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Mei X, Zhu K, Yan D, Jia H, Luo W, Ye J, Deng X. Developing a simple and rapid method for cell-specific transcriptome analysis through laser microdissection: insights from citrus rind with broader implications. PLANT METHODS 2024; 20:113. [PMID: 39068421 PMCID: PMC11282741 DOI: 10.1186/s13007-024-01242-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 07/18/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND With the rapid development of single-cell sequencing technology, histological studies are no longer limited to conventional homogenized tissues. Laser microdissection enables the accurate isolation of specific tissues or cells, and when combined with next-generation sequencing, it can reveal important biological processes at the cellular level. However, traditional laser microdissection techniques have often been complicated and time-consuming, and the quality of the RNA extracted from the collected samples has been inconsistent, limiting follow-up studies. Therefore, an improved, simple, and efficient laser microdissection method is urgently needed. RESULTS We omitted the sample fixation and cryoprotectant addition steps. Instead, fresh samples were embedded in Optimal Cutting Temperature medium within 1.5 ml centrifuge tube caps, rapidly frozen with liquid nitrogen, and immediately subjected to cryosectioning. A series of section thicknesses of citrus rind were tested for RNA extraction, which showed that 18 μm thickness yielded the highest quality RNA. By shortening the dehydration time to one minute per ethanol gradient and omitting the tissue clearing step, the resulting efficient dehydration and preserved morphology ensured high-quality RNA extraction. We also propose a set of laser microdissection parameters by adjusting the laser power to optimal values, reducing the aperture size, and lowering the pulse frequency. Both the epidermal and subepidermal cells from the citrus rind were collected, and RNA extraction was completed within nine hours. Using this efficient method, the transcriptome sequencing of the isolated tissues generated high-quality data with average Q30 values and mapping rates exceeding 91%. Moreover, the transcriptome analysis revealed significant differences between the cell layers, further confirming the effectiveness of our isolation approach. CONCLUSIONS We developed a simple and rapid laser microdissection method and demonstrated its effectiveness through a study based on citrus rind, from which we generated high-quality transcriptomic data. This fast and efficient method of cell isolation, combined with transcriptome sequencing not only contributes to precise histological studies at the cellular level in citrus but also provides a promising approach for cell-specific transcriptome analysis in a broader range of other plant tissues.
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Affiliation(s)
- Xuehan Mei
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Kaijie Zhu
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Danni Yan
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Huihui Jia
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Wangyao Luo
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Junli Ye
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Xiuxin Deng
- National Key Lab for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, 430070, Hubei, China.
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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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Trimmer KA, Zhao P, Seemann J, Chen SY, Mondal S, Ben-Yakar A, Arur S. Spatial single-cell sequencing of meiosis I arrested oocytes indicates acquisition of maternal transcripts from the soma. Cell Rep 2023; 42:112544. [PMID: 37227820 PMCID: PMC10592488 DOI: 10.1016/j.celrep.2023.112544] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 03/08/2023] [Accepted: 05/04/2023] [Indexed: 05/27/2023] Open
Abstract
Maternal RNAs are stored from minutes to decades in oocytes throughout meiosis I arrest in a transcriptionally quiescent state. Recent reports, however, propose a role for nascent transcription in arrested oocytes. Whether arrested oocytes launch nascent transcription in response to environmental or hormonal signals while maintaining the meiosis I arrest remains undetermined. We test this by integrating single-cell RNA sequencing, RNA velocity, and RNA fluorescence in situ hybridization on C. elegans meiosis I arrested oocytes. We identify transcripts that increase as the arrested meiosis I oocyte ages, but rule out extracellular signaling through ERK MAPK and nascent transcription as a mechanism for this increase. We report transcript acquisition from neighboring somatic cells as a mechanism of transcript increase during meiosis I arrest. These analyses provide a deeper view at single-cell resolution of the RNA landscape of a meiosis I arrested oocyte and as it prepares for oocyte maturation and fertilization.
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Affiliation(s)
- Kenneth A Trimmer
- Department of Genetics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Peisen Zhao
- Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX 78712, USA
| | - Jacob Seemann
- Department of Genetics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Shin-Yu Chen
- Department of Genetics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sudip Mondal
- Department of Mechanical Engineering, University of Texas at Austin, Austin, TX 78712, USA
| | - Adela Ben-Yakar
- Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX 78712, USA; Department of Mechanical Engineering, University of Texas at Austin, Austin, TX 78712, USA
| | - Swathi Arur
- Department of Genetics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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Pires RC, Ferro A, Capote T, Usié A, Correia B, Pinto G, Menéndez E, Marum L. Laser Microdissection of Woody and Suberized Plant Tissues for RNA-Seq Analysis. Mol Biotechnol 2023; 65:419-432. [PMID: 35976558 DOI: 10.1007/s12033-022-00542-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 07/05/2022] [Indexed: 10/15/2022]
Abstract
An accurate profile of gene expression at a cellular level can contribute to a better understanding of biological processes and complexities involved in regulatory mechanism of woody plants. Laser microdissection is one technique that allows isolation of specific, target cells or tissue from a heterogeneous cell population. This technique entails microscopic visualization of the selected tissue and use a laser beam to separate the desired cells from surrounding tissue. Initial identification of these cells is made based on morphology and/or histological staining. Some works have been made in several tissues and plant models. However, there are few studies of laser microdissection application in woody species, particularly, lignified and suberized cells. Moreover, the presence of high level of suberin in cell walls can be a big challenge for the application of this approach. In our study it was developed a technique for tissue isolation, using laser microdissection of four different plant cell types (phellogen, lenticels, cortex and xylem) from woody tissues of cork oak (Quercus suber), followed by RNA extraction and RNA-Seq. We tested several methodologies regarding laser microdissection, cryostat equipments, fixation treatments, duration of single-cells collection and number of isolated cells by laser microdissection and RNA extraction procedures. A simple and efficient protocol for tissue isolation by laser microdissection and RNA purification was obtained, with a final method validation of RNA-Seq analysis. The optimized methodology combining RNA-Seq for expression analysis will contribute to elucidate the molecular pathways associated with different development processes of the xylem and phellem in oaks, including the lenticular channels formation.
