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McEvoy SL, Grady PGS, Pauloski N, O'Neill RJ, Wegrzyn JL. Profiling genome-wide methylation in two maples: Fine-scale approaches to detection with nanopore technology. Evol Appl 2024; 17:e13669. [PMID: 38633133 PMCID: PMC11022628 DOI: 10.1111/eva.13669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 02/04/2024] [Accepted: 02/12/2024] [Indexed: 04/19/2024] Open
Abstract
DNA methylation is critical to the regulation of transposable elements and gene expression and can play an important role in the adaptation of stress response mechanisms in plants. Traditional methods of methylation quantification rely on bisulfite conversion that can compromise accuracy. Recent advances in long-read sequencing technologies allow for methylation detection in real time. The associated algorithms that interpret these modifications have evolved from strictly statistical approaches to Hidden Markov Models and, recently, deep learning approaches. Much of the existing software focuses on methylation in the CG context, but methylation in other contexts is important to quantify, as it is extensively leveraged in plants. Here, we present methylation profiles for two maple species across the full range of 5mC sequence contexts using Oxford Nanopore Technologies (ONT) long-reads. Hybrid and reference-guided assemblies were generated for two new Acer accessions: Acer negundo (box elder; 65x ONT and 111X Illumina) and Acer saccharum (sugar maple; 93x ONT and 148X Illumina). The ONT reads generated for these assemblies were re-basecalled, and methylation detection was conducted in a custom pipeline with the published Acer references (PacBio assemblies) and hybrid assemblies reported herein to generate four epigenomes. Examination of the transposable element landscape revealed the dominance of LTR Copia elements and patterns of methylation associated with different classes of TEs. Methylation distributions were examined at high resolution across gene and repeat density and described within the broader angiosperm context, and more narrowly in the context of gene family dynamics and candidate nutrient stress genes.
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Affiliation(s)
- Susan L. McEvoy
- Department of Ecology and Evolutionary BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Department of Forest SciencesUniversity of HelsinkiHelsinkiFinland
| | - Patrick G. S. Grady
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
| | - Nicole Pauloski
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
| | - Rachel J. O'Neill
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
| | - Jill L. Wegrzyn
- Department of Ecology and Evolutionary BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
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2
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Silva GS, Souza MM, Pamponét VDCC, Micheli F, de Melo CAF, de Oliveira SG, Costa EA. Cytogenomic Characterization of Transposable Elements and Satellite DNA in Passiflora L. Species. Genes (Basel) 2024; 15:418. [PMID: 38674353 PMCID: PMC11049143 DOI: 10.3390/genes15040418] [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] [Received: 02/27/2024] [Revised: 03/17/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
The species Passiflora alata, P. cincinnata, and P. edulis have great economic value due to the use of their fruits for human consumption. In this study, we compared the repetitive genome fractions of these three species. The compositions of the repetitive DNA of these three species' genomes were analyzed using clustering and identification of the repetitive sequences with RepeatExplorer. It was found that repetitive DNA content represents 74.70%, 66.86%, and 62.24% of the genome of P. alata, P. edulis, and P. cincinnata, respectively. LTR Ty3/Gypsy retrotransposons represent the highest genome proportions in P. alata and P. edulis, while Ty1/Copia comprises the largest proportion of P. cincinnata genome. Chromosomal mapping by Fluorescent In Situ Hybridization (FISH) showed that LTR retrotransposons have a dispersed distribution along chromosomes. The subtelomeric region of chromosomes is where 145 bp satellite DNA is located, suggesting that these elements may play important roles in genome structure and organization in these species. In this work, we obtained the first global characterization of the composition of repetitive DNA in Passiflora, showing that an increase in genome size is related to an increase in repetitive DNA, which represents an important evolutionary route for these species.
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Affiliation(s)
- Gonçalo Santos Silva
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
| | - Margarete Magalhães Souza
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
| | - Vanessa de Carvalho Cayres Pamponét
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
| | - Fabienne Micheli
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
- CIRAD, UMR AGAP, F-34398 Montpellier, France
| | - Cláusio Antônio Ferreira de Melo
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
| | - Sárah Gomes de Oliveira
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo (USP), São Paulo 01049-010, SP, Brazil;
| | - Eduardo Almeida Costa
- Laboratório de Melhoramento de Plantas, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), Ilhéus 45662-900, BA, Brazil; (G.S.S.); (V.d.C.C.P.); (F.M.); (C.A.F.d.M.); (E.A.C.)
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Aversano R, Iovene M, Esposito S, L'Abbate A, Villano C, Di Serio E, Cardone MF, Bergamini C, Cigliano RA, D'Amelia V, Frusciante L, Carputo D. Distinct structural variants and repeat landscape shape the genomes of the ancient grapes Aglianico and Falanghina. BMC PLANT BIOLOGY 2024; 24:88. [PMID: 38317087 PMCID: PMC10845522 DOI: 10.1186/s12870-024-04778-2] [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: 08/10/2023] [Accepted: 01/29/2024] [Indexed: 02/07/2024]
Abstract
Mounting evidence recognizes structural variations (SVs) and repetitive DNA sequences as crucial players in shaping the existing grape phenotypic diversity at intra- and inter-species levels. To deepen our understanding on the abundance, diversity, and distribution of SVs and repetitive DNAs, including transposable elements (TEs) and tandemly repeated satellite DNA (satDNAs), we re-sequenced the genomes of the ancient grapes Aglianico and Falanghina. The analysis of large copy number variants (CNVs) detected candidate polymorphic genes that are involved in the enological features of these varieties. In a comparative analysis of Aglianico and Falanghina sequences with 21 publicly available genomes of cultivated grapes, we provided a genome-wide annotation of grape TEs at the lineage level. We disclosed that at least two main clusters of grape cultivars could be identified based on the TEs content. Multiple TEs families appeared either significantly enriched or depleted. In addition, in silico and cytological analyses provided evidence for a diverse chromosomal distribution of several satellite repeats between Aglianico, Falanghina, and other grapes. Overall, our data further improved our understanding of the intricate grape diversity held by two Italian traditional varieties, unveiling a pool of unique candidate genes never so far exploited in breeding for improved fruit quality.
