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Simões ASB, Borges MM, Grazina L, Nunes J. Stone Pine ( Pinus pinea L.) High-Added-Value Genetics: An Overview. Genes (Basel) 2024; 15:84. [PMID: 38254973 PMCID: PMC10815827 DOI: 10.3390/genes15010084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Stone pine (Pinus pinea L.) has received limited attention in terms of genetic research. However, genomic techniques hold promise for decoding the stone pine genome and contributing to developing a more resilient bioeconomy. Retrotransposon and specific genetic markers are effective tools for determining population-specific genomic diversity. Studies on the transcriptome and proteome have identified differentially expressed genes PAS1, CLV1, ATAF1, and ACBF involved in shoot bud formation. The stone pine proteome shows variation among populations and shows the industrial potential of the enzyme pinosylvin. Microsatellite studies have revealed low levels of polymorphism and a unique genetic diversity in stone pine, which may contribute to its environmental adaptation. Transcriptomic and proteomic analyses uncover the genetic and molecular responses of stone pine to fungal infections and nematode infestations, elucidating the defense activation, gene regulation, and the potential role of terpenes in pathogen resistance. Transcriptomics associated with carbohydrate metabolism, dehydrins, and transcription factors show promise as targets for improving stone pine's drought stress response and water retention capabilities. Stone pine presents itself as an important model tree for studying climate change adaptation due to its characteristics. While knowledge gaps exist, stone pine's genetic resources hold significant potential, and ongoing advancements in techniques offer prospects for future exploration.
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Affiliation(s)
- Ana Sofia B. Simões
- Association BLC3–Technology and Innovation Campus, Centre Bio R&D Unit, Rua Nossa Senhora da Conceição 2, Lagares da Beira, 3405-155 Oliveira do Hospital, Portugal; (M.M.B.); (L.G.); (J.N.)
| | - Margarida Machado Borges
- Association BLC3–Technology and Innovation Campus, Centre Bio R&D Unit, Rua Nossa Senhora da Conceição 2, Lagares da Beira, 3405-155 Oliveira do Hospital, Portugal; (M.M.B.); (L.G.); (J.N.)
| | - Liliana Grazina
- Association BLC3–Technology and Innovation Campus, Centre Bio R&D Unit, Rua Nossa Senhora da Conceição 2, Lagares da Beira, 3405-155 Oliveira do Hospital, Portugal; (M.M.B.); (L.G.); (J.N.)
| | - João Nunes
- Association BLC3–Technology and Innovation Campus, Centre Bio R&D Unit, Rua Nossa Senhora da Conceição 2, Lagares da Beira, 3405-155 Oliveira do Hospital, Portugal; (M.M.B.); (L.G.); (J.N.)
- BLC3 Evolution Lda, 3405-155 Oliveira do Hospital, Portugal
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Tian J, Zhang J, Francis F. Large-Scale Identification and Characterization Analysis of VQ Family Genes in Plants, Especially Gymnosperms. Int J Mol Sci 2023; 24:14968. [PMID: 37834416 PMCID: PMC10573558 DOI: 10.3390/ijms241914968] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/24/2023] [Accepted: 10/05/2023] [Indexed: 10/15/2023] Open
Abstract
VQ motif-containing (VQ) proteins are a class of transcription regulatory cofactors widely present in plants, playing crucial roles in growth and development, stress response, and defense. Although there have been some reports on the member identification and functional research of VQ genes in some plants, there is still a lack of large-scale identification and clear graphical presentation of their basic characterization information to help us to better understand this family. Especially in gymnosperms, the VQ family genes and their evolutionary relationships have not yet been reported. In this study, we systematically identified 2469 VQ genes from 56 plant species, including bryophytes, gymnosperms, and angiosperms, and analyzed their molecular and evolutionary features. We found that amino acids are only highly conserved in the VQ domain, while other positions are relatively variable; most VQ genes encode relatively small proteins and do not have introns. The GC content in Poaceae plants is the highest (up to 70%); these VQ proteins can be divided into nine subgroups. In particular, we analyzed the molecular characteristics, chromosome distribution, duplication events, and expression levels of VQ genes in three gymnosperms: Ginkgo biloba, Taxus chinensis, and Pinus tabuliformis. In gymnosperms, VQ genes are classified into 11 groups, with highly similar motifs in each group; most VQ proteins have less than 300 amino acids and are predicted to be located in nucleus. Tandem duplication is an important driving force for the expansion of the VQ gene family, and the evolutionary processes of most VQ genes and duplication events are relatively independent; some candidate VQ genes are preliminarily screened, and they are likely to be involved in plant growth and stress and defense responses. These results provide detailed information and powerful references for further understanding and utilizing the VQ family genes in various plants.
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Affiliation(s)
- Jinfu Tian
- Functional and Evolutionary Entomology, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium; (J.T.)
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, China
| | - Jiahui Zhang
- Functional and Evolutionary Entomology, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium; (J.T.)
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, China
| | - Frédéric Francis
- Functional and Evolutionary Entomology, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium; (J.T.)
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3
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Teyssier C, Rogier O, Claverol S, Gautier F, Lelu-Walter MA, Duruflé H. Comprehensive Organ-Specific Profiling of Douglas Fir ( Pseudotsuga menziesii) Proteome. Biomolecules 2023; 13:1400. [PMID: 37759800 PMCID: PMC10526743 DOI: 10.3390/biom13091400] [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: 08/08/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
The Douglas fir (Pseudotsuga menziesii) is a conifer native to North America that has become increasingly popular in plantations in France due to its many advantages as timber: rapid growth, quality wood, and good adaptation to climate change. Tree genetic improvement programs require knowledge of a species' genetic structure and history and the development of genetic markers. The very slow progress in this field, for Douglas fir as well as the entire genus Pinus, can be explained using the very large size of their genomes, as well as by the presence of numerous highly repeated sequences. Proteomics, therefore, provides a powerful way to access genomic information of otherwise challenging species. Here, we present the first Douglas fir proteomes acquired using nLC-MS/MS from 12 different plant organs or tissues. We identified 3975 different proteins and quantified 3462 of them, then examined the distribution of specific proteins across plant organs/tissues and their implications in various molecular processes. As the first large proteomic study of a resinous tree species with organ-specific profiling, this short note provides an important foundation for future genomic annotations of conifers and other trees.