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Affiliation(s)
- Rita Costa Pires
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal
| | - Ana Ferro
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal.,MED - Mediterranean Institute for Agriculture, Environment and Development, CEBAL - Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo, 7801-908, Beja, Portugal.,Center for Genomics and Systems Biology, New York University Abu Dhabi, NYUAD Campus, 129188, Abu Dhabi, United Arab Emirates
| | - Tiago Capote
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal.,MED - Mediterranean Institute for Agriculture, Environment and Development, CEBAL - Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo, 7801-908, Beja, Portugal.,Center for Genomics and Systems Biology, New York University Abu Dhabi, NYUAD Campus, 129188, Abu Dhabi, United Arab Emirates
| | - Ana Usié
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal.,MED - Mediterranean Institute for Agriculture, Environment and Development & CHANGE - Global Change and Sustainability Institute, CEBAL - Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo, 7801-908, Beja, Portugal
| | - Bárbara Correia
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal.,B-hive Innovations Ltd., Boole Technology Centre, Beevor Street, Lincoln, LN6 7DJ, UK
| | - Glória Pinto
- Department of Biology, Centre for Environmental and Marine Studies (CESAM), University of Aveiro, 3810-193, Aveiro, Portugal
| | - Esther Menéndez
- MED-Mediterranean Institute for Agriculture, Environment and Development & CHANGE - Global Change and Sustainability Institute, Institute for Advanced Studies and Research (IIFA), University of Évora, Polo da Mitra, Ap. 94, 7006-554, Évora, Portugal.,Department of Microbiology and Genetics/CIALE, Universidad de Salamanca, 37007, Salamanca, Spain
| | - Liliana Marum
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), 7801-908, Beja, Portugal. .,MED - Mediterranean Institute for Agriculture, Environment and Development & CHANGE - Global Change and Sustainability Institute, CEBAL - Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo, 7801-908, Beja, Portugal.
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Simple and Economical Extraction of Viral RNA and Storage at Ambient Temperature. Microbiol Spectr 2022; 10:e0085922. [PMID: 35647876 PMCID: PMC9241768 DOI: 10.1128/spectrum.00859-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
RNA extraction is essential for the molecular detection of common viral pathogens. However, available extraction methods and the need for ultra-cold storage limit molecular testing in resource-constrained settings. Herein, we describe the development of an economical RNAExtraction and Storage (RNAES) protocol that eliminates requirements for instrumentation, expensive materials, and preserved cold chain. Through an iterative process, we optimized viral lysis and RNA binding to and elution from glass fiber membranes included in simple RNAES packets. Efficient viral lysis was achieved with a nontoxic buffer containing sucrose, KCl, proteinase K, and carrier RNA. Viral RNA binding to glass fiber membranes was concentration dependent across seven orders of magnitude (4.0–10.0 log10 copies/μL) and significantly increased with an acidic arginine binding buffer. For the clinical evaluation, 36 dengue virus (DENV)-positive serum samples were extracted in duplicate with the optimized RNAES protocol and once in an EMAG instrument (bioMérieux). DENV RNA was successfully extracted from 71/72 replicates (98.6%) in the RNAES protocol, and real-time RT-PCR cycle threshold (CT) values correlated between extraction methods. DENV RNA, extracted from clinical samples, was stable when stored on dried RNAES membranes at ambient temperature for up to 35 days, with median eluate RNA concentration decreasing by 0.18 and 0.29 log10 copies/μL between day 0 and days 7 and 35, respectively. At a cost of $0.08/sample, RNAES packets address key limitations to available protocols and may increase capacity for molecular detection of RNA viruses. IMPORTANCE RNA extraction methods and ultra-cold storage requirements limit molecular testing for common viruses. We developed a simple, flexible, and economical method that simultaneously addresses these limitations. At $0.08/sample, the new RNAExtraction and Storage (RNAES) protocol successfully extracted viral RNA from acute-phase sera and provided stable, ambient-temperature RNA storage for 35 days. Using this approach, we expect to improve RNA virus detection and outbreak response in resource-constrained settings.
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Anjam MS, Siddique S, Marhavy P. RNA Isolation from Nematode-Induced Feeding Sites in Arabidopsis Roots Using Laser Capture Microdissection. Methods Mol Biol 2022; 2494:313-324. [PMID: 35467217 DOI: 10.1007/978-1-0716-2297-1_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Nematodes are diverse multicellular organisms that are most abundantly found in the soil. Most nematodes are free-living and feed on a range of organisms. Based on their feeding habits, soil nematodes can be classified into four groups: bacterial, omnivorous, fungal, and plant-feeding. Plant-parasitic nematodes (PPNs) are a serious threat to global food security, causing substantial losses to the agricultural sector. Root-knot and cyst nematodes are the most important of PPNs, significantly limiting the yield of commercial crops such as sugar beet, mustard, and cauliflower. The life cycle of these nematodes consists of four molting stages (J1-J4) that precede adulthood. Nonetheless, only second-stage juveniles (J2), which hatch from eggs, are infective worms that can parasitize the host's roots. The freshly hatched juveniles (J2) of beet cyst nematode, Heterodera schachtii, establish a permanent feeding site inside the roots of the host plant. A cocktail of proteinaceous secretions is injected into a selected cell which later develops into a syncytium via local cell wall dissolution of several hundred neighboring cells. The formation of syncytium is accompanied by massive transcriptional, metabolic, and proteomic changes inside the host tissues. It creates a metabolic sink in which solutes are translocated to feed the nematodes throughout their life cycle. Deciphering the molecular signaling cascades during syncytium establishment is thus essential in studying the plant-nematode interactions and ensuring sustainability in agricultural practices. However, isolating RNA, protein, and metabolites from syncytial cells remains challenging. Extensive use of laser capture microdissection (LCM) in animal and human tissues has shown this approach to be a powerful technique for isolating a single cell from complex tissues. Here, we describe a simplified protocol for Arabidopsis-Heterodera schachtii infection assays, which is routinely applied in several plant-nematode laboratories. Next, we provide a detailed protocol for isolating high-quality RNA from syncytial cells induced by Heterodera schachtii in the roots of Arabidopsis thaliana plants.
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Affiliation(s)
- Muhammad Shahzad Anjam
- Umeå Plant Science Centre (UPSC), Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
- Institute of Molecular Biology and Biotechnology (IMBB), Bahauddin Zakariya University, Multan, Pakistan
| | - Shahid Siddique
- Department of Entomology and Nematology, University of California, Davis, CA, USA
| | - Peter Marhavy
- Umeå Plant Science Centre (UPSC), Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden.
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7
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Filipecki M, Żurczak M, Matuszkiewicz M, Święcicka M, Kurek W, Olszewski J, Koter MD, Lamont D, Sobczak M. Profiling the Proteome of Cyst Nematode-Induced Syncytia on Tomato Roots. Int J Mol Sci 2021; 22:ijms222212147. [PMID: 34830029 PMCID: PMC8625192 DOI: 10.3390/ijms222212147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/05/2021] [Accepted: 11/07/2021] [Indexed: 02/06/2023] Open
Abstract
Cyst nematodes are important herbivorous pests in agriculture that obtain nutrients through specialized root structures termed syncytia. Syncytium initiation, development, and functioning are a research focus because syncytia are the primary interface for molecular interactions between the host plant and parasite. The small size and complex development (over approximately two weeks) of syncytia hinder precise analyses, therefore most studies have analyzed the transcriptome of infested whole-root systems or syncytia-containing root segments. Here, we describe an effective procedure to microdissect syncytia induced by Globodera rostochiensis from tomato roots and to analyze the syncytial proteome using mass spectrometry. As little as 15 mm2 of 10-µm-thick sections dissected from 30 syncytia enabled the identification of 100–200 proteins in each sample, indicating that mass-spectrometric methods currently in use achieved acceptable sensitivity for proteome profiling of microscopic samples of plant tissues (approximately 100 µg). Among the identified proteins, 48 were specifically detected in syncytia and 7 in uninfected roots. The occurrence of approximately 50% of these proteins in syncytia was not correlated with transcript abundance estimated by quantitative reverse-transcription PCR analysis. The functional categories of these proteins confirmed that protein turnover, stress responses, and intracellular trafficking are important components of the proteome dynamics of developing syncytia.
