hi-C) sequencing were used to analyzed the genome of F. oxysporum. In addition, RNA-seq, qRT-PCR, and western blotting were conducted to detect gene and protein expression levels., Results: We isolated and sequenced the genome of F. oxysporum from potato dry rot, and the F. oxysporum included 12 chromosomes and 52.3 Mb genomic length. Pharmacological assays showed that exogenous application of SA can efficiently arrest hyphal growth, spore production, and pathogenicity of F. oxysporum, whereas endogenous salicylate hydroxylases significantly detoxify SA. The synergistic growth inhibition of F. oxysporum was observed when SA was combined with rapamycin. Kinase assays showed that SA inhibits FoTOR complex 1 (FoTORC1) by activating FoSNF1 in vivo. Transgenic potato plants with the interference of FoTOR1 and FoSAH1 genes inhibited the invasive growth of hyphae and significantly prevented the occurrence of Fusarium wilt., Conclusion: This study revealed the underlying mechanisms of SA against F. oxysporum and provided insights into SA in controlling various fungal diseases by targeting the SNF1-TORC1 pathway of pathogens., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022. Production and hosting by Elsevier B.V.)
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- 2022
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119. Editorial: Advances in Pollen Research: Biology, Biotechnology, and Plant Breeding Applications.
- Author
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Gómez-Mena C, Honys D, Datla R, and Testillano PS
- Abstract
Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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- 2022
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120. Evolutionary divergence in embryo and seed coat development of U's Triangle Brassica species illustrated by a spatiotemporal transcriptome atlas.
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Gao P, Quilichini TD, Yang H, Li Q, Nilsen KT, Qin L, Babic V, Liu L, Cram D, Pasha A, Esteban E, Condie J, Sidebottom C, Zhang Y, Huang Y, Zhang W, Bhowmik P, Kochian LV, Konkin D, Wei Y, Provart NJ, Kagale S, Smith M, Patterson N, Gillmor CS, Datla R, and Xiang D
- Subjects
- Diploidy, Polyploidy, Seeds genetics, Transcriptome genetics, Brassica genetics, Brassica napus genetics
- Abstract
The economically valuable Brassica species include the six related members of U's Triangle. Despite the agronomic and economic importance of these Brassicas, the impacts of evolution and relatively recent domestication events on the genetic landscape of seed development have not been comprehensively examined in these species. Here we present a 3D transcriptome atlas for the six species of U's Triangle, producing a unique resource that captures gene expression data for the major subcompartments of the seed, from the unfertilized ovule to the mature embryo and seed coat. This comprehensive dataset for seed development in tetraploid and ancestral diploid Brassicas provides new insights into evolutionary divergence and expression bias at the gene and subgenome levels during the domestication of these valued crop species. Comparisons of gene expression associated with regulatory networks and metabolic pathways operating in the embryo and seed coat during seed development reveal differences in storage reserve accumulation and fatty acid metabolism among the six Brassica species. This study illustrates the genetic underpinnings of seed traits and the selective pressures placed on seed production, providing an immense resource for continued investigation of Brassica polyploid biology, genomics and evolution., (© 2021 The Authors. New Phytologist © 2021 New Phytologist Foundation.)
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- 2022
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121. Auxin and Target of Rapamycin Spatiotemporally Regulate Root Organogenesis.
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Xie X, Wang Y, Datla R, and Ren M
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- Gene Expression genetics, Gene Expression Regulation, Plant genetics, Organogenesis, Plant genetics, Photosynthesis, Plant Growth Regulators metabolism, Plant Roots genetics, Plant Roots metabolism, Plants, Genetically Modified metabolism, Signal Transduction, Indoleacetic Acids metabolism, Plant Roots growth & development, TOR Serine-Threonine Kinases metabolism
- Abstract
The programs associated with embryonic roots (ERs), primary roots (PRs), lateral roots (LRs), and adventitious roots (ARs) play crucial roles in the growth and development of roots in plants. The root functions are involved in diverse processes such as water and nutrient absorption and their utilization, the storage of photosynthetic products, and stress tolerance. Hormones and signaling pathways play regulatory roles during root development. Among these, auxin is the most important hormone regulating root development. The target of rapamycin (TOR) signaling pathway has also been shown to play a key role in root developmental programs. In this article, the milestones and influential progress of studying crosstalk between auxin and TOR during the development of ERs, PRs, LRs and ARs, as well as their functional implications in root morphogenesis, development, and architecture, are systematically summarized and discussed.
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- 2021
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122. Target of rapamycin controls hyphal growth and pathogenicity through FoTIP4 in Fusarium oxysporum.
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Li L, Zhu T, Song Y, Luo X, Datla R, and Ren M
- Subjects
- Plant Diseases, Sirolimus pharmacology, Virulence, Fusarium
- Abstract
Fusarium oxysporum is the causal agent of the devastating Fusarium wilt by invading and colonizing the vascular system in various plants, resulting in substantial economic losses worldwide. Target of rapamycin (TOR) is a central regulator that controls intracellular metabolism, cell growth, and stress responses in eukaryotes, but little is known about TOR signalling in F. oxysporum. In this study, we identified conserved FoTOR signalling pathway components including FoTORC1 and FoTORC2. Pharmacological assays showed that F. oxysporum is hypersensitive to rapamycin in the presence of FoFKBP12 while the deletion mutant strain ΔFofkbp12 is insensitive to rapamycin. Transcriptomic data indicated that FoTOR signalling controls multiple metabolic processes including ribosome biogenesis and cell wall-degrading enzymes (CWDEs). Genetic analysis revealed that FoTOR1 interacting protein 4 (FoTIP4) acts as a new component of FoTOR signalling to regulate hyphal growth and pathogenicity of F. oxysporum. Importantly, transcript levels of genes associated with ribosome biogenesis and CWDEs were dramatically downregulated in the ΔFotip4 mutant strain. Electrophoretic mobility shift assays showed that FoTIP4 can bind to the promoters of ribosome biogenesis- and CWDE-related genes to positively regulate the expression of these genes. These results suggest that FoTOR signalling plays central roles in regulating hyphal growth and pathogenicity of F. oxysporum and provide new insights into FoTOR1 as a target for controlling and preventing Fusarium wilt in plants., (© 2021 The Authors. Molecular Plant Pathology published by British Society for Plant Pathology and John Wiley & Sons Ltd.)
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- 2021
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123. The ARP2/3 complex, acting cooperatively with Class I formins, modulates penetration resistance in Arabidopsis against powdery mildew invasion.