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Affiliation(s)
| | - Odile Rogier
- INRAE, ONF, BioForA, UMR 0588, 45075 Orleans, France
| | - Stéphane Claverol
- Plateforme de Protéomique, Université de Bordeaux, 33405 Bordeaux, France
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Ashwath MN, Lavale SA, Santhoshkumar AV, Mohapatra SR, Bhardwaj A, Dash U, Shiran K, Samantara K, Wani SH. Genome-wide association studies: an intuitive solution for SNP identification and gene mapping in trees. Funct Integr Genomics 2023; 23:297. [PMID: 37700096 DOI: 10.1007/s10142-023-01224-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 04/26/2023] [Accepted: 08/31/2023] [Indexed: 09/14/2023]
Abstract
Analysis of natural diversity in wild/cultivated plants can be used to understand the genetic basis for plant breeding programs. Recent advancements in DNA sequencing have expanded the possibilities for genetically altering essential features. There have been several recently disclosed statistical genetic methods for discovering the genes impacting target qualities. One of these useful methods is the genome-wide association study (GWAS), which effectively identifies candidate genes for a variety of plant properties by examining the relationship between a molecular marker (such as SNP) and a target trait. Conventional QTL mapping with highly structured populations has major limitations. The limited number of recombination events results in poor resolution for quantitative traits. Only two alleles at any given locus can be studied simultaneously. Conventional mapping approach fails to work in perennial plants and vegetatively propagated crops. These limitations are sidestepped by association mapping or GWAS. The flexibility of GWAS comes from the fact that the individuals being examined need not be linked to one another, allowing for the use of all meiotic and recombination events to increase resolution. Phenotyping, genotyping, population structure analysis, kinship analysis, and marker-trait association analysis are the fundamental phases of GWAS. With the rapid development of sequencing technologies and computational methods, GWAS is becoming a potent tool for identifying the natural variations that underlie complex characteristics in crops. The use of high-throughput sequencing technologies along with genotyping approaches like genotyping-by-sequencing (GBS) and restriction site associated DNA (RAD) sequencing may be highly useful in fast-forward mapping approach like GWAS. Breeders may use GWAS to quickly unravel the genomes through QTL and association mapping by taking advantage of natural variances. The drawbacks of conventional linkage mapping can be successfully overcome with the use of high-resolution mapping and the inclusion of multiple alleles in GWAS.
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Affiliation(s)
- M N Ashwath
- Department of Forest Biology and Tree Improvement, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - Shivaji Ajinath Lavale
- Centre for Plant Biotechnology and Molecular Biology, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - A V Santhoshkumar
- Department of Forest Biology and Tree Improvement, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - Sourav Ranjan Mohapatra
- Department of Forest Biology and Tree Improvement, Odisha University of Agriculture and Technology, Bhubaneswar, Odisha, 751 003, India.
| | - Ankita Bhardwaj
- Department of Silviculture and Agroforestry, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - Umakanta Dash
- Department of Silviculture and Agroforestry, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - K Shiran
- Department of Forest Biology and Tree Improvement, Kerala Agricultural University, Thrissur, Kerala, 680 656, India
| | - Kajal Samantara
- Institute of Technology, University of Tartu, 50411, Tartu, Estonia
| | - Shabir Hussain Wani
- Mountain Research Center for Field crops, Sher-e-Kashmir University of Agricultural Sciences and Technology Srinagar, Khudwani, Srinagar, Jammu and Kashmir, India.
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Bondarenko V, Geras'kin S, Bondarenko E, Yoschenko V, Bondarenko S, Khanova A, Garbaruk D, Nanba K. Comparative analysis of epigenetic variability in two pine species exposed to chronic radiation in the chernobyl and fukushima affected zones. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 330:121799. [PMID: 37169241 DOI: 10.1016/j.envpol.2023.121799] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 05/06/2023] [Accepted: 05/08/2023] [Indexed: 05/13/2023]
Abstract
Comparative analysis of epigenetic variability in two pine species affected as a result of the Chernobyl and Fukushima accidents is presented. The absorbed dose rate within the affected Chernobyl sites varies over a wider range (1.5-24.6 μGy/h) than within the Fukushima sites (3.5-6.5 μGy/h). It was shown that chronic irradiation can change the level of whole genome methylation in pine populations, but in different ways. The genomes of Japanese red pines are hypomethylated, and the degree of methylation and hydroxymethylation decreases with an increase in the level of radiation exposure. In contrast, the percentages of genome methylation and hydroxymethylation in Scots pine populations exceed the reference levels. The observed discrepancy in the patterns of genome-wide DNA methylation can be attributed partly to the design of the study (differences in the climate, radiation dose, age and species of the pines) which could affect the results. In the frame of IRAP analysis, a larger number of different bands was observed in the Chernobyl populations compared to the Japanese populations. Both the Japanese and Chernobyl populations are characterized by significant genetic variability. However, the main part of this variability is observed within populations. The dendrograms, based on presence/absence of IRAP fragments and Nei's genetic distances, revealed subdivisions of the Chernobyl and Japanese populations according to the level of radioactive contamination. Analysis of the results presented will improve our understanding of the mechanisms underlying the responses of pine trees to chronic radiation exposure.
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Affiliation(s)
- Vladimir Bondarenko
- Russian Institute of Radiology and Agroecology, Kievskoe Shosse, 109 Km, Obninsk, Kaluga Region, 249032, Russian Federation
| | - Stanislav Geras'kin
- Russian Institute of Radiology and Agroecology, Kievskoe Shosse, 109 Km, Obninsk, Kaluga Region, 249032, Russian Federation.
| | - Ekaterina Bondarenko
- Russian Institute of Radiology and Agroecology, Kievskoe Shosse, 109 Km, Obninsk, Kaluga Region, 249032, Russian Federation
| | - Vasyl Yoschenko
- Institute of Environmental Radioactivity of Fukushima University, 1 Kanayagawa, Fukushima, 960-1296, Japan
| | - Sergey Bondarenko
- Russian Institute of Radiology and Agroecology, Kievskoe Shosse, 109 Km, Obninsk, Kaluga Region, 249032, Russian Federation
| | - Anastasiya Khanova
- Russian Institute of Radiology and Agroecology, Kievskoe Shosse, 109 Km, Obninsk, Kaluga Region, 249032, Russian Federation
| | - Dmitriy Garbaruk
- Polesye State Radiation-Ecological Reserve, 247618, Tereshkovoy Str. 7, Khoyniki, Belarus
| | - Kenji Nanba
- Institute of Environmental Radioactivity of Fukushima University, 1 Kanayagawa, Fukushima, 960-1296, Japan
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Arvas YE, Marakli S, Kaya Y, Kalendar R. The power of retrotransposons in high-throughput genotyping and sequencing. FRONTIERS IN PLANT SCIENCE 2023; 14:1174339. [PMID: 37180380 PMCID: PMC10167742 DOI: 10.3389/fpls.2023.1174339] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/11/2023] [Indexed: 05/16/2023]
Abstract
The use of molecular markers has become an essential part of molecular genetics through their application in numerous fields, which includes identification of genes associated with targeted traits, operation of backcrossing programs, modern plant breeding, genetic characterization, and marker-assisted selection. Transposable elements are a core component of all eukaryotic genomes, making them suitable as molecular markers. Most of the large plant genomes consist primarily of transposable elements; variations in their abundance contribute to most of the variation in genome size. Retrotransposons are widely present throughout plant genomes, and replicative transposition enables them to insert into the genome without removing the original elements. Various applications of molecular markers have been developed that exploit the fact that these genetic elements are present everywhere and their ability to stably integrate into dispersed chromosomal localities that are polymorphic within a species. The ongoing development of molecular marker technologies is directly related to the deployment of high-throughput genotype sequencing platforms, and this research is of considerable significance. In this review, the practical application to molecular markers, which is a use of technology of interspersed repeats in the plant genome were examined using genomic sources from the past to the present. Prospects and possibilities are also presented.