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Affiliation(s)
- Marcin Filipecki
- Department of Plant Genetics, Breeding and Biotechnology, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ż.); (M.M.); (M.D.K.)
- Correspondence: ; Tel.: +48-22-5932171
| | - Marek Żurczak
- Department of Plant Genetics, Breeding and Biotechnology, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ż.); (M.M.); (M.D.K.)
| | - Mateusz Matuszkiewicz
- Department of Plant Genetics, Breeding and Biotechnology, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ż.); (M.M.); (M.D.K.)
| | - Magdalena Święcicka
- Department of Botany, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ś.); (W.K.); (M.S.)
| | - Wojciech Kurek
- Department of Botany, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ś.); (W.K.); (M.S.)
| | - Jarosław Olszewski
- Veterinary Research Centre, Centre for Biomedicine Research, Centre for Regenerative Medicine, Department of Large Animal Diseases and Clinic, Institute for Veterinary Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797 Warsaw, Poland;
| | - Marek Daniel Koter
- Department of Plant Genetics, Breeding and Biotechnology, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ż.); (M.M.); (M.D.K.)
| | - Douglas Lamont
- ‘FingerPrints’ Proteomics Facility, College of Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH, UK;
| | - Mirosław Sobczak
- Department of Botany, Institute of Biology, Faculty of Biology and Biotechnology, Warsaw University of Life Sciences, Nowoursynowska 159, 02-776 Warsaw, Poland; (M.Ś.); (W.K.); (M.S.)
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ENHANCED GRAVITROPISM 2 encodes a STERILE ALPHA MOTIF-containing protein that controls root growth angle in barley and wheat. Proc Natl Acad Sci U S A 2021; 118:2101526118. [PMID: 34446550 PMCID: PMC8536364 DOI: 10.1073/pnas.2101526118] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
To date, the potential of utilizing root traits in plant breeding remains largely untapped. In this study, we cloned and characterized the ENHANCED GRAVITROPISM2 (EGT2) gene of barley that encodes a STERILE ALPHA MOTIF domain–containing protein. We demonstrated that EGT2 is a key gene of root growth angle regulation in response to gravity, which is conserved in barley and wheat and could be a promising target for crop improvement in cereals. The root growth angle defines how roots grow toward the gravity vector and is among the most important determinants of root system architecture. It controls water uptake capacity, nutrient use efficiency, stress resilience, and, as a consequence, yield of crop plants. We demonstrated that the egt2 (enhanced gravitropism 2) mutant of barley exhibits steeper root growth of seminal and lateral roots and an auxin-independent higher responsiveness to gravity compared to wild-type plants. We cloned the EGT2 gene by a combination of bulked-segregant analysis and whole genome sequencing. Subsequent validation experiments by an independent CRISPR/Cas9 mutant allele demonstrated that egt2 encodes a STERILE ALPHA MOTIF domain–containing protein. In situ hybridization experiments illustrated that EGT2 is expressed from the root cap to the elongation zone. We demonstrated the evolutionary conserved role of EGT2 in root growth angle control between barley and wheat by knocking out the EGT2 orthologs in the A and B genomes of tetraploid durum wheat. By combining laser capture microdissection with RNA sequencing, we observed that seven expansin genes were transcriptionally down-regulated in the elongation zone. This is consistent with a role of EGT2 in this region of the root where the effect of gravity sensing is executed by differential cell elongation. Our findings suggest that EGT2 is an evolutionary conserved regulator of root growth angle in barley and wheat that could be a valuable target for root-based crop improvement strategies in cereals.
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Serrano-Ron L, Cabrera J, Perez-Garcia P, Moreno-Risueno MA. Unraveling Root Development Through Single-Cell Omics and Reconstruction of Gene Regulatory Networks. FRONTIERS IN PLANT SCIENCE 2021; 12:661361. [PMID: 34017350 PMCID: PMC8129646 DOI: 10.3389/fpls.2021.661361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 03/25/2021] [Indexed: 05/30/2023]
Abstract
Over the last decades, research on postembryonic root development has been facilitated by "omics" technologies. Among these technologies, microarrays first, and RNA sequencing (RNA-seq) later, have provided transcriptional information on the underlying molecular processes establishing the basis of System Biology studies in roots. Cell fate specification and development have been widely studied in the primary root, which involved the identification of many cell type transcriptomes and the reconstruction of gene regulatory networks (GRN). The study of lateral root (LR) development has not been an exception. However, the molecular mechanisms regulating cell fate specification during LR formation remain largely unexplored. Recently, single-cell RNA-seq (scRNA-seq) studies have addressed the specification of tissues from stem cells in the primary root. scRNA-seq studies are anticipated to be a useful approach to decipher cell fate specification and patterning during LR formation. In this review, we address the different scRNA-seq strategies used both in plants and animals and how we could take advantage of scRNA-seq to unravel new regulatory mechanisms and reconstruct GRN. In addition, we discuss how to integrate scRNA-seq results with previous RNA-seq datasets and GRN. We also address relevant findings obtained through single-cell based studies and how LR developmental studies could be facilitated by scRNA-seq approaches and subsequent GRN inference. The use of single-cell approaches to investigate LR formation could help to decipher fundamental biological mechanisms such as cell memory, synchronization, polarization, or pluripotency.