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Affiliation(s)
- Riccardo Aversano
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy.
| | - Marina Iovene
- Institute of Biosciences and Bioresources, National Research Council of Italy (CNR-IBBR), Portici, Italy.
| | - Salvatore Esposito
- Institute of Biosciences and Bioresources, National Research Council of Italy (CNR-IBBR), Portici, Italy
- Research Centre for Cereal and Industrial Crops, Council for Agricultural Research and Economics (CREA-CI), Foggia, Italy
| | - Alberto L'Abbate
- Institute of Biomembranes, Bioenergetics, and Molecular Biotechnologies, National Research Council (IBIOM-CNR), Bari, Italy
| | - Clizia Villano
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Ermanno Di Serio
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Maria Francesca Cardone
- Research Centre for Viticulture and Enology, Council for Agricultural Research and Economics (CREA-VE), Turi, Italy
| | - Carlo Bergamini
- Research Centre for Viticulture and Enology, Council for Agricultural Research and Economics (CREA-VE), Turi, Italy
| | | | - Vincenzo D'Amelia
- Institute of Biosciences and Bioresources, National Research Council of Italy (CNR-IBBR), Portici, Italy
| | - Luigi Frusciante
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Domenico Carputo
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
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Kirov I, Merkulov P, Polkhovskaya E, Konstantinov Z, Kazancev M, Saenko K, Polkhovskiy A, Dudnikov M, Garibyan T, Demurin Y, Soloviev A. Epigenetic Stress and Long-Read cDNA Sequencing of Sunflower ( Helianthus annuus L.) Revealed the Origin of the Plant Retrotranscriptome. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11243579. [PMID: 36559691 PMCID: PMC9784723 DOI: 10.3390/plants11243579] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/13/2022] [Accepted: 12/13/2022] [Indexed: 06/12/2023]
Abstract
Transposable elements (TEs) contribute not only to genome diversity but also to transcriptome diversity in plants. To unravel the sources of LTR retrotransposon (RTE) transcripts in sunflower, we exploited a recently developed transposon activation method ('TEgenesis') along with long-read cDNA Nanopore sequencing. This approach allows for the identification of 56 RTE transcripts from different genomic loci including full-length and non-autonomous RTEs. Using the mobilome analysis, we provided a new set of expressed and transpositional active sunflower RTEs for future studies. Among them, a Ty3/Gypsy RTE called SUNTY3 exhibited ongoing transposition activity, as detected by eccDNA analysis. We showed that the sunflower genome contains a diverse set of non-autonomous RTEs encoding a single RTE protein, including the previously described TR-GAG (terminal repeat with the GAG domain) as well as new categories, TR-RT-RH, TR-RH, and TR-INT-RT. Our results demonstrate that 40% of the loci for RTE-related transcripts (nonLTR-RTEs) lack their LTR sequences and resemble conventional eucaryotic genes encoding RTE-related proteins with unknown functions. It was evident based on phylogenetic analysis that three nonLTR-RTEs encode GAG (HadGAG1-3) fused to a host protein. These HadGAG proteins have homologs found in other plant species, potentially indicating GAG domestication. Ultimately, we found that the sunflower retrotranscriptome originated from the transcription of active RTEs, non-autonomous RTEs, and gene-like RTE transcripts, including those encoding domesticated proteins.
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Affiliation(s)
- Ilya Kirov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Pavel Merkulov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Ekaterina Polkhovskaya
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Zakhar Konstantinov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Mikhail Kazancev
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Ksenia Saenko
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Federal Research Center of Biological Plant Protection, 350039 Krasnodar, Russia
| | - Alexander Polkhovskiy
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
- Skolkovo Institute of Science and Technology, 121205 Moscow, Russia
| | - Maxim Dudnikov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Tsovinar Garibyan
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Yakov Demurin
- Pustovoit All-Russia Research Institute of Oilseed Crops, Filatova St. 17, 350038 Krasnodar, Russia
| | - Alexander Soloviev
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
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Bajus M, Macko-Podgórni A, Grzebelus D, Baránek M. A review of strategies used to identify transposition events in plant genomes. FRONTIERS IN PLANT SCIENCE 2022; 13:1080993. [PMID: 36531345 PMCID: PMC9751208 DOI: 10.3389/fpls.2022.1080993] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
Transposable elements (TEs) were initially considered redundant and dubbed 'junk DNA'. However, more recently they were recognized as an essential element of genome plasticity. In nature, they frequently become active upon exposition of the host to stress conditions. Even though most transposition events are neutral or even deleterious, occasionally they may happen to be beneficial, resulting in genetic novelty providing better fitness to the host. Hence, TE mobilization may promote adaptability and, in the long run, act as a significant evolutionary force. There are many examples of TE insertions resulting in increased tolerance to stresses or in novel features of crops which are appealing to the consumer. Possibly, TE-driven de novo variability could be utilized for crop improvement. However, in order to systematically study the mechanisms of TE/host interactions, it is necessary to have suitable tools to globally monitor any ongoing TE mobilization. With the development of novel potent technologies, new high-throughput strategies for studying TE dynamics are emerging. Here, we present currently available methods applied to monitor the activity of TEs in plants. We divide them on the basis of their operational principles, the position of target molecules in the process of transposition and their ability to capture real cases of actively transposing elements. Their possible theoretical and practical drawbacks are also discussed. Finally, conceivable strategies and combinations of methods resulting in an improved performance are proposed.
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Affiliation(s)
- Marko Bajus
- Mendeleum—Institute of Genetics, Faculty of Horticulture, Mendel University in Brno, Lednice, Czechia
| | - Alicja Macko-Podgórni
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Kraków, Poland
| | - Dariusz Grzebelus
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Kraków, Poland
| | - Miroslav Baránek
- Mendeleum—Institute of Genetics, Faculty of Horticulture, Mendel University in Brno, Lednice, Czechia
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Koo H, Kim S, Park HS, Lee SJ, Paek NC, Cho J, Yang TJ. Amplification of LTRs of extrachromosomal linear DNAs (ALE-seq) identifies two active Oryco LTR retrotransposons in the rice cultivar Dongjin. Mob DNA 2022; 13:18. [PMID: 35698176 PMCID: PMC9190103 DOI: 10.1186/s13100-022-00274-2] [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] [Received: 01/25/2022] [Accepted: 05/27/2022] [Indexed: 11/26/2022] Open
Abstract
Long terminal repeat retrotransposons (LTR-RTs) make up a considerable portion of plant genomes. New insertions of these active LTR-RTs modify gene structures and functions and play an important role in genome evolution. Therefore, identifying active forms of LTR-RTs could uncover the effects of these elements in plants. Extrachromosomal linear DNA (eclDNA) forms during LTR-RT replication; therefore, amplification LTRs of eclDNAs followed by sequencing (ALE-seq) uncover the current transpositional potential of the LTR-RTs. The ALE-seq protocol was validated by identification of Tos17 in callus of Nipponbare cultivar. Here, we identified two active LTR-RTs belonging to the Oryco family on chromosomes 6 and 9 in rice cultivar Dongjin callus based on the ALE-seq technology. Each Oryco family member has paired LTRs with identical sequences and internal domain regions. Comparison of the two LTR-RTs revealed 97% sequence identity in their internal domains and 65% sequence identity in their LTRs. These two putatively active Oryco LTR-RT family members could be used to expand our knowledge of retrotransposition mechanisms and the effects of LTR-RTs on the rice genome.
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Affiliation(s)
- Hyunjin Koo
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea
| | - Soomin Kim
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea
| | - Hyun-Seung Park
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea
| | - Sang-Ji Lee
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea
| | - Nam-Chon Paek
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea
| | - Jungnam Cho
- CAS-JIC Centre of Excellence for Plant and Microbial Science, 200032, Shanghai, China
| | - Tae-Jin Yang
- Department of Agriculture, Forestry and Bioresources, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, 08826, Seoul, Republic of Korea.