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Affiliation(s)
- Yunus Emre Arvas
- Department of Biology, Faculty of Sciences, Karadeniz Technical University, Trabzon, Türkiye
| | - Sevgi Marakli
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Yildiz Technical University, Istanbul, Türkiye
| | - Yılmaz Kaya
- Agricultural Biotechnology Department, Faculty of Agriculture, Ondokuz Mayıs University, Samsun, Türkiye
- Department of Biology, Faculty of Science, Kyrgyz-Turkish Manas University, Bishkek, Kyrgyzstan
| | - Ruslan Kalendar
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
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7
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Velasco VME, Ferreira A, Zaman S, Noordermeer D, Ensminger I, Wegrzyn JL. A long-read and short-read transcriptomics approach provides the first high-quality reference transcriptome and genome annotation for Pseudotsuga menziesii (Douglas-fir). G3 (BETHESDA, MD.) 2023; 13:jkac304. [PMID: 36454025 PMCID: PMC10468028 DOI: 10.1093/g3journal/jkac304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 12/13/2021] [Accepted: 10/19/2022] [Indexed: 12/02/2022]
Abstract
Douglas-fir (Pseudotsuga menziesii) is native to western North America. It grows in a wide range of environmental conditions and is an important timber tree. Although there are several studies on the gene expression responses of Douglas-fir to abiotic cues, the absence of high-quality transcriptome and genome data is a barrier to further investigation. Like for most conifers, the available transcriptome and genome reference dataset for Douglas-fir remains fragmented and requires refinement. We aimed to generate a highly accurate, and complete reference transcriptome and genome annotation. We deep-sequenced the transcriptome of Douglas-fir needles from seedlings that were grown under nonstress control conditions or a combination of heat and drought stress conditions using long-read (LR) and short-read (SR) sequencing platforms. We used 2 computational approaches, namely de novo and genome-guided LR transcriptome assembly. Using the LR de novo assembly, we identified 1.3X more high-quality transcripts, 1.85X more "complete" genes, and 2.7X more functionally annotated genes compared to the genome-guided assembly approach. We predicted 666 long noncoding RNAs and 12,778 unique protein-coding transcripts including 2,016 putative transcription factors. We leveraged the LR de novo assembled transcriptome with paired-end SR and a published single-end SR transcriptome to generate an improved genome annotation. This was conducted with BRAKER2 and refined based on functional annotation, repetitive content, and transcriptome alignment. This high-quality genome annotation has 51,419 unique gene models derived from 322,631 initial predictions. Overall, our informatics approach provides a new reference Douglas-fir transcriptome assembly and genome annotation with considerably improved completeness and functional annotation.
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Affiliation(s)
| | - Alyssa Ferreira
- Department of Evolution and Ecology, University of
Connecticut, Storrs, CT 06269, USA
| | - Sumaira Zaman
- Department of Evolution and Ecology, University of
Connecticut, Storrs, CT 06269, USA
| | - Devin Noordermeer
- Department of Biology, University of Toronto,
Mississauga, ON L5L 1C8, Canada
- Graduate Department of Cell and Systems Biology, University of
Toronto, Toronto, ON M5S, Canada
| | - Ingo Ensminger
- Department of Biology, University of Toronto,
Mississauga, ON L5L 1C8, Canada
- Graduate Department of Cell and Systems Biology, University of
Toronto, Toronto, ON M5S, Canada
- Graduate Department of Ecology and Evolutionary Biology, University of
Toronto, Toronto, ON M5S, Canada
| | - Jill L Wegrzyn
- Department of Evolution and Ecology, University of
Connecticut, Storrs, CT 06269, USA
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Zhang G, Zhang X, Yu S, Sun H. Novel insights on genes and pathways involved in Pinus elliottii response to resinosis. TREE PHYSIOLOGY 2023; 43:351-362. [PMID: 36209440 DOI: 10.1093/treephys/tpac118] [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: 06/06/2022] [Accepted: 08/17/2022] [Indexed: 06/16/2023]
Abstract
Pinus elliottii, an important coniferous timber species, has recently become one of the most popular sources of resin in China. Resinosis is a common disease that may negatively affect pine tree growth and production. In this study, we used single-molecule real-time sequencing and Illumina RNA sequencing to generate an accurate transcriptome for P. elliottii. The transcriptome included 90,026 transcripts, 5160 long non-coding RNAs and 7710 transcription factors. We then analyzed RNA-sequencing, small RNA-sequencing and degradome data to identify genes, miRNAs and key miRNA-target pairs involved in response to resinosis in P. elliottii. We identified 1305 genes and 1151 miRNAs exhibiting significant differential expression in response to resinosis. According to the degradome sequencing analysis, 318 differentially expressed transcripts were targets of 14 differentially expressed miRNAs. Our study has provided resources for further functional characterization of genes and miRNAs involved in resinosis in P. elliottii, which should aid the future disease-resistance breeding of this species.
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Affiliation(s)
- Guoyun Zhang
- Research Institute of Forestry, Chinese Academy of Forestry, Haidian, Beijing 100091, China
| | - Xu Zhang
- Research Institute of Subtropical Forestry of Chinese Academy of Forestry, Hangzhou, Zhejiang 311400, China
| | - Sujun Yu
- Fengshushan Forestry Farm, Jingdezhen, Jiangxi 333000, China
| | - Honggang Sun
- Research Institute of Subtropical Forestry of Chinese Academy of Forestry, Hangzhou, Zhejiang 311400, China
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Mishima K, Hirakawa H, Iki T, Fukuda Y, Hirao T, Tamura A, Takahashi M. Comprehensive collection of genes and comparative analysis of full-length transcriptome sequences from Japanese larch (Larix kaempferi) and Kuril larch (Larix gmelinii var. japonica). BMC PLANT BIOLOGY 2022; 22:470. [PMID: 36192701 PMCID: PMC9531402 DOI: 10.1186/s12870-022-03862-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Japanese larch (Larix kaempferi) is an economically important deciduous conifer species that grows in cool-temperate forests and is endemic to Japan. Kuril larch (L. gmelinii var. japonica) is a variety of Dahurian larch that is naturally distributed in the Kuril Islands and Sakhalin. The hybrid larch (L. gmelinii var. japonica × L. kaempferi) exhibits heterosis, which manifests as rapid juvenile growth and high resistance to vole grazing. Since these superior characteristics have been valued by forestry managers, the hybrid larch is one of the most important plantation species in Hokkaido. To accelerate molecular breeding in these species, we collected and compared full-length cDNA isoforms (Iso-Seq) and RNA-Seq short-read, and merged them to construct candidate gene as reference for both Larix species. To validate the results, candidate protein-coding genes (ORFs) related to some flowering signal-related genes were screened from the reference sequences, and the phylogenetic relationship with closely related species was elucidated. RESULTS Using the isoform sequencing of PacBio RS ll and the de novo assembly of RNA-Seq short-read sequences, we identified 50,690 and 38,684 ORFs in Japanese larch and Kuril larch, respectively. BUSCO completeness values were 90.5% and 92.1% in the Japanese and Kuril larches, respectively. After comparing the collected ORFs from the two larch species, a total of 19,813 clusters, comprising 22,571 Japanese larch ORFs and 22,667 Kuril larch ORFs, were contained in the intersection of the Venn diagram. In addition, we screened several ORFs related to flowering signals (SUPPRESSER OF OVEREXPRESSION OF CO1: SOC1, LEAFY: LFY, FLOWERING Locus T: FT, CONSTANCE: CO) from both reference sequences, and very similar found in other species. CONCLUSIONS The collected ORFs will be useful as reference sequences for molecular breeding of Japanese and Kuril larches, and also for clarifying the evolution of the conifer genome and investigating functional genomics.