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Affiliation(s)
| | | | | | - Miguel A. Moreno-Risueno
- Centro de Biotecnología y Genómica de Plantas (Universidad Politécnica de Madrid–Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria), Campus de Montegancedo, Pozuelo de Alarcón, Madrid, Spain
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Velada I, Menéndez E, Teixeira RT, Cardoso H, Peixe A. Laser Microdissection of Specific Stem-Base Tissue Types from Olive Microcuttings for Isolation of High-Quality RNA. BIOLOGY 2021; 10:biology10030209. [PMID: 33801829 PMCID: PMC7999021 DOI: 10.3390/biology10030209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 03/05/2021] [Accepted: 03/08/2021] [Indexed: 01/22/2023]
Abstract
Simple Summary Only a small portion of the stem cells participate in the process of adventitious root formation and the cells/tissues types involved in this process is species-dependent. In olive, it is still unclear which type of cells acquire competence for rooting. Regardless, the entire stem nodal segment (containing a mixture of distinct cell types) continues to be used in studies related to the molecular mechanisms underlying this process. Laser microdissection (LM) technology has been applied to isolate specific tissue and cell types. However, it is difficult to find a standard LM protocol suitable for all plant species and cell types and, thus, LM procedures must be developed and optimized for each particular tissue. In this study, we aimed to evaluate the efficiency of a LM protocol in olive microcuttings stem-base samples. This work presents a simple, rapid and efficient LM procedure for harvesting specific tissue types used for further high-quality RNA isolation. This will encourage future cell type-specific transcriptomic studies, contributing at deciphering rooting-competent cells in olive stems and to better understand the molecular mechanisms underlying the process of adventitious root formation. Abstract Higher plants are composed of different tissue and cell types. Distinct cells host different biochemical and physiological processes which is reflected in differences in gene expression profiles, protein and metabolite levels. When omics are to be carried out, the information provided by a specific cell type can be diluted and/or masked when using a mixture of distinct cells. Thus, studies performed at the cell- and tissue-type level are gaining increasing interest. Laser microdissection (LM) technology has been used to isolate specific tissue and cell types. However, this technology faces some challenges depending on the plant species and tissue type under analysis. Here, we show for the first time a LM protocol that proved to be efficient for harvesting specific tissue types (phloem, cortex and epidermis) from olive stem nodal segments and obtaining RNA of high quality. This is important for future transcriptomic studies to identify rooting-competent cells. Here, nodal segments were flash-frozen in liquid nitrogen-cooled isopentane and cryosectioned. Albeit the lack of any fixatives used to preserve samples’ anatomy, cryosectioned sections showed tissues with high morphological integrity which was comparable with that obtained with the paraffin-embedding method. Cells from the phloem, cortex and epidermis could be easily distinguished and efficiently harvested by LM. Total RNA isolated from these tissues exhibited high quality with RNA Quality Numbers (determined by a Fragment Analyzer System) ranging between 8.1 and 9.9. This work presents a simple, rapid and efficient LM procedure for harvesting specific tissue types of olive stems and obtaining high-quality RNA.
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Affiliation(s)
- Isabel Velada
- MED—Mediterranean Institute for Agriculture, Environment and Development, Institute for Advanced Studies and Research, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal; (E.M.); (H.C.)
- Correspondence:
| | - Esther Menéndez
- MED—Mediterranean Institute for Agriculture, Environment and Development, Institute for Advanced Studies and Research, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal; (E.M.); (H.C.)
| | - Rita Teresa Teixeira
- BioISI—Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal;
| | - Hélia Cardoso
- MED—Mediterranean Institute for Agriculture, Environment and Development, Institute for Advanced Studies and Research, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal; (E.M.); (H.C.)
| | - Augusto Peixe
- MED—Mediterranean Institute for Agriculture, Environment and Development and Departamento de Fitotecnia, Escola de Ciências e Tecnologia, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
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Mounier T, Navarro-Sanz S, Bureau C, Antoine L, Varoquaux F, Durandet F, Périn C. A fast, efficient and high-throughput procedure involving laser microdissection and RT droplet digital PCR for tissue-specific expression profiling of rice roots. BMC Mol Cell Biol 2020; 21:92. [PMID: 33302866 PMCID: PMC7727186 DOI: 10.1186/s12860-020-00312-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 09/10/2020] [Indexed: 11/22/2022] Open
Abstract
Background In rice, the cortex and outer tissues play a key role in submergence tolerance. The cortex differentiates into aerenchyma, which are air-containing cavities that allow the flow of oxygen from shoots to roots, whereas exodermis suberification and sclerenchyma lignification limit oxygen loss from the mature parts of roots by forming a barrier to root oxygen loss (ROL). The genes and their networks involved in the cellular identity and differentiation of these tissues remain poorly understood. Identification and characterization of key regulators of aerenchyma and ROL barrier formation require determination of the specific expression profiles of these tissues. Results We optimized an approach combining laser microdissection (LM) and droplet digital RT-PCR (ddRT-PCR) for high-throughput identification of tissue-specific expression profiles. The developed protocol enables rapid (within 3 days) extraction of high-quality RNA from root tissues with a low contamination rate. We also demonstrated the possibility of extracting RNAs from paraffin blocks stored at 4 °C without any loss of quality. We included a detailed troubleshooting guide that should allow future users to adapt the proposed protocol to other tissues and/or species. We demonstrated that our protocol, which combines LM with ddRT-PCR, can be used as a complementary tool to in situ hybridization for tissue-specific characterization of gene expression even with a low RNA concentration input. We illustrated the efficiency of the proposed approach by validating three of four potential tissue-specific candidate genes detailed in the RiceXpro database. Conclusion The detailed protocol and the critical steps required to optimize its use for other species will democratize tissue-specific transcriptome approaches combining LM with ddRT-PCR for analyses of plants.
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Affiliation(s)
- Thibault Mounier
- CIRAD, UMR-AGAP, Université de Montpellier, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Sergi Navarro-Sanz
- CIRAD, UMR-AGAP, Université de Montpellier, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Charlotte Bureau
- CIRAD, UMR-AGAP, Université de Montpellier, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Lefeuvre Antoine
- IAGE Company, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Fabrice Varoquaux
- CIRAD, UMR-AGAP, Université de Montpellier, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Franz Durandet
- IAGE Company, Avenue Agropolis, F-34398, Montpellier Cedex 5, France
| | - Christophe Périn
- CIRAD, UMR-AGAP, Université de Montpellier, Avenue Agropolis, F-34398, Montpellier Cedex 5, France.
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Barcala M, Fenoll C, Escobar C. Laser Microdissection of Cells and Isolation of High-Quality RNA After Cryosectioning. Methods Mol Biol 2020; 2170:35-43. [PMID: 32797449 DOI: 10.1007/978-1-0716-0743-5_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Laser capture microdissection (LCM) has become a powerful technique that allows analyzing gene expression in specific target cells from complex tissues. Widely used in animal research, still few studies on plants have been carried out. We have applied this technique to the plant-nematode interaction by isolating feeding cells (giant cells; GCs) immersed inside complex swelled root structures (galls) induced by root-knot nematodes. For this purpose, a protocol that combines good morphology preservation with RNA integrity maintenance was developed, and successfully applied to Arabidopsis and tomato galls. Specifically, early developing GCs at 3 and 7 days post-infection (dpi) were analyzed; RNA from LCM GCs was amplified and used successfully for microarray assays.
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Affiliation(s)
- Marta Barcala
- Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La Mancha, Toledo, Spain
- International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, 860-8555, Japan
| | - Carmen Fenoll
- Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La Mancha, Toledo, Spain
| | - Carolina Escobar
- Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La Mancha, Toledo, Spain.
- Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan.
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Anjam MS, Shah SJ, Matera C, Różańska E, Sobczak M, Siddique S, Grundler FMW. Host factors influence the sex of nematodes parasitizing roots of Arabidopsis thaliana. PLANT, CELL & ENVIRONMENT 2020; 43:1160-1174. [PMID: 32103526 DOI: 10.1111/pce.13728] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 01/15/2020] [Accepted: 01/17/2020] [Indexed: 05/23/2023]
Abstract
Plant-parasitic cyst nematodes induce hypermetabolic syncytial nurse cells in the roots of their host plants. Syncytia are their only food source. Cyst nematodes are sexually dimorphic, with their differentiation into male or female strongly influenced by host environmental conditions. Under favourable conditions with plenty of nutrients, more females develop, whereas mainly male nematodes develop under adverse conditions such as in resistant plants. Here, we developed and validated a method to predict the sex of beet cyst nematode (Heterodera schachtii) during the early stages of its parasitism in the host plant Arabidopsis thaliana. We collected root segments containing male-associated syncytia (MAS) or female-associated syncytia (FAS), isolated syncytial cells by laser microdissection, and performed a comparative transcriptome analysis. Genes belonging to categories of defence, nutrient deficiency, and nutrient starvation were over-represented in MAS as compared with FAS. Conversely, gene categories related to metabolism, modification, and biosynthesis of cell walls were over-represented in FAS. We used β-glucuronidase analysis, qRT-PCR, and loss-of-function mutants to characterize FAS- and MAS-specific candidate genes. Our results demonstrate that various plant-based factors, including immune response, nutrient availability, and structural modifications, influence the sexual fate of the cyst nematodes.
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Affiliation(s)
- Muhammad Shahzad Anjam
- Molecular Phytomedicine, Rheinische Friedrich-Wilhelms-University of Bonn, INRES, Bonn, Germany
| | - Syed Jehangir Shah
- Molecular Phytomedicine, Rheinische Friedrich-Wilhelms-University of Bonn, INRES, Bonn, Germany
| | - Christiane Matera
- Molecular Phytomedicine, Rheinische Friedrich-Wilhelms-University of Bonn, INRES, Bonn, Germany
| | - Elżbieta Różańska
- Department of Botany, Warsaw University of Life Sciences (SGGW), Warsaw, Poland
| | - Miroslaw Sobczak
- Department of Botany, Warsaw University of Life Sciences (SGGW), Warsaw, Poland
| | - Shahid Siddique
- Molecular Phytomedicine, Rheinische Friedrich-Wilhelms-University of Bonn, INRES, Bonn, Germany
- Department of Entomology and Nematology, University of California, Davis, CA, USA
| | - Florian M W Grundler
- Molecular Phytomedicine, Rheinische Friedrich-Wilhelms-University of Bonn, INRES, Bonn, Germany
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Rich-Griffin C, Stechemesser A, Finch J, Lucas E, Ott S, Schäfer P. Single-Cell Transcriptomics: A High-Resolution Avenue for Plant Functional Genomics. TRENDS IN PLANT SCIENCE 2020; 25:186-197. [PMID: 31780334 DOI: 10.1016/j.tplants.2019.10.008] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 09/30/2019] [Accepted: 10/17/2019] [Indexed: 05/19/2023]
Abstract
Plant function is the result of the concerted action of single cells in different tissues. Advances in RNA-seq technologies and tissue processing allow us now to capture transcriptional changes at single-cell resolution. The incredible potential of single-cell RNA-seq lies in the novel ability to study and exploit regulatory processes in complex tissues based on the behaviour of single cells. Importantly, the independence from reporter lines allows the analysis of any given tissue in any plant. While there are challenges associated with the handling and analysis of complex datasets, the opportunities are unique to generate knowledge of tissue functions in unprecedented detail and to facilitate the application of such information by mapping cellular functions and interactions in a plant cell atlas.
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Affiliation(s)
| | - Annika Stechemesser
- Warwick Mathematics Institute, The University of Warwick, Coventry CV4 7AL, UK
| | - Jessica Finch
- School of Life Sciences, The University of Warwick, Coventry CV4 7AL, UK
| | - Emma Lucas
- Warwick Medical School, The University of Warwick, Coventry CV4 7AL, UK
| | - Sascha Ott
- Department of Computer Science, The University of Warwick, Coventry CV4 7AL, UK.
| | - Patrick Schäfer
- School of Life Sciences, The University of Warwick, Coventry CV4 7AL, UK; Warwick Integrative Synthetic Biology Centre, The University of Warwick, Coventry CV4 7AL, UK.
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Kivivirta K, Herbert D, Lange M, Beuerlein K, Altmüller J, Becker A. A protocol for laser microdissection (LMD) followed by transcriptome analysis of plant reproductive tissue in phylogenetically distant angiosperms. PLANT METHODS 2019; 15:151. [PMID: 31889976 PMCID: PMC6913016 DOI: 10.1186/s13007-019-0536-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 12/02/2019] [Indexed: 05/11/2023]
Abstract
BACKGROUND Plant development is controlled by the action of many, often connected gene regulatory networks. Differential gene expression controlled by internal and external cues is a major driver of growth and time specific differentiation in plants. Transcriptome analysis is the state-of-the-art method to detect spatio-temporal changes in gene expression during development. Monitoring changes in gene expression at early stages or in small plant organs and tissues requires an accurate technique of tissue isolation, which subsequently results in RNA of sufficient quality and quantity. Laser-microdissection enables such accurate dissection and collection of desired tissue from sectioned material at a microscopic level for RNA extraction and subsequent downstream analyses, such as transcriptome, proteome, genome or miRNA. RESULTS A protocol for laser-microdissection, RNA extraction and RNA-seq was optimized and verified for three distant angiosperm species: Arabidopsis thaliana (Brassicaceae), Oryza sativa (Poaceae) and Eschscholzia californica (Papaveraceae). Previously published protocols were improved in processing speed by reducing the vacuum intensity and incubation time during tissue fixation and incubation time and cryoprotection and by applying adhesive tape. The sample preparation and sectioning of complex and heterogenous flowers produced adequate histological quality and subsequent RNA extraction from micro-dissected gynoecia reliably generated samples of sufficient quality and quantity on all species for RNA-seq. Expression analysis of growth stage specific A. thaliana and O. sativa transcriptomes showed distinct patterns of expression of chromatin remodelers on different time points of gynoecium morphogenesis from the initiation of development to post-meiotic stages. CONCLUSION Here we describe a protocol for plant tissue preparation, cryoprotection, cryo-sectioning, laser microdissection and RNA sample preparation for Illumina sequencing of complex plant organs from three phyletically distant plant species. We are confident that this approach is widely applicable to other plant species to enable transcriptome analysis with high spatial resolution in non-model plant species. The protocol is rapid, produces high quality sections of complex organs and results in RNA of adequate quality well suited for RNA-seq approaches. We provide detailed description of each stage of sample preparation with the quality and quantity measurements as well as an analysis of generated transcriptomes.