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Kwolek K, Kędzierska P, Hankiewicz M, Mirouze M, Panaud O, Grzebelus D, Macko‐Podgórni A. Diverse and mobile: eccDNA-based identification of carrot low-copy-number LTR retrotransposons active in callus cultures. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2022; 110:1811-1828. [PMID: 35426957 PMCID: PMC9324142 DOI: 10.1111/tpj.15773] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/15/2022] [Accepted: 03/29/2022] [Indexed: 05/28/2023]
Abstract
Long terminal repeat retrotransposons (LTR-RTs) are mobilized via an RNA intermediate using a 'copy and paste' mechanism, and account for the majority of repetitive DNA in plant genomes. As a side effect of mobilization, the formation of LTR-RT-derived extrachromosomal circular DNAs (eccDNAs) occurs. Thus, high-throughput sequencing of eccDNA can be used to identify active LTR-RTs in plant genomes. Despite the release of a reference genome assembly, carrot LTR-RTs have not yet been thoroughly characterized. LTR-RTs are abundant and diverse in the carrot genome. We identified 5976 carrot LTR-RTs, 2053 and 1660 of which were attributed to Copia and Gypsy superfamilies, respectively. They were further classified into lineages, families and subfamilies. More diverse LTR-RT lineages, i.e. lineages comprising many low-copy-number subfamilies, were more frequently associated with genic regions. Certain LTR-RT lineages have been recently active in Daucus carota. In particular, low-copy-number LTR-RT subfamilies, e.g. those belonging to the DcAle lineage, have significantly contributed to carrot genome diversity as a result of continuing activity. We utilized eccDNA sequencing to identify and characterize two DcAle subfamilies, Alex1 and Alex3, active in carrot callus. We documented 14 and 32 de novo insertions of Alex1 and Alex3, respectively, which were positioned in non-repetitive regions.
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Affiliation(s)
- Kornelia Kwolek
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and HorticultureUniversity of Agriculture in Krakow31 120KrakowPoland
| | - Patrycja Kędzierska
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and HorticultureUniversity of Agriculture in Krakow31 120KrakowPoland
| | - Magdalena Hankiewicz
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and HorticultureUniversity of Agriculture in Krakow31 120KrakowPoland
| | - Marie Mirouze
- Laboratoire Génome et Développement des Plantes, UMR 5096 CNRS/UPVDUniversité de PerpignanVia Domitia, 52 Avenue Paul Alduy66 860Perpignan CedexFrance
- IRD, EMR IRD‐CNRS‐UPVD ‘MANGO’Université de PerpignanPerpignanFrance
| | - Olivier Panaud
- Laboratoire Génome et Développement des Plantes, UMR 5096 CNRS/UPVDUniversité de PerpignanVia Domitia, 52 Avenue Paul Alduy66 860Perpignan CedexFrance
| | - Dariusz Grzebelus
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and HorticultureUniversity of Agriculture in Krakow31 120KrakowPoland
| | - Alicja Macko‐Podgórni
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and HorticultureUniversity of Agriculture in Krakow31 120KrakowPoland
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Sicat JPA, Visendi P, Sewe SO, Bouvaine S, Seal SE. Characterization of transposable elements within the Bemisia tabaci species complex. Mob DNA 2022; 13:12. [PMID: 35440097 PMCID: PMC9017028 DOI: 10.1186/s13100-022-00270-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/30/2022] [Indexed: 12/24/2022] Open
Abstract
Background Whiteflies are agricultural pests that cause negative impacts globally to crop yields resulting at times in severe economic losses and food insecurity. The Bemisia tabaci whitefly species complex is the most damaging in terms of its broad crop host range and its ability to serve as vector for over 400 plant viruses. Genomes of whiteflies belonging to this species complex have provided valuable genomic data; however, transposable elements (TEs) within these genomes remain unexplored. This study provides the first accurate characterization of TE content within the B. tabaci species complex. Results This study identified that an average of 40.61% of the genomes of three whitefly species (MEAM1, MEDQ, and SSA-ECA) consists of TEs. The majority of the TEs identified were DNA transposons (22.85% average) while SINEs (0.14% average) were the least represented. This study also compared the TE content of the three whitefly genomes with three other hemipteran genomes and found significantly more DNA transposons and less LINEs in the whitefly genomes. A total of 63 TE superfamilies were identified to be present across the three whitefly species (39 DNA transposons, six LTR, 16 LINE, and two SINE). The sequences of the identified TEs were clustered which generated 5766 TE clusters. A total of 2707 clusters were identified as uniquely found within the whitefly genomes while none of the generated clusters were from both whitefly and non-whitefly TE sequences. This study is the first to characterize TEs found within different B. tabaci species and has created a standardized annotation workflow that could be used to analyze future whitefly genomes. Conclusion This study is the first to characterize the landscape of TEs within the B. tabaci whitefly species complex. The characterization of these elements within the three whitefly genomes shows that TEs occupy significant portions of B. tabaci genomes, with DNA transposons representing the vast majority. This study also identified TE superfamilies and clusters of TE sequences of potential interest, providing essential information, and a framework for future TE studies within this species complex. Supplementary Information The online version contains supplementary material available at 10.1186/s13100-022-00270-6.
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Affiliation(s)
- Juan Paolo A Sicat
- Natural Resources Institute, University of Greenwich, Central Avenue, Gillingham, Chatham, ME4 4TB, UK.
| | - Paul Visendi
- Centre for Agriculture and the Bioeconomy, Queensland University of Technology, Brisbane, QLD, 4000, Australia
| | - Steven O Sewe
- Natural Resources Institute, University of Greenwich, Central Avenue, Gillingham, Chatham, ME4 4TB, UK
| | - Sophie Bouvaine
- Natural Resources Institute, University of Greenwich, Central Avenue, Gillingham, Chatham, ME4 4TB, UK
| | - Susan E Seal
- Natural Resources Institute, University of Greenwich, Central Avenue, Gillingham, Chatham, ME4 4TB, UK
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He J, Yu Z, Jiang J, Chen S, Fang W, Guan Z, Liao Y, Wang Z, Chen F, Wang H. An Eruption of LTR Retrotransposons in the Autopolyploid Genomes of Chrysanthemum nankingense (Asteraceae). PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11030315. [PMID: 35161296 PMCID: PMC8839533 DOI: 10.3390/plants11030315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 01/21/2022] [Accepted: 01/22/2022] [Indexed: 05/09/2023]
Abstract
Whole genome duplication, associated with the induction of widespread genetic changes, has played an important role in the evolution of many plant taxa. All extant angiosperm species have undergone at least one polyploidization event, forming either an auto- or allopolyploid organism. Compared with allopolyploidization, however, few studies have examined autopolyploidization, and few studies have focused on the response of genetic changes to autopolyploidy. In the present study, newly synthesized C. nankingense autotetraploids (Asteraceae) were employed to characterize the genome shock following autopolyploidization. Available evidence suggested that the genetic changes primarily involved the loss of old fragments and the gain of novel fragments, and some novel sequences were potential long terminal repeat (LTR) retrotransposons. As Ty1-copia and Ty3-gypsy elements represent the two main superfamilies of LTR retrotransposons, the dynamics of Ty1-copia and Ty3-gypsy were evaluated using RT-PCR, transcriptome sequencing, and LTR retrotransposon-based molecular marker techniques. Additionally, fluorescence in situ hybridization(FISH)results suggest that autopolyploidization might also be accompanied by perturbations of LTR retrotransposons, and emergence retrotransposon insertions might show more rapid divergence, resulting in diploid-like behaviour, potentially accelerating the evolutionary process among progenies. Our results strongly suggest a need to expand the current evolutionary framework to include a genetic dimension when seeking to understand genomic shock following autopolyploidization in Asteraceae.
