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Zhou S, Zhi X, Yu R, Liu Y, Zhou R. Factors contributing to mitogenome size variation and a recurrent intracellular DNA transfer in Melastoma. BMC Genomics 2023; 24:370. [PMID: 37393222 DOI: 10.1186/s12864-023-09488-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/27/2023] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND Mitogenome sizes of seed plants vary substantially even among closely related species, which are often related to horizontal or intracellular DNA transfer (HDT or IDT) events. However, the mechanisms of this size variation have not been well characterized. RESULTS Here we assembled and characterized the mitogenomes of three species of Melastoma, a tropical shrub genus experiencing rapid speciation. The mitogenomes of M. candidum (Mc), M. sanguineum (Ms) and M. dodecandrum (Md) were assembled to a circular mapping chromosome of 391,595 bp, 395,542 bp and 412,026 bp, respectively. While the mitogenomes of Mc and Ms showed good collinearity except for a large inversion of ~ 150 kb, there were many rearrangements in the mitogenomes between Md and either Mc or Ms. Most non-alignable sequences (> 80%) between Mc and Ms are from gain or loss of mitochondrial sequences. Whereas, between Md and either Mc or Ms, non-alignable sequences in Md are mainly chloroplast derived sequences (> 30%) and from putative horizontal DNA transfers (> 30%), and those in both Mc and Ms are from gain or loss of mitochondrial sequences (> 80%). We also identified a recurrent IDT event in another congeneric species, M. penicillatum, which has not been fixed as it is only found in one of the three examined populations. CONCLUSIONS By characterizing mitochondrial genome sequences of Melastoma, our study not only helps understand mitogenome size evolution in closely related species, but also cautions different evolutionary histories of mitochondrial regions due to potential recurrent IDT events in some populations or species.
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Affiliation(s)
- Shuaixi Zhou
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Xueke Zhi
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Runxian Yu
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Ying Liu
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Renchao Zhou
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, 510275, China.
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Wang W, Artiles KL, Machida S, Benkirane M, Jain N, Fire AZ. Combined direct/indirect detection allows identification of DNA termini in diverse sequencing datasets and supports a multiple-initiation-site model for HIV plus-strand synthesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.12.544617. [PMID: 37398293 PMCID: PMC10312614 DOI: 10.1101/2023.06.12.544617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Replication of genetic material involves the creation of characteristic termini. Determining these termini is important to refine our understanding of the mechanisms involved in maintaining the genomes of cellular organisms and viruses. Here we describe a computational approach combining direct and indirect readouts to detect termini from next-generation short-read sequencing. While a direct inference of termini can come from mapping the most prominent start positions of captured DNA fragments, this approach is insufficient in cases where the DNA termini are not captured, whether for biological or technical reasons. Thus, a complementary (indirect) approach to terminus detection can be applied, taking advantage of the imbalance in coverage between forward and reverse sequence reads near termini. A resulting metric ("strand bias") can be used to detect termini even where termini are naturally blocked from capture or ends are not captured during library preparation (e.g., in tagmentation-based protocols). Applying this analysis to datasets where known DNA termini are present, such as from linear double-stranded viral genomes, yielded distinct strand bias signals corresponding to these termini. To evaluate the potential to analyze a more complex situation, we applied the analysis to examine DNA termini present early after HIV infection in a cell culture model. We observed both the known termini expected based on standard models of HIV reverse transcription (the U5-right-end and U3-left-end termini) as well as a signal corresponding to a previously described additional initiation site for plus-strand synthesis (cPPT [central polypurine tract]). Interestingly, we also detected putative terminus signals at additional sites. The strongest of these are a set that share several characteristics with the previously characterized plus-strand initiation sites (the cPPT and 3' PPT [polypurine tract] sites): (i) an observed spike in directly captured cDNA ends, an indirect terminus signal evident in localized strand bias, (iii) a preference for location on the plus-strand, (iv) an upstream purine-rich motif, and (v) a decrease in terminus signal at late time points after infection. These characteristics are consistent in duplicate samples in two different genotypes (wild type and integrase-lacking HIV). The observation of distinct internal termini associated with multiple purine-rich regions raises a possibility that multiple internal initiations of plus-strand synthesis might contribute to HIV replication.
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Feng Y, Xiang X, Akhter D, Pan R, Fu Z, Jin X. Mitochondrial Phylogenomics of Fagales Provides Insights Into Plant Mitogenome Mosaic Evolution. FRONTIERS IN PLANT SCIENCE 2021; 12:762195. [PMID: 34733309 PMCID: PMC8558628 DOI: 10.3389/fpls.2021.762195] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 09/17/2021] [Indexed: 05/13/2023]
Abstract
Fagales are an order of woody plants and comprise more than 1,100 species, most of which produce economically important timbers, nuts, and fruits. Their nuclear and plastid genomes are well-sequenced and provided valuable resources to study their phylogeny, breeding, resistance, etc. However, little is known about the mitochondrial genomes (mitogenomes), which hinder a full understanding of their genome evolution. In this study, we assembled complete mitogenomes of 23 species, covering five of the seven families of Fagales. These mitogenomes had similar gene sets but varied 2.4 times in size. The mitochondrial genes were highly conserved, and their capacity in phylogeny was challenging. The mitogenomic structure was extremely dynamic, and synteny among species was poor. Further analyses of the Fagales mitogenomes revealed extremely mosaic characteristics, with horizontal transfer (HGT)-like sequences from almost all seed plant taxa and even mitoviruses. The largest mitogenome, Carpinus cordata, did not have large amounts of specific sequences but instead contained a high proportion of sequences homologous to other Fagales. Independent and unequal transfers of third-party DNA, including nuclear genome and other resources, may partially account for the HGT-like fragments and unbalanced size expansions observed in Fagales mitogenomes. Supporting this, a mitochondrial plasmid-like of nuclear origin was found in Carpinus. Overall, we deciphered the last genetic materials of Fagales, and our large-scale analyses provide new insights into plant mitogenome evolution and size variation.
