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Fu J, McKinley B, James B, Chrisler W, Markillie LM, Gaffrey MJ, Mitchell HD, Riaz MR, Marcial B, Orr G, Swaminathan K, Mullet J, Marshall-Colon A. Cell-type-specific transcriptomics uncovers spatial regulatory networks in bioenergy sorghum stems. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:1668-1688. [PMID: 38407828 DOI: 10.1111/tpj.16690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 12/17/2023] [Accepted: 02/07/2024] [Indexed: 02/27/2024]
Abstract
Bioenergy sorghum is a low-input, drought-resilient, deep-rooting annual crop that has high biomass yield potential enabling the sustainable production of biofuels, biopower, and bioproducts. Bioenergy sorghum's 4-5 m stems account for ~80% of the harvested biomass. Stems accumulate high levels of sucrose that could be used to synthesize bioethanol and useful biopolymers if information about cell-type gene expression and regulation in stems was available to enable engineering. To obtain this information, laser capture microdissection was used to isolate and collect transcriptome profiles from five major cell types that are present in stems of the sweet sorghum Wray. Transcriptome analysis identified genes with cell-type-specific and cell-preferred expression patterns that reflect the distinct metabolic, transport, and regulatory functions of each cell type. Analysis of cell-type-specific gene regulatory networks (GRNs) revealed that unique transcription factor families contribute to distinct regulatory landscapes, where regulation is organized through various modes and identifiable network motifs. Cell-specific transcriptome data was combined with known secondary cell wall (SCW) networks to identify the GRNs that differentially activate SCW formation in vascular sclerenchyma and epidermal cells. The spatial transcriptomic dataset provides a valuable source of information about the function of different sorghum cell types and GRNs that will enable the engineering of bioenergy sorghum stems, and an interactive web application developed during this project will allow easy access and exploration of the data (https://mc-lab.shinyapps.io/lcm-dataset/).
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Affiliation(s)
- Jie Fu
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
| | - Brian McKinley
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, 77843, USA
- DOE Great Lakes Bioenergy Resource Center, Madison, Wisconsin, 53726, USA
| | - Brandon James
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - William Chrisler
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | | | - Matthew J Gaffrey
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Hugh D Mitchell
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Muhammad Rizwan Riaz
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
| | - Brenda Marcial
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - Galya Orr
- Pacific Northwest National Laboratory, Richland, Washington, 99354, USA
| | - Kankshita Swaminathan
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, 35806, USA
| | - John Mullet
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, 77843, USA
- DOE Great Lakes Bioenergy Resource Center, Madison, Wisconsin, 53726, USA
| | - Amy Marshall-Colon
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, Illinois, 61801, USA
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Laureyns R, Joossens J, Herwegh D, Pevernagie J, Pavie B, Demuynck K, Debray K, Coussens G, Pauwels L, Van Hautegem T, Bontinck M, Strable J, Nelissen H. An in situ sequencing approach maps PLASTOCHRON1 at the boundary between indeterminate and determinate cells. PLANT PHYSIOLOGY 2022; 188:782-794. [PMID: 34791481 PMCID: PMC8825424 DOI: 10.1093/plphys/kiab533] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 10/28/2021] [Indexed: 05/03/2023]
Abstract
The plant shoot apex houses the shoot apical meristem, a highly organized and active stem-cell tissue where molecular signaling in discrete cells determines when and where leaves are initiated. We optimized a spatial transcriptomics approach, in situ sequencing (ISS), to colocalize the transcripts of 90 genes simultaneously on the same section of tissue from the maize (Zea mays) shoot apex. The RNA ISS technology reported expression profiles that were highly comparable with those obtained by in situ hybridizations (ISHs) and allowed the discrimination between tissue domains. Furthermore, the application of spatial transcriptomics to the shoot apex, which inherently comprised phytomers that are in gradual developmental stages, provided a spatiotemporal sequence of transcriptional events. We illustrate the power of the technology through PLASTOCHRON1 (PLA1), which was specifically expressed at the boundary between indeterminate and determinate cells and partially overlapped with ROUGH SHEATH1 and OUTER CELL LAYER4 transcripts. Also, in the inflorescence, PLA1 transcripts localized in cells subtending the lateral primordia or bordering the newly established meristematic region, suggesting a more general role of PLA1 in signaling between indeterminate and determinate cells during the formation of lateral organs. Spatial transcriptomics builds on RNA ISH, which assays relatively few transcripts at a time and provides a powerful complement to single-cell transcriptomics that inherently removes cells from their native spatial context. Further improvements in resolution and sensitivity will greatly advance research in plant developmental biology.
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Affiliation(s)
- Reinout Laureyns
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Jessica Joossens
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Denia Herwegh
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Julie Pevernagie
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Benjamin Pavie
- VIB Center for Brain & Disease Research, Leuven 3000, Belgium
- Department of Neurosciences, KU Leuven, Leuven Brain Institute, Leuven 3000, Belgium
- VIB Bio Imaging Core, Gent 9052, Belgium
| | - Kirin Demuynck
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Kevin Debray
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Griet Coussens
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Laurens Pauwels
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | - Tom Van Hautegem
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
| | | | - Josh Strable
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695, USA
| | - Hilde Nelissen
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
- Author for communication:
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Gao L, Yang G, Li Y, Sun Y, Xu R, Chen Y, Wang Z, Xing J, Zhang Y. A kelch-repeat superfamily gene, ZmNL4, controls leaf width in maize (Zea mays L.). THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 107:817-830. [PMID: 34009654 DOI: 10.1111/tpj.15348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 05/07/2021] [Accepted: 05/13/2021] [Indexed: 06/12/2023]
Abstract
Leaf width (LW) is an important component of plant architecture that extensively affects both light capture during photosynthesis and grain yield, particularly under dense planting conditions. However, the genetic and molecular mechanisms regulating LW remain largely elusive in maize (Zea mays L.). In this study, qLW4a, a major quantitative trait locus controlling LW, was identified in a population constructed with maize inbred lines PH6WC, with wide leaves, and Lin387, with narrow leaves. Map-based cloning revealed that ZmNL4, a kelch-repeat superfamily gene, emerged to be the candidate for qLW4a, and a single-base deletion in the conserved SMC_prok_B domain of ZmNL4 in Lin387 caused a frame shift, leading to premature termination. Consistently, the knockout of ZmNL4 by CRISPR/Cas9 editing significantly reduced the LW, which was attributed to a reduction in the cell number instead of cell size, indicating a role of ZmNL4 in regulating cell division. Transcriptomic comparison of ZmNL4 knockout lines with the wild type B73-329 revealed that ZmNL4 might participate in cell wall biogenesis, asymmetric cell division, metabolic processes, transmembrane transport and response to external stimulus, etc. These results provide insights into the genetic and molecular mechanisms of ZmNL4 in controlling LW and could potentially contribute to optimizing plant architecture for maize breeding.
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Affiliation(s)
- Lulu Gao
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Guanghui Yang
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yufeng Li
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Ying Sun
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Ruibin Xu
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yongming Chen
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Zihao Wang
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Jiewen Xing
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yirong Zhang
- State Key Laboratory for Agrobiotechnology and Key Laboratory of Crop Heterosis and Utilization (MOE) and Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
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Miya M, Yoshikawa T, Sato Y, Itoh JI. Genome-wide analysis of spatiotemporal expression patterns during rice leaf development. BMC Genomics 2021; 22:169. [PMID: 33750294 PMCID: PMC7941727 DOI: 10.1186/s12864-021-07494-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 02/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rice leaves consist of three distinct regions along a proximal-distal axis, namely the leaf blade, sheath, and blade-sheath boundary region. Each region has a unique morphology and function, but the genetic programs underlying the development of each region are poorly understood. To fully elucidate rice leaf development and discover genes with unique functions in rice and grasses, it is crucial to explore genome-wide transcriptional profiles during the development of the three regions. RESULTS In this study, we performed microarray analysis to profile the spatial and temporal patterns of gene expression in the rice leaf using dissected parts of leaves sampled in broad developmental stages. The dynamics in each region revealed that the transcriptomes changed dramatically throughout the progress of tissue differentiation, and those of the leaf blade and sheath differed greatly at the mature stage. Cluster analysis of expression patterns among leaf parts revealed groups of genes that may be involved in specific biological processes related to rice leaf development. Moreover, we found novel genes potentially involved in rice leaf development using a combination of transcriptome data and in situ hybridization, and analyzed their spatial expression patterns at high resolution. We successfully identified multiple genes that exhibit localized expression in tissues characteristic of rice or grass leaves. CONCLUSIONS Although the genetic mechanisms of leaf development have been elucidated in several eudicots, direct application of that information to rice and grasses is not appropriate due to the morphological and developmental differences between them. Our analysis provides not only insights into the development of rice leaves but also expression profiles that serve as a valuable resource for gene discovery. The genes and gene clusters identified in this study may facilitate future research on the unique developmental mechanisms of rice leaves.
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Affiliation(s)
- Masayuki Miya
- Graduate School of Agricultural and Life Sciences, University of Tokyo, Tokyo, 113-8657, Japan
| | - Takanori Yoshikawa
- Graduate School of Agriculture, Kyoto University, Kyoto, 606-8502, Japan
| | - Yutaka Sato
- Institute of Crop Science, National Agriculture and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
| | - Jun-Ichi Itoh
- Graduate School of Agricultural and Life Sciences, University of Tokyo, Tokyo, 113-8657, Japan.
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5
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Strable J. Developmental genetics of maize vegetative shoot architecture. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2021; 41:19. [PMID: 37309417 PMCID: PMC10236122 DOI: 10.1007/s11032-021-01208-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 01/25/2021] [Indexed: 06/13/2023]
Abstract
More than 1.1 billion tonnes of maize grain were harvested across 197 million hectares in 2019 (FAOSTAT 2020). The vast global productivity of maize is largely driven by denser planting practices, higher yield potential per area of land, and increased yield potential per plant. Shoot architecture, the three-dimensional structural arrangement of the above-ground plant body, is critical to maize grain yield and biomass. Structure of the shoot is integral to all aspects of modern agronomic practices. Here, the developmental genetics of the maize vegetative shoot is reviewed. Plant architecture is ultimately determined by meristem activity, developmental patterning, and growth. The following topics are discussed: shoot apical meristem, leaf architecture, axillary meristem and shoot branching, and intercalary meristem and stem activity. Where possible, classical and current studies in maize developmental genetics, as well as recent advances leveraged by "-omics" analyses, are highlighted within these sections. Supplementary Information The online version contains supplementary material available at 10.1007/s11032-021-01208-1.