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Affiliation(s)
- Kentaro Mishima
- Tohoku Regional Breeding Office, Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 95 Osaki, Takizawa, Iwate, 020-0621, Japan.
| | - Hideki Hirakawa
- Kazusa DNA Research Institute, 2-6-7 Kazusa-kamatari, Kisarazu, Chiba, 292-0818, Japan
| | - Taiichi Iki
- Tohoku Regional Breeding Office, Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 95 Osaki, Takizawa, Iwate, 020-0621, Japan
| | - Yoko Fukuda
- Hokkaido Regional Breeding Office, Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 561-1 Bunkyodaimidorimachi, Ebetsu, Hokkaido, 069-0836, Japan
| | - Tomonori Hirao
- Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Akira Tamura
- Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
| | - Makoto Takahashi
- Forest Tree Breeding Center, Forestry and Forest Products Research Institute, Forest Research and Management Organization, 3809-1 Ishi, Juo, Hitachi, Ibaraki, 319-1301, Japan
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Xu J, Luo H, Zhou SS, Jiao SQ, Jia KH, Nie S, Liu H, Zhao W, Wang XR, El-Kassaby YA, Porth I, Mao JF. UV-B and UV-C radiation trigger both common and distinctive signal perceptions and transmissions in Pinus tabuliformis Carr. TREE PHYSIOLOGY 2022; 42:1587-1600. [PMID: 35234958 DOI: 10.1093/treephys/tpac021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 02/17/2022] [Indexed: 06/14/2023]
Abstract
In plants, ultraviolet (UV)-light is an important driver for growth and natural distribution, and is also a valuable tool for manipulating productivity as well as biotic interactions. Understanding of plant responses to different UV radiation is sparse, especially from a systems biology perspective and particularly for conifers. Here, we evaluated the physiological and transcriptomic responses to the short-term application of high-irradiance UV-B and UV-C waves on Pinus tabuliformis Carr., a major conifer in Northern China. By undertaking time-ordered gene coexpression network analyses and network comparisons incorporating physiological traits and gene expression variation, we uncovered communalities but also differences in P. tabuliformis responses to UV-B and UV-C. Both types of spectral bands caused a significant inhibition of photosynthesis, and conversely, the improvement of antioxidant capacity, flavonoid production and signaling pathways related to stress resistance, indicating a clear switch from predominantly primary metabolism to enhanced defensive metabolism in pine. We isolated distinct subnetworks for photoreceptor-mediated signal transduction, maximum quantum efficiency of photosystem II (Fv/Fm) regulation and flavonoid biosynthesis in response to UV-B and UV-C radiation. From these subnetworks, we further identified phototropins as potentially important elements in both UV-B and UV-C signaling and, for the first time, suggesting peptide hormones to be involved in promoting flavonoid biosynthesis against UV-B, while these hormones seem not to be implicated in the defense against UV-C exposure. The present study employed an effective strategy for disentangling the complex physiological and genetic regulatory mechanisms in a nonmodel plant species, and thus, provides a suitable reference for future functional evaluations and artificial UV-light mediated growing strategies in plant production.
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Affiliation(s)
- Jie Xu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Hang Luo
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Shan-Shan Zhou
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Si-Qian Jiao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Kai-Hua Jia
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Shuai Nie
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Hui Liu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
| | - Wei Zhao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
- Department of Ecology and Environmental Science, Umeå Plant Science Centre, Umeå University, Linnaeus väg 6, Umeå SE-901 87, Sweden
| | - Xiao-Ru Wang
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
- Department of Ecology and Environmental Science, Umeå Plant Science Centre, Umeå University, Linnaeus väg 6, Umeå SE-901 87, Sweden
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, The University of British Columbia, 2424 Main Mall, Vancouver, British Columbia V6T 1Z4, Canada
| | - Ilga Porth
- Départment des Sciences du Bois et de la Forêt, Faculté de Foresterie, de Géographie et Géomatique, Université Laval Québec, 1030 Avenue de la Médecine, Québec, Québec City G1V 0A6, Canada
| | - Jian-Feng Mao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Qinghua East Road No35, Beijing 100083, China
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11
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Ence D, Smith KE, Fan S, Gomide Neves L, Paul R, Wegrzyn J, Peter GF, Kirst M, Brawner J, Nelson CD, Davis JM. NLR diversity and candidate fusiform rust resistance genes in loblolly pine. G3 GENES|GENOMES|GENETICS 2022; 12:6460333. [PMID: 34897455 PMCID: PMC9210285 DOI: 10.1093/g3journal/jkab421] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/02/2021] [Indexed: 11/14/2022]
Abstract
Abstract
Resistance to fusiform rust disease in loblolly pine (Pinus taeda) is a classic gene-for-gene system. Early resistance gene mapping in the P. taeda family 10-5 identified RAPD markers for a major fusiform rust resistance gene, Fr1. More recently, single nucleotide polymorphism (SNP) markers associated with resistance were mapped to a full-length gene model in the loblolly pine genome encoding for a nucleotide-binding site leucine-rich repeat (NLR) protein. NLR genes are one of the most abundant gene families in plant genomes and are involved in effector-triggered immunity. Inter- and intraspecies studies of NLR gene diversity and expression have resulted in improved disease resistance. To characterize NLR gene diversity and discover potential resistance genes, we assembled de novo transcriptomes from 92 loblolly genotypes from across the natural range of the species. In these transcriptomes, we identified novel NLR transcripts that are not present in the loblolly pine reference genome and found significant geographic diversity of NLR genes providing evidence of gene family evolution. We designed capture probes for these NLRs to identify and map SNPs that stably cosegregate with resistance to the SC20-21 isolate of Cronartium quercuum f.sp. fusiforme (Cqf) in half-sib progeny of the 10-5 family. We identified 10 SNPs and 2 quantitative trait loci associated with resistance to SC20-21 Cqf. The geographic diversity of NLR genes provides evidence of NLR gene family evolution in loblolly pine. The SNPs associated with rust resistance provide a resource to enhance breeding and deployment of resistant pine seedlings.