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Affiliation(s)
- Yanlei Feng
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, China
- College of Agriculture and Biotechnology, Institute of Crop Science, Zhejiang University, Hangzhou, China
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Xiaoguo Xiang
- School of Life Sciences, Nanchang University, Nanchang, China
| | - Delara Akhter
- College of Agriculture and Biotechnology, Institute of Crop Science, Zhejiang University, Hangzhou, China
- Department of Genetics and Plant Breeding, Sylhet Agricultural University, Sylhet, Bangladesh
| | - Ronghui Pan
- College of Agriculture and Biotechnology, Institute of Crop Science, Zhejiang University, Hangzhou, China
| | - Zhixi Fu
- College of Life Science, Sichuan Normal University, Chengdu, China
- Sustainable Development Research Center of Resources and Environment of Western Sichuan, Sichuan Normal University, Chengdu, China
| | - Xiaohua Jin
- Institute of Botany, The Chinese Academy of Sciences, Beijing, China
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Cropano C, Place I, Manzanares C, Do Canto J, Lübberstedt T, Studer B, Thorogood D. Characterization and practical use of self-compatibility in outcrossing grass species. ANNALS OF BOTANY 2021; 127:841-852. [PMID: 33755100 PMCID: PMC8225281 DOI: 10.1093/aob/mcab043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 03/12/2021] [Accepted: 03/18/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Self-incompatibility (SI) systems prevent self-fertilization in several species of Poaceae, many of which are economically important forage, bioenergy and turf grasses. Self-incompatibility ensures cross-pollination and genetic diversity but restricts the ability to fix useful genetic variation. In most inbred crops it is possible to develop high-performing homozygous parental lines by self-pollination, which then enables the creation of F1 hybrid varieties with higher performance, a phenomenon known as heterosis. The inability to fully exploit heterosis in outcrossing grasses is partially responsible for lower levels of improvement in breeding programmes compared with inbred crops. However, SI can be overcome in forage grasses to create self-compatible populations. This is generating interest in understanding the genetical basis of self-compatibility (SC), its significance for reproductive strategies and its exploitation for crop improvement, especially in the context of F1 hybrid breeding. SCOPE We review the literature on SI and SC in outcrossing grass species. We review the currently available genomic tools and approaches used to discover and characterize novel SC sources. We discuss opportunities barely explored for outcrossing grasses that SC facilitates. Specifically, we discuss strategies for wide SC introgression in the context of the Lolium-Festuca complex and the use of SC to develop immortalized mapping populations for the dissection of a wide range of agronomically important traits. The germplasm available is a valuable practical resource and will aid understanding the basis of inbreeding depression and hybrid vigour in key temperate forage grass species. CONCLUSIONS A better understanding of the genetic control of additional SC loci offers new insight into SI systems, their evolutionary origins and their reproductive significance. Heterozygous outcrossing grass species that can be readily selfed facilitate studies of heterosis. Moreover, SC introduction into a range of grass species will enable heterosis to be exploited in innovative ways in genetic improvement programmes.
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Affiliation(s)
- Claudio Cropano
- Molecular Plant Breeding, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
- Deutsche Saatveredelung AG, Lippstadt, Germany
| | - Iain Place
- Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, UK
| | - Chloé Manzanares
- Molecular Plant Breeding, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Javier Do Canto
- Instituto Nacional de Investigación Agropecuaria (INIA), 4500 Tacuarembó, Uruguay
| | | | - Bruno Studer
- Molecular Plant Breeding, Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | - Daniel Thorogood
- Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, UK
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Araújo DS, De-Paula RB, Tomé LMR, Quintanilha-Peixoto G, Salvador-Montoya CA, Del-Bem LE, Badotti F, Azevedo VAC, Brenig B, Aguiar ERGR, Drechsler-Santos ER, Fonseca PLC, Góes-Neto A. Comparative mitogenomics of Agaricomycetes: Diversity, abundance, impact and coding potential of putative open-reading frames. Mitochondrion 2021; 58:1-13. [PMID: 33582235 DOI: 10.1016/j.mito.2021.02.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 01/31/2021] [Accepted: 02/01/2021] [Indexed: 02/07/2023]
Abstract
The mitochondrion is an organelle found in eukaryote organisms, and it is vital for different cellular pathways. The mitochondrion has its own DNA molecule and, because its genetic content is relatively conserved, despite the variation of size and structure, mitogenome sequences have been widely used as a promising molecular biomarker for taxonomy and evolution in fungi. In this study, the mitogenomes of two fungal species of Agaricomycetes class, Phellinotus piptadeniae and Trametes villosa, were assembled and annotated for the first time. We used these newly sequenced mitogenomes for comparative analyses with other 55 mitogenomes of Agaricomycetes available in public databases. Mitochondrial DNA (mtDNA) size and content are highly variable and non-coding and intronic regions, homing endonucleases (HEGs), and unidentified ORFs (uORFs) significantly contribute to the total size of the mitogenome. Furthermore, accessory genes (most of them as HEGs) are shared between distantly related species, most likely as a consequence of horizontal gene transfer events. Conversely, uORFs are only shared between taxonomically related species, most probably as a result of vertical evolutionary inheritance. Additionally, codon usage varies among mitogenomes and the GC content of mitochondrial features may be used to distinguish coding from non-coding sequences. Our results also indicated that transposition events of mitochondrial genes to the nuclear genome are not common. Despite the variation of size and content of the mitogenomes, mitochondrial genes seemed to be reliable molecular markers in our time-divergence analysis, even though the nucleotide substitution rates of mitochondrial and nuclear genomes of fungi are quite different. We also showed that many events of mitochondrial gene shuffling probably happened amongst the Agaricomycetes during evolution, which created differences in the gene order among species, even those of the same genus. Altogether, our study revealed new information regarding evolutionary dynamics in Agaricomycetes.