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Affiliation(s)
- Josh Strable
- Plant Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853 USA
- Present Address: Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695 USA
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Wegary D, Teklewold A, Prasanna BM, Ertiro BT, Alachiotis N, Negera D, Awas G, Abakemal D, Ogugo V, Gowda M, Semagn K. Molecular diversity and selective sweeps in maize inbred lines adapted to African highlands. Sci Rep 2019; 9:13490. [PMID: 31530852 PMCID: PMC6748982 DOI: 10.1038/s41598-019-49861-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 08/28/2019] [Indexed: 11/08/2022] Open
Abstract
Little is known on maize germplasm adapted to the African highland agro-ecologies. In this study, we analyzed high-density genotyping by sequencing (GBS) data of 298 African highland adapted maize inbred lines to (i) assess the extent of genetic purity, genetic relatedness, and population structure, and (ii) identify genomic regions that have undergone selection (selective sweeps) in response to adaptation to highland environments. Nearly 91% of the pairs of inbred lines differed by 30-36% of the scored alleles, but only 32% of the pairs of the inbred lines had relative kinship coefficient <0.050, which suggests the presence of substantial redundancy in allelic composition that may be due to repeated use of fewer genetic backgrounds (source germplasm) during line development. Results from different genetic relatedness and population structure analyses revealed three different groups, which generally agrees with pedigree information and breeding history, but less so by heterotic groups and endosperm modification. We identified 944 single nucleotide polymorphic (SNP) markers that fell within 22 selective sweeps that harbored 265 protein-coding candidate genes of which some of the candidate genes had known functions. Details of the candidate genes with known functions and differences in nucleotide diversity among groups predicted based on multivariate methods have been discussed.
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Affiliation(s)
- Dagne Wegary
- International Maize and Wheat Improvement Center (CIMMYT) - Ethiopia Office, ILRI Campus, CMC Road, Gurd Sholla, P.O. Box 5689, Addis Ababa, Ethiopia
| | - Adefris Teklewold
- International Maize and Wheat Improvement Center (CIMMYT) - Ethiopia Office, ILRI Campus, CMC Road, Gurd Sholla, P.O. Box 5689, Addis Ababa, Ethiopia.
| | - Boddupalli M Prasanna
- International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, P.O. Box 1041-00621, Nairobi, Kenya
| | - Berhanu T Ertiro
- Bako National Maize Research Center, Ethiopian Institute of Agricultural Research (EIAR), Addis Ababa, Ethiopia
| | - Nikolaos Alachiotis
- Institute of Computer Science, Foundation for Research and Technology-Hellas, Nikolaou Plastira 100, 70013, Heraklion, Crete, Greece
| | - Demewez Negera
- International Maize and Wheat Improvement Center (CIMMYT) - Ethiopia Office, ILRI Campus, CMC Road, Gurd Sholla, P.O. Box 5689, Addis Ababa, Ethiopia
| | - Geremew Awas
- International Maize and Wheat Improvement Center (CIMMYT) - Ethiopia Office, ILRI Campus, CMC Road, Gurd Sholla, P.O. Box 5689, Addis Ababa, Ethiopia
| | - Demissew Abakemal
- Ambo Agricultural Research Center, P.O. Box 37, West Shoa, Ambo, Ethiopia
| | - Veronica Ogugo
- International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, P.O. Box 1041-00621, Nairobi, Kenya
| | - Manje Gowda
- International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, P.O. Box 1041-00621, Nairobi, Kenya
| | - Kassa Semagn
- International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, P.O. Box 1041-00621, Nairobi, Kenya.
- Africa Rice Center (AfricaRice), M'bé Research Station, 01 B.P. 2551, Bouaké 01, Côte d'Ivoire.
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7
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Matthes MS, Best NB, Robil JM, Malcomber S, Gallavotti A, McSteen P. Auxin EvoDevo: Conservation and Diversification of Genes Regulating Auxin Biosynthesis, Transport, and Signaling. MOLECULAR PLANT 2019; 12:298-320. [PMID: 30590136 DOI: 10.1016/j.molp.2018.12.012] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 12/02/2018] [Accepted: 12/16/2018] [Indexed: 05/08/2023]
Abstract
The phytohormone auxin has been shown to be of pivotal importance in growth and development of land plants. The underlying molecular players involved in auxin biosynthesis, transport, and signaling are quite well understood in Arabidopsis. However, functional characterizations of auxin-related genes in economically important crops, specifically maize and rice, are still limited. In this article, we comprehensively review recent functional studies on auxin-related genes in both maize and rice, compared with what is known in Arabidopsis, and highlight conservation and diversification of their functions. Our analysis is illustrated by phylogenetic analysis and publicly available gene expression data for each gene family, which will aid in the identification of auxin-related genes for future research. Current challenges and future directions for auxin research in maize and rice are discussed. Developments in gene editing techniques provide powerful tools for overcoming the issue of redundancy in these gene families and will undoubtedly advance auxin research in crops.
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Affiliation(s)
- Michaela Sylvia Matthes
- Division of Biological Sciences, Interdisciplinary Plant Group and Missouri Maize Center, University of Missouri-Columbia, 301 Christopher Bond Life Sciences Center, Columbia, MO 65211, USA
| | - Norman Bradley Best
- Division of Biological Sciences, Interdisciplinary Plant Group and Missouri Maize Center, University of Missouri-Columbia, 301 Christopher Bond Life Sciences Center, Columbia, MO 65211, USA
| | - Janlo M Robil
- Division of Biological Sciences, Interdisciplinary Plant Group and Missouri Maize Center, University of Missouri-Columbia, 301 Christopher Bond Life Sciences Center, Columbia, MO 65211, USA
| | - Simon Malcomber
- Department of Biological Sciences, California State University, Long Beach, CA 90840, USA
| | - Andrea Gallavotti
- Waksman Institute of Microbiology, Rutgers University, Piscataway, NJ 08854-8020, USA; Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901, USA
| | - Paula McSteen
- Division of Biological Sciences, Interdisciplinary Plant Group and Missouri Maize Center, University of Missouri-Columbia, 301 Christopher Bond Life Sciences Center, Columbia, MO 65211, USA.
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8
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Transcriptome analysis highlights nuclear control of chloroplast development in the shoot apex. Sci Rep 2018; 8:8881. [PMID: 29892011 PMCID: PMC5995843 DOI: 10.1038/s41598-018-27305-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 05/31/2018] [Indexed: 01/28/2023] Open
Abstract
In dicots, the key developmental process by which immature plastids differentiate into photosynthetically competent chloroplasts commences in the shoot apical meristem (SAM), within the shoot apex. Using laser-capture microdissection and single-cell RNA sequencing methodology, we studied the changes in the transcriptome along the chloroplast developmental pathway in the shoot apex of tomato seedlings. The analysis revealed the presence of transcripts for different chloroplast functions already in the stem cell-containing region of the SAM. Thereafter, an en masse up-regulation of genes encoding for various proteins occurs, including chloroplast ribosomal proteins and proteins involved in photosynthesis, photoprotection and detoxification of reactive oxygen species. The results highlight transcriptional events that operate during chloroplast biogenesis, leading to the rapid establishment of photosynthetic competence.
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Wang B, Zhu Y, Zhu J, Liu Z, Liu H, Dong X, Guo J, Li W, Chen J, Gao C, Zheng X, E L, Lai J, Zhao H, Song W. Identification and Fine-Mapping of a Major Maize Leaf Width QTL in a Re-sequenced Large Recombinant Inbred Lines Population. FRONTIERS IN PLANT SCIENCE 2018; 9:101. [PMID: 29487604 PMCID: PMC5816676 DOI: 10.3389/fpls.2018.00101] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 01/18/2018] [Indexed: 05/11/2023]
Abstract
Leaf width (LW) influences canopy architecture of population-cultured maize and can thus contribute to density breeding. In previous studies, almost all maize LW-related mutants have extreme effect on leaf development or accompanied unfavorable phenotypes. In addition, the identification of quantitative trait loci (QTLs) has been resolution-limited, with cloning and fine-mapping rarely performed. Here, we constructed a bin map for 670 recombinant inbred lines (RILs) using ∼1.2 billion 100-bp re-sequencing reads. QTL analysis of the LW trait directly narrowed the major effect QTL, qLW4, to a ∼270-kb interval. A fine-mapping population and near-isogenic lines (NILs) were quickly constructed using a key RIL harboring heterozygous genotypes across the qLW4 region. A recombinant-derived progeny testing strategy was subsequently used to further fine-map qLW4 to a 55-kb interval. Examination of NILs revealed that qLW4 has a completely dominant effect on LW, with no additional effect on leaf length. Candidate gene analysis suggested that this locus may be a novel LW controlling allele in maize. Our findings demonstrate the advantage of large-population high-density bin mapping, and suggest a strategy for efficiently fine-mapping or even cloning of QTLs. These results should also be helpful for further dissection of the genetic mechanism of LW variation, and benefit maize density breeding.
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10
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Strable J, Wallace JG, Unger-Wallace E, Briggs S, Bradbury PJ, Buckler ES, Vollbrecht E. Maize YABBY Genes drooping leaf1 and drooping leaf2 Regulate Plant Architecture. THE PLANT CELL 2017; 29:1622-1641. [PMID: 28698237 PMCID: PMC5559738 DOI: 10.1105/tpc.16.00477] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 06/12/2017] [Accepted: 07/07/2017] [Indexed: 05/19/2023]
Abstract
Leaf architecture directly influences canopy structure, consequentially affecting yield. We discovered a maize (Zea mays) mutant with aberrant leaf architecture, which we named drooping leaf1 (drl1). Pleiotropic mutations in drl1 affect leaf length and width, leaf angle, and internode length and diameter. These phenotypes are enhanced by natural variation at the drl2 enhancer locus, including reduced expression of the drl2-Mo17 allele in the Mo17 inbred. A second drl2 allele, produced by transposon mutagenesis, interacted synergistically with drl1 mutants and reduced drl2 transcript levels. The drl genes are required for proper leaf patterning, development and cell proliferation of leaf support tissues, and for restricting auricle expansion at the midrib. The paralogous loci encode maize CRABS CLAW co-orthologs in the YABBY family of transcriptional regulators. The drl genes are coexpressed in incipient and emergent leaf primordia at the shoot apex, but not in the vegetative meristem or stem. Genome-wide association studies using maize NAM-RIL (nested association mapping-recombinant inbred line) populations indicated that the drl loci reside within quantitative trait locus regions for leaf angle, leaf width, and internode length and identified rare single nucleotide polymorphisms with large phenotypic effects for the latter two traits. This study demonstrates that drl genes control the development of key agronomic traits in maize.
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Affiliation(s)
- Josh Strable
- Department of Genetics, Development and Cell Biology, Iowa State University, Ames, Iowa 50011
- Interdepartmental Plant Biology, Iowa State University, Ames, Iowa 50011
| | - Jason G Wallace
- Department of Crop and Soil Sciences, The University of Georgia, Athens, Georgia 30602
| | - Erica Unger-Wallace
- Department of Genetics, Development and Cell Biology, Iowa State University, Ames, Iowa 50011
| | - Sarah Briggs
- Department of Genetics, Development and Cell Biology, Iowa State University, Ames, Iowa 50011
| | - Peter J Bradbury
- U.S. Department of Agriculture-Agriculture Research Service, Ithaca, New York 14853
| | - Edward S Buckler
- U.S. Department of Agriculture-Agriculture Research Service, Ithaca, New York 14853
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York 14853
| | - Erik Vollbrecht
- Department of Genetics, Development and Cell Biology, Iowa State University, Ames, Iowa 50011
- Interdepartmental Plant Biology, Iowa State University, Ames, Iowa 50011
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11
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Zhang Z, Tucker E, Hermann M, Laux T. A Molecular Framework for the Embryonic Initiation of Shoot Meristem Stem Cells. Dev Cell 2017; 40:264-277.e4. [PMID: 28171749 DOI: 10.1016/j.devcel.2017.01.002] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 11/29/2016] [Accepted: 01/05/2017] [Indexed: 11/17/2022]
Abstract
The establishment of pluripotent stem cells is a key event during plant and animal embryogenesis, but the underlying mechanisms remain enigmatic. We show that in the flowering plant Arabidopsis thaliana, expression of the shoot meristem stem cell marker CLV3 becomes detectable in transition stage embryos. Surprisingly, the key regulator of stem cell homeostasis WUSCHEL (WUS) is expressed but dispensable for stem cell initiation. Rather, the WUS paralog WOX2, a regulator of embryo patterning initiated in the zygote, functions in this process by shielding stem cell progenitors from differentiation. WOX2 upregulates HD-ZIP III transcription factors required for shoot identity and balances cytokinin versus auxin hormone pathways, revealing that classical plantlet regeneration procedures recapitulate the natural induction mechanism. Our findings link transcriptional regulation of early embryo patterning to hormonal control of stem cell initiation and suggest that similar strategies have evolved in plant and animal stem cell formation.