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Affiliation(s)
- Daniel Ence
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL 32611, USA
| | - Katherine E Smith
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL 32611, USA
- USDA Forest Service, Southern Research, Southern Institute of Forest Genetics, Saucier, MS 39574, USA
| | - Shenghua Fan
- Forest Health Research and Education Center, University of Kentucky, Lexington, KY 40546, USA
- Department of Horticulture, University of Kentucky, Lexington, KY 40546, USA
| | | | - Robin Paul
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Jill Wegrzyn
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Gary F Peter
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL 32611, USA
| | - Matias Kirst
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL 32611, USA
| | - Jeremy Brawner
- Department of Plant Pathology, University of Florida, Gainesville, FL 32611, USA
| | - C Dana Nelson
- USDA Forest Service, Southern Research, Southern Institute of Forest Genetics, Saucier, MS 39574, USA
- USDA Forest Service, Southern Research Station, Forest Health Research and Education Center, Lexington, KY 40546, USA
| | - John M Davis
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL 32611, USA
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12
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Ahmar S, Ballesta P, Ali M, Mora-Poblete F. Achievements and Challenges of Genomics-Assisted Breeding in Forest Trees: From Marker-Assisted Selection to Genome Editing. Int J Mol Sci 2021; 22:10583. [PMID: 34638922 PMCID: PMC8508745 DOI: 10.3390/ijms221910583] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 09/26/2021] [Accepted: 09/27/2021] [Indexed: 12/23/2022] Open
Abstract
Forest tree breeding efforts have focused mainly on improving traits of economic importance, selecting trees suited to new environments or generating trees that are more resilient to biotic and abiotic stressors. This review describes various methods of forest tree selection assisted by genomics and the main technological challenges and achievements in research at the genomic level. Due to the long rotation time of a forest plantation and the resulting long generation times necessary to complete a breeding cycle, the use of advanced techniques with traditional breeding have been necessary, allowing the use of more precise methods for determining the genetic architecture of traits of interest, such as genome-wide association studies (GWASs) and genomic selection (GS). In this sense, main factors that determine the accuracy of genomic prediction models are also addressed. In turn, the introduction of genome editing opens the door to new possibilities in forest trees and especially clustered regularly interspaced short palindromic repeats and CRISPR-associated protein 9 (CRISPR/Cas9). It is a highly efficient and effective genome editing technique that has been used to effectively implement targetable changes at specific places in the genome of a forest tree. In this sense, forest trees still lack a transformation method and an inefficient number of genotypes for CRISPR/Cas9. This challenge could be addressed with the use of the newly developing technique GRF-GIF with speed breeding.
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Affiliation(s)
- Sunny Ahmar
- Institute of Biological Sciences, University of Talca, 1 Poniente 1141, Talca 3460000, Chile;
| | - Paulina Ballesta
- The National Fund for Scientific and Technological Development, Av. del Agua 3895, Talca 3460000, Chile
| | - Mohsin Ali
- Department of Forestry and Range Management, University of Agriculture Faisalabad, Faisalabad 38000, Pakistan;
| | - Freddy Mora-Poblete
- Institute of Biological Sciences, University of Talca, 1 Poniente 1141, Talca 3460000, Chile;
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13
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Poovaiah C, Phillips L, Geddes B, Reeves C, Sorieul M, Thorlby G. Genome editing with CRISPR/Cas9 in Pinus radiata (D. Don). BMC PLANT BIOLOGY 2021; 21:363. [PMID: 34376154 PMCID: PMC8353756 DOI: 10.1186/s12870-021-03143-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 07/07/2021] [Indexed: 05/23/2023]
Abstract
BACKGROUND To meet increasing demand for forest-based products and protect natural forests from further deforestation requires increased productivity from planted forests. Genetic improvement of conifers by traditional breeding is time consuming due to the long juvenile phase and genome complexity. Genetic modification (GM) offers the opportunity to make transformational changes in shorter time frames but is challenged by current genetically modified organism (GMO) regulations. Genome editing, which can be used to generate site-specific mutations, offers the opportunity to rapidly implement targeted improvements and is globally regulated in a less restrictive way than GM technologies. RESULTS We have demonstrated CRISPR/Cas9 genome editing in P. radiata targeting a single-copy cell wall gene GUX1 in somatic embryogenic tissue and produced plantlets from the edited tissue. We generated biallelic INDELs with an efficiency of 15 % using a single gRNA. 12 % of the transgenic embryogenic tissue was edited when two gRNAs were used and deletions of up to 1.3 kb were identified. However, the regenerated plants did not contain large deletions but had single nucleotide insertions at one of the target sites. We assessed the use of CRISPR/Cas9 ribonucleoproteins (RNPs) for their ability to accomplish DNA-free genome editing in P. radiata. We chose a hybrid approach, with RNPs co-delivered with a plasmid-based selectable marker. A two-gRNA strategy was used which produced an editing efficiency of 33 %, and generated INDELs, including large deletions. Using the RNP approach, deletions found in embryogenic tissue were also present in the plantlets. But, all plants produced using the RNP strategy were monoallelic. CONCLUSIONS We have demonstrated the generation of biallelic and monoallelic INDELs in the coniferous tree P. radiata with the CRISPR/Cas9 system using plasmid expressed Cas9 gRNA and RNPs respectively. This opens the opportunity to apply genome editing in conifers to rapidly modify key traits of interest.
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14
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Sharma S, Vengavasi K, Kumar MN, Yadav SK, Pandey R. Expression of potential reference genes in response to macronutrient stress in rice and soybean. Gene 2021; 792:145742. [PMID: 34051336 DOI: 10.1016/j.gene.2021.145742] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 05/13/2021] [Accepted: 05/24/2021] [Indexed: 02/04/2023]
Abstract
Given the complexity of nutrient stress responses and the availability of a few validated reference genes, we aimed to identify robust and stable reference genes for macronutrient stress in rice and soybean. Ten potential reference genes were evaluated using geNorm, NormFinder, BestKeeper, Comparative ΔCt method, and RefFinder algorithms under low and completely starved conditions of nitrogen (N), phosphorus (P), potassium (K), and sulphur (S). Results revealed distinct sets of reference gene pairs, showing stable expression under different experimental conditions. The gene pairs TIP41/UBC(9/10/18) and F-box/UBC10 were most stable in rice and soybean, respectively under N stress. Under P stress, UBC9/UBC10 in rice and F-Box/UBC10 in soybean were most stable. Similarly, TIP41/UBC10 in rice and RING FINGER/UBC9 in soybean were the best gene pairs under K stress while F-Box/TIP41 in rice and UBC9/UBC10 in soybean were the most stable gene pairs under S stress. These reference gene pairs were validated by quantifying the expression levels of high-affinity transporters like NRT2.1/NRT2.5, PT1, AKT1, and SULTR1 for N, P, K, and S stress, respectively. This study reiterates the importance of choosing reference genes based on crop species and the experimental conditions, in order to obtain concrete answers to missing links of gene regulation in response to macronutrient deficiencies.
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Affiliation(s)
- Sandeep Sharma
- Mineral Nutrition Laboratory, Division of Plant Physiology, ICAR-Indian Agriculture Research Institute, New Delhi 110012, India
| | - Krishnapriya Vengavasi
- Mineral Nutrition Laboratory, Division of Plant Physiology, ICAR-Indian Agriculture Research Institute, New Delhi 110012, India
| | - M Nagaraj Kumar
- Mineral Nutrition Laboratory, Division of Plant Physiology, ICAR-Indian Agriculture Research Institute, New Delhi 110012, India
| | - Shiv Kumar Yadav
- Division of Seed Science and Technology, ICAR-Indian Agriculture Research Institute, New Delhi 110012, India
| | - Renu Pandey
- Mineral Nutrition Laboratory, Division of Plant Physiology, ICAR-Indian Agriculture Research Institute, New Delhi 110012, India.