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Affiliation(s)
- Kimmo Kivivirta
- Institute of Botany, Justus-Liebig-University Gießen, Heinrich-Buff-Ring 38, 35392 Gießen, Germany
| | - Denise Herbert
- Institute of Botany, Justus-Liebig-University Gießen, Heinrich-Buff-Ring 38, 35392 Gießen, Germany
| | - Matthias Lange
- Institute of Botany, Justus-Liebig-University Gießen, Heinrich-Buff-Ring 38, 35392 Gießen, Germany
- Present Address: Freelance Trial Monitor and Manager for Non-Interventional Studies, Grolmanstr. 22, 10623 Berlin, Germany
| | - Knut Beuerlein
- Rudolph-Buchheim-Institute of Pharmacology, Justus-Liebig-University Gießen, Schubertstraße 81, 35392 Gießen, Germany
| | - Janine Altmüller
- Cologne Center for Genomics (CCG), University of Cologne, Weyertal 115b, 50931 Köln, Germany
| | - Annette Becker
- Institute of Botany, Justus-Liebig-University Gießen, Heinrich-Buff-Ring 38, 35392 Gießen, Germany
- Rudolph-Buchheim-Institute of Pharmacology, Justus-Liebig-University Gießen, Schubertstraße 81, 35392 Gießen, Germany
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Roth M, Florez-Rueda AM, Paris M, Städler T. Wild tomato endosperm transcriptomes reveal common roles of genomic imprinting in both nuclear and cellular endosperm. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2018; 95:1084-1101. [PMID: 29953688 DOI: 10.1111/tpj.14012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 06/01/2018] [Accepted: 06/20/2018] [Indexed: 05/06/2023]
Abstract
Genomic imprinting is a conspicuous feature of the endosperm, a triploid tissue nurturing the embryo and synchronizing angiosperm seed development. An unknown subset of imprinted genes (IGs) is critical for successful seed development and should have highly conserved functions. Recent genome-wide studies have found limited conservation of IGs among distantly related species, but there is a paucity of data from closely related lineages. Moreover, most studies focused on model plants with nuclear endosperm development, and comparisons with properties of IGs in cellular-type endosperm development are lacking. Using laser-assisted microdissection, we characterized parent-specific expression in the cellular endosperm of three wild tomato lineages (Solanum section Lycopersicon). We identified 1025 candidate IGs and 167 with putative homologs previously identified as imprinted in distantly related taxa with nuclear-type endosperm. Forty-two maternally expressed genes (MEGs) and 17 paternally expressed genes (PEGs) exhibited conserved imprinting status across all three lineages, but differences in power to assess imprinted expression imply that the actual degree of conservation might be higher than that directly estimated (20.7% for PEGs and 10.4% for MEGs). Regardless, the level of shared imprinting status was higher for PEGs than for MEGs, indicating dissimilar evolutionary trajectories. Expression-level data suggest distinct epigenetic modulation of MEGs and PEGs, and gene ontology analyses revealed MEGs and PEGs to be enriched for different functions. Importantly, our data provide evidence that MEGs and PEGs interact in modulating both gene expression and the endosperm cell cycle, and uncovered conserved cellular functions of IGs uniting taxa with cellular- and nuclear-type endosperm.
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Affiliation(s)
- Morgane Roth
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, 8092, Zurich, Switzerland
| | - Ana M Florez-Rueda
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, 8092, Zurich, Switzerland
| | - Margot Paris
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, 8092, Zurich, Switzerland
| | - Thomas Städler
- Plant Ecological Genetics, Institute of Integrative Biology & Zurich-Basel Plant Science Center, ETH Zurich, 8092, Zurich, Switzerland
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Roux B, Rodde N, Moreau S, Jardinaud MF, Gamas P. Laser Capture Micro-Dissection Coupled to RNA Sequencing: A Powerful Approach Applied to the Model Legume Medicago truncatula in Interaction with Sinorhizobium meliloti. Methods Mol Biol 2018; 1830:191-224. [PMID: 30043372 DOI: 10.1007/978-1-4939-8657-6_12] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Understanding the development of multicellular organisms requires the identification of regulators, notably transcription factors, and specific transcript populations associated with tissue differentiation. Laser capture microdissection (LCM) is one of the techniques that enable the analysis of distinct tissues or cells within an organ. Coupling this technique with RNA sequencing (RNAseq) makes it extremely powerful to obtain a genome-wide and dynamic view of gene expression. Moreover, RNA sequencing allows two or potentially more interacting organisms to be analyzed simultaneously. In this chapter, a LCM-RNAseq protocol optimized for root and symbiotic root nodule analysis is presented, using the model legume Medicago truncatula (in interaction with Sinorhizobium meliloti in the nodule samples). This includes the description of procedures for plant material fixation, embedding, and micro-dissection; it is followed by a presentation of techniques for RNA extraction and amplification, adapted for the simultaneous analysis of plant and bacterial cells in interaction or, more generally, polyadenylated and non-polyadenylated RNAs. Finally, step-by-step statistical analyses of RNAseq data are described. Those are critical for quality assessment of the whole procedure and for the identification of differentially expressed genes.
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Affiliation(s)
- Brice Roux
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
- BIAM, Université Aix-Marseille, CNRS, CEA, Saint-Paul-lez-Durance, France
| | - Nathalie Rodde
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
- CNRGV, INRA, Castanet-Tolosan, France
| | - Sandra Moreau
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Marie-Françoise Jardinaud
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
- INPT-Université de Toulouse, ENSAT, Castanet-Tolosan, France
| | - Pascal Gamas
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France.