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Affiliation(s)
- Zhongjuan Zhang
- BIOSS Centre for Biological Signalling Studies, Faculty of Biology, University of Freiburg, Schänzlestrasse 1, 79104 Freiburg, Germany
| | - Elise Tucker
- BIOSS Centre for Biological Signalling Studies, Faculty of Biology, University of Freiburg, Schänzlestrasse 1, 79104 Freiburg, Germany
| | - Marita Hermann
- BIOSS Centre for Biological Signalling Studies, Faculty of Biology, University of Freiburg, Schänzlestrasse 1, 79104 Freiburg, Germany
| | - Thomas Laux
- BIOSS Centre for Biological Signalling Studies, Faculty of Biology, University of Freiburg, Schänzlestrasse 1, 79104 Freiburg, Germany.
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12
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Affiliation(s)
- Richard Sibout
- Institut Jean-Pierre Bourgin, UMR1318 INRA-AgroParisTech, CNRS, Université Paris-Saclay, 78026 Versailles, France
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13
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Laser microdissection of tomato fruit cell and tissue types for transcriptome profiling. Nat Protoc 2016; 11:2376-2388. [PMID: 27809311 DOI: 10.1038/nprot.2016.146] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
This protocol enables transcriptome profiling of specific cell or tissue types that are isolated from tomato using laser microdissection (LM). To prepare tissue for LM, fruit samples are first fixed in optimal cutting temperature (OCT) medium and frozen in molds. The tissue is then sectioned using a cryostat before being dissected using an LM instrument. The RNAs contained in the harvested cells are purified and subjected to two rounds of amplification to yield sufficient quantities of RNA to generate cDNA libraries. Unlike several other techniques that are used to isolate specific cell types, LM has the advantage of being readily applied to any plant species without having to generate transgenic plants. Using the protocols described here, LM-mediated cell-type transcriptomic analysis of two samples requires ∼8 d from tissue harvest to RNA sequencing (RNA-seq), whereas each additional sample, up to a total of 12 samples, requires ∼1 additional day for the LM step. RNA obtained using this method has been successfully used for deep-coverage transcriptome profiling, which is a particularly effective strategy for identifying genes that are differentially expressed between cell or tissue types.
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14
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Wallace JG, Zhang X, Beyene Y, Semagn K, Olsen M, Prasanna BM, Buckler ES. Genome‐wide Association for Plant Height and Flowering Time across 15 Tropical Maize Populations under Managed Drought Stress and Well‐Watered Conditions in Sub‐Saharan Africa. CROP SCIENCE 2016; 56:2365-2378. [PMID: 0 DOI: 10.2135/cropsci2015.10.0632] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Affiliation(s)
- Jason G. Wallace
- Dep. of Crop and Soil Sciences The Univ. of Georgia Athens GA 30602‐6810
- Inst. for Genomic Diversity Cornell Univ. Ithaca NY 14853
| | - Xuecai Zhang
- International Maize and Wheat Improvement Center (CIMMYT) Apdo. Postal 6‐641 06600 Mexico, DF Mexico
| | - Yoseph Beyene
- CIMMYT P.O. Box 1041, Village Market 00621 Nairobi Kenya
| | - Kassa Semagn
- Dep. of Agricultural, Food and Nutritional Science Univ. of Alberta Edmonton Canada
| | - Michael Olsen
- CIMMYT P.O. Box 1041, Village Market 00621 Nairobi Kenya
| | | | - Edward S. Buckler
- Inst. for Genomic Diversity Cornell Univ. Ithaca NY 14853
- USDA – Agricultural Research Service Ithaca NY 14853
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15
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Mandel T, Candela H, Landau U, Asis L, Zelinger E, Carles CC, Williams LE. Differential regulation of meristem size, morphology and organization by the ERECTA, CLAVATA and class III HD-ZIP pathways. Development 2016; 143:1612-22. [PMID: 26989178 PMCID: PMC4986164 DOI: 10.1242/dev.129973] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Accepted: 03/03/2016] [Indexed: 12/28/2022]
Abstract
The shoot apical meristem (SAM) of angiosperm plants is a small, highly organized structure that gives rise to all above-ground organs. The SAM is divided into three functional domains: the central zone (CZ) at the SAM tip harbors the self-renewing pluripotent stem cells and the organizing center, providing daughter cells that are continuously displaced into the interior rib zone (RZ) or the surrounding peripheral zone (PZ), from which organ primordia are initiated. Despite the constant flow of cells from the CZ into the RZ or PZ, and cell recruitment for primordium formation, a stable balance is maintained between the distinct cell populations in the SAM. Here we combined an in-depth phenotypic analysis with a comparative RNA-Seq approach to characterize meristems from selected combinations of clavata3 (clv3), jabba-1D (jba-1D) and erecta (er) mutants of Arabidopsis thaliana. We demonstrate that CLV3 restricts meristem expansion along the apical-basal axis, whereas class III HD-ZIP and ER pathways restrict meristem expansion laterally, but in distinct and possibly perpendicular orientations. Our k-means analysis reveals that clv3, jba-1D/+ and er lead to meristem enlargement by affecting different aspects of meristem function; for example, clv3 displays an increase in the stem cell population, whereas jba-1D/+ er exhibits an increase in mitotic activity and in the meristematic cell population. Our analyses demonstrate that a combined genetic and mRNA-Seq comparative approach provides a precise and sensitive method to identify cell type-specific transcriptomes in a small structure, such as the SAM. Summary: Three pathways converge to regulate the balance between meristem size, morphology and organization in the Arabidopsis shoot apical meristem.
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Affiliation(s)
- Tali Mandel
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, POB 12, Rehovot 76100, Israel
| | - Héctor Candela
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, Elche 03202, Spain
| | - Udi Landau
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, POB 12, Rehovot 76100, Israel
| | - Lior Asis
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, POB 12, Rehovot 76100, Israel
| | - Einat Zelinger
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, POB 12, Rehovot 76100, Israel
| | - Cristel C Carles
- Université Grenoble Alpes, Laboratoire de Physiologie Cellulaire et Végétale (LPCV), Grenoble F-38054, France CNRS, LPCV, UMR 5168, Grenoble F-38054, France CEA, Direction des Sciences du Vivant, BIG, LPCV, Grenoble F-38054, France INRA, LPCV, Grenoble F-38054, France
| | - Leor Eshed Williams
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, POB 12, Rehovot 76100, Israel
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16
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van Campen JC, Yaapar MN, Narawatthana S, Lehmeier C, Wanchana S, Thakur V, Chater C, Kelly S, Rolfe SA, Quick WP, Fleming AJ. Combined Chlorophyll Fluorescence and Transcriptomic Analysis Identifies the P3/P4 Transition as a Key Stage in Rice Leaf Photosynthetic Development. PLANT PHYSIOLOGY 2016; 170:1655-74. [PMID: 26813793 PMCID: PMC4775128 DOI: 10.1104/pp.15.01624] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Accepted: 01/22/2016] [Indexed: 05/24/2023]
Abstract
Leaves are derived from heterotrophic meristem tissue that, at some point, must make the transition to autotrophy via the initiation of photosynthesis. However, the timing and spatial coordination of the molecular and cellular processes underpinning this switch are poorly characterized. Here, we report on the identification of a specific stage in rice (Oryza sativa) leaf development (P3/P4 transition) when photosynthetic competence is first established. Using a combined physiological and molecular approach, we show that elements of stomatal and vascular differentiation are coordinated with the onset of measurable light absorption for photosynthesis. Moreover, by exploring the response of the system to environmental perturbation, we show that the earliest stages of rice leaf development have significant plasticity with respect to elements of cellular differentiation of relevance for mature leaf photosynthetic performance. Finally, by performing an RNA sequencing analysis targeted at the early stages of rice leaf development, we uncover a palette of genes whose expression likely underpins the acquisition of photosynthetic capability. Our results identify the P3/P4 transition as a highly dynamic stage in rice leaf development when several processes for the initiation of photosynthetic competence are coordinated. As well as identifying gene targets for future manipulation of rice leaf structure/function, our data highlight a developmental window during which such manipulations are likely to be most effective.
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Affiliation(s)
- Julia C van Campen
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Muhammad N Yaapar
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Supatthra Narawatthana
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Christoph Lehmeier
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Samart Wanchana
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Vivek Thakur
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Caspar Chater
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Steve Kelly
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Stephen A Rolfe
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - W Paul Quick
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
| | - Andrew J Fleming
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom (J.C.v.C., M.N.Y., S.N., C.L., C.C., S.A.R., A.J.F.);International Rice Research Institute, DAPO Box 7777, Metro Manila, The Philippines (S.W., V.T., W.P.Q.);National Center for Genetic Engineering and Biotechnology, Khlong Luang, Pathum Thani 12120, Thailand (S.W.);Departamento de Biologia Molecular de Plantas, Instituto de Biotecnologia, Universidad Nacional Autónoma de México, Mexico (C.C.); andDepartment of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom (S.K.)
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17
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Gautam V, Singh A, Singh S, Sarkar AK. An Efficient LCM-Based Method for Tissue Specific Expression Analysis of Genes and miRNAs. Sci Rep 2016; 6:21577. [PMID: 26861910 PMCID: PMC4748277 DOI: 10.1038/srep21577] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 01/26/2016] [Indexed: 12/26/2022] Open
Abstract
Laser Capture Microdissection (LCM) is a powerful tool to isolate and study gene expression pattern of desired and less accessible cells or tissues from a heterogeneous population. Existing LCM-based methods fail to obtain high quality RNA including small RNAs from small microdissected plant tissue and therefore, are not suitable for miRNA expression studies. Here, we describe an efficient and cost-effective method to obtain both high quality RNA and miRNAs from LCM-derived embryonic root apical meristematic tissue, which is difficult to access. We have significantly modified and improved the tissue fixation, processing, sectioning and RNA isolation steps and minimized the use of kits. Isolated RNA was checked for quality with bioanalyzer and used for gene expression studies. We have confirmed the presence of 19-24 nucleotide long mature miRNAs using modified stem-loop RT-PCR. This modified LCM-based method is suitable for tissue specific expression analysis of both genes and small RNAs (miRNAs).
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Affiliation(s)
- Vibhav Gautam
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Archita Singh
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Sharmila Singh
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Ananda K Sarkar
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India
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18
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Abstract
Laser capture microdissection (LCM) is a powerful technique for harvesting specific cells from a heterogeneous population. As each cell and tissue has its unique genetic, proteomic, and metabolic profile, the use of homogeneous samples is important for a better understanding of complex processes in both animal and plant systems. In case of plants, LCM is very suitable as the highly regular tissue organization and stable cell walls from these organisms enable visual identification of various cell types without staining of tissue sections, which can prevent some downstream analysis. Considering the applicability of LCM to any plant species, here we provide a step-by-step protocol for selecting specific cells or tissues through this technology.