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15
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Lind BM, Lu M, Obreht Vidakovic D, Singh P, Booker TR, Aitken SN, Yeaman S. Haploid, diploid, and pooled exome capture recapitulate features of biology and paralogy in two non-model tree species. Mol Ecol Resour 2021; 22:225-238. [PMID: 34270863 PMCID: PMC9292622 DOI: 10.1111/1755-0998.13474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/18/2021] [Accepted: 04/27/2021] [Indexed: 11/30/2022]
Abstract
Despite their suitability for studying evolution, many conifer species have large and repetitive giga‐genomes (16–31 Gbp) that create hurdles to producing high coverage SNP data sets that capture diversity from across the entirety of the genome. Due in part to multiple ancient whole genome duplication events, gene family expansion and subsequent evolution within Pinaceae, false diversity from the misalignment of paralog copies creates further challenges in accurately and reproducibly inferring evolutionary history from sequence data. Here, we leverage the cost‐saving benefits of pool‐seq and exome‐capture to discover SNPs in two conifer species, Douglas‐fir (Pseudotsuga menziesii var. menziesii (Mirb.) Franco, Pinaceae) and jack pine (Pinus banksiana Lamb., Pinaceae). We show, using minimal baseline filtering, that allele frequencies estimated from pooled individuals show a strong, positive correlation with those estimated by sequencing the same population as individuals (r > .948), on par with such comparisons made in model organisms. Further, we highlight the utility of haploid megagametophyte tissue for identifying sites that are probably due to misaligned paralogs. Together with additional minor filtering, we show that it is possible to remove many of the loci with large frequency estimate discrepancies between individual and pooled sequencing approaches, improving the correlation further (r > .973). Our work addresses bioinformatic challenges in non‐model organisms with large and complex genomes, highlights the use of megagametophyte tissue for the identification of paralogous artefacts, and suggests the combination of pool‐seq and exome capture to be robust for further evolutionary hypothesis testing in these systems.
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Affiliation(s)
- Brandon M Lind
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Mengmeng Lu
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - Dragana Obreht Vidakovic
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Pooja Singh
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - Tom R Booker
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada.,Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Sally N Aitken
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Sam Yeaman
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
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16
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Xu J, Nie S, Xu CQ, Liu H, Jia KH, Zhou SS, Zhao W, Zhou XQ, El-Kassaby YA, Wang XR, Porth I, Mao JF. UV-B-induced molecular mechanisms of stress physiology responses in the major northern Chinese conifer Pinus tabuliformis Carr. TREE PHYSIOLOGY 2021; 41:1247-1263. [PMID: 33416074 DOI: 10.1093/treephys/tpaa180] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 12/27/2020] [Indexed: 06/12/2023]
Abstract
During their lifetimes, plants are exposed to different abiotic stress factors eliciting various physiological responses and triggering important defense processes. For UV-B radiation responses in forest trees, the genetics and molecular regulation remain to be elucidated. Here, we exposed Pinus tabuliformis Carr., a major conifer from northern China, to short-term high-intensity UV-B and employed a systems biology approach to characterize the early physiological processes and the hierarchical gene regulation, which revealed a temporal transition from primary to secondary metabolism, the buildup of enhanced antioxidant capacity and stress-signaling activation. Our findings showed that photosynthesis and biosynthesis of photosynthetic pigments were inhibited, while flavonoids and their related derivates biosynthesis, as well as glutathione and glutathione S-transferase mediated antioxidant processes, were enhanced. Likewise, stress-related phytohormones (jasmonic acid, salicylic acid and ethylene), kinase and reactive oxygen species signal transduction pathways were activated. Biological processes regulated by auxin and karrikin were, for the first time, found to be involved in plant defense against UV-B by promoting the biosynthesis of flavonoids and the improvement of antioxidant capacity in our research system. Our work evaluated the physiological and transcriptome perturbations in a conifer's response to UV-B, and generally, highlighted the necessity of a systems biology approach in addressing plant stress biology.
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Affiliation(s)
- Jie Xu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Shuai Nie
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Chao-Qun Xu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Hui Liu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Kai-Hua Jia
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Shan-Shan Zhou
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
| | - Wei Zhao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
- Department of Ecology and Environmental Science, Umeå Plant Science Centre, Umeå University, SE-901 87 Umeå, Sweden
| | - Xian-Qing Zhou
- Qigou State-owned Forest Farm, Qigou Village, Qigou Town, Pingquan County, Chengde City, Hebei Province, 067509, China
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, The University of British Columbia, 2424 Main Mall, Vancouver, British Columbia V6T 1Z4 Canada
| | - Xiao-Ru Wang
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
- Department of Ecology and Environmental Science, Umeå Plant Science Centre, Umeå University, SE-901 87 Umeå, Sweden
| | - Ilga Porth
- Départment des Sciences du Bois et de la Forêt, Faculté de Foresterie, de Géographie et Géomatique, Université Laval Québec, 1030 Avenue de la Médecine, Québec, QC G1V 0A6, Canada
| | - Jian-Feng Mao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, National Engineering Laboratory for Tree Breeding, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, 35 Qinghua E Rd, Beijing 100083, China
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17
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Abstract
Retrotransposons are ubiquitous, generally dispersed components of eukaryotic genomes. These properties, together with their "copy and paste" lifecycle that generates insertional polymorphism without need for excision, makes them widely useful as a molecular-genetic tags. Various tagging systems have been developed that exploit the sequence conservation of retrotransposon components, such as those found in their long terminal repeats (LTRs). To detect polymorphisms for retrotransposon insertions, marker systems generally rely on PCR amplification between the termini and some component of flanking genomic DNA. As complements to various "wet lab" protocols for retrotransposon tagging, in silico bioinformatics approaches are useful for predicting likely outcomes from unsequenced accessions on the basis of reference genomes. In this chapter, we describe protocols for in silico retrotransposon-based fingerprinting techniques using the FastPCR software as an integrated tools environment for in silico PCR primer design and analysis.
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18
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Ritter EJ, Niederhuth CE. Intertwined evolution of plant epigenomes and genomes. CURRENT OPINION IN PLANT BIOLOGY 2021; 61:101990. [PMID: 33445143 DOI: 10.1016/j.pbi.2020.101990] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 12/08/2020] [Accepted: 12/17/2020] [Indexed: 06/12/2023]
Abstract
DNA methylation is found across eukaryotes; however, plants have evolved patterns and pathways of DNA methylation that are distinct from animals and fungi. DNA methylation shapes the evolution of genomes through its direct roles in transposon silencing, gene expression, genome stability, and its impact on mutation rates. In return the diversity of DNA methylation across species is shaped by genome sequence evolution. Extensive diversification of key DNA methylation pathways has continued in plants through gene duplication and loss. Meanwhile, frequent movement of transposons has altered local DNA methylation patterns and the genes affected. Only recently has the diversity and evolutionary history of plant DNA methylation become evident with the availability of increasing genomic and epigenomic data. However, much remains unresolved regarding the evolutionary forces that have shaped the dynamics of the complex and intertwined history of plant genome and epigenome evolution.