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Qin L, Liu L, Tu J, Yang G, Wang S, Quilichini TD, Gao P, Wang H, Peng G, Blancaflor EB, Datla R, Xiang D, Wilson KE, and Wei Y
- Subjects
- Actin-Related Protein 2-3 Complex metabolism, Arabidopsis microbiology, Arabidopsis Proteins metabolism, Disease Resistance genetics, Plant Diseases genetics, Plant Diseases microbiology, Actin-Related Protein 2-3 Complex genetics, Arabidopsis immunology, Arabidopsis Proteins genetics, Ascomycota physiology, Formins metabolism, Plant Diseases immunology, Plant Immunity genetics
- Abstract
The actin cytoskeleton regulates an array of diverse cellular activities that support the establishment of plant-microbe interactions and plays a critical role in the execution of plant immunity. However, molecular and cellular mechanisms regulating the assembly and rearrangement of actin filaments (AFs) at plant-pathogen interaction sites remain largely elusive. Here, using live-cell imaging, we show that one of the earliest cellular responses in Arabidopsis thaliana upon powdery mildew attack is the formation of patch-like AF structures beneath fungal invasion sites. The AFs constituting actin patches undergo rapid turnover, which is regulated by the actin-related protein (ARP)2/3 complex and its activator, the WAVE/SCAR regulatory complex (W/SRC). The focal accumulation of phosphatidylinositol-4,5-bisphosphate at fungal penetration sites appears to be a crucial upstream modulator of the W/SRC-ARP2/3 pathway-mediated actin patch formation. Knockout of W/SRC-ARP2/3 pathway subunits partially compromised penetration resistance with impaired endocytic recycling of the defense-associated t-SNARE protein PEN1 and its deposition into apoplastic papillae. Simultaneously knocking out ARP3 and knocking down the Class I formin (AtFH1) abolished actin patch formation, severely impaired the deposition of cell wall appositions, and promoted powdery mildew entry into host cells. Our results demonstrate that the ARP2/3 complex and formins, two actin-nucleating systems, act cooperatively and contribute to Arabidopsis penetration resistance to fungal invasion., (© American Society of Plant Biologists 2021. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
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- 2021
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124. Conserved, divergent and heterochronic gene expression during Brachypodium and Arabidopsis embryo development.
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Hao Z, Zhang Z, Xiang D, Venglat P, Chen J, Gao P, Datla R, and Weijers D
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- Embryonic Development, Gene Expression Regulation, Plant, Plant Proteins genetics, Transcriptome, Arabidopsis genetics, Arabidopsis metabolism, Brachypodium genetics, Brachypodium metabolism
- Abstract
Key Message: Developmental and transcriptomic analysis of Brachypodium embryogenesis and comparison with Arabidopsis identifies conserved and divergent phases of embryogenesis and reveals widespread heterochrony of developmental gene expression. Embryogenesis, transforming the zygote into the mature embryo, represents a fundamental process for all flowering plants. Current knowledge of cell specification and differentiation during plant embryogenesis is largely based on studies of the dicot model plant Arabidopsis thaliana. However, the major crops are monocots and the transcriptional programs associated with the differentiation processes during embryogenesis in this clade were largely unknown. Here, we combined analysis of cell division patterns with development of a temporal transcriptomic resource during embryogenesis of the monocot model plant Brachypodium distachyon. We found that early divisions of the Brachypodium embryo were highly regular, while later stages were marked by less stereotypic patterns. Comparative transcriptomic analysis between Brachypodium and Arabidopsis revealed that early and late embryogenesis shared a common transcriptional program, whereas mid-embryogenesis was divergent between species. Analysis of orthology groups revealed widespread heterochronic expression of potential developmental regulators between the species. Interestingly, Brachypodium genes tend to be expressed at earlier stages than Arabidopsis counterparts, which suggests that embryo patterning may occur early during Brachypodium embryogenesis. Detailed investigation of auxin-related genes shows that the capacity to synthesize, transport and respond to auxin is established early in the embryo. However, while early PIN1 polarity could be confirmed, it is unclear if an active response is mounted. This study presents a resource for studying Brachypodium and grass embryogenesis and shows that divergent angiosperms share a conserved genetic program that is marked by heterochronic gene expression., (© 2021. The Author(s).)
- Published
- 2021
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125. Alternative splicing dynamics and evolutionary divergence during embryogenesis in wheat species.
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Gao P, Quilichini TD, Zhai C, Qin L, Nilsen KT, Li Q, Sharpe AG, Kochian LV, Zou J, Reddy ASN, Wei Y, Pozniak C, Patterson N, Gillmor CS, Datla R, and Xiang D
- Subjects
- Embryonic Development, Evolution, Molecular, Genome, Plant genetics, Polyploidy, Proteomics, Alternative Splicing genetics, Triticum genetics
- Abstract
Among polyploid species with complex genomic architecture, variations in the regulation of alternative splicing (AS) provide opportunities for transcriptional and proteomic plasticity and the potential for generating trait diversities. However, the evolution of AS and its influence on grain development in diploid grass and valuable polyploid wheat crops are poorly understood. To address this knowledge gap, we developed a pipeline for the analysis of alternatively spliced transcript isoforms, which takes the high sequence similarity among polyploid wheat subgenomes into account. Through analysis of synteny and detection of collinearity of homoeologous subgenomes, conserved and specific AS events across five wheat and grass species were identified. A global analysis of the regulation of AS in diploid grass and polyploid wheat grains revealed diversity in AS events not only between the endosperm, pericarp and embryo overdevelopment, but also between subgenomes. Analysis of AS in homoeologous triads of polyploid wheats revealed evolutionary divergence between gene-level and transcript-level regulation of embryogenesis. Evolutionary age analysis indicated that the generation of novel transcript isoforms has occurred in young genes at a more rapid rate than in ancient genes. These findings, together with the development of comprehensive AS resources for wheat and grass species, advance understanding of the evolution of regulatory features of AS during embryogenesis and grain development in wheat., (© 2021 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd.)
- Published
- 2021
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126. High-resolution mapping of the Mov-1 locus in wheat by combining radiation hybrid (RH) and recombination-based mapping approaches.
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Mahlandt A, Rawat N, Leonard J, Venglat P, Datla R, Meier N, Gill BS, Riera-Lizarazu O, Coleman G, Murphy AS, and Tiwari VK
- Subjects
- Alleles, Genes, Plant, Genetic Linkage, Genetic Markers, Phenotype, Polyploidy, Seeds, Radiation Hybrid Mapping, Recombination, Genetic, Triticum genetics
- Abstract
Key Message: This work reports a quick method that integrates RH mapping and genetic mapping to map the dominant Mov-1 locus to a 1.1-Mb physical interval with a small number of candidate genes. Bread wheat is an important crop for global human population. Identification of genes and alleles controlling agronomic traits is essential toward sustainably increasing crop production. The unique multi-ovary (MOV) trait in wheat holds potential for improving yields and is characterized by the formation of 2-3 grains per spikelet. The genetic basis of the multi-ovary trait is known to be monogenic and dominant in nature. Its precise mapping and functional characterization is critical to utilizing this trait in a feasible manner. Previous mapping efforts of the locus controlling multiple ovary/pistil formation in the hexaploid wheat have failed to produce a consensus for a particular chromosome. We describe a mapping strategy integrating radiation hybrid mapping and high-resolution genetic mapping to locate the chromosomal position of the Mov-1 locus in hexaploid wheat. We used RH mapping approach using a panel of 188 lines to map the Mov-1 locus in the terminal part of long arm of wheat chromosome 2D with a map resolution of 1.67 Mb/cR
1500 . Then using a genetic population of MOV × Synthetic wheat of F2 lines, we delineated the Mov-1 locus to a 1.1-Mb physical region with a small number of candidate genes. This demonstrates the value of this integrated strategy to mapping dominant genes in wheat.- Published
- 2021
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127. Integrative Modeling of Gene Expression and Metabolic Networks of Arabidopsis Embryos for Identification of Seed Oil Causal Genes.