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19
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Zhao J, Li Y, Ding L, Yan S, Liu M, Jiang L, Zhao W, Wang Q, Yan L, Liu R, Zhang X. Phloem transcriptome signatures underpin the physiological differentiation of the pedicel, stalk and fruit of cucumber (Cucumis sativus L.). PLANT & CELL PHYSIOLOGY 2016; 57:19-34. [PMID: 26568324 DOI: 10.1093/pcp/pcv168] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 10/27/2015] [Indexed: 06/05/2023]
Abstract
Cucumber is one of the most important vegetables grown worldwide due to its important economic and nutritional value. The cucumber fruit consists morphologically of the undesirable stalk and the tasty fruit; however, physiological differentiation of these two parts and the underlying molecular basis remain largely unknown. Here we characterized the physiological differences among the pedicel, stalk and fruit, and compared the respective phloem transcriptomes using laser capture microdissection coupled with RNA sequencing (RNA-Seq). We found that the pedicel was characterized by minor cell expansion and a high concentration of stachyose, the stalk showed rapid cell expansion and high raffinose accumulation, and the fruit featured transition from cell division to cell expansion and high levels of monosaccharides. Analyses of transcriptome data indicated that cell wall- and calcium ion binding-related genes contributed to the cell expansion in the pedicel and stalk, whereas genes implicated in cell cycle and hormone actions regulated the transition from cell division to cell expansion in the fruit. Differential sugar distribution in these three phloem-connected tissues resulted from tissue-specific sugar metabolism and transport. Enrichment of transcription factors in the stalk and fruit may facilitate nutrient accumulation in these sink organs. As such, phloem-located gene expression partially orchestrated physiological differentiation of the pedicel, stalk and fruit in cucumber. In addition, we identified 432 cucumber-unique genes and five phloem markers guiding future functional studies.
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Affiliation(s)
- Jianyu Zhao
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Yanqiang Li
- Shanghai Center for Plant Stress Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 201602, China University of Chinese Academy of Sciences, Beijing 100039, China
| | - Lian Ding
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Shuangshuang Yan
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Meiling Liu
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Li Jiang
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Wensheng Zhao
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Qian Wang
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
| | - Liying Yan
- College of Horticulture Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao 066004, China
| | - Renyi Liu
- Shanghai Center for Plant Stress Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 201602, China
| | - Xiaolan Zhang
- Department of Vegetable Sciences, Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, China Agricultural University, Beijing 100193, China
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20
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Frank MH, Edwards MB, Schultz ER, McKain MR, Fei Z, Sørensen I, Rose JKC, Scanlon MJ. Dissecting the molecular signatures of apical cell-type shoot meristems from two ancient land plant lineages. THE NEW PHYTOLOGIST 2015; 207:893-904. [PMID: 25900772 DOI: 10.1111/nph.13407] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Accepted: 03/04/2015] [Indexed: 05/18/2023]
Abstract
Shoot apical meristem (SAM) structure varies markedly within the land plants. The SAMs of many seedless vascular plants contain a conspicuous inverted, pyramidal cell called the apical cell (AC), which is unidentified in angiosperms. In this study, we use transcriptomic sequencing with precise laser microdissections of meristem subdomains to define the molecular signatures of anatomically distinct zones from the AC-type SAMs of a lycophyte (Selaginella moellendorffii) and a monilophyte (Equisetum arvense). The two model species for this study represent vascular plant lineages that diverged > 400 million yr ago. Our data comprise comprehensive molecular signatures for the distinct subdomains within AC-type SAMs, an anatomical anomaly whose functional significance has been debated in the botanical literature for over two centuries. Moreover, our data provide molecular support for distinct gene expression programs between the AC-type SAMs of Selaginella and Equisetum, as compared with the SAM transcriptome of the angiosperm maize. The results are discussed in light of the functional significance and evolutionary success of the AC-type SAM within the embryophytes.
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Affiliation(s)
- Margaret H Frank
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Molly B Edwards
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Eric R Schultz
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
| | | | - Zhangjun Fei
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, NY, 14853, USA
- USDA Robert W. Holley Center for Agriculture and Health, Ithaca, NY, 14853, USA
| | - Iben Sørensen
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Jocelyn K C Rose
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Michael J Scanlon
- Department of Plant Biology, Cornell University, Ithaca, NY, 14853, USA
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21
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Kajiyama T, Fujii A, Arikawa K, Habu T, Mochizuki N, Nagatani A, Kambara H. Position-Specific Gene Expression Analysis Using a Microgram Dissection Method Combined with On-Bead cDNA Library Construction. PLANT & CELL PHYSIOLOGY 2015; 56:1320-1328. [PMID: 26092972 DOI: 10.1093/pcp/pcv078] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Accepted: 05/26/2015] [Indexed: 06/04/2023]
Abstract
Gene expression analysis is a key technology that is used to understand living systems. Multicellular organisms, including plants, are composed of various tissues and cell types, each of which exhibits a unique gene expression pattern. However, because of their rigid cell walls, plant cells are difficult to isolate from the whole plant. Although laser dissection has been used to circumvent this problem, the plant sample needs to be fixed beforehand, which presents several problems. In the present study, we developed an alternative method to conduct highly reliable gene expression profiling. First, we assembled a dissection apparatus that used a narrow, sharpened needle to dissect out a microsample of fresh plant tissue (0.1-0.2 mm on each side) automatically from a target site within a short time frame. Then, we optimized a protocol to synthesize a high-quality cDNA library on magnetic beads using a single microsample. The cDNA library was amplified and subjected to high-throughput sequencing. In this way, a stable and reliable system was developed to conduct gene expression profiling in small regions of a plant. The system was used to analyze the gene expression patterns at successive 50 µm intervals in the shoot apex of a 4-day-old Arabidopsis seedling. Clustering analysis of the data demonstrated that two small, adjacent domains, the shoot apical meristem and the leaf primordia, were clearly distinguishable. This system should be broadly applicable in the investigation of the spatial organization of gene expression in various contexts.
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Affiliation(s)
| | - Akihiko Fujii
- Central Research Laboratory, Hitachi, Ltd., Tokyo, 185-8601, Japan
| | - Kouji Arikawa
- Central Research Laboratory, Hitachi, Ltd., Tokyo, 185-8601, Japan
| | - Toru Habu
- Central Research Laboratory, Hitachi, Ltd., Tokyo, 185-8601, Japan
| | | | - Akira Nagatani
- Graduate School of Science, Kyoto University, Kyoto, 606-8502 Japan
| | - Hideki Kambara
- Central Research Laboratory, Hitachi, Ltd., Tokyo, 185-8601, Japan
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22
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Transcriptome dynamics of developing maize leaves and genomewide prediction of cis elements and their cognate transcription factors. Proc Natl Acad Sci U S A 2015; 112:E2477-86. [PMID: 25918418 DOI: 10.1073/pnas.1500605112] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Maize is a major crop and a model plant for studying C4 photosynthesis and leaf development. However, a genomewide regulatory network of leaf development is not yet available. This knowledge is useful for developing C3 crops to perform C4 photosynthesis for enhanced yields. Here, using 22 transcriptomes of developing maize leaves from dry seeds to 192 h post imbibition, we studied gene up- and down-regulation and functional transition during leaf development and inferred sets of strongly coexpressed genes. More significantly, we developed a method to predict transcription factor binding sites (TFBSs) and their cognate transcription factors (TFs) using genomic sequence and transcriptomic data. The method requires not only evolutionary conservation of candidate TFBSs and sets of strongly coexpressed genes but also that the genes in a gene set share the same Gene Ontology term so that they are involved in the same biological function. In addition, we developed another method to predict maize TF-TFBS pairs using known TF-TFBS pairs in Arabidopsis or rice. From these efforts, we predicted 1,340 novel TFBSs and 253 new TF-TFBS pairs in the maize genome, far exceeding the 30 TF-TFBS pairs currently known in maize. In most cases studied by both methods, the two methods gave similar predictions. In vitro tests of 12 predicted TF-TFBS interactions showed that our methods perform well. Our study has significantly expanded our knowledge on the regulatory network involved in maize leaf development.
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Saint-Marcoux D, Billoud B, Langdale JA, Charrier B. Laser capture microdissection in Ectocarpus siliculosus: the pathway to cell-specific transcriptomics in brown algae. FRONTIERS IN PLANT SCIENCE 2015; 6:54. [PMID: 25713580 PMCID: PMC4322613 DOI: 10.3389/fpls.2015.00054] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Accepted: 01/21/2015] [Indexed: 05/23/2023]
Abstract
Laser capture microdissection (LCM) facilitates the isolation of individual cells from tissue sections, and when combined with RNA amplification techniques, it is an extremely powerful tool for examining genome-wide expression profiles in specific cell-types. LCM has been widely used to address various biological questions in both animal and plant systems, however, no attempt has been made so far to transfer LCM technology to macroalgae. Macroalgae are a collection of widespread eukaryotes living in fresh and marine water. In line with the collective effort to promote molecular investigations of macroalgal biology, here we demonstrate the feasibility of using LCM and cell-specific transcriptomics to study development of the brown alga Ectocarpus siliculosus. We describe a workflow comprising cultivation and fixation of algae on glass slides, laser microdissection, and RNA amplification. To illustrate the effectiveness of the procedure, we show qPCR data and metrics obtained from cell-specific transcriptomes generated from both upright and prostrate filaments of Ectocarpus.
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Affiliation(s)
| | - Bernard Billoud
- CNRS, Sorbonne Université, UPMC Univ Paris 06, UMR 8227, Integrative Biology of Marine Models, Station Biologique de RoscoffRoscoff, France
| | | | - Bénédicte Charrier
- CNRS, Sorbonne Université, UPMC Univ Paris 06, UMR 8227, Integrative Biology of Marine Models, Station Biologique de RoscoffRoscoff, France
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Laser Assisted Microdissection, an Efficient Technique to Understand Tissue Specific Gene Expression Patterns and Functional Genomics in Plants. Mol Biotechnol 2014; 57:299-308. [DOI: 10.1007/s12033-014-9824-3] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Frank MH, Scanlon MJ. Transcriptomic evidence for the evolution of shoot meristem function in sporophyte-dominant land plants through concerted selection of ancestral gametophytic and sporophytic genetic programs. Mol Biol Evol 2014; 32:355-67. [PMID: 25371433 DOI: 10.1093/molbev/msu303] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Alternation of generations, in which the haploid and diploid stages of the life cycle are each represented by multicellular forms that differ in their morphology, is a defining feature of the land plants (embryophytes). Anciently derived lineages of embryophytes grow predominately in the haploid gametophytic generation from apical cells that give rise to the photosynthetic body of the plant. More recently evolved plant lineages have multicellular shoot apical meristems (SAMs), and photosynthetic shoot development is restricted to the sporophyte generation. The molecular genetic basis for this evolutionary shift from gametophyte-dominant to sporophyte-dominant life cycles remains a major question in the study of land plant evolution. We used laser microdissection and next generation RNA sequencing to address whether angiosperm meristem patterning genes expressed in the sporophytic SAM of Zea mays are expressed in the gametophytic apical cells, or in the determinate sporophytes, of the model bryophytes Marchantia polymorpha and Physcomitrella patens. A wealth of upregulated genes involved in stem cell maintenance and organogenesis are identified in the maize SAM and in both the gametophytic apical cell and sporophyte of moss, but not in Marchantia. Significantly, meiosis-specific genetic programs are expressed in bryophyte sporophytes, long before the onset of sporogenesis. Our data suggest that this upregulated accumulation of meiotic gene transcripts suppresses indeterminate cell fate in the Physcomitrella sporophyte, and overrides the observed accumulation of meristem patterning genes. A model for the evolution of indeterminate growth in the sporophytic generation through the concerted selection of ancestral meristem gene programs from gametophyte-dominant lineages is proposed.