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Affiliation(s)
- Eleanore J Ritter
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Chad E Niederhuth
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA; AgBioResearch, Michigan State University, East Lansing, MI 48824, USA.
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19
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Pan X, Hu H. Development and Characterization of Novel EST-SSR Markers in Masson Pine (Pinus massoniana) Based on Transcriptome Data. RUSS J GENET+ 2021. [DOI: 10.1134/s1022795421050070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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20
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Wang D, Zheng Z, Li Y, Hu H, Wang Z, Du X, Zhang S, Zhu M, Dong L, Ren G, Yang Y. Which factors contribute most to genome size variation within angiosperms? Ecol Evol 2021; 11:2660-2668. [PMID: 33767827 PMCID: PMC7981209 DOI: 10.1002/ece3.7222] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 12/17/2020] [Accepted: 01/04/2021] [Indexed: 12/31/2022] Open
Abstract
Genome size varies greatly across the flowering plants and has played an important role in shaping their evolution. It has been reported that many factors correlate with the variation in genome size, but few studies have systematically explored this at the genomic level. Here, we scan genomic information for 74 species from 74 families in 38 orders covering the major groups of angiosperms (the taxonomic information was acquired from the latest Angiosperm Phylogeny Group (APG IV) system) to evaluate the correlation between genome size variation and different genome characteristics: polyploidization, different types of repeat sequence content, and the dynamics of long terminal repeat retrotransposons (LTRs). Surprisingly, we found that polyploidization shows no significant correlation with genome size, while LTR content demonstrates a significantly positive correlation. This may be due to genome instability after polyploidization, and since LTRs occupy most of the genome content, it may directly result in most of the genome variation. We found that the LTR insertion time is significantly negatively correlated with genome size, which may reflect the competition between insertion and deletion of LTRs in each genome, and that the old insertions are usually easy to recognize and eliminate. We also noticed that most of the LTR burst occurred within the last 3 million years, a timeframe consistent with the violent climate fluctuations in the Pleistocene. Our findings enhance our understanding of genome size evolution within angiosperms, and our methods offer immediate implications for corresponding research in other datasets.
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Affiliation(s)
- Dandan Wang
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Zeyu Zheng
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Ying Li
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Hongyin Hu
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Zhenyue Wang
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Xin Du
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Shangzhe Zhang
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Mingjia Zhu
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Longwei Dong
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Guangpeng Ren
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
| | - Yongzhi Yang
- State Key Laboratory of Grassland Agro‐EcosystemInstitute of Innovation Ecology & School of Life SciencesLanzhou UniversityLanzhouChina
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21
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Comparative Study of Pine Reference Genomes Reveals Transposable Element Interconnected Gene Networks. Genes (Basel) 2020; 11:genes11101216. [PMID: 33081418 PMCID: PMC7602945 DOI: 10.3390/genes11101216] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 10/11/2020] [Accepted: 10/13/2020] [Indexed: 12/13/2022] Open
Abstract
Sequencing the giga-genomes of several pine species has enabled comparative genomic analyses of these outcrossing tree species. Previous studies have revealed the wide distribution and extraordinary diversity of transposable elements (TEs) that occupy the large intergenic spaces in conifer genomes. In this study, we analyzed the distribution of TEs in gene regions of the assembled genomes of Pinus taeda and Pinus lambertiana using high-performance computing resources. The quality of draft genomes and the genome annotation have significant consequences for the investigation of TEs and these aspects are discussed. Several TE families frequently inserted into genes or their flanks were identified in both species’ genomes. Potentially important sequence motifs were identified in TEs that could bind additional regulatory factors, promoting gene network formation with faster or enhanced transcription initiation. Node genes that contain many TEs were observed in multiple potential transposable element-associated networks. This study demonstrated the increased accumulation of TEs in the introns of stress-responsive genes of pines and suggests the possibility of rewiring them into responsive networks and sub-networks interconnected with node genes containing multiple TEs. Many such regulatory influences could lead to the adaptive environmental response clines that are characteristic of naturally spread pine populations.
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Xu R, Wang Z, Su Y, Wang T. Characterization and Development of Microsatellite Markers in Pseudotaxus chienii (Taxaceae) Based on Transcriptome Sequencing. Front Genet 2020; 11:574304. [PMID: 33193679 PMCID: PMC7593448 DOI: 10.3389/fgene.2020.574304] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 09/21/2020] [Indexed: 12/12/2022] Open
Abstract
Pseudotaxus chienii (Taxaceae) is an endangered conifer species endemic to China. However, a lack of suitable molecular markers hinders the genomic and genetic studies on this species. Here, we characterized and developed the microsatellite markers from a newly sequenced P. chienii transcriptome. A total of 21,835 microsatellite loci were detected from 161,131 non-redundant unigene sequences, and the frequency of SSRs was 13.55%, with an average of one SSR loci per 9.18 kb. Mono-nucleotide, di-nucleotide, and tri-nucleotide were the dominant repeat types, accounting for 50.06, 13.49, and 29.39% of the total SSRs, respectively. In terms of distribution location, the coding regions (CDS) with few microsatellites and mainly consisted of tri-nucleotides. There were significant differences in the length of microsatellite among genic regions and motif types. Functional annotation showed that the unigenes containing microsatellites had a wide range of biological functions, most of which were related to basic metabolism, and a few might be involved in expression regulation of gene and response to environmental stress. In addition, 375 primer pairs were randomly selected and synthesized for the amplification and validation of microsatellite markers. Seventy-seven primer pairs were successfully amplified and 40 primer pairs were found to be polymorphic. Finally, 20 pairs of primers with high polymorphism were selected to assess the genetic diversity in four P. chienii populations. In addition, the newly developed microsatellite markers exhibited high transferability (70%) in Amentotaxus argotaenia. Our study could enable further genetic diversity analysis and functional gene mining on Taxaceae.
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Affiliation(s)
- Ruixiang Xu
- School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Zhen Wang
- School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yingjuan Su
- School of Life Sciences, Sun Yat-sen University, Guangzhou, China.,Research Institute of Sun Yat-sen University in Shenzhen, Shenzhen, China
| | - Ting Wang
- College of Life Sciences, South China Agricultural University, Guangzhou, China
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23
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Matias Hurtado FM, Pinto MDS, de Oliveira PN, Riaño-Pachón DM, Inocente LB, Carrer H. Analysis of NAC Domain Transcription Factor Genes of Tectona grandis L.f. Involved in Secondary Cell Wall Deposition. Genes (Basel) 2019; 11:E20. [PMID: 31878092 PMCID: PMC7016782 DOI: 10.3390/genes11010020] [Citation(s) in RCA: 8] [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] [Received: 11/08/2019] [Revised: 12/15/2019] [Accepted: 12/17/2019] [Indexed: 11/16/2022] Open
Abstract
NAC proteins are one of the largest families of plant-specific transcription factors (TFs). They regulate diverse complex biological processes, including secondary xylem differentiation and wood formation. Recent genomic and transcriptomic studies of Tectona grandis L.f. (teak), one of the most valuable hardwood trees in the world, have allowed identification and analysis of developmental genes. In the present work, T. grandis NAC genes were identified and analyzed regarding to their evolution and expression profile during wood formation. We analyzed the recently published T. grandis genome, and identified 130 NAC proteins that are coded by 107 gene loci. These proteins were classified into 23 clades of the NAC family, together with Populus, Eucalyptus, and Arabidopsis. Data on transcript expression revealed specific temporal and spatial expression patterns for the majority of teak NAC genes. RT-PCR indicated expression of VND genes (Tg11g04450-VND2 and Tg15g08390-VND4) related to secondary cell wall formation in xylem vessels of 16-year-old juvenile trees. Our findings open a way to further understanding of NAC transcription factor genes in T. grandis wood biosynthesis, while they are potentially useful for future studies aiming to improve biomass and wood quality using biotechnological approaches.