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Cloutier M, Xiang D, Gao P, Kochian LV, Zou J, Datla R, and Wang E
- Abstract
Fatty acids in crop seeds are a major source for both vegetable oils and industrial applications. Genetic improvement of fatty acid composition and oil content is critical to meet the current and future demands of plant-based renewable seed oils. Addressing this challenge can be approached by network modeling to capture key contributors of seed metabolism and to identify underpinning genetic targets for engineering the traits associated with seed oil composition and content. Here, we present a dynamic model, using an Ordinary Differential Equations model and integrated time-course gene expression data, to describe metabolic networks during Arabidopsis thaliana seed development. Through in silico perturbation of genes, targets were predicted in seed oil traits. Validation and supporting evidence were obtained for several of these predictions using published reports in the scientific literature. Furthermore, we investigated two predicted targets using omics datasets for both gene expression and metabolites from the seed embryo, and demonstrated the applicability of this network-based model. This work highlights that integration of dynamic gene expression atlases generates informative models which can be explored to dissect metabolic pathways and lead to the identification of causal genes associated with seed oil traits., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Cloutier, Xiang, Gao, Kochian, Zou, Datla and Wang.)
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- 2021
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128. Effect of start of main injection timing on performance, emission, and combustion characteristics of a VGT CI engine fueled with neem biodiesel.
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Datla R, Puli RK, Velayudhan Parvathy C, and Varuvel EG
- Subjects
- Esterification, Gasoline, Vehicle Emissions, Biofuels, Carbon Monoxide analysis
- Abstract
The performance of engine parameters is more influenced with fuel injection strategies namely start of main injection timing (SoMI). An experimental analysis was performed to find the optimum SoMI timing based on performance, emission, and combustion characteristics. Base fuel of diesel and neem biodiesel was used as test fuels. The neem biodiesel was prepared by esterification and transesterification process. It is found from literature that neem biodiesel blend NB20 with diesel gives optimum performance and emission characteristics; therefore, NB20 blend was used for experiments. A variable geometry turbocharger (VGT) compression ignition (CI) engine was used to conduct the experiments. Engine performance parameters were estimated and compared with a base fuel of diesel and with NB20 blends. In this experimentation, fuel injection pressure (FIP) of 800 bar and engine speed of 1700 rpm were considered. SoMI timing was varied from 2° to 10° bTDC with an increment of 2° bTDC timing. Cylinder pressure (CP) and heat release rate (HRR) were estimated and found that are higher for diesel fuel compared to NB20 blend at different SoMI timings. The addition of neem biodiesel NB20 blend to diesel fuel decreases the exhaust emissions except NOx emissions. The BSFC was considerably reduced and BTE was improved almost equivalent to the diesel fuel for NB20. From the results, it is concluded that 10° bTDC SoMI timing provides 13% improvement in BTE, 21% decrement in BSFC, and 7.5% reduction in CO
2 emissions.- Published
- 2021
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129. Developmental and genomic architecture of plant embryogenesis: from model plant to crops.
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Armenta-Medina A, Gillmor CS, Gao P, Mora-Macias J, Kochian LV, Xiang D, and Datla R
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- Crops, Agricultural genetics, Gene Expression Regulation, Plant, Genes, Plant, Genome, Plant, Arabidopsis genetics, Arabidopsis growth & development, Crops, Agricultural growth & development, Genomics, Morphogenesis genetics, Seeds genetics, Seeds growth & development
- Abstract
Embryonic development represents an important reproductive phase of sexually reproducing plant species. The fusion of egg and sperm produces the plant zygote, a totipotent cell that, through cell division and cell identity specification in early embryogenesis, establishes the major cell lineages and tissues of the adult plant. The subsequent morphogenesis phase produces the full-sized embryo, while the late embryogenesis maturation process prepares the seed for dormancy and subsequent germination, ensuring continuation of the plant life cycle. In this review on embryogenesis, we compare the model eudicot Arabidopsis thaliana with monocot crops, focusing on genome activation, paternal and maternal regulation of early zygote development, and key organizers of patterning, such as auxin and WOX transcription factors. While the early stages of embryo development are apparently conserved among plant species, embryo maturation programs have diversified between eudicots and monocots. This diversification in crop species reflects the likely effects of domestication on seed quality traits that are determined during embryo maturation, and also assures seed germination in different environmental conditions. This review describes the most important features of embryonic development in plants, and the scope and applications of genomics in plant embryo studies., (© 2020 The Author(s).)
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- 2020
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130. Copy number variation of TdDof controls solid-stemmed architecture in wheat.
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Nilsen KT, Walkowiak S, Xiang D, Gao P, Quilichini TD, Willick IR, Byrns B, N'Diaye A, Ens J, Wiebe K, Ruan Y, Cuthbert RD, Craze M, Wallington EJ, Simmonds J, Uauy C, Datla R, and Pozniak CJ
- Subjects
- Genes, Plant, Plant Proteins genetics, Triticum anatomy & histology, DNA Copy Number Variations, Plant Stems anatomy & histology, Transcription Factors genetics, Triticum genetics
- Abstract
Stem solidness is an important agronomic trait of durum ( Triticum turgidum L. var. durum ) and bread ( Triticum aestivum L.) wheat that provides resistance to the wheat stem sawfly. This dominant trait is conferred by the SSt1 locus on chromosome 3B. However, the molecular identity and mechanisms underpinning stem solidness have not been identified. Here, we demonstrate that copy number variation of TdDof , a gene encoding a putative DNA binding with one finger protein, controls the stem solidness trait in wheat. Using map-based cloning, we localized TdDof to within a physical interval of 2.1 Mb inside the SSt1 locus. Molecular analysis revealed that hollow-stemmed wheat cultivars such as Kronos carry a single copy of TdDof , whereas solid-stemmed cultivars such as CDC Fortitude carry multiple identical copies of the gene. Deletion of all TdDof copies from CDC Fortitude resulted in the loss of stem solidness, whereas the transgenic overexpression of TdDof restored stem solidness in the TdDof deletion mutant pithless1 and conferred stem solidness in Kronos. In solid-stemmed cultivars, increased TdDof expression was correlated with the down-regulation of genes whose orthologs have been implicated in programmed cell death (PCD) in other species. Anatomical and histochemical analyses revealed that hollow-stemmed lines had stronger PCD-associated signals in the pith cells compared to solid-stemmed lines, which suggests copy number-dependent expression of TdDof could be directly or indirectly involved in the negative regulation of PCD. These findings provide opportunities to manipulate stem development in wheat and other monocots for agricultural or industrial purposes., Competing Interests: The authors declare no competing interest., (Copyright © 2020 the Author(s). Published by PNAS.)