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Yañez-Santos AM, Paz RC, Paz-Sepúlveda PB, Urdampilleta JD. Full-length LTR retroelements in Capsicum annuum revealed a few species-specific family bursts with insertional preferences. Chromosome Res 2021; 29:261-284. [PMID: 34086192 DOI: 10.1007/s10577-021-09663-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 05/04/2021] [Accepted: 05/06/2021] [Indexed: 01/01/2023]
Abstract
Capsicum annuum is a species that has undergone an expansion of the size of its genome caused mainly by the amplification of repetitive DNA sequences, including mobile genetic elements. Based on information obtained from sequencing the genome of pepper, the estimated fraction of retroelements is approximately 81%, and previous results revealed an important contribution of lineages derived from Gypsy superfamily. However, the dynamics of the retroelements in the C. annuum genome is poorly understood. In this way, the present work seeks to investigate the phylogenetic diversity and genomic abundance of the families of autonomous (complete and intact) LTR retroelements from C. annuum and inspect their distribution along its chromosomes. In total, we identified 1151 structurally full-length retroelements (340 Copia; 811 Gypsy) grouped in 124 phylogenetic families in the base of their retrotranscriptase. All the evolutive lineages of LTR retroelements identified in plants were present in pepper; however, three of them comprise 83% of the entire LTR retroelements population, the lineages Athila, Del/Tekay, and Ale/Retrofit. From them, only three families represent 70.8% of the total number of the identified retroelements. A massive family-specific wave of amplification of two of them occurred in the last 0.5 Mya (GypsyCa_16; CopiaCa_01), whereas the third is more ancient and occurred 3.0 Mya (GypsyCa_13). Fluorescent in situ hybridization performed with family and lineage-specific probes revealed contrasting patterns of chromosomal affinity. Our results provide a database of the populations LTR retroelements specific to C. annuum genome. The most abundant families were analyzed according to chromosome insertional preferences, suppling useful tools to the design of retroelement-based markers specific to the species.
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Affiliation(s)
- Anahí Mara Yañez-Santos
- CIGEOBIO (FCEFyN, UNSJ/CONICET), Av. Ignacio de la Roza 590 (Oeste), J5402DCS, Rivadavia, San Juan, Argentina.,Instituto Multidisciplinario de Biología Vegetal (IMBIV), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-Universidad Nacional de Córdoba (UNC), Córdoba, Argentina
| | - Rosalía Cristina Paz
- CIGEOBIO (FCEFyN, UNSJ/CONICET), Av. Ignacio de la Roza 590 (Oeste), J5402DCS, Rivadavia, San Juan, Argentina.
| | - Paula Beatriz Paz-Sepúlveda
- Instituto Multidisciplinario de Biología Celular (IMBICE), Consejo Nacional de Investigaciones Científicas y Técnicas de la República Argentina (CONICET) - Comisión de Investigaciones Científicas (CIC) - Universidad Nacional de La Plata (UNLP), La Plata, Argentina
| | - Juan Domingo Urdampilleta
- Instituto Multidisciplinario de Biología Vegetal (IMBIV), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)-Universidad Nacional de Córdoba (UNC), Córdoba, Argentina
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11
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Liu Y, Wang B, Shu S, Li Z, Song C, Liu D, Niu Y, Liu J, Zhang J, Liu H, Hu Z, Huang B, Liu X, Liu W, Jiang L, Alami MM, Zhou Y, Ma Y, He X, Yang Y, Zhang T, Hu H, Barker MS, Chen S, Wang X, Nie J. Analysis of the Coptis chinensis genome reveals the diversification of protoberberine-type alkaloids. Nat Commun 2021; 12:3276. [PMID: 34078898 PMCID: PMC8172641 DOI: 10.1038/s41467-021-23611-0] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 05/07/2021] [Indexed: 02/04/2023] Open
Abstract
Chinese goldthread (Coptis chinensis Franch.), a member of the Ranunculales, represents an important early-diverging eudicot lineage with diverse medicinal applications. Here, we present a high-quality chromosome-scale genome assembly and annotation of C. chinensis. Phylogenetic and comparative genomic analyses reveal the phylogenetic placement of this species and identify a single round of ancient whole-genome duplication (WGD) shared by the Ranunculaceae. We characterize genes involved in the biosynthesis of protoberberine-type alkaloids in C. chinensis. In particular, local genomic tandem duplications contribute to member amplification of a Ranunculales clade-specific gene family of the cytochrome P450 (CYP) 719. The functional versatility of a key CYP719 gene that encodes the (S)-canadine synthase enzyme involved in the berberine biosynthesis pathway may play critical roles in the diversification of other berberine-related alkaloids in C. chinensis. Our study provides insights into the genomic landscape of early-diverging eudicots and provides a valuable model genome for genetic and applied studies of Ranunculales.
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Affiliation(s)
- Yifei Liu
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
| | - Bo Wang
- Hubei Institute for Drug Control, Wuhan, China
| | - Shaohua Shu
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Zheng Li
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Chi Song
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Di Liu
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Yan Niu
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Jinxin Liu
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Jingjing Zhang
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Heping Liu
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Zhigang Hu
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Bisheng Huang
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Xiuyu Liu
- National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wei Liu
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | - Liping Jiang
- College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China
| | | | - Yuxin Zhou
- Hubei Institute for Drug Control, Wuhan, China
| | - Yutao Ma
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Xiangxiang He
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Yicheng Yang
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Tianyuan Zhang
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Hui Hu
- Jing Brand Chizhengtang Pharmaceutical Company Limited, Huangshi, China
| | - Michael S Barker
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Shilin Chen
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China.
| | - Xuekui Wang
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China.
| | - Jing Nie
- Hubei Institute for Drug Control, Wuhan, China.