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Affiliation(s)
- Daniel S Araújo
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Ruth B De-Paula
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Luiz M R Tomé
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Gabriel Quintanilha-Peixoto
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Luiz-Eduardo Del-Bem
- Department of Botany, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil; Program of Bioinformatics, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Fernanda Badotti
- Department of Chemistry, Centro Federal de Educação Tecnológica de Minas Gerais, Belo Horizonte, Brazil
| | - Vasco A C Azevedo
- Program of Bioinformatics, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Bertram Brenig
- Institute of Veterinary Medicine, Burckhardtweg, University of Göttingen, Göttingen, Germany
| | - Eric R G R Aguiar
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus, Brazil
| | | | - Paula L C Fonseca
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
| | - Aristóteles Góes-Neto
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil; Program of Bioinformatics, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
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Kozik A, Rowan BA, Lavelle D, Berke L, Schranz ME, Michelmore RW, Christensen AC. The alternative reality of plant mitochondrial DNA: One ring does not rule them all. PLoS Genet 2019; 15:e1008373. [PMID: 31469821 PMCID: PMC6742443 DOI: 10.1371/journal.pgen.1008373] [Citation(s) in RCA: 157] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 09/12/2019] [Accepted: 08/16/2019] [Indexed: 01/27/2023] Open
Abstract
Plant mitochondrial genomes are usually assembled and displayed as circular maps based on the widely-held view across the broad community of life scientists that circular genome-sized molecules are the primary form of plant mitochondrial DNA, despite the understanding by plant mitochondrial researchers that this is an inaccurate and outdated concept. Many plant mitochondrial genomes have one or more pairs of large repeats that can act as sites for inter- or intramolecular recombination, leading to multiple alternative arrangements (isoforms). Most mitochondrial genomes have been assembled using methods unable to capture the complete spectrum of isoforms within a species, leading to an incomplete inference of their structure and recombinational activity. To document and investigate underlying reasons for structural diversity in plant mitochondrial DNA, we used long-read (PacBio) and short-read (Illumina) sequencing data to assemble and compare mitochondrial genomes of domesticated (Lactuca sativa) and wild (L. saligna and L. serriola) lettuce species. We characterized a comprehensive, complex set of isoforms within each species and compared genome structures between species. Physical analysis of L. sativa mtDNA molecules by fluorescence microscopy revealed a variety of linear, branched, and circular structures. The mitochondrial genomes for L. sativa and L. serriola were identical in sequence and arrangement and differed substantially from L. saligna, indicating that the mitochondrial genome structure did not change during domestication. From the isoforms in our data, we infer that recombination occurs at repeats of all sizes at variable frequencies. The differences in genome structure between L. saligna and the two other Lactuca species can be largely explained by rare recombination events that rearranged the structure. Our data demonstrate that representations of plant mitochondrial genomes as simple, circular molecules are not accurate descriptions of their true nature and that in reality plant mitochondrial DNA is a complex, dynamic mixture of forms.