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Balzan S, Johal GS, Carraro N. The role of auxin transporters in monocots development. FRONTIERS IN PLANT SCIENCE 2014; 5:393. [PMID: 25177324 PMCID: PMC4133927 DOI: 10.3389/fpls.2014.00393] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Accepted: 07/23/2014] [Indexed: 05/04/2023]
Abstract
Auxin is a key regulator of plant growth and development, orchestrating cell division, elongation and differentiation, embryonic development, root and stem tropisms, apical dominance, and transition to flowering. Auxin levels are higher in undifferentiated cell populations and decrease following organ initiation and tissue differentiation. This differential auxin distribution is achieved by polar auxin transport (PAT) mediated by auxin transport proteins. There are four major families of auxin transporters in plants: PIN-FORMED (PIN), ATP-binding cassette family B (ABCB), AUXIN1/LIKE-AUX1s, and PIN-LIKES. These families include proteins located at the plasma membrane or at the endoplasmic reticulum (ER), which participate in auxin influx, efflux or both, from the apoplast into the cell or from the cytosol into the ER compartment. Auxin transporters have been largely studied in the dicotyledon model species Arabidopsis, but there is increasing evidence of their role in auxin regulated development in monocotyledon species. In monocots, families of auxin transporters are enlarged and often include duplicated genes and proteins with high sequence similarity. Some of these proteins underwent sub- and neo-functionalization with substantial modification to their structure and expression in organs such as adventitious roots, panicles, tassels, and ears. Most of the present information on monocot auxin transporters function derives from studies conducted in rice, maize, sorghum, and Brachypodium, using pharmacological applications (PAT inhibitors) or down-/up-regulation (over-expression and RNA interference) of candidate genes. Gene expression studies and comparison of predicted protein structures have also increased our knowledge of the role of PAT in monocots. However, knockout mutants and functional characterization of single genes are still scarce and the future availability of such resources will prove crucial to elucidate the role of auxin transporters in monocots development.
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Affiliation(s)
- Sara Balzan
- Department of Agronomy, Animals, Food, Natural Resources and Environment, Agripolis, University of PadovaPadova, Italy
| | - Gurmukh S. Johal
- Department of Botany and Plant Pathology, Purdue UniversityWest Lafayette, IN, USA
| | - Nicola Carraro
- Department of Agronomy, Purdue UniversityWest Lafayette, IN, USA
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O'Connor DL, Runions A, Sluis A, Bragg J, Vogel JP, Prusinkiewicz P, Hake S. A division in PIN-mediated auxin patterning during organ initiation in grasses. PLoS Comput Biol 2014; 10:e1003447. [PMID: 24499933 PMCID: PMC3907294 DOI: 10.1371/journal.pcbi.1003447] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2013] [Accepted: 12/06/2013] [Indexed: 11/18/2022] Open
Abstract
The hormone auxin plays a crucial role in plant morphogenesis. In the shoot apical meristem, the PIN-FORMED1 (PIN1) efflux carrier concentrates auxin into local maxima in the epidermis, which position incipient leaf or floral primordia. From these maxima, PIN1 transports auxin into internal tissues along emergent paths that pattern leaf and stem vasculature. In Arabidopsis thaliana, these functions are attributed to a single PIN1 protein. Using phylogenetic and gene synteny analysis we identified an angiosperm PIN clade sister to PIN1, here termed Sister-of-PIN1 (SoPIN1), which is present in all sampled angiosperms except for Brassicaceae, including Arabidopsis. Additionally, we identified a conserved duplication of PIN1 in the grasses: PIN1a and PIN1b. In Brachypodium distachyon, SoPIN1 is highly expressed in the epidermis and is consistently polarized toward regions of high expression of the DR5 auxin-signaling reporter, which suggests that SoPIN1 functions in the localization of new primordia. In contrast, PIN1a and PIN1b are highly expressed in internal tissues, suggesting a role in vascular patterning. PIN1b is expressed in broad regions spanning the space between new primordia and previously formed vasculature, suggesting a role in connecting new organs to auxin sinks in the older tissues. Within these regions, PIN1a forms narrow canals that likely pattern future veins. Using a computer model, we reproduced the observed spatio-temporal expression and localization patterns of these proteins by assuming that SoPIN1 is polarized up the auxin gradient, and PIN1a and PIN1b are polarized to different degrees with the auxin flux. Our results suggest that examination and modeling of PIN dynamics in plants outside of Brassicaceae will offer insights into auxin-driven patterning obscured by the loss of the SoPIN1 clade in Brassicaceae. Computational models and functional studies using the plant Arabidopsis thaliana have led to competing models for how the PIN-FORMED1 (PIN1) auxin transporter polarizes in the cell to create both the maxima required for organ initiation and the narrow streams required for vein patterning. Here we identify a previously uncharacterized PIN protein most closely related to PIN1 that is present in all flowering plants but lost in the Brassicaceae, including Arabidopsis. We localized this protein, here termed Sister-of-PIN1 (SoPIN1), along with duplicate members of PIN1 (PIN1a and PIN1b), in two grass species. Our localization data provide striking evidence for a spatial and temporal split between SoPIN1 and the two PIN1s during organ initiation in grasses. Based on our localization results we created a computational model showing that the observed patterns of expression and polarization of the grass PINs can emerge assuming SoPIN1 polarizes up the gradient of auxin concentration while the PIN1 members polarize with the auxin flux. This model reveals a minimal framework of necessary functions involved in auxin-transport-mediated patterning in the shoot and demonstrates that work outside of Arabidopsis is essential to understanding how auxin-transport mediates patterning in most flowering plants.
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Affiliation(s)
- Devin L. O'Connor
- Plant and Microbial Biology Department, University of California at Berkeley, Berkeley, California, United States of America
- Plant Gene Expression Center, United States Department of Agriculture - Agricultural Research Service (USDA-ARS), Albany, California, United States of America
- * E-mail:
| | - Adam Runions
- Department of Computer Science, University of Calgary, Calgary, Alberta, Canada
| | - Aaron Sluis
- Plant and Microbial Biology Department, University of California at Berkeley, Berkeley, California, United States of America
- Plant Gene Expression Center, United States Department of Agriculture - Agricultural Research Service (USDA-ARS), Albany, California, United States of America
| | - Jennifer Bragg
- Western Regional Research Center, United States Department of Agriculture - Agriculture Research Service (USDA-ARS), Albany, California, United States of America
| | - John P. Vogel
- Western Regional Research Center, United States Department of Agriculture - Agriculture Research Service (USDA-ARS), Albany, California, United States of America
| | | | - Sarah Hake
- Plant and Microbial Biology Department, University of California at Berkeley, Berkeley, California, United States of America
- Plant Gene Expression Center, United States Department of Agriculture - Agricultural Research Service (USDA-ARS), Albany, California, United States of America
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Abstract
Different plant cell types express unique transcriptomes, proteomes, and metabolomes. Therefore, the isolation of specific cell types prior to molecular analyses is important to understand the specification, differentiation, and function of these cells. Isolation of specific plant cell types from composite organs can be achieved by laser microdissection (LMD). A wide variety of methods to fix and embed tissues prior to LMD and downstream molecular analyses have been developed for different plant species and tissues. The present review summarizes and highlights the most recently applied LMD approaches in plant science.
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Affiliation(s)
- Yvonne Ludwig
- Crop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany
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Abstract
Cellular context can be crucial when studying developmental processes as well as responses to environmental variation. Several different tools have been developed in recent years to isolate specific tissues or cell types. Laser-assisted microdissection (LAM) allows for the isolation of such specific tissue or single cell-types purely based on morphology and cytology. This has the advantage that (1) cell types that are rare can be isolated from heterogeneous tissue, (2) no marker line with cell type-specific expression needs to be established, and (3) the method can be applied to non-model species and species that are difficult to genetically transform. The rapid development of next-generation sequencing (NGS) approaches has greatly advanced the possibilities to perform molecular analyses in diverse organisms. However, there is a mismatch between currently available cell isolation tools and their applicability to non-model organisms. Therefore, LAM will become increasingly popular in the study of diverse agriculturally or ecologically relevant plant species. Here, we describe a protocol that has been successfully used for LAM to isolate either whole floral organs or even single cell types in plants, e.g., Arabidopsis thaliana, Boechera spp., or tomato.
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Affiliation(s)
- Samuel E Wuest
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Zürich, Switzerland
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Elhiti M, Wally OSD, Belmonte MF, Chan A, Cao Y, Xiang D, Datla R, Stasolla C. Gene expression analysis in microdissected shoot meristems of Brassica napus microspore-derived embryos with altered SHOOTMERISTEMLESS levels. PLANTA 2013; 237:1065-1082. [PMID: 23242073 DOI: 10.1007/s00425-012-1814-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2012] [Accepted: 11/12/2012] [Indexed: 05/28/2023]
Abstract
Altered expression of Brassica napus (Bn) SHOOTMERISTEMLESS (STM) affects the morphology and behaviour of microspore-derived embryos (MDEs). While down-regulation of BnSTM repressed the formation of the shoot meristem (SAM) and reduced the number of Brassica MDEs able to regenerate viable plants at germination, over-expression of BnSTM enhanced the structure of the SAM and improved regeneration frequency. Within dissected SAMs, the induction of BnSTM up-regulated the expression of many transcription factors (TFs) some of which directly involved in the formation of the meristem, i.e. CUP-SHAPED COTYLEDON1 and WUSCHEL, and regulatory components of the antioxidant response, hormone signalling, and cell wall synthesis and modification. Opposite expression patterns for some of these genes were observed in the SAMs of MDEs down-regulating BnSTM. Altered expression of BnSTM affected transcription of cell wall and lignin biosynthetic genes. The expression of PHENYLALANINE AMMONIA LYASE2, CINNAMATE 4-4HYDROXYLASE, and CINNAMYL ALCOHOL DEHYDROGENASE were repressed in SAMs over-expressing BnSTM. Since lignin formation is a feature of irreversible cell differentiation, these results suggest that one way in which BnSTM promotes indeterminate cell fate may be by preventing the expression of components of biochemical pathways involved in the accumulation of lignin in the meristematic cells. Overall, these studies provide evidence for a novel function of BnSTM in enhancing the quality of in vitro produced meristems, and propose that this gene can be used as a potential target to improve regeneration of cultured embryos.