- Published
- 2020
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131. Genome-wide identification of ATP binding cassette (ABC) transporter and heavy metal associated (HMA) gene families in flax (Linum usitatissimum L.).
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Khan N, You FM, Datla R, Ravichandran S, Jia B, and Cloutier S
- Subjects
- Adenosine Triphosphate, Evolution, Molecular, Gene Expression Profiling, Genes, Plant, Genome, Plant, Phylogeny, ATP-Binding Cassette Transporters genetics, Flax genetics, Metals, Heavy, Multigene Family
- Abstract
Background: The recent release of the reference genome sequence assembly of flax, a self-pollinated crop with 15 chromosome pairs, into chromosome-scale pseudomolecules enables the characterization of gene families. The ABC transporter and HMA gene families are important in the control of cadmium (Cd) accumulation in crops. To date, the genome-wide analysis of these two gene families has been successfully conducted in some plant species, but no systematic evolutionary analysis is available for the flax genome., Results: Here we describe the ABC transporter and HMA gene families in flax to provide a comprehensive overview of its evolution and some support towards the functional annotation of its members. The 198 ABC transporter and 12 HMA genes identified in the flax genome were classified into eight ABC transporter and four HMA subfamilies based on their phylogenetic analysis and domains' composition. Nine of these genes, i.e., LuABCC9, LuABCC10, LuABCG58, LuABCG59, LuABCG71, LuABCG72, LuABCG73, LuHMA3, and LuHMA4, were orthologous with the Cd associated genes in Arabidopsis, rice and maize. Ten motifs were identified from all ABC transporter and HMA genes. Also, several motifs were conserved among genes of similar length, but each subfamily each had their own motif structures. Both the ABC transporter and HMA gene families were highly conserved among subfamilies of flax and with those of Arabidopsis. While four types of gene duplication were observed at different frequencies, whole-genome or segmental duplications were the most frequent with 162 genes, followed by 29 dispersed, 14 tandem and 4 proximal duplications, suggesting that segmental duplications contributed the most to the expansion of both gene families in flax. The rates of non-synonymous to synonymous (Ka/Ks) mutations of paired duplicated genes were for the most part lower than one, indicative of a predominant purifying selection. Only five pairs of genes clearly exhibited positive selection with a Ka/Ks ratio greater than one. Gene ontology analyses suggested that most flax ABC transporter and HMA genes had a role in ATP binding, transport, catalytic activity, ATPase activity, and metal ion binding. The RNA-Seq analysis of eight different organs demonstrated diversified expression profiling patterns of the genes and revealed their functional or sub-functional conservation and neo-functionalization., Conclusion: Characterization of the ABC transporter and HMA gene families will help in the functional analysis of candidate genes in flax and other crop species.
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- 2020
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132. Specific Recruitment of Phosphoinositide Species to the Plant-Pathogen Interfacial Membrane Underlies Arabidopsis Susceptibility to Fungal Infection.
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Qin L, Zhou Z, Li Q, Zhai C, Liu L, Quilichini TD, Gao P, Kessler SA, Jaillais Y, Datla R, Peng G, Xiang D, and Wei Y
- Subjects
- Biosensing Techniques, Disease Susceptibility, Mutation genetics, Phosphatidylinositol 4,5-Diphosphate metabolism, Phosphotransferases (Alcohol Group Acceptor) metabolism, Time Factors, Arabidopsis metabolism, Arabidopsis microbiology, Fungi physiology, Host-Pathogen Interactions, Phosphatidylinositols metabolism, Plant Diseases microbiology
- Abstract
Different phosphoinositides enriched at the membranes of specific subcellular compartments within plant cells contribute to organelle identity, ensuring appropriate cellular trafficking and function. During the infection of plant cells, biotrophic pathogens such as powdery mildews enter plant cells and differentiate into haustoria. Each haustorium is enveloped by an extrahaustorial membrane (EHM) derived from the host plasma membrane. Little is known about the EHM biogenesis and identity. Here, we demonstrate that among the two plasma membrane phosphoinositides in Arabidopsis ( Arabidopsis thaliana ), PI(4,5)P
2 is dynamically up-regulated at powdery mildew infection sites and recruited to the EHM, whereas PI4P is absent in the EHM. Lateral transport of PI(4,5)P2 into the EHM occurs through a brefeldin A-insensitive but actin-dependent trafficking pathway. Furthermore, the lower levels of PI(4,5)P2 in pip5k1 pip5k2 mutants inhibit fungal pathogen development and cause disease resistance, independent of cell death-associated defenses and involving impaired host susceptibility. Our results reveal that plant biotrophic and hemibiotrophic pathogens modulate the subcellular distribution of host phosphoinositides and recruit PI(4,5)P2 as a susceptibility factor for plant disease., (© 2020 American Society of Plant Biologists. All rights reserved.)- Published
- 2020
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133. Molecular identification and functional characterization of a cyanogenic glucosyltransferase from flax (Linum unsitatissimum).
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Kazachkov M, Li Q, Shen W, Wang L, Gao P, Xiang D, Datla R, and Zou J
- Subjects
- Gene Expression Regulation, Gene Expression Regulation, Plant, Glucosyltransferases metabolism, Kinetics, Substrate Specificity, Uridine Diphosphate Glucose metabolism, Flax enzymology, Flax genetics, Glucosyltransferases genetics, Nitriles metabolism
- Abstract
Flax seed has become consumers' choice for not only polyunsaturated alpha-linolenic fatty acid but also nutraceuticals such as lignans and soluble fiber. There is, however, a major drawback of flax as a source of functional food since the seeds contain significant level of cyanogenic glucosides. The final step of cyanogenic glucoside biosynthesis is mediated by UDP-glucose dependent glucosyltransferase. To date, no flax cyanogenic glucosyl transferase genes have been reported with verified biochemical functionality. Here we present a study on the identification and enzymatic characterization of a first flax cyanogenic glucosyltransferase, LuCGT1. We show that LuCGT1 was highly active towards both aliphatic and aromatic substrates. The LuCGT1 gene is expressed in leaf tissues as well as in developing seeds, and its expression level was drastically reduced in flax mutant lines low in cyanogenic glucosides. Identification of LuCGT1 provides a molecular handle for developing gene specific markers for targeted breeding of low cyanogenic glucosides in flax., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2020
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134. Correction to: An optimised CRISPR/Cas9 protocol to create targeted mutations in homoeologous genes and an efficient genotyping protocol to identify edited events in wheat.
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Cui X, Balcerzak M, Schernthaner J, Babic V, Datla R, Brauer EK, Labbé N, Subramaniam R, and Ouellet T
- Abstract
[This corrects the article DOI: 10.1186/s13007-019-0500-2.]., (© Her Majesty the Queen in Right of Canada as represented by the Minister of Agriculture and Agri-Food Canada 2019.)