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Affiliation(s)
- Alexander Kozik
- Genome Center and Department of Plant Sciences, University of California, Davis, California, United States of America
| | - Beth A. Rowan
- Genome Center and Department of Plant Sciences, University of California, Davis, California, United States of America
| | - Dean Lavelle
- Genome Center and Department of Plant Sciences, University of California, Davis, California, United States of America
| | - Lidija Berke
- Wageningen University & Research, PB Wageningen, Gelderland, The Netherlands
| | - M. Eric Schranz
- Wageningen University & Research, PB Wageningen, Gelderland, The Netherlands
| | - Richard W. Michelmore
- Genome Center and Department of Plant Sciences, University of California, Davis, California, United States of America
| | - Alan C. Christensen
- School of Biological Sciences, University of Nebraska - Lincoln, Lincoln, Nebraska, United States of America
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Sun T, Wang K, Liu C, Wang Y, Wang J, Li P. Identification of Extrachromosomal Linear microDNAs Interacted with microRNAs in the Cell Nuclei. Cells 2019; 8:cells8020111. [PMID: 30717295 PMCID: PMC6406244 DOI: 10.3390/cells8020111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 01/17/2019] [Accepted: 01/31/2019] [Indexed: 01/20/2023] Open
Abstract
Extrachromosomal DNA exists in two forms: Covalently closed circular and linear. While diverse types of circular extrachromosomal DNA have been identified with validated in vivo functions, little is known about linear extrachromosomal DNA. In this study, we identified small, single-stranded linear extrachromosomal DNAs (SSLmicroDNAs) in the nuclei of mouse hearts, mouse brains, HEK293, and HeLa cells. We used a pull-down system based on the single-stranded DNA binding protein RecAf. We found that SSLmicroDNAs aligned predominantly to intergenic and intragenic regions of the genome, owned a variety of single nucleotide polymorphism sites, and strongly associated with H3K27Ac marks. The regions were tens to hundreds of nucleotides long, periodically separated by AT, TT, or AA dinucleotides. It has been demonstrated that SSLmicroDNAs in the nuclei of normal cells target microRNAs, which regulate biological processes. In summary, our present work identified a new form of extrachromosomal DNAs, which function inside nuclei and interact with microRNAs. This finding provides a possible research field into the function of extrachromosomal DNA.
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Affiliation(s)
- Teng Sun
- Key Laboratory of Cellular Physiology, Shanxi Medical University, Ministry of Education, Taiyuan 030001, China.
- Department of Physiology, Shanxi Medical University, Taiyuan 030001, China.
| | - Kun Wang
- Institute for Translational Medicine, Qingdao University, Qingdao, China.
| | - Cuiyun Liu
- Institute for Translational Medicine, Qingdao University, Qingdao, China.
| | - Yin Wang
- Institute for Translational Medicine, Qingdao University, Qingdao, China.
| | - Jianxun Wang
- Institute for Translational Medicine, Qingdao University, Qingdao, China.
| | - Peifeng Li
- Institute for Translational Medicine, Qingdao University, Qingdao, China.
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8
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Sykes T, Yates S, Nagy I, Asp T, Small I, Studer B. In Silico Identification of Candidate Genes for Fertility Restoration in Cytoplasmic Male Sterile Perennial Ryegrass (Lolium perenne L.). Genome Biol Evol 2017; 9:351-362. [PMID: 26951780 PMCID: PMC5499803 DOI: 10.1093/gbe/evw047] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2016] [Indexed: 12/24/2022] Open
Abstract
Perennial ryegrass (Lolium perenne L.) is widely used for forage production in both permanent and temporary grassland systems. To increase yields in perennial ryegrass, recent breeding efforts have been focused on strategies to more efficiently exploit heterosis by hybrid breeding. Cytoplasmic male sterility (CMS) is a widely applied mechanism to control pollination for commercial hybrid seed production and although CMS systems have been identified in perennial ryegrass, they are yet to be fully characterized. Here, we present a bioinformatics pipeline for efficient identification of candidate restorer of fertility (Rf) genes for CMS. From a high-quality draft of the perennial ryegrass genome, 373 pentatricopeptide repeat (PPR) genes were identified and classified, further identifying 25 restorer of fertility-like PPR (RFL) genes through a combination of DNA sequence clustering and comparison to known Rf genes. This extensive gene family was targeted as the majority of Rf genes in higher plants are RFL genes. These RFL genes were further investigated by phylogenetic analyses, identifying three groups of perennial ryegrass RFLs. These three groups likely represent genomic regions of active RFL generation and identify the probable location of perennial ryegrass PPR-Rf genes. This pipeline allows for the identification of candidate PPR-Rf genes from genomic sequence data and can be used in any plant species. Functional markers for PPR-Rf genes will facilitate map-based cloning of Rf genes and enable the use of CMS as an efficient tool to control pollination for hybrid crop production.
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Affiliation(s)
- Timothy Sykes
- Institute of Agricultural Sciences, Forage Crop Genetics, ETH Zurich, Zurich, Switzerland
| | - Steven Yates
- Institute of Agricultural Sciences, Forage Crop Genetics, ETH Zurich, Zurich, Switzerland
| | - Istvan Nagy
- Department of Molecular Biology and Genetics, Research Centre Flakkebjerg, Aarhus University, Slagelse, Denmark
| | - Torben Asp
- Department of Molecular Biology and Genetics, Research Centre Flakkebjerg, Aarhus University, Slagelse, Denmark
| | - Ian Small
- Plant Energy Biology, ARC Centre of Excellence, the University of Western Australia, Crawley, Western Australia, Australia
| | - Bruno Studer
- Institute of Agricultural Sciences, Forage Crop Genetics, ETH Zurich, Zurich, Switzerland
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Warren JM, Simmons MP, Wu Z, Sloan DB. Linear Plasmids and the Rate of Sequence Evolution in Plant Mitochondrial Genomes. Genome Biol Evol 2016; 8:364-74. [PMID: 26759362 PMCID: PMC4779610 DOI: 10.1093/gbe/evw003] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/04/2016] [Indexed: 12/20/2022] Open
Abstract
The mitochondrial genomes of flowering plants experience frequent insertions of foreign sequences, including linear plasmids that also exist in standalone forms within mitochondria, but the history and phylogenetic distribution of plasmid insertions is not well known. Taking advantage of the increased availability of plant mitochondrial genome sequences, we performed phylogenetic analyses to reconstruct the evolutionary history of these plasmids and plasmid-derived insertions. Mitochondrial genomes from multiple land plant lineages (including liverworts, lycophytes, ferns, and gymnosperms) include fragmented remnants from ancient plasmid insertions. Such insertions are much more recent and widespread in angiosperms, in which approximately 75% of sequenced mitochondrial genomes contain identifiable plasmid insertions. Although conflicts between plasmid and angiosperm phylogenies provide clear evidence of repeated horizontal transfers, we were still able to detect significant phylogenetic concordance, indicating that mitochondrial plasmids have also experienced sustained periods of (effectively) vertical transmission in angiosperms. The observed levels of sequence divergence in plasmid-derived genes suggest that nucleotide substitution rates in these plasmids, which often encode their own viral-like DNA polymerases, are orders of magnitude higher than in mitochondrial chromosomes. Based on these results, we hypothesize that the periodic incorporation of mitochondrial genes into plasmids contributes to the remarkable heterogeneity in substitution rates among genes that has recently been discovered in some angiosperm mitochondrial genomes. In support of this hypothesis, we show that the recently acquired ψtrnP-trnW gene region in a maize linear plasmid is evolving significantly faster than homologous sequences that have been retained in the mitochondrial chromosome in closely related grasses.