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Affiliation(s)
- Mohamed Elhiti
- Department of Botany, Faculty of Science, Tanta University, Tanta, 31527, Egypt
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Martin LBB, Fei Z, Giovannoni JJ, Rose JKC. Catalyzing plant science research with RNA-seq. FRONTIERS IN PLANT SCIENCE 2013; 4:66. [PMID: 23554602 PMCID: PMC3612697 DOI: 10.3389/fpls.2013.00066] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Accepted: 03/10/2013] [Indexed: 05/18/2023]
Abstract
Next generation DNA sequencing technologies are driving increasingly rapid, affordable and high resolution analyses of plant transcriptomes through sequencing of their associated cDNA (complementary DNA) populations; an analytical platform commonly referred to as RNA-sequencing (RNA-seq). Since entering the arena of whole genome profiling technologies only a few years ago, RNA-seq has proven itself to be a powerful tool with a remarkably diverse range of applications, from detailed studies of biological processes at the cell type-specific level, to providing insights into fundamental questions in plant biology on an evolutionary time scale. Applications include generating genomic data for heretofore unsequenced species, thus expanding the boundaries of what had been considered "model organisms," elucidating structural and regulatory gene networks, revealing how plants respond to developmental cues and their environment, allowing a better understanding of the relationships between genes and their products, and uniting the "omics" fields of transcriptomics, proteomics, and metabolomics into a now common systems biology paradigm. We provide an overview of the breadth of such studies and summarize the range of RNA-seq protocols that have been developed to address questions spanning cell type-specific-based transcriptomics, transcript secondary structure and gene mapping.
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Affiliation(s)
| | - Zhangjun Fei
- Boyce Thompson Institute for Plant ResearchIthaca, NY, USA
- Robert W. Holly Center for Agriculture and Health, United States Department of Agriculture-Agricultural Research ServiceIthaca, NY, USA
| | - James J. Giovannoni
- Boyce Thompson Institute for Plant ResearchIthaca, NY, USA
- Robert W. Holly Center for Agriculture and Health, United States Department of Agriculture-Agricultural Research ServiceIthaca, NY, USA
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Wuest SE, Schmid MW, Grossniklaus U. Cell-specific expression profiling of rare cell types as exemplified by its impact on our understanding of female gametophyte development. CURRENT OPINION IN PLANT BIOLOGY 2013; 16:41-9. [PMID: 23276786 DOI: 10.1016/j.pbi.2012.12.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 12/03/2012] [Indexed: 05/20/2023]
Abstract
Expression profiling of single cells can yield insights into cell specification, cellular differentiation processes, and cell type-specific responses to environmental stimuli. Recent work has established excellent tools to perform genome-wide expression studies of individual cell types, even if the cells of interest occur at low frequency within an organ. We review the advances and impact of gene expression studies of rare cell types, as exemplified by recently gained insights into the development and function of the angiosperm female gametophyte. The detailed transcriptional characterization of different stages during female gametophyte development has significantly helped to improve our understanding of cellular specification or cell-cell communication processes. Next-generation sequencing approaches--used increasingly for expression profiling--will now allow for comparative approaches that focus on agriculturally, ecologically or evolutionarily relevant aspects of plant reproduction.
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Affiliation(s)
- Samuel E Wuest
- Institute of Evolutionary Biology and Environmental Studies & Zürich-Basel Plant Science Center, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
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Bailey-Serres J. Microgenomics: genome-scale, cell-specific monitoring of multiple gene regulation tiers. ANNUAL REVIEW OF PLANT BIOLOGY 2013; 64:293-325. [PMID: 23451787 DOI: 10.1146/annurev-arplant-050312-120035] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The expression of nuclear protein-coding genes is controlled by dynamic mechanisms ranging from DNA methylation, chromatin modification, and gene transcription to mRNA maturation, turnover, and translation and the posttranslational control of protein function. A genome-scale assessment of the spatiotemporal regulation of gene expression is essential for a comprehensive understanding of gene regulatory networks. However, there are major obstacles to the precise evaluation of gene regulation in multicellular plant organs; these include the monitoring of regulatory processes at levels other than steady-state transcript abundance, resolution of gene regulation in individual cells or cell types, and effective assessment of transient gene activity manifested during development or in response to external cues. This review surveys the advantages and applications of microgenomics technologies that enable panoramic quantitation of cell-type-specific expression in plants, focusing on the importance of querying gene activity at multiple steps in the continuum, from histone modification to selective translation.
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Affiliation(s)
- J Bailey-Serres
- Center for Plant Cell Biology and Department of Botany and Plant Sciences, University of California, Riverside, CA 92521, USA.
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Wang D, Mills ES, Deal RB. Technologies for systems-level analysis of specific cell types in plants. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2012; 197:21-29. [PMID: 23116668 PMCID: PMC4037754 DOI: 10.1016/j.plantsci.2012.08.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Revised: 08/21/2012] [Accepted: 08/22/2012] [Indexed: 05/08/2023]
Abstract
The study of biological processes at cell type resolution requires the isolation of the specific cell types from an organism, but this presents a great technical challenge. In recent years a number of methods have been developed that allow deep analyses of the epigenome, transcriptome, and ribosome-associated mRNA populations in individual cell types. The application of these methods has lead to a clearer understanding of important issues in plant biology, including cell fate specification and cell type-specific responses to the environment. In this review, we discuss current mechanical- and affinity-based technologies available for isolation and analysis of individual cell types in a plant. The integration of these methods is proposed as a means of achieving a holistic view of cellular processes at all levels, from chromatin dynamics to metabolomics. Finally, we explore the limitations of current methods and the needs for future technological development.
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Affiliation(s)
- Dongxue Wang
- Department of Biology, Emory University, Atlanta, GA 30322, USA
| | - E. Shannon Mills
- Graduate program in Genetics and Molecular Biology of the Graduate Division of Biological and Biomedical Sciences, Emory University, Atlanta, GA 30322, USA
| | - Roger B. Deal
- Department of Biology, Emory University, Atlanta, GA 30322, USA
- To whom correspondence should be addressed:
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Junker A, Rohn H, Schreiber F. Visual analysis of transcriptome data in the context of anatomical structures and biological networks. FRONTIERS IN PLANT SCIENCE 2012; 3:252. [PMID: 23162564 PMCID: PMC3498740 DOI: 10.3389/fpls.2012.00252] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 10/22/2012] [Indexed: 05/12/2023]
Abstract
The complexity and temporal as well as spatial resolution of transcriptome datasets is constantly increasing due to extensive technological developments. Here we present methods for advanced visualization and intuitive exploration of transcriptomics data as necessary prerequisites in order to facilitate the gain of biological knowledge. Color-coding of structural images based on the expression level enables a fast visual data analysis in the background of the examined biological system. The network-based exploration of these visualizations allows for comparative analysis of genes with specific transcript patterns and supports the extraction of functional relationships even from large datasets. In order to illustrate the presented methods, the tool HIVE was applied for visualization and exploration of database-retrieved expression data for master regulators of Arabidopsis thaliana flower and seed development in the context of corresponding tissue-specific regulatory networks.
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Affiliation(s)
- Astrid Junker
- Leibniz Institute of Plant Genetics and Crop Plant Research GaterslebenGatersleben, Germany
| | - Hendrik Rohn
- Leibniz Institute of Plant Genetics and Crop Plant Research GaterslebenGatersleben, Germany
| | - Falk Schreiber
- Leibniz Institute of Plant Genetics and Crop Plant Research GaterslebenGatersleben, Germany
- Institute of Computer Science, Martin Luther University Halle-WittenbergHalle, Germany
- Clayton School of Information Technology, Monash UniversityClayton, VIC, Australia
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Zhang X, Douglas RN, Strable J, Lee M, Buckner B, Janick-Buckner D, Schnable PS, Timmermans MC, Scanlon MJ. Punctate vascular expression1 is a novel maize gene required for leaf pattern formation that functions downstream of the trans-acting small interfering RNA pathway. PLANT PHYSIOLOGY 2012; 159:1453-62. [PMID: 22669891 PMCID: PMC3425190 DOI: 10.1104/pp.111.192419] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2011] [Accepted: 05/21/2012] [Indexed: 05/26/2023]
Abstract
The maize (Zea mays) gene RAGGED SEEDLING2-R (RGD2-R) encodes an ARGONAUTE7-like protein required for the biogenesis of trans-acting small interfering RNA, which regulates the accumulation of AUXIN RESPONSE FACTOR3A transcripts in shoots. Although dorsiventral polarity is established in the narrow and cylindrical leaves of rgd2-R mutant plants, swapping of adaxial/abaxial epidermal identity occurs and suggests a model wherein RGD2 is required to coordinate dorsiventral and mediolateral patterning in maize leaves. Laser microdissection-microarray analyses of the rgd2-R mutant shoot apical meristem identified a novel gene, PUNCTATE VASCULAR EXPRESSION1 (PVE1), that is down-regulated in rgd2-R mutant apices. Transcripts of PVE1 provide an early molecular marker for vascular morphogenesis. Reverse genetic analyses suggest that PVE1 functions during vascular development and in mediolateral and dorsiventral patterning of maize leaves. Molecular genetic analyses of PVE1 and of rgd2-R;pve1-M2 double mutants suggest a model wherein PVE1 functions downstream of RGD2 in a pathway that intersects and interacts with the trans-acting small interfering RNA pathway.
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Takacs EM, Li J, Du C, Ponnala L, Janick-Buckner D, Yu J, Muehlbauer GJ, Schnable PS, Timmermans MC, Sun Q, Nettleton D, Scanlon MJ. Ontogeny of the maize shoot apical meristem. THE PLANT CELL 2012; 24:3219-34. [PMID: 22911570 PMCID: PMC3462627 DOI: 10.1105/tpc.112.099614] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
The maize (Zea mays) shoot apical meristem (SAM) arises early in embryogenesis and functions during stem cell maintenance and organogenesis to generate all the aboveground organs of the plant. Despite its integral role in maize shoot development, little is known about the molecular mechanisms of SAM initiation. Laser microdissection of apical domains from developing maize embryos and seedlings was combined with RNA sequencing for transcriptomic analyses of SAM ontogeny. Molecular markers of key events during maize embryogenesis are described, and comprehensive transcriptional data from six stages in maize shoot development are generated. Transcriptomic profiling before and after SAM initiation indicates that organogenesis precedes stem cell maintenance in maize; analyses of the first three lateral organs elaborated from maize embryos provides insight into their homology and to the identity of the single maize cotyledon. Compared with the newly initiated SAM, the mature SAM is enriched for transcripts that function in transcriptional regulation, hormonal signaling, and transport. Comparisons of shoot meristems initiating juvenile leaves, adult leaves, and husk leaves illustrate differences in phase-specific (juvenile versus adult) and meristem-specific (SAM versus lateral meristem) transcript accumulation during maize shoot development. This study provides insight into the molecular genetics of SAM initiation and function in maize.