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12
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Vangelisti A, Simoni S, Usai G, Ventimiglia M, Natali L, Cavallini A, Mascagni F, Giordani T. LTR-retrotransposon dynamics in common fig (Ficus carica L.) genome. BMC PLANT BIOLOGY 2021; 21:221. [PMID: 34000996 PMCID: PMC8127270 DOI: 10.1186/s12870-021-02991-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 04/15/2021] [Indexed: 05/10/2023]
Abstract
BACKGROUND Long Terminal Repeat retrotransposons (LTR-REs) are repetitive DNA sequences that constitute a large part of the genome. The improvement of sequencing technologies and sequence assembling strategies has achieved genome sequences with much greater reliability than those of the past, especially in relation to repetitive DNA sequences. RESULTS In this study, we analysed the genome of Ficus carica L., obtained using third generation sequencing technologies and recently released, to characterise the complete complement of full-length LTR-REs to study their dynamics during fig genome evolution. A total of 1867 full-length elements were identified. Those belonging to the Gypsy superfamily were the most abundant; among these, the Chromovirus/Tekay lineage was the most represented. For the Copia superfamily, Ale was the most abundant lineage. Measuring the estimated insertion time of each element showed that, on average, Ivana and Chromovirus/Tekay were the youngest lineages of Copia and Gypsy superfamilies, respectively. Most elements were inactive in transcription, both constitutively and in leaves of plants exposed to an abiotic stress, except for some elements, mostly belonging to the Copia/Ale lineage. A relationship between the inactivity of an element and inactivity of genes lying in close proximity to it was established. CONCLUSIONS The data reported in this study provide one of the first sets of information on the genomic dynamics related to LTR-REs in a plant species with highly reliable genome sequence. Fig LTR-REs are highly heterogeneous in abundance and estimated insertion time, and only a few elements are transcriptionally active. In general, the data suggested a direct relationship between estimated insertion time and abundance of an element and an inverse relationship between insertion time (or abundance) and transcription, at least for Copia LTR-REs.
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Affiliation(s)
- Alberto Vangelisti
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Samuel Simoni
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Gabriele Usai
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Maria Ventimiglia
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Lucia Natali
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Andrea Cavallini
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy.
| | - Flavia Mascagni
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy.
| | - Tommaso Giordani
- Dipartimento di Scienze Agrarie, Alimentari e Agro-ambientali, Università di Pisa, Via del Borghetto 80, 56124, Pisa, Italy
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13
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Retrotransposable Elements: DNA Fingerprinting and the Assessment of Genetic Diversity. Methods Mol Biol 2021; 2222:263-286. [PMID: 33301099 DOI: 10.1007/978-1-0716-0997-2_15] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Retrotransposable elements (RTEs) are highly common mobile genetic elements that are composed of several classes and make up the majority of eukaryotic genomes. The "copy-out and paste-in" life cycle of replicative transposition in these dispersive and ubiquitous RTEs leads to new genome insertions without excision of the original element. RTEs are important drivers of species diversity; they exhibit great variety in structure, size, and mechanisms of transposition, making them important putative components in genome evolution. Accordingly, various applications have been developed to explore the polymorphisms in RTE insertion patterns. These applications include conventional or anchored polymerase chain reaction (PCR) and quantitative or digital PCR with primers designed for the 5' or 3' junction. Marker systems exploiting these PCR methods can be easily developed and are inexpensively used in the absence of extensive genome sequence data. The main inter-repeat amplification polymorphism techniques include inter-retrotransposon amplified polymorphism (IRAP), retrotransposon microsatellite amplified polymorphism (REMAP), and Inter-Primer Binding Site (iPBS) for PCR amplification with a single or two primers.
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14
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Kirov I, Omarov M, Merkulov P, Dudnikov M, Gvaramiya S, Kolganova E, Komakhin R, Karlov G, Soloviev A. Genomic and Transcriptomic Survey Provides New Insight into the Organization and Transposition Activity of Highly Expressed LTR Retrotransposons of Sunflower ( Helianthus annuus L.). Int J Mol Sci 2020; 21:E9331. [PMID: 33297579 PMCID: PMC7730604 DOI: 10.3390/ijms21239331] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 12/01/2020] [Accepted: 12/04/2020] [Indexed: 12/21/2022] Open
Abstract
LTR retrotransposons (RTEs) play a crucial role in plant genome evolution and adaptation. Although RTEs are generally silenced in somatic plant tissues under non-stressed conditions, some expressed RTEs (exRTEs) escape genome defense mechanisms. As our understanding of exRTE organization in plants is rudimentary, we systematically surveyed the genomic and transcriptomic organization and mobilome (transposition) activity of sunflower (Helianthus annuus L.) exRTEs. We identified 44 transcribed RTEs in the sunflower genome and demonstrated their distinct genomic features: more recent insertion time, longer open reading frame (ORF) length, and smaller distance to neighboring genes. We showed that GAG-encoding ORFs are present at significantly higher frequencies in exRTEs, compared with non-expressed RTEs. Most exRTEs exhibit variation in copy number among sunflower cultivars and one exRTE Gagarin produces extrachromosomal circular DNA in seedling, demonstrating recent and ongoing transposition activity. Nanopore direct RNA sequencing of full-length RTE RNA revealed complex patterns of alternative splicing in RTE RNAs, resulting in isoforms that carry ORFs for distinct RTE proteins. Together, our study demonstrates that tens of expressed sunflower RTEs with specific genomic organization shape the hidden layer of the transcriptome, pointing to the evolution of specific strategies that circumvent existing genome defense mechanisms.
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Affiliation(s)
- Ilya Kirov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
- Kurchatov Genomics Center of ARRIAB, All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Street, 42, 127550 Moscow, Russia
| | - Murad Omarov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
- Faculty of Computer Science, National Research University Higher School of Economics, Pokrovsky Boulvar 11, 109028 Moscow, Russia
| | - Pavel Merkulov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
| | - Maxim Dudnikov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
- Kurchatov Genomics Center of ARRIAB, All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Street, 42, 127550 Moscow, Russia
| | - Sofya Gvaramiya
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
| | - Elizaveta Kolganova
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
| | - Roman Komakhin
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
| | - Gennady Karlov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
| | - Alexander Soloviev
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (M.O.); (P.M.); (M.D.); (S.G.); (E.K.); (R.K.); (G.K.); (A.S.)
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15
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Mascagni F, Vangelisti A, Usai G, Giordani T, Cavallini A, Natali L. A computational genome-wide analysis of long terminal repeats retrotransposon expression in sunflower roots (Helianthus annuus L.). Genetica 2020; 148:13-23. [PMID: 31960179 DOI: 10.1007/s10709-020-00085-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Accepted: 01/17/2020] [Indexed: 11/24/2022]
Abstract
Long terminal repeats (LTR) retrotransposons have a major role in determining genome size, structure and function, thanks to their ability to transpose. We performed a meta-analysis of LTR-retrotransposon expression in roots of sunflower plantlets treated with different plant hormones, chemicals and NaCl. By using Illumina cDNA libraries, available from public repositories, we measured the number of reads matching the retrotranscriptase domains isolated from a whole genome library of retrotransposons. LTR-retrotransposons resulted in general barely expressed, except for 4 elements, all belonging to the AleII lineage, which showed high transcription levels in roots of both control and treated plants. The expression of retrotransposons in treated plants was slightly higher than in the control. Transcribed elements belonged to specific chromosomal loci and were not abundant in the genome. A few elements resulted differentially expressed depending on the treatment. Results suggest that, although most retrotransposons are not expressed, the transcription of such elements is related to their abundance, to their position in the chromosome and to their lineage.