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Affiliation(s)
| | - Mark P Simmons
- Department of Biology, Colorado State University, Fort Collins
| | - Zhiqiang Wu
- Department of Biology, Colorado State University, Fort Collins
| | - Daniel B Sloan
- Department of Biology, Colorado State University, Fort Collins
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10
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Pembleton LW, Shinozuka H, Wang J, Spangenberg GC, Forster JW, Cogan NOI. Design of an F1 hybrid breeding strategy for ryegrasses based on selection of self-incompatibility locus-specific alleles. FRONTIERS IN PLANT SCIENCE 2015; 6:764. [PMID: 26442077 PMCID: PMC4585157 DOI: 10.3389/fpls.2015.00764] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 09/05/2015] [Indexed: 05/27/2023]
Abstract
Relatively modest levels of genetic gain have been achieved in conventional ryegrass breeding when compared to cereal crops such as maize, current estimates indicating an annual improvement of 0.25-0.6% in dry matter production. This property is partially due to an inability to effectively exploit heterosis through the formation of F1 hybrids. Controlled crossing of ryegrass lines from geographically distant origins has demonstrated the occurrence of heterosis, which can result in increases of dry matter production in the order of 25%. Although capture of hybrid vigor offers obvious advantages for ryegrass cultivar production, to date there have been no effective and commercially suitable methods for obtaining high proportions of F1 hybrid seed. Continued advances in fine-scale genetic and physical mapping of the gametophytic self-incompatibility (SI) loci (S and Z) of ryegrasses are likely in the near future to permit the identification of closely linked genetic markers that define locus-specific haplotypes, allowing prediction of allelic variants and hence compatibility between different plant genotypes. Given the availability of such information, a strategy for efficient generation of ryegrass cultivars with a high proportion of F1 hybrid individuals has been simulated, which is suitable for commercial implementation. Through development of two parental pools with restricted diversity at the SI loci, relative crossing compatibility between pools is increased. Based on simulation of various levels of SI allele diversity restriction, the most effective scheme will generate 83.33% F1 hybrids. Results from the study, including the impact of varying flowering time, are discussed along with a proposed breeding design for commercial application.
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Affiliation(s)
- Luke W. Pembleton
- Biosciences Research Division, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe UniversityBundoora, VIC, Australia
| | - Hiroshi Shinozuka
- Biosciences Research Division, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
| | - Junping Wang
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Biosciences Research Division, Hamilton CentreHamilton, VIC, Australia
| | - German C. Spangenberg
- Biosciences Research Division, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe UniversityBundoora, VIC, Australia
| | - John W. Forster
- Biosciences Research Division, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe UniversityBundoora, VIC, Australia
| | - Noel O. I. Cogan
- Biosciences Research Division, AgriBio, La Trobe UniversityBundoora, VIC, Australia
- Dairy Futures Cooperative Research Centre, AgriBio, La Trobe UniversityBundoora, VIC, Australia
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Holt IJ, Jacobs HT. Unique features of DNA replication in mitochondria: a functional and evolutionary perspective. Bioessays 2014; 36:1024-31. [PMID: 25220172 DOI: 10.1002/bies.201400052] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Last year, we reported a new mechanism of DNA replication in mammals. It occurs inside mitochondria and entails the use of processed transcripts, termed bootlaces, which hybridize with the displaced parental strand as the replication fork advances. Here we discuss possible reasons why such an unusual mechanism of DNA replication might have evolved. The bootlace mechanism can minimize the occurrence and impact of single-strand breaks that would otherwise threaten genome stability. Furthermore, by providing an implicit mismatch recognition system, it should limit the occurrence of replication-dependent deletions and insertions, and defend against invading elements. Such a mechanism may also limit attempts to manipulate the mammalian mitochondrial genome.