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Affiliation(s)
| | - Jie Li
- Department of Statistics and Statistical Laboratory, Iowa State University, Ames, Iowa 50011
| | - Chuanlong Du
- Department of Statistics and Statistical Laboratory, Iowa State University, Ames, Iowa 50011
| | - Lalit Ponnala
- Computational Biology Service Unit, Cornell University, Ithaca, New York 14853
| | | | - Jianming Yu
- Department of Agronomy, Kansas State University, Manhattan, Kansas 66506
| | - Gary J. Muehlbauer
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, Minnesota 55108
| | | | | | - Qi Sun
- Computational Biology Service Unit, Cornell University, Ithaca, New York 14853
| | - Dan Nettleton
- Department of Statistics and Statistical Laboratory, Iowa State University, Ames, Iowa 50011
| | - Michael J. Scanlon
- Department of Plant Biology, Cornell University, Ithaca, New York 14583
- Address correspondence to
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Schmid MW, Schmidt A, Klostermeier UC, Barann M, Rosenstiel P, Grossniklaus U. A powerful method for transcriptional profiling of specific cell types in eukaryotes: laser-assisted microdissection and RNA sequencing. PLoS One 2012; 7:e29685. [PMID: 22291893 PMCID: PMC3266888 DOI: 10.1371/journal.pone.0029685] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2011] [Accepted: 12/01/2011] [Indexed: 11/18/2022] Open
Abstract
The acquisition of distinct cell fates is central to the development of multicellular organisms and is largely mediated by gene expression patterns specific to individual cells and tissues. A spatially and temporally resolved analysis of gene expression facilitates the elucidation of transcriptional networks linked to cellular identity and function. We present an approach that allows cell type-specific transcriptional profiling of distinct target cells, which are rare and difficult to access, with unprecedented sensitivity and resolution. We combined laser-assisted microdissection (LAM), linear amplification starting from <1 ng of total RNA, and RNA-sequencing (RNA-Seq). As a model we used the central cell of the Arabidopsis thaliana female gametophyte, one of the female gametes harbored in the reproductive organs of the flower. We estimated the number of expressed genes to be more than twice the number reported previously in a study using LAM and ATH1 microarrays, and identified several classes of genes that were systematically underrepresented in the transcriptome measured with the ATH1 microarray. Among them are many genes that are likely to be important for developmental processes and specific cellular functions. In addition, we identified several intergenic regions, which are likely to be transcribed, and describe a considerable fraction of reads mapping to introns and regions flanking annotated loci, which may represent alternative transcript isoforms. Finally, we performed a de novo assembly of the transcriptome and show that the method is suitable for studying individual cell types of organisms lacking reference sequence information, demonstrating that this approach can be applied to most eukaryotic organisms.
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Affiliation(s)
- Marc W. Schmid
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Zürich, Switzerland
| | - Anja Schmidt
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Zürich, Switzerland
| | | | - Matthias Barann
- Institute of Clinical Molecular Biology, Christian-Albrechts University, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts University, Kiel, Germany
| | - Ueli Grossniklaus
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Zürich, Switzerland
- * E-mail:
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Javelle M, Marco CF, Timmermans M. In situ hybridization for the precise localization of transcripts in plants. J Vis Exp 2011:e3328. [PMID: 22143276 PMCID: PMC3308598 DOI: 10.3791/3328] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
With the advances in genomics research of the past decade, plant biology has seen numerous studies presenting large-scale quantitative analyses of gene expression. Microarray and next generation sequencing approaches are being used to investigate developmental, physiological and stress response processes, dissect epigenetic and small RNA pathways, and build large gene regulatory networks1-3. While these techniques facilitate the simultaneous analysis of large gene sets, they typically provide a very limited spatiotemporal resolution of gene expression changes. This limitation can be partially overcome by using either profiling method in conjunction with lasermicrodissection or fluorescence-activated cell sorting4-7. However, to fully understand the biological role of a gene, knowledge of its spatiotemporal pattern of expression at a cellular resolution is essential. Particularly, when studying development or the effects of environmental stimuli and mutants can the detailed analysis of a gene's expression pattern become essential. For instance, subtle quantitative differences in the expression levels of key regulatory genes can lead to dramatic phenotypes when associated with the loss or gain of expression in specific cell types. Several methods are routinely used for the detailed examination of gene expression patterns. One is through analysis of transgenic reporter lines. Such analysis can, however, become time-consuming when analyzing multiple genes or working in plants recalcitrant to transformation. Moreover, an independent validation to ensure that the transgene expression pattern mimics that of the endogenous gene is typically required. Immunohistochemical protein localization or mRNA in situ hybridization present relatively fast alternatives for the direct visualization of gene expression within cells and tissues. The latter has the distinct advantage that it can be readily used on any gene of interest. In situ hybridization allows detection of target mRNAs in cells by hybridization with a labeled anti-sense RNA probe obtained by in vitro transcription of the gene of interest. Here we outline a protocol for the in situ localization of gene expression in plants that is highly sensitivity and specific. It is optimized for use with paraformaldehyde fixed, paraffin-embedded sections, which give excellent preservation of histology, and DIG-labeled probes that are visualized by immuno-detection and alkaline-phosphatase colorimetric reaction. This protocol has been successfully applied to a number of tissues from a wide range of plant species, and can be used to analyze expression of mRNAs as well as small RNAs8-14.
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Matas AJ, Yeats TH, Buda GJ, Zheng Y, Chatterjee S, Tohge T, Ponnala L, Adato A, Aharoni A, Stark R, Fernie AR, Fei Z, Giovannoni JJ, Rose JK. Tissue- and cell-type specific transcriptome profiling of expanding tomato fruit provides insights into metabolic and regulatory specialization and cuticle formation. THE PLANT CELL 2011; 23:3893-910. [PMID: 22045915 PMCID: PMC3246317 DOI: 10.1105/tpc.111.091173] [Citation(s) in RCA: 156] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Revised: 10/13/2011] [Accepted: 10/18/2011] [Indexed: 05/18/2023]
Abstract
Tomato (Solanum lycopersicum) is the primary model for the study of fleshy fruits, and research in this species has elucidated many aspects of fruit physiology, development, and metabolism. However, most of these studies have involved homogenization of the fruit pericarp, with its many constituent cell types. Here, we describe the coupling of pyrosequencing technology with laser capture microdissection to characterize the transcriptomes of the five principal tissues of the pericarp from tomato fruits (outer and inner epidermal layers, collenchyma, parenchyma, and vascular tissues) at their maximal growth phase. A total of 20,976 high-quality expressed unigenes were identified, of which more than half were ubiquitous in their expression, while others were cell type specific or showed distinct expression patterns in specific tissues. The data provide new insights into the spatial distribution of many classes of regulatory and structural genes, including those involved in energy metabolism, source-sink relationships, secondary metabolite production, cell wall biology, and cuticle biogenesis. Finally, patterns of similar gene expression between tissues led to the characterization of a cuticle on the inner surface of the pericarp, demonstrating the utility of this approach as a platform for biological discovery.
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Affiliation(s)
- Antonio J. Matas
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
| | - Trevor H. Yeats
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
| | - Gregory J. Buda
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
| | - Yi Zheng
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York 14853
| | - Subhasish Chatterjee
- Department of Chemistry, City College of New York, City University of New York Graduate Center and Institute for Macromolecular Assemblies, New York, New York 10031
| | - Takayuki Tohge
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany
| | - Lalit Ponnala
- Computational Biology Service Unit, Cornell University, Ithaca, New York 14853
| | - Avital Adato
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Asaph Aharoni
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Ruth Stark
- Department of Chemistry, City College of New York, City University of New York Graduate Center and Institute for Macromolecular Assemblies, New York, New York 10031
| | - Alisdair R. Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany
| | - Zhangjun Fei
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York 14853
- U.S. Department of Agriculture–Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, New York 14853
| | - James J. Giovannoni
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York 14853
- U.S. Department of Agriculture–Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, New York 14853
| | - Jocelyn K.C. Rose
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
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Taylor-Teeples M, Ron M, Brady SM. Novel biological insights revealed from cell type-specific expression profiling. CURRENT OPINION IN PLANT BIOLOGY 2011; 14:601-7. [PMID: 21704550 DOI: 10.1016/j.pbi.2011.05.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Revised: 05/27/2011] [Accepted: 05/30/2011] [Indexed: 05/20/2023]
Abstract
Transcriptional regulation plays a major role in defining cell identity. Analysis of cell type-resolution expression profiling datasets is moving beyond cataloging gene expression patterns to reveal novel biological insights. Recently developed expression maps of the shoot apical meristem and gametophytes can be used as tools to help define novel cell types and pathways. Already these maps have revealed cell type-specific epigenetic regulatory mechanisms that play important roles in development. Further examples are provided that demonstrate how cell type-specific expression profiling can also be used to uncover genes and pathways in development and response to stress that would be nearly impossible to identify using traditional genetics.
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Affiliation(s)
- Mallorie Taylor-Teeples
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
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Jasik J, Schiebold S, Rolletschek H, Denolf P, Van Adenhove K, Altmann T, Borisjuk L. Subtissue-specific evaluation of promoter efficiency by quantitative fluorometric assay in laser microdissected tissues of rapeseed. PLANT PHYSIOLOGY 2011; 157:563-73. [PMID: 21825109 PMCID: PMC3192573 DOI: 10.1104/pp.111.180760] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Accepted: 08/04/2011] [Indexed: 05/13/2023]
Abstract
β-glucuronidase (GUS) is a useful reporter for the evaluation of promoter characteristics in transgenic plants. Here, we introduce an original technique to quantify the strength of promoters at subtissue resolution of cell clusters. The method combines cryotomy, laser microdissection, and improved fluorometric analysis of GUS activity using 6-chloro-4-methylumbelliferyl-β-D-glucuronide as an efficient fluorogenic substrate for kinetic studies in plants. The laser microdissection/6-chloro-4-methylumbelliferyl-β-D-glucuronide method is robust and reliable in a wide range of GUS expression levels and requires extremely low (few cells) tissue amounts. Suitability of the assay was demonstrated on rapeseed (Brassica napus) plants transformed with a P35S2::GUS construct. GUS expression patterns were visualized and quantified in approximately 30 tissues of vegetative and generative organs. Considerable differences in promoter activity within the tissues are discussed in relation to the cell type and developmental state.
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Affiliation(s)
| | | | | | | | | | - Thomas Altmann
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research, D–06466 Gatersleben, Germany (J.J., S.S., H.R., T.A., L.B.); and Bayer BioScience N.V., 9052 Zwijnaarde, Belgium (P.D., K.V.A.)
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Wong CE, Zhao YT, Wang XJ, Croft L, Wang ZH, Haerizadeh F, Mattick JS, Singh MB, Carroll BJ, Bhalla PL. MicroRNAs in the shoot apical meristem of soybean. JOURNAL OF EXPERIMENTAL BOTANY 2011; 62:2495-506. [PMID: 21504877 DOI: 10.1093/jxb/erq437] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Plant microRNAs (miRNAs) play crucial regulatory roles in various developmental processes. In this study, we characterize the miRNA profile of the shoot apical meristem (SAM) of an important legume crop, soybean, by integrating high-throughput sequencing data with miRNA microarray analysis. A total of 8423 non-redundant sRNAs were obtained from two libraries derived from micro-dissected SAM or mature leaf tissue. Sequence analysis allowed the identification of 32 conserved miRNA families as well as 8 putative novel miRNAs. Subsequent miRNA profiling with microarrays verified the expression of the majority of these conserved and novel miRNAs. It is noteworthy that several miRNAs* were expressed at a level similar to or higher than their corresponding mature miRNAs in SAM or mature leaf, suggesting a possible biological function for the star species. In situ hybridization analysis revealed a distinct spatial localization pattern for a conserved miRNA, miR166, and its star speciessuggesting that they serve different roles in regulating leaf development. Furthermore, localization studies showed that a novel soybean miRNA, miR4422a, was nuclear-localized. This study also indicated a novel expression pattern of miR390 in soybean. Our approach identified potential key regulators and provided vital spatial information towards understanding the regulatory circuits in the SAM of soybean during shoot development.