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- 2019
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135. The Transcriptional Landscape of Polyploid Wheats and Their Diploid Ancestors during Embryogenesis and Grain Development.
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Xiang D, Quilichini TD, Liu Z, Gao P, Pan Y, Li Q, Nilsen KT, Venglat P, Esteban E, Pasha A, Wang Y, Wen R, Zhang Z, Hao Z, Wang E, Wei Y, Cuthbert R, Kochian LV, Sharpe A, Provart N, Weijers D, Gillmor CS, Pozniak C, and Datla R
- Subjects
- Cluster Analysis, Diploidy, Edible Grain genetics, Endosperm genetics, Endosperm metabolism, Evolution, Molecular, Gene Expression Regulation, Developmental genetics, Gene Expression Regulation, Plant genetics, Genome, Plant, Polyploidy, Seeds genetics, Seeds metabolism, Signal Transduction genetics, Transcription Factors genetics, Transcription Factors metabolism, Transcriptome physiology, Triticum embryology, Edible Grain growth & development, Transcriptome genetics, Triticum genetics
- Abstract
Modern wheat production comes from two polyploid species, Triticum aestivum and Triticum turgidum (var durum ), which putatively arose from diploid ancestors Triticum urartu , Aegilops speltoides , and Aegilops tauschii How gene expression during embryogenesis and grain development in wheats has been shaped by the differing contributions of diploid genomes through hybridization, polyploidization, and breeding selection is not well understood. This study describes the global landscape of gene activities during wheat embryogenesis and grain development. Using comprehensive transcriptomic analyses of two wheat cultivars and three diploid grasses, we investigated gene expression at seven stages of embryo development, two endosperm stages, and one pericarp stage. We identified transcriptional signatures and developmental similarities and differences among the five species, revealing the evolutionary divergence of gene expression programs and the contributions of A, B, and D subgenomes to grain development in polyploid wheats. The characterization of embryonic transcriptional programming in hexaploid wheat, tetraploid wheat, and diploid grass species provides insight into the landscape of gene expression in modern wheat and its ancestral species. This study presents a framework for understanding the evolution of domesticated wheat and the selective pressures placed on grain production, with important implications for future performance and yield improvements.plantcell;31/12/2888/FX1F1fx1., (© 2019 American Society of Plant Biologists. All rights reserved.)
- Published
- 2019
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136. Versatile and multifaceted CRISPR/Cas gene editing tool for plant research.
- Author
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Pandey PK, Quilichini TD, Vaid N, Gao P, Xiang D, and Datla R
- Subjects
- Botany methods, CRISPR-Cas Systems genetics, Gene Editing, Plants genetics
- Abstract
The ability to create desirable gene variants through targeted changes offers tremendous opportunities for the advancement of basic and applied plant research. Gene editing technologies have opened new avenues to perform such precise gene modifications in diverse biological systems. These technologies use sequence-specific nucleases, such as homing endonucleases, zinc-finger nucleases, transcription activator-like effector nucleases (TALENs) and clustered regularly interspaced short palindromic repeats (CRISPR)-associated protein (CRISPR/Cas) complexes to enable targeted genetic manipulations. Among these, the CRISPR/Cas system has emerged as a broadly applicable and valued gene editing system for its ease of use and versatility. The adaptability of the CRISPR/Cas system has facilitated rapid and continuous innovative developments to the precision and applications of this technology, since its introduction less than a decade ago. Although developed in animal systems, the simple and elegant CRISPR/Cas gene editing technology has quickly been embraced by plant researchers. From early demonstration in model plants, the CRISPR/Cas system has been successfully adapted for various crop species and enabled targeting of agronomically important traits. Although the approach faces several efficiency and delivery related challenges, especially in recalcitrant crop species, continuous advances in the CRISPR/Cas system to address these limitations are being made. In this review, we discuss the CRISPR/Cas technology, its myriad applications and their prospects for crop improvement., (Crown Copyright © 2019. Published by Elsevier Ltd. All rights reserved.)
- Published
- 2019
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137. An optimised CRISPR/Cas9 protocol to create targeted mutations in homoeologous genes and an efficient genotyping protocol to identify edited events in wheat.
- Author
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Cui X, Balcerzak M, Schernthaner J, Babic V, Datla R, Brauer EK, Labbé N, Subramaniam R, and Ouellet T
- Abstract
Background: Targeted genome editing using the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas9 system has been applied in a large number of plant species. Using a gene-specific single guide RNA (sgRNA) and the CRISPR/Cas9 system, small editing events such as deletions of few bases can be obtained. However larger deletions are required for some applications. In addition, identification and characterization of edited events can be challenging in plants with complex genomes, such as wheat., Results: In this study, we used the CRISPR/Cas9 system and developed a protocol that yielded high number of large deletions employing a pair of co-expressed sgRNA to target the same gene. The protocol was validated by targeting three genes, TaABCC6 , TaNFXL1 and TansLTP9.4 in a wheat protoplast assay. Deletions of sequences located between the two sgRNA in each gene were the most frequent editing events observed for two of the three genes. A comparative assessment of editing frequencies between a codon-optimized Cas9 for expression in algae, crCas9, and a plant codon-optimized Cas9, pcoCas9, showed more consistent results with the vector expressing pcoCas9. Editing of TaNFXL1 by co-expression of sgRNA pair was investigated in transgenic wheat plants. Given the ploidy of bread wheat, a rapid, robust and inexpensive genotyping protocol was also adapted for hexaploid genomes and shown to be a useful tool to identify homoeolog-specific editing events in wheat., Conclusions: Co-expressed pairs of sgRNA targeting single genes in conjunction with the CRISPR/Cas9 system produced large deletions in wheat. In addition, a genotyping protocol to identify editing events in homoeologs of TaNFXL1 was successfully adapted., Competing Interests: Competing interestsThe authors declare that they have no competing interests., (© The Author(s) 2019.)
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- 2019
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138. A role for TOR signaling at every stage of plant life.
- Author
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Quilichini TD, Gao P, Pandey PK, Xiang D, Ren M, and Datla R
- Subjects
- Aging genetics, Aging metabolism, Arabidopsis genetics, Arabidopsis growth & development, Arabidopsis metabolism, Genes, Plant, Meristem metabolism, Photosynthesis, Plants genetics, Plants metabolism, Longevity genetics, Longevity physiology, Plant Development physiology, Signal Transduction, TOR Serine-Threonine Kinases genetics, TOR Serine-Threonine Kinases metabolism
- Abstract
From scientific advances in medical research to the plethora of anti-aging products available, our obsession with slowing the aging process and increasing life span is indisputable. A large research effort has been levied towards this perpetual search for the fountain of youth, yet the molecular mechanisms governing an organism's life span and the causes of aging are only beginning to emerge in animals and remain largely unanswered in plants. As one central pathway in eukaryotes controlling cell growth, development, and metabolism, the target of rapamycin (TOR) plays an evolutionarily conserved role in aging and the determination of life span. The modulation of TOR pathway components in a wide range of species, including the model plant Arabidopsis thaliana, has effects on life span. However, the mechanisms enabling some of the longest living species to endure, including trees that can live for millennia, have not been defined. Here, we introduce key TOR research from plant systems and discuss its implications in the plant life cycle and the broader field of life span research. TOR pathway functions in plant life cycle progression and life span determination are discussed, noting key differences from yeast and animal systems and the importance of 'omics' research for the continued progression of TOR signaling research., (© The Author(s) 2019. Published by Oxford University Press on behalf of the Society for Experimental Biology. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
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- 2019
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139. Gene expression atlas of embryo development in Arabidopsis.