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Affiliation(s)
- Ian J Holt
- MRC National Institute for Medical Research, London, UK
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Gualberto JM, Mileshina D, Wallet C, Niazi AK, Weber-Lotfi F, Dietrich A. The plant mitochondrial genome: dynamics and maintenance. Biochimie 2013; 100:107-20. [PMID: 24075874 DOI: 10.1016/j.biochi.2013.09.016] [Citation(s) in RCA: 189] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Accepted: 09/17/2013] [Indexed: 12/21/2022]
Abstract
Plant mitochondria have a complex and peculiar genetic system. They have the largest genomes, as compared to organelles from other eukaryotic organisms. These can expand tremendously in some species, reaching the megabase range. Nevertheless, whichever the size, the gene content remains modest and restricted to a few polypeptides required for the biogenesis of the oxidative phosphorylation chain complexes, ribosomal proteins, transfer RNAs and ribosomal RNAs. The presence of autonomous plasmids of essentially unknown function further enhances the level of complexity. The physical organization of the plant mitochondrial DNA includes a set of sub-genomic forms resulting from homologous recombination between repeats, with a mixture of linear, circular and branched structures. This material is compacted into membrane-bound nucleoids, which are the inheritance units but also the centers of genome maintenance and expression. Recombination appears to be an essential characteristic of plant mitochondrial genetic processes, both in shaping and maintaining the genome. Under nuclear surveillance, recombination is also the basis for the generation of new mitotypes and is involved in the evolution of the mitochondrial DNA. In line with, or as a consequence of its complex physical organization, replication of the plant mitochondrial DNA is likely to occur through multiple mechanisms, potentially involving recombination processes. We give here a synthetic view of these aspects.
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Affiliation(s)
- José M Gualberto
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
| | - Daria Mileshina
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
| | - Clémentine Wallet
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
| | - Adnan Khan Niazi
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
| | - Frédérique Weber-Lotfi
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
| | - André Dietrich
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084 Strasbourg, France.
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Negruk V. Mitochondrial Genome Sequence of the Legume Vicia faba. FRONTIERS IN PLANT SCIENCE 2013; 4:128. [PMID: 23675376 PMCID: PMC3646248 DOI: 10.3389/fpls.2013.00128] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2013] [Accepted: 04/19/2013] [Indexed: 05/26/2023]
Abstract
The number of plant mitochondrial genomes sequenced exceeds two dozen. However, for a detailed comparative study of different phylogenetic branches more plant mitochondrial genomes should be sequenced. This article presents sequencing data and comparative analysis of mitochondrial DNA (mtDNA) of the legume Vicia faba. The size of the V. faba circular mitochondrial master chromosome of cultivar Broad Windsor was estimated as 588,000 bp with a genome complexity of 387,745 bp and 52 conservative mitochondrial genes; 32 of them encoding proteins, 3 rRNA, and 17 tRNA genes. Six tRNA genes were highly homologous to chloroplast genome sequences. In addition to the 52 conservative genes, 114 unique open reading frames (ORFs) were found, 36 without significant homology to any known proteins and 29 with homology to the Medicago truncatula nuclear genome and to other plant mitochondrial ORFs, 49 ORFs were not homologous to M. truncatula but possessed sequences with significant homology to other plant mitochondrial or nuclear ORFs. In general, the unique ORFs revealed very low homology to known closely related legumes, but several sequence homologies were found between V. faba, Beta vulgaris, Nicotiana tabacum, Vitis vinifera, and even the monocots Oryza sativa and Zea mays. Most likely these ORFs arose independently during angiosperm evolution (Kubo and Mikami, 2007; Kubo and Newton, 2008). Computational analysis revealed in total about 45% of V. faba mtDNA sequence being homologous to the Medicago truncatula nuclear genome (more than to any sequenced plant mitochondrial genome), and 35% of this homology ranging from a few dozen to 12,806 bp are located on chromosome 1. Apparently, mitochondrial rrn5, rrn18, rps10, ATP synthase subunit alpha, cox2, and tRNA sequences are part of transcribed nuclear mosaic ORFs.
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Wang W, Wu Y, Messing J. The mitochondrial genome of an aquatic plant, Spirodela polyrhiza. PLoS One 2012; 7:e46747. [PMID: 23056432 PMCID: PMC3464924 DOI: 10.1371/journal.pone.0046747] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Accepted: 09/04/2012] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Spirodela polyrhiza is a species of the order Alismatales, which represent the basal lineage of monocots with more ancestral features than the Poales. Its complete sequence of the mitochondrial (mt) genome could provide clues for the understanding of the evolution of mt genomes in plant. METHODS Spirodela polyrhiza mt genome was sequenced from total genomic DNA without physical separation of chloroplast and nuclear DNA using the SOLiD platform. Using a genome copy number sensitive assembly algorithm, the mt genome was successfully assembled. Gap closure and accuracy was determined with PCR products sequenced with the dideoxy method. CONCLUSIONS This is the most compact monocot mitochondrial genome with 228,493 bp. A total of 57 genes encode 35 known proteins, 3 ribosomal RNAs, and 19 tRNAs that recognize 15 amino acids. There are about 600 RNA editing sites predicted and three lineage specific protein-coding-gene losses. The mitochondrial genes, pseudogenes, and other hypothetical genes (ORFs) cover 71,783 bp (31.0%) of the genome. Imported plastid DNA accounts for an additional 9,295 bp (4.1%) of the mitochondrial DNA. Absence of transposable element sequences suggests that very few nuclear sequences have migrated into Spirodela mtDNA. Phylogenetic analysis of conserved protein-coding genes suggests that Spirodela shares the common ancestor with other monocots, but there is no obvious synteny between Spirodela and rice mtDNAs. After eliminating genes, introns, ORFs, and plastid-derived DNA, nearly four-fifths of the Spirodela mitochondrial genome is of unknown origin and function. Although it contains a similar chloroplast DNA content and range of RNA editing as other monocots, it is void of nuclear insertions, active gene loss, and comprises large regions of sequences of unknown origin in non-coding regions. Moreover, the lack of synteny with known mitochondrial genomic sequences shed new light on the early evolution of monocot mitochondrial genomes.