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Affiliation(s)
- Chui E Wong
- ARC Centre of Excellence for Integrative Legume Research, Faculty of Land and Food Resources, The University of Melbourne, Parkville, Victoria, 3010, Australia
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Moon J, Hake S. How a leaf gets its shape. CURRENT OPINION IN PLANT BIOLOGY 2011; 14:24-30. [PMID: 20870452 DOI: 10.1016/j.pbi.2010.08.012] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Accepted: 08/30/2010] [Indexed: 05/20/2023]
Abstract
Leaves are formed from a group of initial cells within the meristem. One of the earliest markers of leaf initiation is the down-regulation of KNOX genes in initial cells. Polar auxin activity, MYB and LOB domain transcription factors function to keep KNOX out of the initiating leaf. If KNOX genes are expressed in initial cells, leaves fail to form. As the leaf grows away from the meristem, its shape is determined by growth in three axes, proximal-distal, abaxial-adaxial and medial-lateral. HD-ZIPIII, KANADI and the small RNA pathway play a significant role in the latter two axes. KNOX proteins play a role in the proximal-distal axis. Although genetic networks are conserved between monocots and dicots, the outcome in leaf shape often differs.
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Affiliation(s)
- Jihyun Moon
- Plant Gene Expression Center, USDA-ARS, University of California, Berkeley, 800 Buchanan St, Albany, CA 94710, USA
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46
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Miquel M, López-Ribera I, Ràmia M, Casillas S, Barbadilla A, Vicient CM. MASISH: a database for gene expression in maize seeds. Bioinformatics 2011; 27:435-6. [PMID: 21134893 DOI: 10.1093/bioinformatics/btq654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
UNLABELLED Grass seeds are complex organs composed by multiple tissues and cell types that develop coordinately to produce a viable embryo. The identification of genes involved in seed development is of great interest, but systematic spatial analyses of gene expression on maize seeds at the cell level have not yet been performed. MASISH is an online database holding information for gene expression spatial patterns in maize seeds based on in situ hybridization experiments. The web-based query interface allows the execution of gene queries and provides hybridization images, published references and information of the analyzed genes. AVAILABILITY http://masish.uab.cat/.
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Affiliation(s)
- M Miquel
- Department of Molecular Genetics, Centre for Research in Agricultural Genomics, CSIC (IRTA-UAB), Jordi Girona, 18, 08034 Barcelona, Spain
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Chen C, Farmer AD, Langley RJ, Mudge J, Crow JA, May GD, Huntley J, Smith AG, Retzel EF. Meiosis-specific gene discovery in plants: RNA-Seq applied to isolated Arabidopsis male meiocytes. BMC PLANT BIOLOGY 2010; 10:280. [PMID: 21167045 PMCID: PMC3018465 DOI: 10.1186/1471-2229-10-280] [Citation(s) in RCA: 104] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2010] [Accepted: 12/17/2010] [Indexed: 05/18/2023]
Abstract
BACKGROUND Meiosis is a critical process in the reproduction and life cycle of flowering plants in which homologous chromosomes pair, synapse, recombine and segregate. Understanding meiosis will not only advance our knowledge of the mechanisms of genetic recombination, but also has substantial applications in crop improvement. Despite the tremendous progress in the past decade in other model organisms (e.g., Saccharomyces cerevisiae and Drosophila melanogaster), the global identification of meiotic genes in flowering plants has remained a challenge due to the lack of efficient methods to collect pure meiocytes for analyzing the temporal and spatial gene expression patterns during meiosis, and for the sensitive identification and quantitation of novel genes. RESULTS A high-throughput approach to identify meiosis-specific genes by combining isolated meiocytes, RNA-Seq, bioinformatic and statistical analysis pipelines was developed. By analyzing the studied genes that have a meiosis function, a pipeline for identifying meiosis-specific genes has been defined. More than 1,000 genes that are specifically or preferentially expressed in meiocytes have been identified as candidate meiosis-specific genes. A group of 55 genes that have mitochondrial genome origins and a significant number of transposable element (TE) genes (1,036) were also found to have up-regulated expression levels in meiocytes. CONCLUSION These findings advance our understanding of meiotic genes, gene expression and regulation, especially the transcript profiles of MGI genes and TE genes, and provide a framework for functional analysis of genes in meiosis.
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Affiliation(s)
- Changbin Chen
- Department of Horticultural Science, University of Minnesota, 1970 Folwell Avenue, St. Paul, MN 55108, USA
| | - Andrew D Farmer
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
| | - Raymond J Langley
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
- Immunology, Lovelace Respiratory Research Institute, 2425 Ridgecrest Drive SE, Albuquerque, NM 87108, USA
| | - Joann Mudge
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
| | - John A Crow
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
| | - Gregory D May
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
| | - James Huntley
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
- Illumina Inc., Hayward, California 94545, USA
| | - Alan G Smith
- Department of Horticultural Science, University of Minnesota, 1970 Folwell Avenue, St. Paul, MN 55108, USA
| | - Ernest F Retzel
- National Center for Genome Resources, 2935 Rodeo Park Drive E., Santa Fe, NM 87505, USA
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Woodward JB, Abeydeera ND, Paul D, Phillips K, Rapala-Kozik M, Freeling M, Begley TP, Ealick SE, McSteen P, Scanlon MJ. A maize thiamine auxotroph is defective in shoot meristem maintenance. THE PLANT CELL 2010; 22:3305-17. [PMID: 20971897 PMCID: PMC2990124 DOI: 10.1105/tpc.110.077776] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2010] [Revised: 08/27/2010] [Accepted: 09/25/2010] [Indexed: 05/18/2023]
Abstract
Plant shoots undergo organogenesis throughout their life cycle via the perpetuation of stem cell pools called shoot apical meristems (SAMs). SAM maintenance requires the coordinated equilibrium between stem cell division and differentiation and is regulated by integrated networks of gene expression, hormonal signaling, and metabolite sensing. Here, we show that the maize (Zea mays) mutant bladekiller1-R (blk1-R) is defective in leaf blade development and meristem maintenance and exhibits a progressive reduction in SAM size that results in premature shoot abortion. Molecular markers for stem cell maintenance and organ initiation reveal that both of these meristematic functions are progressively compromised in blk1-R mutants, especially in the inflorescence and floral meristems. Positional cloning of blk1-R identified a predicted missense mutation in a highly conserved amino acid encoded by thiamine biosynthesis2 (thi2). Consistent with chromosome dosage studies suggesting that blk1-R is a null mutation, biochemical analyses confirm that the wild-type THI2 enzyme copurifies with a thiazole precursor to thiamine, whereas the mutant enzyme does not. Heterologous expression studies confirm that THI2 is targeted to chloroplasts. All blk1-R mutant phenotypes are rescued by exogenous thiamine supplementation, suggesting that blk1-R is a thiamine auxotroph. These results provide insight into the role of metabolic cofactors, such as thiamine, during the proliferation of stem and initial cell populations.
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Affiliation(s)
- John B. Woodward
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
| | | | - Debamita Paul
- Department of Chemistry, Cornell University, Ithaca, New York 14853
| | - Kimberly Phillips
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Maria Rapala-Kozik
- Faculty of Biochemistry, Biophysics, and Biotechnology, Jagiellonian University, Krakow 30-387, Poland
| | - Michael Freeling
- Department of Plant and Microbial Biology, University of California, Berkeley, California 94704
| | - Tadhg P. Begley
- Department of Chemistry, Texas A&M University, College Station, Texas 77842
| | - Steven E. Ealick
- Department of Chemistry, Cornell University, Ithaca, New York 14853
| | - Paula McSteen
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Michael J. Scanlon
- Department of Plant Biology, Cornell University, Ithaca, New York 14853
- Address correspondence to
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Hacquard S, Delaruelle C, Legué V, Tisserant E, Kohler A, Frey P, Martin F, Duplessis S. Laser capture microdissection of uredinia formed by Melampsora larici-populina revealed a transcriptional switch between biotrophy and sporulation. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2010; 23:1275-86. [PMID: 20831407 DOI: 10.1094/mpmi-05-10-0111] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
The foliar rust caused by the basidiomycete Melampsora larici-populina is the main disease affecting poplar plantations in Europe. The biotrophic status of rust fungi is a major limitation to study gene expression of cell or tissue types during host infection. At the uredinial stage, infected poplar leaves contain distinct rust tissues such as haustoria, infection hyphae, and uredinia with sporogenous hyphae and newly formed asexual urediniospores. Laser capture microdissection (LCM) was used to isolate three areas corresponding to uredinia and subjacent zones in the host mesophyll for expression analysis with M. larici-populina whole-genome exon oligoarrays. Optimization of tissue preparation prior to LCM allowed isolation of RNA of good integrity for genome-wide expression profiling. Our results indicate that the poplar rust uredinial stage is marked by distinct genetic programs related to biotrophy in the host palisade mesophyll and to sporulation in the uredinium. A strong induction of transcripts encoding small secreted proteins, likely containing rust effectors, is observed in the mesophyll, suggesting a late maintenance of suppression of host defense in the tissue containing haustoria and infection hyphae. On the other hand, cell cycle and cell defense rescue transcripts are strongly accumulated in the sporulation area. This combined LCM-transcriptomic approach brings new insights on the molecular mechanisms underlying urediniospore formation in rust fungi.
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Affiliation(s)
- Stéphane Hacquard
- Unité Mixte de Recherche 1136 INRA/Nancy Université Interactions Arbres/Micro-organismes, Champenoux, France
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50
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Morse AM, Carballo V, Baldwin DA, Taylor CG, McIntyre LM. Comparison between NuGEN's WT-Ovation Pico and one-direct amplification systems. J Biomol Tech 2010; 21:141-147. [PMID: 20808643 PMCID: PMC2922837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Differential gene expression between groups of homogenous cell types is a biological question whose time has come. RNA can be extracted from small numbers of cells, such as those isolated by laser-capture microdissection, but the small amounts obtained often require amplification to enable whole genome transcriptome profiling by technologies such as microarray analysis and RNA-seq. Recently, advances in amplification procedures make amplification directly from whole cell lysates possible. The aim of this study was to compare two amplification systems for variations in observed RNA abundance attributable to the amplification procedure for use with small quantities of cells isolated by laser-capture microdissection. Arabidopsis root cells undergoing giant cell formation as a result of nematode infestation and uninfested control root cells were laser-captured and used to evaluate two amplification systems. One, NuGEN's WT-Ovation Pico (Pico) amplification system, uses total RNA as starting material, and the other, NuGEN's WT-One-Direct (One-Direct) amplification system, uses lysate containing the captured cells. The reproducibility of whole genome transcript profiling and correlations of both systems were investigated after microarray analysis. The One-Direct system was less reproducible and more variable than the Pico system. The Pico amplification kit resulted in the detection of thousands of differentially expressed genes between giant cells and control cells. This is in marked contrast to the relatively few genes detected after amplification with the One-Direct amplification kit.
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Affiliation(s)
- Alison M. Morse
- Department of Molecular Genetics and Microbiology and
- the Genetics Institute, University of Florida, Gainesville, Florida 32611, USA
| | | | - Donald A. Baldwin
- Penn Microarray Facility, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; and
| | | | - Lauren M. McIntyre
- Department of Molecular Genetics and Microbiology and
- the Genetics Institute, University of Florida, Gainesville, Florida 32611, USA
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