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Tool-Driven Advances in Neuropeptide Research from a Nematode Parasite Perspective. Trends Parasitol 2017; 33:986-1002. [DOI: 10.1016/j.pt.2017.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/10/2017] [Accepted: 08/21/2017] [Indexed: 01/21/2023]
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Palomares-Rius JE, Escobar C, Cabrera J, Vovlas A, Castillo P. Anatomical Alterations in Plant Tissues Induced by Plant-Parasitic Nematodes. FRONTIERS IN PLANT SCIENCE 2017; 8:1987. [PMID: 29201038 PMCID: PMC5697168 DOI: 10.3389/fpls.2017.01987] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 11/03/2017] [Indexed: 05/08/2023]
Abstract
Plant-parasitic nematodes (PPNs) interact with plants in different ways, for example, through subtle feeding behavior, migrating destructively through infected tissues, or acting as virus-vectors for nepoviruses. They are all obligate biotrophic parasites as they derive their nutrients from living cells which they modify using pharyngeal gland secretions prior to food ingestion. Some of them can also shield themselves against plant defenses to sustain a relatively long lasting interaction while feeding. This paper is centered on cell types or organs that are newly induced in plants during PPN parasitism, including recent approaches to their study based on molecular biology combined with cell biology-histopathology. This issue has already been reviewed extensively for major PPNs (i.e., root-knot or cyst nematodes), but not for other genera (viz. Nacobbus aberrans, Rotylenchulus spp.). PPNs have evolved with plants and this co-evolution process has allowed the induction of new types of plant cells necessary for their parasitism. There are four basic types of feeding cells: (i) non-hypertrophied nurse cells; (ii) single giant cells; (iii) syncytia; and (iv) coenocytes. Variations in the structure of these cells within each group are also present between some genera depending on the nematode species viz. Meloidogyne or Rotylenchulus. This variability of feeding sites may be related in some way to PPN life style (migratory ectoparasites, sedentary ectoparasites, migratory ecto-endoparasites, migratory endoparasites, or sedentary endoparasites). Apart from their co-evolution with plants, the response of plant cells and roots are closely related to feeding behavior, the anatomy of the nematode (mainly stylet size, which could reach different types of cells in the plant), and the secretory fluids produced in the pharyngeal glands. These secretory fluids are injected through the stylet into perforated cells where they modify plant cytoplasm prior to food removal. Some species do not produce specialized feeding sites (viz. Ditylenchus, Subanguina), but may develop a specialized modification of the root system (e.g., unspecialized root galls or a profusion of roots). This review introduces new data on cell types and plant organs stimulated by PPNs using sources varying from traditional histopathology to new holistic methodologies.
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Affiliation(s)
- Juan E. Palomares-Rius
- Department of Crop Protection, Institute for Sustainable Agriculture (CSIC), Córdoba, Spain
| | - Carolina Escobar
- Plant Biotechnology and Molecular Biology Group, University of Castilla La Mancha, Toledo, Spain
| | - Javier Cabrera
- Plant Biotechnology and Molecular Biology Group, University of Castilla La Mancha, Toledo, Spain
| | | | - Pablo Castillo
- Department of Crop Protection, Institute for Sustainable Agriculture (CSIC), Córdoba, Spain
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Bevilacqua C, Ducos B. Laser microdissection: A powerful tool for genomics at cell level. Mol Aspects Med 2017; 59:5-27. [PMID: 28927943 DOI: 10.1016/j.mam.2017.09.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 09/13/2017] [Indexed: 12/18/2022]
Abstract
Laser microdissection (LM) has become widely democratized over the last fifteen years. Instruments have evolved to offer more powerful and efficient lasers as well as new options for sample collection and preparation. Technological evolutions have also focused on the post-microdissection analysis capabilities, opening up investigations in all disciplines of experimental and clinical biology, thanks to the advent of new high-throughput methods of genome analysis, including RNAseq and proteomics, now globally known as microgenomics, i.e. analysis of biomolecules at the cell level. In spite of the advances these rapidly developing methods have allowed, the workflow for sampling and collection by LM remains a critical step in insuring sample integrity in terms of histology (accurate cell identification) and biochemistry (reliable analyzes of biomolecules). In this review, we describe the sample processing as well as the strengths and limiting factors of LM applied to the specific selection of one or more cells of interest from a heterogeneous tissue. We will see how the latest developments in protocols and methods have made LM a powerful and sometimes essential tool for genomic and proteomic analyzes of tiny amounts of biomolecules extracted from few cells isolated from a complex tissue, in their physiological context, thus offering new opportunities for understanding fundamental physiological and/or patho-physiological processes.
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Affiliation(s)
- Claudia Bevilacqua
- GABI, Plateforme @BRIDGE, INRA, AgroParisTech, Université Paris-Saclay, Domaine de Vilvert, 78350 Jouy en Josas, France.
| | - Bertrand Ducos
- LPS-ENS, CNRS UMR 8550, UPMC, Université Denis Diderot, PSL Research University, 24 Rue Lhomond, 75005 Paris France; High Throughput qPCR Core Facility, IBENS, 46 Rue d'Ulm, 75005 Paris France; Laser Microdissection Facility of Montagne Sainte Geneviève, CIRB Collège de France, Place Marcellin Berthelot, 75005 Paris France.
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Kooliyottil R, Dandurand LM, Kuhl JC, Caplan A, Xiao F. Microaspiration of Solanum tuberosum root cells at early stages of infection by Globodera pallida. PLANT METHODS 2017; 13:68. [PMID: 28855955 PMCID: PMC5571573 DOI: 10.1186/s13007-017-0219-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Accepted: 08/16/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Sedentary endoparasitic cyst nematodes form a feeding structure in plant roots, called a syncytium. Syncytium formation involves extensive transcriptional modifications, which leads to cell modifications such as increased cytoplasmic streaming, enlarged nuclei, increased numbers of organelles, and replacement of a central vacuole by many small vacuoles. When whole root RNA is isolated and analyzed, transcript changes manifested in the infected plant cells are overshadowed by gene expression from cells of the entire root system. Use of microaspiration allows isolation of the content of nematode infected cells from a heterogeneous cell population. However, one challenge with this method is identifying the nematode infected cells under the microscope at early stages of infection. This problem was addressed by staining nematode juveniles with a fluorescent dye prior to infection so that the infected cells could be located and microaspirated. RESULTS In the present study, we used the fluorescent vital stain PKH26 coupled with a micro-rhizosphere chamber to locate the infected nematode Globodera pallida in Solanum tuberosum root cells. This enabled microaspiration of nematode-infected root cells during the early stages of parasitism. To study the transcriptional events occurring in these cells, an RNA isolation method from microaspirated samples was optimized, and subsequently the RNA was purified using magnetic beads. With this method, we obtained an RNA quality number of 7.8. For transcriptome studies, cDNA was synthesized from the isolated RNA and assessed by successfully amplifying several pathogenesis related protein coding genes. CONCLUSION The use of PKH26 stained nematode juveniles enabled early detection of nematode infected cells for microaspiration. To investigate transcriptional changes in low yielding RNA samples, bead-based RNA extraction procedures minimized RNA degradation and provided high quality RNA. This protocol provides a robust procedure to analyze gene expression in nematode-infected cells.