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Affiliation(s)
- Wenqin Wang
- Waksman Institute of Microbiology, Rutgers, The State
University of New Jersey, Piscataway, New Jersey, United States of
America
| | - Yongrui Wu
- Waksman Institute of Microbiology, Rutgers, The State
University of New Jersey, Piscataway, New Jersey, United States of
America
| | - Joachim Messing
- Waksman Institute of Microbiology, Rutgers, The State
University of New Jersey, Piscataway, New Jersey, United States of
America
- * E-mail:
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15
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Alverson AJ, Zhuo S, Rice DW, Sloan DB, Palmer JD. The mitochondrial genome of the legume Vigna radiata and the analysis of recombination across short mitochondrial repeats. PLoS One 2011; 6:e16404. [PMID: 21283772 PMCID: PMC3024419 DOI: 10.1371/journal.pone.0016404] [Citation(s) in RCA: 108] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2010] [Accepted: 12/18/2010] [Indexed: 11/26/2022] Open
Abstract
The mitochondrial genomes of seed plants are exceptionally fluid in size, structure, and sequence content, with the accumulation and activity of repetitive sequences underlying much of this variation. We report the first fully sequenced mitochondrial genome of a legume, Vigna radiata (mung bean), and show that despite its unexceptional size (401,262 nt), the genome is unusually depauperate in repetitive DNA and "promiscuous" sequences from the chloroplast and nuclear genomes. Although Vigna lacks the large, recombinationally active repeats typical of most other seed plants, a PCR survey of its modest repertoire of short (38–297 nt) repeats nevertheless revealed evidence for recombination across all of them. A set of novel control assays showed, however, that these results could instead reflect, in part or entirely, artifacts of PCR-mediated recombination. Consequently, we recommend that other methods, especially high-depth genome sequencing, be used instead of PCR to infer patterns of plant mitochondrial recombination. The average-sized but repeat- and feature-poor mitochondrial genome of Vigna makes it ever more difficult to generalize about the factors shaping the size and sequence content of plant mitochondrial genomes.
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Affiliation(s)
- Andrew J Alverson
- Department of Biology, Indiana University, Bloomington, Indiana, United States of America.
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Cost of Having the Largest Mitochondrial Genome: Evolutionary Mechanism of Plant Mitochondrial Genome. ACTA ACUST UNITED AC 2010. [DOI: 10.1155/2010/620137] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The angiosperm mitochondrial genome is the largest and least gene-dense among the eukaryotes, because its intergenic regions are expanded. There seems to be no functional constraint on the size of the intergenic regions; angiosperms maintain the large mitochondrial genome size by a currently unknown mechanism. After a brief description of the angiosperm mitochondrial genome, this review focuses on our current knowledge of the mechanisms that control the maintenance and alteration of the genome. In both processes, the control of homologous recombination is crucial in terms of site and frequency. The copy numbers of various types of mitochondrial DNA molecules may also be controlled, especially during transmission of the mitochondrial genome from one generation to the next. An important characteristic of angiosperm mitochondria is that they contain polypeptides that are translated from open reading frames created as byproducts of genome alteration and that are generally nonfunctional. Such polypeptides have potential to evolve into functional ones responsible for mitochondrially encoded traits such as cytoplasmic male sterility or may be remnants of the former functional polypeptides.
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Woloszynska M. Heteroplasmy and stoichiometric complexity of plant mitochondrial genomes--though this be madness, yet there's method in't. JOURNAL OF EXPERIMENTAL BOTANY 2010; 61:657-71. [PMID: 19995826 DOI: 10.1093/jxb/erp361] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Mitochondrial heteroplasmy is defined as the coexistence of divergent mitochondrial genotypes in a cell. The ratio of the alternative genomes may be variable, but in plants, the usually prevalent main genome is accompanied by sublimons--substoichiometric mitochondrial DNA (mtDNA) molecules. Plant mitochondrial heteroplasmy was originally viewed as being associated with pathological mutations or was found in non-natural plant populations. Currently, it is considered to be a common situation in plants. Recent years have changed the previous view on the role of homologous recombination, small-scale mutations, and paternal leakage of mtDNA in the generation of heteroplasmy. Newly developed sensitive techniques have allowed the precise estimation of mtDNA stoichiometry. Mechanisms of maintenance and transmission of heteroplasmic genomes, including DNA recombination and replication, as well as mitochondrial fusion and fission, have been studied. This review describes the high level of plant mitochondrial genome complication--the 'madness' resulting from the heteroplasmic state and explains the method hidden in this madness. Heteroplasmy is described as the evolutionary strategy of uniparentally inherited plant mitochondrial genomes which do not undergo sexual recombination. In order to compensate for this deficiency, alternative types of mtDNA are substoichiometrically accumulated as a reservoir of genetic variability and may undergo accelerated evolution. Occasionally, sublimons are selected and amplified in the process called substoichiometric shifting, to take over the role of the main genome. Alternative mitochondrial genomes may recombine, yielding new mtDNA variants, or segregate during plant growth resulting in plants with mosaic phenotypes. Two opposite roles of mitochondrial heteroplasmy with respect to acceleration or counteracting of mutation accumulation are also discussed. Finally, nuclear control of heteroplasmy and substoichiometric shifting is described.