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Gao P, Xiang D, Quilichini TD, Venglat P, Pandey PK, Wang E, Gillmor CS, and Datla R
- Subjects
- Arabidopsis embryology, Gene Expression Profiling, Gene Expression Regulation, Developmental, Plant Development genetics, RNA, Plant, Sequence Analysis, RNA, Transcriptome, Arabidopsis genetics, Gene Expression Regulation, Plant, Seeds genetics
- Abstract
Embryogenesis represents a critical phase in the life cycle of flowering plants. Here, we characterize transcriptome landscapes associated with key stages of embryogenesis by combining an optimized method for the isolation of developing Arabidopsis embryos with high-throughput RNA-seq. The resulting RNA-seq datasets identify distinct overlapping patterns of gene expression, as well as temporal shifts in gene activity across embryogenesis. Network analysis revealed stage-specific and multi-stage gene expression clusters and biological functions associated with key stages of embryo development. Methylation-related gene expression was associated with early- and middle-stage embryos, initiation of photosynthesis components with the late embryogenesis stage, and storage/energy-related protein activation with late and mature embryos. These results provide a comprehensive understanding of transcriptome programming in Arabidopsis embryogenesis and identify modules of gene expression corresponding to key stages of embryo development. This dataset and analysis are a unique resource to advance functional genetic analysis of embryo development in plants.
- Published
- 2019
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140. Arabidopsis UBC13 differentially regulates two programmed cell death pathways in responses to pathogen and low-temperature stress.
- Author
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Wang L, Wen R, Wang J, Xiang D, Wang Q, Zang Y, Wang Z, Huang S, Li X, Datla R, Fobert PR, Wang H, Wei Y, and Xiao W
- Subjects
- Arabidopsis physiology, Arabidopsis Proteins genetics, Cold Temperature, Disease Resistance, F-Box Proteins genetics, F-Box Proteins metabolism, Gene Expression Regulation, Plant, Genes, Reporter, Phenotype, Salicylic Acid metabolism, Stress, Physiological, Ubiquitin-Conjugating Enzymes genetics, Ubiquitination, Apoptosis, Arabidopsis genetics, Arabidopsis Proteins metabolism, Plant Diseases immunology, Ubiquitin-Conjugating Enzymes metabolism
- Abstract
UBC13 is required for Lys63-linked polyubiquitination and innate immune responses in mammals, but its functions in plant immunity remain to be defined. Here we used genetic and pathological methods to evaluate roles of Arabidopsis UBC13 in response to pathogens and environmental stresses. Loss of UBC13 failed to activate the expression of numerous cold-responsive genes and resulted in hypersensitivity to low-temperature stress, indicating that UBC13 is involved in plant response to low-temperature stress. Furthermore, the ubc13 mutant displayed low-temperature-induced and salicylic acid-dependent lesion mimic phenotypes. Unlike typical lesion mimic mutants, ubc13 did not enhance disease resistance against virulent bacterial and fungal pathogens, but diminished hypersensitive response and compromised effector-triggered immunity against avirulent bacterial pathogens. UBC13 differently regulates two types of programmed cell death in response to low temperature and pathogen. The lesion mimic phenotype in the ubc13 mutant is partially dependent on SNC1. UBC13 interacts with an F-box protein CPR1 that regulates the homeostasis of SNC1. However, the SNC1 protein level was not altered in the ubc13 mutant, implying that UBC13 is not involved in CPR1-regulated SNC1 protein degradation. Taken together, our results revealed that UBC13 is a key regulator in plant response to low temperature and pathogens., (© 2018 The Authors. New Phytologist © 2018 New Phytologist Trust.)
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- 2019
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141. A Robust Auxin Response Network Controls Embryo and Suspensor Development through a Basic Helix Loop Helix Transcriptional Module.
- Author
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Radoeva T, Lokerse AS, Llavata-Peris CI, Wendrich JR, Xiang D, Liao CY, Vlaar L, Boekschoten M, Hooiveld G, Datla R, and Weijers D
- Subjects
- Arabidopsis Proteins genetics, Gene Expression Regulation, Plant genetics, Gene Expression Regulation, Plant physiology, Plants, Genetically Modified genetics, Seeds genetics, Signal Transduction genetics, Signal Transduction physiology, Arabidopsis Proteins metabolism, Indoleacetic Acids metabolism, Plants, Genetically Modified metabolism, Seeds metabolism
- Abstract
Land plants reproduce sexually by developing an embryo from a fertilized egg cell. However, embryos can also be formed from other cell types in many plant species. Thus, a key question is how embryo identity in plants is controlled, and how this process is modified during nonzygotic embryogenesis. The Arabidopsis ( Arabidopsis thaliana ) zygote divides to produce an embryonic lineage and an extra-embryonic suspensor. Yet, normally quiescent suspensor cells can develop a second embryo when the initial embryo is damaged, or when response to the signaling molecule auxin is locally blocked. Here we used auxin-dependent suspensor embryogenesis as a model to determine transcriptome changes during embryonic reprogramming. We found that reprogramming is complex and accompanied by large transcriptomic changes before anatomical changes. This analysis revealed a strong enrichment for genes encoding components of auxin homeostasis and response among misregulated genes. Strikingly, deregulation among multiple auxin-related gene families converged upon the re-establishment of cellular auxin levels or response. This finding points to a remarkable degree of feedback regulation to create resilience in the auxin response during embryo development. Starting from the transcriptome of auxin-deregulated embryos, we identified an auxin-dependent basic Helix Loop Helix transcription factor network that mediates the activity of this hormone in suppressing embryo development from the suspensor., (© 2018 American Society of Plant Biologists. All rights reserved.)
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- 2019
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142. The transcriptional landscape of polyploid wheat.