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Affiliation(s)
- Flavia Mascagni
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Alberto Vangelisti
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Gabriele Usai
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Tommaso Giordani
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Andrea Cavallini
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy.
| | - Lucia Natali
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy.
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16
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Zhao N, Grover CE, Chen Z, Wendel JF, Hua J. Intergenomic gene transfer in diploid and allopolyploid Gossypium. BMC PLANT BIOLOGY 2019; 19:492. [PMID: 31718541 PMCID: PMC6852956 DOI: 10.1186/s12870-019-2041-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 09/20/2019] [Indexed: 05/03/2023]
Abstract
BACKGROUND Intergenomic gene transfer (IGT) between nuclear and organellar genomes is a common phenomenon during plant evolution. Gossypium is a useful model to evaluate the genomic consequences of IGT for both diploid and polyploid species. Here, we explore IGT among nuclear, mitochondrial, and plastid genomes of four cotton species, including two allopolyploids and their model diploid progenitors (genome donors, G. arboreum: A2 and G. raimondii: D5). RESULTS Extensive IGT events exist for both diploid and allotetraploid cotton (Gossypium) species, with the nuclear genome being the predominant recipient of transferred DNA followed by the mitochondrial genome. The nuclear genome has integrated 100 times more foreign sequences than the mitochondrial genome has in total length. In the nucleus, the integrated length of chloroplast DNA (cpDNA) was between 1.87 times (in diploids) to nearly four times (in allopolyploids) greater than that of mitochondrial DNA (mtDNA). In the mitochondrion, the length of nuclear DNA (nuDNA) was typically three times than that of cpDNA. Gossypium mitochondrial genomes integrated three nuclear retrotransposons and eight chloroplast tRNA genes, and incorporated chloroplast DNA prior to divergence between the diploids and allopolyploid formation. For mitochondrial chloroplast-tRNA genes, there were 2-6 bp conserved microhomologies flanking their insertion sites across distantly related genera, which increased to 10 bp microhomologies for the four cotton species studied. For organellar DNA sequences, there are source hotspots, e.g., the atp6-trnW intergenic region in the mitochondrion and the inverted repeat region in the chloroplast. Organellar DNAs in the nucleus were rarely expressed, and at low levels. Surprisingly, there was asymmetry in the survivorship of ancestral insertions following allopolyploidy, with most numts (nuclear mitochondrial insertions) decaying or being lost whereas most nupts (nuclear plastidial insertions) were retained. CONCLUSIONS This study characterized and compared intracellular transfer among nuclear and organellar genomes within two cultivated allopolyploids and their ancestral diploid cotton species. A striking asymmetry in the fate of IGTs in allopolyploid cotton was discovered, with numts being preferentially lost relative to nupts. Our results connect intergenomic gene transfer with allotetraploidy and provide new insight into intracellular genome evolution.
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Affiliation(s)
- Nan Zhao
- Laboratory of Cotton Genetics, Genomics and Breeding /Joint Laboratory for International Cooperation in Crop Molecular Breeding, Ministry of Education / Key Laboratory of Crop Heterosis and Utilization of Ministry of Education, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Corrinne E. Grover
- Department of Ecology, Evolution and Organismal Biology, Iowa State University, Ames, IA 50011 USA
| | - Zhiwen Chen
- Laboratory of Cotton Genetics, Genomics and Breeding /Joint Laboratory for International Cooperation in Crop Molecular Breeding, Ministry of Education / Key Laboratory of Crop Heterosis and Utilization of Ministry of Education, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Jonathan F. Wendel
- Department of Ecology, Evolution and Organismal Biology, Iowa State University, Ames, IA 50011 USA
| | - Jinping Hua
- Laboratory of Cotton Genetics, Genomics and Breeding /Joint Laboratory for International Cooperation in Crop Molecular Breeding, Ministry of Education / Key Laboratory of Crop Heterosis and Utilization of Ministry of Education, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
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17
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Esposito S, Barteri F, Casacuberta J, Mirouze M, Carputo D, Aversano R. LTR-TEs abundance, timing and mobility in Solanum commersonii and S. tuberosum genomes following cold-stress conditions. PLANTA 2019; 250:1781-1787. [PMID: 31562541 DOI: 10.1007/s00425-019-03283-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 09/13/2019] [Indexed: 05/25/2023]
Abstract
Copia/Ale is the youngest lineage in both Solanum tuberosum and S. commersonii. Within it, we identified nightshade, a new LTR element active in the cultivated potato. From an evolutionary perspective, long-terminal repeat retrotransposons (LTR-RT) activity during stress may be viewed as a mean by which organisms can keep up rates of genetic adaptation to changing conditions. Potato is one of the most important crop consumed worldwide, but studies on LTR-RT characterization are still lacking. Here, we assessed the abundance, insertion time and activity of LTR-RTs in both cultivated Solanum tuberosum and its cold-tolerant wild relative S. commersonii genomes. Gypsy elements were more abundant than Copia ones, suggesting that the former was somehow more successful in colonizing potato genomes. However, Copia elements, and in particular, the Ale lineage, are younger than Gypsy ones, since their insertion time was in average ~ 2 Mya. Due to the ability of LTR-RTs to be circularized by the host DNA repair mechanisms, we identified via mobilome-seq a Copia/Ale element (called nightshade, informal name used for potato family) active in S. tuberosum genome. Our analyses represent a valuable resource for comparative genomics within the Solanaceae, transposon-tagging and for the design of cultivar-specific molecular markers in potato.
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Affiliation(s)
- Salvatore Esposito
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Fabio Barteri
- Center for Research in Agricultural Genomics, Consejo Superior de Investigaciones Científicas-Institut de Recerca i Tecnologia Agroalimentàries-Universitat Autònoma de Barcelona, Universitat de Barcelona, Campus Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Josep Casacuberta
- Center for Research in Agricultural Genomics, Consejo Superior de Investigaciones Científicas-Institut de Recerca i Tecnologia Agroalimentàries-Universitat Autònoma de Barcelona, Universitat de Barcelona, Campus Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Marie Mirouze
- Institut de Recherche pour le Développement, IRD DIADE, Université de Perpignan, Plant Genome and Development Laboratory, Perpignan, France
| | - Domenico Carputo
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy.
| | - Riccardo Aversano
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy.