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Affiliation(s)
- Magdalena Woloszynska
- Laboratory of Molecular Cell Biology, Faculty of Biotechnology, University of Wroclaw, ul. Przybyszewskiego 63/77, 51-148 Wroclaw, Poland.
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Bartoszewski G, Gawronski P, Szklarczyk M, Verbakel H, Havey MJ. A one-megabase physical map provides insights on gene organization in the enormous mitochondrial genome of cucumber. Genome 2009; 52:299-307. [DOI: 10.1139/g09-006] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Cucumber ( Cucumis sativus ) has one of the largest mitochondrial genomes known among all eukaryotes, due in part to the accumulation of short 20 to 60 bp repetitive DNA motifs. Recombination among these repetitive DNAs produces rearrangements affecting organization and expression of mitochondrial genes. To more efficiently identify rearrangements in the cucumber mitochondrial DNA, we built two nonoverlapping 800 and 220 kb BAC contigs and assigned major mitochondrial genes to these BACs. Polymorphism carried on the largest BAC contig was used to confirm paternal transmission. Mitochondrial genes were distributed across BACs and physically distant, although occasional clustering was observed. Introns in the nad1, nad4, and nad7 genes were larger than those reported in other plants, due in part to accumulation of short repetitive DNAs and indicating that increased intron sizes contributed to mitochondrial genome expansion in cucumber. Mitochondrial genes atp6 and atp9 are physically close to each other and cotranscribed. These physical contigs will be useful for eventual sequencing of the cucumber mitochondrial DNA, which can be exploited to more efficiently screen for unique rearrangements affecting mitochondrial gene expression.
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Affiliation(s)
- Grzegorz Bartoszewski
- Department of Plant Genetics, Breeding, and Biotechnology, Faculty of Horticulture and Landscape Architecture, Warsaw University of the Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland
- Department of Genetics, Plant Breeding, and Seed Production, Agricultural University of Krakow, al. 29 Listopada 54, 31-425 Krakow, Poland
- Keygene N.V, Agro Business Park 90, 6708 PW Wageningen, The Netherlands
- US Department of Agriculture, Department of Horticulture, Agricultural Research Service, Vegetable Crops Unit, 1575 Linden Drive, University of Wisconsin, Madison, WI 53706, USA
| | - Piotr Gawronski
- Department of Plant Genetics, Breeding, and Biotechnology, Faculty of Horticulture and Landscape Architecture, Warsaw University of the Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland
- Department of Genetics, Plant Breeding, and Seed Production, Agricultural University of Krakow, al. 29 Listopada 54, 31-425 Krakow, Poland
- Keygene N.V, Agro Business Park 90, 6708 PW Wageningen, The Netherlands
- US Department of Agriculture, Department of Horticulture, Agricultural Research Service, Vegetable Crops Unit, 1575 Linden Drive, University of Wisconsin, Madison, WI 53706, USA
| | - Marek Szklarczyk
- Department of Plant Genetics, Breeding, and Biotechnology, Faculty of Horticulture and Landscape Architecture, Warsaw University of the Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland
- Department of Genetics, Plant Breeding, and Seed Production, Agricultural University of Krakow, al. 29 Listopada 54, 31-425 Krakow, Poland
- Keygene N.V, Agro Business Park 90, 6708 PW Wageningen, The Netherlands
- US Department of Agriculture, Department of Horticulture, Agricultural Research Service, Vegetable Crops Unit, 1575 Linden Drive, University of Wisconsin, Madison, WI 53706, USA
| | - Henk Verbakel
- Department of Plant Genetics, Breeding, and Biotechnology, Faculty of Horticulture and Landscape Architecture, Warsaw University of the Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland
- Department of Genetics, Plant Breeding, and Seed Production, Agricultural University of Krakow, al. 29 Listopada 54, 31-425 Krakow, Poland
- Keygene N.V, Agro Business Park 90, 6708 PW Wageningen, The Netherlands
- US Department of Agriculture, Department of Horticulture, Agricultural Research Service, Vegetable Crops Unit, 1575 Linden Drive, University of Wisconsin, Madison, WI 53706, USA
| | - Michael J. Havey
- Department of Plant Genetics, Breeding, and Biotechnology, Faculty of Horticulture and Landscape Architecture, Warsaw University of the Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland
- Department of Genetics, Plant Breeding, and Seed Production, Agricultural University of Krakow, al. 29 Listopada 54, 31-425 Krakow, Poland
- Keygene N.V, Agro Business Park 90, 6708 PW Wageningen, The Netherlands
- US Department of Agriculture, Department of Horticulture, Agricultural Research Service, Vegetable Crops Unit, 1575 Linden Drive, University of Wisconsin, Madison, WI 53706, USA
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