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Affiliation(s)
- Rinu Kooliyottil
- Department of Plant Soil and Entomological Sciences, University of Idaho, Moscow, ID 83844 USA
| | - Louise-Marie Dandurand
- Department of Plant Soil and Entomological Sciences, University of Idaho, Moscow, ID 83844 USA
| | - Joseph C. Kuhl
- Department of Plant Soil and Entomological Sciences, University of Idaho, Moscow, ID 83844 USA
| | - Allan Caplan
- Department of Plant Soil and Entomological Sciences, University of Idaho, Moscow, ID 83844 USA
| | - Fangming Xiao
- Department of Plant Soil and Entomological Sciences, University of Idaho, Moscow, ID 83844 USA
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22
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Giacomello S, Salmén F, Terebieniec BK, Vickovic S, Navarro JF, Alexeyenko A, Reimegård J, McKee LS, Mannapperuma C, Bulone V, Ståhl PL, Sundström JF, Street NR, Lundeberg J. Spatially resolved transcriptome profiling in model plant species. NATURE PLANTS 2017; 3:17061. [PMID: 28481330 DOI: 10.1038/nplants.2017.61] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Accepted: 03/31/2017] [Indexed: 05/08/2023]
Abstract
Understanding complex biological systems requires functional characterization of specialized tissue domains. However, existing strategies for generating and analysing high-throughput spatial expression profiles were developed for a limited range of organisms, primarily mammals. Here we present the first available approach to generate and study high-resolution, spatially resolved functional profiles in a broad range of model plant systems. Our process includes high-throughput spatial transcriptome profiling followed by spatial gene and pathway analyses. We first demonstrate the feasibility of the technique by generating spatial transcriptome profiles from model angiosperms and gymnosperms microsections. In Arabidopsis thaliana we use the spatial data to identify differences in expression levels of 141 genes and 189 pathways in eight inflorescence tissue domains. Our combined approach of spatial transcriptomics and functional profiling offers a powerful new strategy that can be applied to a broad range of plant species, and is an approach that will be pivotal to answering fundamental questions in developmental and evolutionary biology.
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Affiliation(s)
- Stefania Giacomello
- Division of Gene Technology, School of Biotechnology, KTH Royal Institute of Technology, Science for Life Laboratory, 17165 Solna, Sweden
- Department of Biochemistry and Biophysics, Stockholm University, Science for Life Laboratory, 17165 Solna, Sweden
| | - Fredrik Salmén
- Division of Gene Technology, School of Biotechnology, KTH Royal Institute of Technology, Science for Life Laboratory, 17165 Solna, Sweden
| | - Barbara K Terebieniec
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, 90736 Umeå, Sweden
| | - Sanja Vickovic
- Division of Gene Technology, School of Biotechnology, KTH Royal Institute of Technology, Science for Life Laboratory, 17165 Solna, Sweden
| | | | - Andrey Alexeyenko
- Department of Microbiology, Tumor and Cell Biology (MTC), Karolinska Institutet, 17165 Solna, Sweden
- National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, 17121 Solna, Sweden
| | - Johan Reimegård
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, 75237 Uppsala, Sweden
| | - Lauren S McKee
- Division of Glycoscience, School of Biotechnology, KTH Royal Institute of Technology, AlbaNova University Centre, 11421 Stockholm, Sweden
| | - Chanaka Mannapperuma
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, 90736 Umeå, Sweden
| | - Vincent Bulone
- Division of Glycoscience, School of Biotechnology, KTH Royal Institute of Technology, AlbaNova University Centre, 11421 Stockholm, Sweden
- ARC Centre of Excellence in Plant and Cell Walls and School of Agriculture, Food and Wine, The University of Adelaide, Waite Campus, Urrbrae, Adelaide, South Australia 5064, Australia
| | - Patrik L Ståhl
- Department of Cell and Molecular Biology, Karolinska Institute, 17165 Solna, Sweden
| | - Jens F Sundström
- Department of Plant Biology, Uppsala BioCenter, Linnean Center for Plant Biology, Swedish University of Agricultural Sciences, 75007 Uppsala, Sweden
| | - Nathaniel R Street
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, 90736 Umeå, Sweden
| | - Joakim Lundeberg
- Division of Gene Technology, School of Biotechnology, KTH Royal Institute of Technology, Science for Life Laboratory, 17165 Solna, Sweden
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23
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Díaz-Manzano FE, Barcala M, Engler G, Fenoll C, de Almeida-Engler J, Escobar C. A Reliable Protocol for In situ microRNAs Detection in Feeding Sites Induced by Root-Knot Nematodes. FRONTIERS IN PLANT SCIENCE 2016; 7:966. [PMID: 27458466 PMCID: PMC4936241 DOI: 10.3389/fpls.2016.00966] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2016] [Accepted: 06/16/2016] [Indexed: 05/21/2023]
Abstract
Galls induced by Meloidogyne spp. in plant roots are a complex organ formed by heterogeneous tissues; within them there are 5-8 giant cells (GCs) that root-knot nematodes use for their own nurturing. Subtle regulatory mechanisms likely mediate the massive gene repression described at early infection stages in galls, particularly in giant cells. Some of these mechanisms are mediated by microRNAs (miRNAs); hence we describe a reliable protocol to detect miRNAs abundance within the gall tissues induced by Meloidogyne spp. Some methods are available to determine the abundance of specific miRNAs in different plant parts; however, galls are complex organs formed by different tissues. Therefore, detection of miRNAs at the cellular level is particularly important to understand specific regulatory mechanisms operating within the GCs. In situ hybridization (ISH) is a classical, robust and accurate method that allows the localization of specific RNAs directly on plant tissues. We present for the first time an adapted and standardized ISH protocol to detect miRNAs in GCs induced by nematodes based on tissue embedded in paraffin and on-slide ISH of miRNAs. It can be adapted to any laboratory with no more requirements than a microtome and an optical microscope and it takes 10 days to perform once plant material has been collected. It showed to be very valuable for a quick detection of miRNAs expression pattern in tomato. We tested the protocol for miR390, as massive sequencing analysis showed that miR390 was induced at 3 dpi (days post-infection) in Arabidopsis galls and miR390 is 100% conserved between Arabidopsis and tomato. Successful localization of miR390 in tomato GCs constitutes a validation of this method that could be easily extended to other crops and/or syncytia induced by cyst nematodes. Finally, the protocol also includes guidance on troubleshooting.
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Affiliation(s)
- Fernando E. Díaz-Manzano
- Área de Fisiología Vegetal, Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La ManchaToledo, Spain
| | - Marta Barcala
- Área de Fisiología Vegetal, Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La ManchaToledo, Spain
| | - Gilbert Engler
- Institut Sophia Agrobiotech, Université de Nice-Sophia AntipolisSophia Antipolis, France
| | - Carmen Fenoll
- Área de Fisiología Vegetal, Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La ManchaToledo, Spain
| | - Janice de Almeida-Engler
- Institut Sophia Agrobiotech, Université de Nice-Sophia AntipolisSophia Antipolis, France
- *Correspondence: Janice de Almeida-Engler
| | - Carolina Escobar
- Área de Fisiología Vegetal, Facultad de Ciencias Ambientales y Bioquímica, Universidad de Castilla-La ManchaToledo, Spain
- Carolina Escobar
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