- Author
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Ramírez-González RH, Borrill P, Lang D, Harrington SA, Brinton J, Venturini L, Davey M, Jacobs J, van Ex F, Pasha A, Khedikar Y, Robinson SJ, Cory AT, Florio T, Concia L, Juery C, Schoonbeek H, Steuernagel B, Xiang D, Ridout CJ, Chalhoub B, Mayer KFX, Benhamed M, Latrasse D, Bendahmane A, Wulff BBH, Appels R, Tiwari V, Datla R, Choulet F, Pozniak CJ, Provart NJ, Sharpe AG, Paux E, Spannagl M, Bräutigam A, and Uauy C
- Subjects
- Bread, Gene Expression Profiling, Gene Expression Regulation, Developmental, Genome, Plant, RNA, Plant genetics, Sequence Analysis, RNA, Triticum growth & development, Gene Expression Regulation, Plant, Polyploidy, Transcription, Genetic, Triticum genetics
- Abstract
The coordinated expression of highly related homoeologous genes in polyploid species underlies the phenotypes of many of the world's major crops. Here we combine extensive gene expression datasets to produce a comprehensive, genome-wide analysis of homoeolog expression patterns in hexaploid bread wheat. Bias in homoeolog expression varies between tissues, with ~30% of wheat homoeologs showing nonbalanced expression. We found expression asymmetries along wheat chromosomes, with homoeologs showing the largest inter-tissue, inter-cultivar, and coding sequence variation, most often located in high-recombination distal ends of chromosomes. These transcriptionally dynamic genes potentially represent the first steps toward neo- or subfunctionalization of wheat homoeologs. Coexpression networks reveal extensive coordination of homoeologs throughout development and, alongside a detailed expression atlas, provide a framework to target candidate genes underpinning agronomic traits in wheat., (Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)
- Published
- 2018
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143. Arabidopsis ICK/KRP cyclin-dependent kinase inhibitors function to ensure the formation of one megaspore mother cell and one functional megaspore per ovule.
- Author
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Cao L, Wang S, Venglat P, Zhao L, Cheng Y, Ye S, Qin Y, Datla R, Zhou Y, and Wang H
- Subjects
- Arabidopsis cytology, Arabidopsis Proteins metabolism, Bacterial Proteins genetics, Carrier Proteins genetics, Carrier Proteins metabolism, Cell Cycle Proteins metabolism, DNA-Binding Proteins metabolism, Gene Expression Regulation, Plant, Luminescent Proteins genetics, Mutation, Ovule physiology, Plant Cells physiology, Plants, Genetically Modified, Rec A Recombinases metabolism, Seeds genetics, Seeds growth & development, Arabidopsis physiology, Arabidopsis Proteins genetics, Ovule cytology
- Abstract
In most plants, the female germline starts with the differentiation of one megaspore mother cell (MMC) in each ovule that produces four megaspores through meiosis, one of which survives to become the functional megaspore (FM). The FM further develops into an embryo sac. Little is known regarding the control of MMC formation to one per ovule and the selective survival of the FM. The ICK/KRPs (interactor/inhibitor of cyclin-dependent kinase (CDK)/Kip-related proteins) are plant CDK inhibitors and cell cycle regulators. Here we report that in the ovules of Arabidopsis mutant with all seven ICK/KRP genes inactivated, supernumerary MMCs, FMs and embryo sacs were formed and the two embryo sacs could be fertilized to form two embryos with separate endosperm compartments. Twin seedlings were observed in about 2% seeds. Further, in the mutant ovules the number and position of surviving megaspores from one MMC were variable, indicating that the positional signal for determining the survival of megaspore was affected. Strikingly, ICK4 fusion protein with yellow fluorescence protein was strongly present in the degenerative megaspores but absent in the FM, suggesting an important role of ICKs in the degeneration of non-functional megaspores. The absence of or much weaker phenotypes in lower orders of mutants and complementation of the septuple mutant by ICK4 or ICK7 indicate that multiple ICK/KRPs function redundantly in restricting the formation of more than one MMC and in the selective survival of FM, which are critical to ensure the development of one embryo sac and one embryo per ovule.
- Published
- 2018
- Full Text
- View/download PDF
144. Heat and Drought Stresses in Crops and Approaches for Their Mitigation.
- Author
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Lamaoui M, Jemo M, Datla R, and Bekkaoui F
- Abstract
Drought and heat are major abiotic stresses that reduce crop productivity and weaken global food security, especially given the current and growing impacts of climate change and increases in the occurrence and severity of both stress factors. Plants have developed dynamic responses at the morphological, physiological and biochemical levels allowing them to escape and/or adapt to unfavorable environmental conditions. Nevertheless, even the mildest heat and drought stress negatively affects crop yield. Further, several independent studies have shown that increased temperature and drought can reduce crop yields by as much as 50%. Response to stress is complex and involves several factors including signaling, transcription factors, hormones, and secondary metabolites. The reproductive phase of development, leading to the grain production is shown to be more sensitive to heat stress in several crops. Advances coming from biotechnology including progress in genomics and information technology may mitigate the detrimental effects of heat and drought through the use of agronomic management practices and the development of crop varieties with increased productivity under stress. This review presents recent progress in key areas relevant to plant drought and heat tolerance. Furthermore, an overview and implications of physiological, biochemical and genetic aspects in the context of heat and drought are presented. Potential strategies to improve crop productivity are discussed.
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- 2018
- Full Text
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145. A Protocol for Epigenetic Imprinting Analysis with RNA-Seq Data.
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Zou J, Xiang D, Datla R, and Wang E
- Subjects
- Computational Biology methods, Gene Expression Profiling, Humans, Seeds genetics, Arabidopsis genetics, Epigenomics, Gene Expression Regulation, Plant, Genome, Plant, Genomic Imprinting, High-Throughput Nucleotide Sequencing methods
- Abstract
Genomic imprinting is an epigenetic regulatory mechanism that operates through expression of certain genes from maternal or paternal in a parent-of-origin-specific manner. Imprinted genes have been identified in diverse biological systems that are implicated in some human diseases and in embryonic and seed developmental programs in plants. The molecular underpinning programs and mechanisms involved in imprinting are yet to be explored in depth in plants. The recent advances in RNA-Seq-based methods and technologies offer an opportunity to systematically analyze epigenetic imprinting that operates at the whole genome level in the model and crop plants. We are interested using Arabidopsis model system, to investigate gene expression patterns associated with parent of origin and their implications to imprinting during embryo and seed development. Toward this, we have generated early embryo development RNA-Seq-based transcriptome datasets in F1s from a genetic cross between two diverse Arabidopsis thaliana ecotypes Col-0 and Tsu-1. With the data, we developed a protocol for evaluating the maternal and paternal contributions of genes during the early stages of embryo development after fertilization. This protocol is also designed to consider the contamination from other potential seed tissues, sequencing quality, proper processing of sequenced reads and variant calling, and appropriate inference of the parental contributions based on the parent-of-origin-specific single-nucleotide polymorphisms within the expressed genes. The approach, methods and the protocol developed in this study can be used for evaluating the effects of epigenetic imprinting in plants.
- Published
- 2018
- Full Text
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146. Melatonin Attenuates Potato Late Blight by Disrupting Cell Growth, Stress Tolerance, Fungicide Susceptibility and Homeostasis of Gene Expression in Phytophthora infestans .