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18
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Pamponét VCC, Souza MM, Silva GS, Micheli F, de Melo CAF, de Oliveira SG, Costa EA, Corrêa RX. Low coverage sequencing for repetitive DNA analysis in Passiflora edulis Sims: citogenomic characterization of transposable elements and satellite DNA. BMC Genomics 2019; 20:262. [PMID: 30940088 PMCID: PMC6444444 DOI: 10.1186/s12864-019-5576-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 02/28/2019] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The cytogenomic study of repetitive regions is fundamental for the understanding of morphofunctional mechanisms and genome evolution. Passiflora edulis a species of relevant agronomic value, this work had its genome sequenced by next generation sequencing and bioinformatics analysis performed by RepeatExplorer pipeline. The clusters allowed the identification and characterization of repetitive elements (predominant contributors to most plant genomes). The aim of this study was to identify, characterize and map the repetitive DNA of P. edulis, providing important cytogenomic markers, especially sequences associated with the centromere. RESULTS Three clusters of satellite DNAs (69, 118 and 207) and seven clusters of Long Terminal Repeat (LTR) retrotransposons of the superfamilies Ty1/Copy and Ty3/Gypsy and families Angela, Athila, Chromovirus and Maximus-Sire (6, 11, 36, 43, 86, 94 and 135) were characterized and analyzed. The chromosome mapping of satellite DNAs showed two hybridization sites co-located in the 5S rDNA region (PeSat_1), subterminal hybridizations (PeSat_3) and hybridization in four sites, co-located in the 45S rDNA region (PeSat_2). Most of the retroelements hybridizations showed signals scattered in the chromosomes, diverging in abundance, and only the cluster 6 presented pericentromeric regions marking. No satellite DNAs and retroelement associated with centromere was observed. CONCLUSION P. edulis has a highly repetitive genome, with the predominance of Ty3/Gypsy LTR retrotransposon. The satellite DNAs and LTR retrotransposon characterized are promising markers for investigation of the evolutionary patterns and genetic distinction of species and hybrids of Passiflora.
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MESH Headings
- Chromosome Mapping
- Chromosomes, Plant
- DNA, Plant/genetics
- DNA, Plant/metabolism
- DNA, Satellite/classification
- DNA, Satellite/genetics
- High-Throughput Nucleotide Sequencing
- In Situ Hybridization, Fluorescence
- Passiflora/genetics
- Phylogeny
- RNA, Ribosomal/genetics
- RNA, Ribosomal, 5S/genetics
- Retroelements/genetics
- Sequence Analysis, DNA
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Affiliation(s)
- Vanessa Carvalho Cayres Pamponét
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
| | - Margarete Magalhães Souza
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
| | - Gonçalo Santos Silva
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
| | - Fabienne Micheli
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
- CIRAD, UMR AGAP, F-34398 Montpellier, France
| | - Cláusio Antônio Ferreira de Melo
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
| | - Sarah Gomes de Oliveira
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo (USP), Rua do Matão, 14 – Butantã, São Paulo, SP CEP 05508-090 Brazil
| | - Eduardo Almeida Costa
- Núcleo de Biologia Computacional e Gestão de Informações Biotecnológicas (NBCGIB), Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
| | - Ronan Xavier Corrêa
- Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz (UESC), km 16, Salobrinho, Ilhéus, Bahia CEP 45662-900 Brazil
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19
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Genetic analysis of the grapevine genotypes of the Russian Vitis ampelographic collection using iPBS markers. Genetica 2019; 147:91-101. [PMID: 30783944 DOI: 10.1007/s10709-019-00055-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 02/12/2019] [Indexed: 12/11/2022]
Abstract
Cultivated grapevine (Vitis vinifera L. ssp. sativa D.C.) is one of the oldest agricultural crops, each variety comprising an array of clones obtained by vegetative propagation from a selected vine grown from a single seedling. Most clones within a variety are identical, but some show a different form of accession, giving rise to new divergent phenotypes. Understanding the associations among the genotypes within a variety is crucial to efficient management and effective grapevine improvement. Inter-primer binding-site (iPBS) markers may aid in determining the new clones inside closely related genotypes. Following this idea, iPBS markers were used to assess the genetic variation of 33 grapevine genotypes collected from Russia. We used molecular markers to identify the differences among and within five grapevine clonal populations and analysed the variation, using clustering and statistical approaches. Four of a total of 30 PBS primers were selected, based on amplification efficiency. Polymerase chain reaction (PCR) with PBS primers resulted in a total of 1412 bands ranging from 300 to 6000 bp, with a polymorphism ratio of 44%, ranging from 58 to 75 bands per group. In total, were identified seven private bands in 33 genotypes. Results of molecular variance analysis showed that 40% of the total variation was observed within groups and only 60% between groups. Cluster analysis clearly showed that grapevine genotypes are highly divergent and possess abundant genetic diversities. The iPBS PCR-based genome fingerprinting technology used in this study effectively differentiated genotypes into five grapevine groups and indicated that iPBS markers are useful tools for clonal selection. The number of differences between clones was sufficient to identify them as separate clones of studied varieties containing unique mutations. Our previous phenotypic and phenological studies have confirmed that these genotypes differ from those of maternal plants. This work emphasized the need for a better understanding of the genotypic differences among closely related varieties of grapevine and has implications for the management of its selection processes.
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20
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Qiu F, Baack EJ, Whitney KD, Bock DG, Tetreault HM, Rieseberg LH, Ungerer MC. Phylogenetic trends and environmental correlates of nuclear genome size variation in Helianthus sunflowers. THE NEW PHYTOLOGIST 2019; 221:1609-1618. [PMID: 30368824 DOI: 10.1111/nph.15465] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 08/29/2018] [Indexed: 06/08/2023]
Abstract
Flowering plants serve as a powerful model for studying the evolution of nuclear genome size (GS) given the tremendous GS variation that exists both within and across angiosperm lineages. Helianthus sunflowers consist of c. 50 species native to North America that occupy diverse habitats and vary in ploidy level. In the current study, we generated a comprehensive GS database for 49 Helianthus species using flow cytometric approaches. We examined variability across the genus and present a comparative phylogenetic analysis of GS evolution in diploid Helianthus species. Results demonstrated that different clades of diploid Helianthus species showed evolutionary patterns of GS contraction, expansion and relative stasis, with annual diploid species evolving smaller GS with the highest rate of evolution. Phylogenetic comparative analyses of diploids revealed significant negative associations of GS with temperature seasonality and cell production rate, indicating that the evolution of larger GS in Helianthus diploids may be more permissible in habitats with longer growing seasons where selection for more rapid growth may be relaxed. The Helianthus GS database presented here and corresponding analyses of environmental and phenotypic correlates will facilitate ongoing and future research on the ultimate drivers of GS evolution in this well-studied North American plant genus.