- Author
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Zhang S, Zheng X, Reiter RJ, Feng S, Wang Y, Liu S, Jin L, Li Z, Datla R, and Ren M
- Abstract
Phytophthora infestans ( P. infestans ) is the causal agent of potato late blight, which caused the devastating Irish Potato Famine during 1845-1852. Until now, potato late blight is still the most serious threat to potato growth and has caused significant economic losses worldwide. Melatonin can induce plant innate immunity against pathogen infection, but the direct effects of melatonin on plant pathogens are poorly understood. In this study, we investigated the direct effects of melatonin on P. infestans . Exogenous melatonin significantly attenuated the potato late blight by inhibiting mycelial growth, changing cell ultrastructure, and reducing stress tolerance of P. infestans . Notably, synergistic anti-fungal effects of melatonin with fungicides on P. infestans suggest that melatonin could reduce the dose levels and enhance the efficacy of fungicide against potato late blight. A transcriptome analysis was carried out to mine downstream genes whose expression levels were affected by melatonin. The analysis of the transcriptome suggests that 66 differentially expressed genes involved in amino acid metabolic processes were significantly affected by melatonin. Moreover, the differentially expressed genes associated with stress tolerance, fungicide resistance, and virulence were also affected. These findings contribute to a new understanding of the direct functions of the melatonin on P. infestans and provide a potential ecofriendly biocontrol approach using a melatonin-based paradigm and application to prevent potato late blight.
- Published
- 2017
- Full Text
- View/download PDF
147. Arabidopsis thaliana miRNAs promote embryo pattern formation beginning in the zygote.
- Author
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Armenta-Medina A, Lepe-Soltero D, Xiang D, Datla R, Abreu-Goodger C, and Gillmor CS
- Subjects
- Arabidopsis cytology, Cell Division, Gene Expression Regulation, Developmental, Gene Expression Regulation, Plant, MicroRNAs genetics, Morphogenesis genetics, Phenotype, RNA, Messenger genetics, RNA, Messenger metabolism, Up-Regulation genetics, Arabidopsis embryology, Arabidopsis genetics, Body Patterning genetics, MicroRNAs metabolism, Seeds embryology, Seeds genetics, Zygote metabolism
- Abstract
miRNAs are essential regulators of cell identity, yet their role in early embryo development in plants remains largely unexplored. To determine the earliest stage at which miRNAs act to promote pattern formation in embryogenesis, we examined a series of mutant alleles in the Arabidopsis thaliana miRNA biogenesis enzymes DICER-LIKE 1 (DCL1), SERRATE (SE), and HYPONASTIC LEAVES 1 (HYL1). Cellular and patterning defects were observed in dcl1, se and hyl1 embryos from the zygote through the globular stage of embryogenesis. To identify miRNAs that are expressed in early embryogenesis, we sequenced mRNAs from globular stage Columbia wild type (wt) and se-1 embryos, and identified transcripts potentially corresponding to 100 miRNA precursors. Considering genome location and transcript increase between wt and se-1, 39 of these MIRNAs are predicted to be bona fide early embryo miRNAs. Among these are conserved miRNAs such as miR156, miR159, miR160, miR161, miR164, miR165, miR166, miR167, miR168, miR171, miR319, miR390 and miR394, as well as miRNAs whose function has never been characterized. Our analysis demonstrates that miRNAs promote pattern formation beginning in the zygote, and provides a comprehensive dataset for functional studies of individual miRNAs in Arabidopsis embryogenesis., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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148. Annotating and quantifying pri-miRNA transcripts using RNA-Seq data of wild type and serrate-1 globular stage embryos of Arabidopsis thaliana .
- Author
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Lepe-Soltero D, Armenta-Medina A, Xiang D, Datla R, Gillmor CS, and Abreu-Goodger C
- Abstract
The genome annotation for the model plant Arabidopsis thaliana does not include the primary transcripts from which MIRNAs are processed. Here we present and analyze the raw mRNA sequencing data from wild type and serrate-1 globular stage embryos of A. thaliana , ecotype Columbia. Because SERRATE is required for pri-miRNA processing, these precursors accumulate in serrate-1 mutants, facilitating their detection using standard RNA-Seq protocols. We first use the mapping of the RNA-Seq reads to the reference genome to annotate the potential primary transcripts of MIRNAs expressed in the embryo. We then quantify these pri-miRNAs in wild type and serrate-1 mutants. Finally, we use differential expression analysis to determine which are up-regulated in serrate-1 compared to wild type, to select the best candidates for bona fide pri-miRNAs expressed in the globular stage embryos. In addition, we analyze a previously published RNA-Seq dataset of wild type and dicer-like 1 mutant embryos at the globular stage [1]. Our data are interpreted and discussed in a separate article [2].
- Published
- 2017
- Full Text
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149. Expression profiling of development related genes in rice plants ectopically expressing AtTOR.
- Author
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Bakshi A, Moin M, Datla R, and Kirti PB
- Subjects
- Gene Expression Regulation, Plant genetics, Gene Expression Regulation, Plant physiology, Meristem genetics, Meristem metabolism, Oryza genetics, Plant Proteins genetics, Plant Shoots genetics, Plant Shoots metabolism, Transcription Factors genetics, Transcription Factors metabolism, Oryza metabolism, Plant Proteins metabolism
- Abstract
Expression analysis of genes associated with development at different growth stages such as shoot apical meristem (SAM), root apical meristem (RAM), shoot and root tissues 10 DAG, flowers and grains of 2 high expression transgenic lines of rice ectopically expressing AtTOR revealed the involvement of AtTOR in transcriptional regulation of these genes. We have observed that in the SAM of these 2 selected lines, TR-2.24 and TR-15.1, OsFON1 and OsFON4 (orthologs of AtCLV1 and AtCLV3, respectively), OsKNOX2, OsKNOX3 and OsWOX3 became upregulated. The upregulation of OsFON1 and OsFON4 is likely to be involved in the maintenance of effective meristem size of the inflorescence and phyllotaxis. The grains and spikes of transgenic plants exhibited enhanced transcript levels of OsMADS1, OsMADS6, and OsMADS29 further implicating the role of TOR in modulating the expression of the genes in rice grain formation and development. Moreover, the upregulation of auxin transporter, PIN1c in RAM and roots derived from seedlings 10 DAG showed the involvement of TOR in root development. The seeds of 2 high expression lines also showed increased expression of OSE2 and GAMYB transcription factors involved in seed development. In summary, the present study, by heterologous expression of AtTOR in rice, demonstrated the involvement of TOR in regulating genes involved in various growth and developmental stages of rice plant and also in photosynthesis, productivity related functions and water-use efficiency.
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- 2017
- Full Text
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150. Corrigendum: Ectopic expression of Arabidopsis Target of Rapamycin (AtTOR) improves water-use efficiency and yield potential in rice.
- Author
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Bakshi A, Moin M, Kumar MU, Reddy AB, Ren M, Datla R, Siddiq EA, and Kirti PB
- Published
- 2017
- Full Text
- View/download PDF
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