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Affiliation(s)
- Fan Qiu
- Division of Biology, Kansas State University, Manhattan, KS, 66506, USA
| | - Eric J Baack
- Department of Biology, Luther College, Decorah, IA, 52101, USA
| | - Kenneth D Whitney
- Department of Biology, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Dan G Bock
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Loren H Rieseberg
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mark C Ungerer
- Division of Biology, Kansas State University, Manhattan, KS, 66506, USA
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21
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de Souza TB, Chaluvadi SR, Johnen L, Marques A, González-Elizondo MS, Bennetzen JL, Vanzela ALL. Analysis of retrotransposon abundance, diversity and distribution in holocentric Eleocharis (Cyperaceae) genomes. ANNALS OF BOTANY 2018; 122:279-290. [PMID: 30084890 PMCID: PMC6070107 DOI: 10.1093/aob/mcy066] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 04/18/2018] [Indexed: 05/23/2023]
Abstract
BACKGROUND AND AIMS Long terminal repeat-retrotransposons (LTR-RTs) comprise a large portion of plant genomes, with massive repeat blocks distributed across the chromosomes. Eleocharis species have holocentric chromosomes, and show a positive correlation between chromosome numbers and the amount of nuclear DNA. To evaluate the role of LTR-RTs in karyotype diversity in members of Eleocharis (subgenus Eleocharis), the occurrence and location of different members of the Copia and Gypsy superfamilies were compared, covering interspecific variations in ploidy levels (considering chromosome numbers), DNA C-values and chromosomal arrangements. METHODS The DNA C-value was estimated by flow cytometry. Genomes of Eleocharis elegans and E. geniculata were partially sequenced using Illumina MiSeq assemblies, which were a source for searching for conserved proteins of LTR-RTs. POL domains were used for recognition, comparing families and for probe production, considering different families of Copia and Gypsy superfamilies. Probes were obtained by PCR and used in fluorescence in situ hybridization (FISH) against chromosomes of seven Eleocharis species. KEY RESULTS A positive correlation between ploidy levels and the amount of nuclear DNA was observed, but with significant variations between samples with the same ploidy levels, associated with repetitive DNA fractions. LTR-RTs were abundant in E. elegans and E. geniculata genomes, with a predominance of Copia Sirevirus and Gypsy Athila/Tat clades. FISH using LTR-RT probes exhibited scattered and clustered signals, but with differences in the chromosomal locations of Copia and Gypsy. The diversity in LTR-RT locations suggests that there is no typical chromosomal distribution pattern for retrotransposons in holocentric chromosomes, except the CRM family with signals distributed along chromatids. CONCLUSIONS These data indicate independent fates for each LTR-RT family, including accumulation between and within chromosomes and genomes. Differential activity and small changes in LTR-RTs suggest a secondary role in nuclear DNA variation, when compared with ploidy changes.
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Affiliation(s)
- Thaíssa B de Souza
- Laboratory of Cytogenetics and Plant Diversity, Department of General Biology, Center for Biological Sciences, State University of Londrina, Londrina, Paraná, Brazil
| | | | - Lucas Johnen
- Laboratory of Cytogenetics and Plant Diversity, Department of General Biology, Center for Biological Sciences, State University of Londrina, Londrina, Paraná, Brazil
| | - André Marques
- Laboratory of Genetic Resources, Campus Arapiraca, Federal University of Alagoas, Arapiraca, Brazil
| | | | | | - André L L Vanzela
- Laboratory of Cytogenetics and Plant Diversity, Department of General Biology, Center for Biological Sciences, State University of Londrina, Londrina, Paraná, Brazil
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22
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Zhao N, Wang Y, Hua J. The Roles of Mitochondrion in Intergenomic Gene Transfer in Plants: A Source and a Pool. Int J Mol Sci 2018; 19:ijms19020547. [PMID: 29439501 PMCID: PMC5855769 DOI: 10.3390/ijms19020547] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 01/31/2018] [Accepted: 02/06/2018] [Indexed: 11/30/2022] Open
Abstract
Intergenomic gene transfer (IGT) is continuous in the evolutionary history of plants. In this field, most studies concentrate on a few related species. Here, we look at IGT from a broader evolutionary perspective, using 24 plants. We discover many IGT events by assessing the data from nuclear, mitochondrial and chloroplast genomes. Thus, we summarize the two roles of the mitochondrion: a source and a pool. That is, the mitochondrion gives massive sequences and integrates nuclear transposons and chloroplast tRNA genes. Though the directions are opposite, lots of likenesses emerge. First, mitochondrial gene transfer is pervasive in all 24 plants. Second, gene transfer is a single event of certain shared ancestors during evolutionary divergence. Third, sequence features of homologies vary for different purposes in the donor and recipient genomes. Finally, small repeats (or micro-homologies) contribute to gene transfer by mediating recombination in the recipient genome.
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Affiliation(s)
- Nan Zhao
- Laboratory of Cotton Genetics, Genomics and Breeding/Key Laboratory of Crop Heterosis and Utilization of Ministry of Education, College of Agronomy and Biotechnology , China Agricultural University, Beijing 100193, China.
| | - Yumei Wang
- Institute of Cash Crops, Hubei Academy of Agricultural Sciences, Wuhan 430064, China.
| | - Jinping Hua
- Laboratory of Cotton Genetics, Genomics and Breeding/Key Laboratory of Crop Heterosis and Utilization of Ministry of Education, College of Agronomy and Biotechnology , China Agricultural University, Beijing 100193, China.
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Kalendar R, Amenov A, Daniyarov A. Use of retrotransposon-derived genetic markers to analyse genomic variability in plants. FUNCTIONAL PLANT BIOLOGY : FPB 2018; 46:15-29. [PMID: 30939255 DOI: 10.1071/fp18098] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 08/23/2018] [Indexed: 06/09/2023]
Abstract
Transposable elements (TEs) are common mobile genetic elements comprising several classes and making up the majority of eukaryotic genomes. The movement and accumulation of TEs has been a major force shaping the genes and genomes of most organisms. Most eukaryotic genomes are dominated by retrotransposons and minimal DNA transposon accumulation. The 'copy and paste' lifecycle of replicative transposition produces new genome insertions without excising the original element. Horizontal TE transfer among lineages is rare. TEs represent a reservoir of potential genomic instability and RNA-level toxicity. Many TEs appear static and nonfunctional, but some are capable of replicating and mobilising to new positions, and somatic transposition events have been observed. The overall structure of retrotransposons and the domains responsible for the phases of their replication are highly conserved in all eukaryotes. TEs are important drivers of species diversity and exhibit great variety in their structure, size and transposition mechanisms, making them important putative actors in evolution. Because TEs are abundant in plant genomes, various applications have been developed to exploit polymorphisms in TE insertion patterns, including conventional or anchored PCR, and quantitative or digital PCR with primers for the 5' or 3' junction. Alternatively, the retrotransposon junction can be mapped using high-throughput next-generation sequencing and bioinformatics. With these applications, TE insertions can be rapidly, easily and accurately identified, or new TE insertions can be found. This review provides an overview of the TE-based applications developed for plant species and assesses the contributions of TEs to the analysis of plants' genetic diversity.
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Affiliation(s)
- Ruslan Kalendar
- Department of Agricultural Sciences, PO Box 27 (Latokartanonkaari 5), FI-00014 University of Helsinki, Helsinki, Finland
| | - Asset Amenov
- RSE 'National Center for Biotechnology', 13/5 Kurgalzhynskoye Road, Astana, 010000, Kazakhstan
| | - Asset Daniyarov
- RSE 'National Center for Biotechnology', 13/5 Kurgalzhynskoye Road, Astana, 010000, Kazakhstan
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