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Affiliation(s)
- Fernando Manuel Matias Hurtado
- Department of Biological Sciences, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Av. Pádua Dias, 11, CP 9, Piracicaba, SP 13418-900, Brazil; (F.M.M.H.); (M.d.S.P.); (P.N.d.O.)
| | - Maísa de Siqueira Pinto
- Department of Biological Sciences, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Av. Pádua Dias, 11, CP 9, Piracicaba, SP 13418-900, Brazil; (F.M.M.H.); (M.d.S.P.); (P.N.d.O.)
| | - Perla Novais de Oliveira
- Department of Biological Sciences, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Av. Pádua Dias, 11, CP 9, Piracicaba, SP 13418-900, Brazil; (F.M.M.H.); (M.d.S.P.); (P.N.d.O.)
| | - Diego Mauricio Riaño-Pachón
- Computational, Evolutionary and Systems Biology Laboratory, Center for Nuclear Energy in Agriculture (CENA), University of São Paulo. Av. Centenário 303, Piracicaba, SP 13416-000, Brazil;
| | - Laura Beatriz Inocente
- Department of Biological Sciences, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Av. Pádua Dias, 11, CP 9, Piracicaba, SP 13418-900, Brazil; (F.M.M.H.); (M.d.S.P.); (P.N.d.O.)
| | - Helaine Carrer
- Department of Biological Sciences, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Av. Pádua Dias, 11, CP 9, Piracicaba, SP 13418-900, Brazil; (F.M.M.H.); (M.d.S.P.); (P.N.d.O.)
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24
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Screening and Evaluation of Stable Reference Genes for Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR) Analysis in Chinese Fir Roots under Water, Phosphorus, and Nitrogen Stresses. FORESTS 2019. [DOI: 10.3390/f10121087] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Chinese fir (Cunninghamia lanceolata) is an economical important timber species widely planted in southeastern Asia. Decline in yield and productivity during successive rotation is believed to be linked with abiotic stress, such as drought stress and nitrogen (N) and phosphorus (P) starvation. Molecular breeding could be an option to develop tolerant genotypes. For gene expression studies using quantitative real-time reverse transcription-polymerase chain reaction (qRT-PCR), stable reference genes are needed for normalization of gene expression under different experimental conditions. However, there is no internal reference genes identified for Chinese fir under abiotic stresses. Thus, nine internal reference genes based on transcriptome data were selected and analyzed in the root of Chinese fir under drought stress and N and P starvation. Data were analyzed using geNorm, NormFinder, and BestKeeper, to screen and identify the best reference genes. The results showed that the UBQ and GAPDH genes were the two most stable genes under drought stress and the Actin1 and GAPDH were the two most stable genes under P starvation. Further, it was discovered that the Actin1 and UBC were the two most stable genes under N starvation among nine candidate reference genes. The gene expression of drought stress induced expression protein 14-3-3-4, the P transporter gene ClPht1;3, and the nitrate transporter gene NRT1.1 were used to verify the stability of the selected reference genes under drought stress and P and N starvation, respectively, and the results revealed that the screened reference genes were sufficient to normalize expression of the target genes. In conclusion, the results demonstrate that the stability of reference genes was closely related to the external conditions and reference genes applied to the roots of Chinese fir under different abiotic stress treatments were different. Our data will facilitate further studies on stress ecology and gene function analysis in Chinese fir.
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25
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Marakli S, Calis A, Gozukirmizi N. Determination of Barley-Specific Retrotransposons’ Movements in Pinus nigra ssp. pallasiana Varieties: pyramidata and Seneriana. RUSS J GENET+ 2019. [DOI: 10.1134/s1022795419010101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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26
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Liu Y, El-Kassaby YA. Novel Insights into Plant Genome Evolution and Adaptation as Revealed through Transposable Elements and Non-Coding RNAs in Conifers. Genes (Basel) 2019; 10:genes10030228. [PMID: 30889931 PMCID: PMC6470726 DOI: 10.3390/genes10030228] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 03/08/2019] [Accepted: 03/11/2019] [Indexed: 01/03/2023] Open
Abstract
Plant genomes are punctuated by repeated bouts of proliferation of transposable elements (TEs), and these mobile bursts are followed by silencing and decay of most of the newly inserted elements. As such, plant genomes reflect TE-related genome expansion and shrinkage. In general, these genome activities involve two mechanisms: small RNA-mediated epigenetic repression and long-term mutational decay and deletion, that is, genome-purging. Furthermore, the spatial relationships between TE insertions and genes are an important force in shaping gene regulatory networks, their downstream metabolic and physiological outputs, and thus their phenotypes. Such cascading regulations finally set up a fitness differential among individuals. This brief review demonstrates factual evidence that unifies most updated conceptual frameworks covering genome size, architecture, epigenetic reprogramming, and gene expression. It aims to give an overview of the impact that TEs may have on genome and adaptive evolution and to provide novel insights into addressing possible causes and consequences of intimidating genome sizes (20⁻30 Gb) in a taxonomic group, conifers.
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Affiliation(s)
- Yang Liu
- Department of Forest and Conservation Sciences, The University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada.
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, The University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada.
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27
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Farhat P, Hidalgo O, Robert T, Siljak-Yakovlev S, Leitch IJ, Adams RP, Bou Dagher-Kharrat M. Polyploidy in the Conifer Genus Juniperus: An Unexpectedly High Rate. FRONTIERS IN PLANT SCIENCE 2019; 10:676. [PMID: 31191584 PMCID: PMC6541006 DOI: 10.3389/fpls.2019.00676] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 05/06/2019] [Indexed: 05/02/2023]
Abstract
Recent research suggests that the frequency of polyploidy may have been underestimated in gymnosperms. One notable example is in the conifer genus Juniperus, where there are already a few reports of polyploids although data are still missing for most species. In this study, we evaluated the extent of polyploidy in Juniperus by conducting the first comprehensive screen across nearly all of the genus. Genome size data from fresh material, together with chromosome counts, were used to demonstrate that genome sizes estimated from dried material could be used as reliable proxies to uncover the extent of ploidy diversity across the genus. Our analysis revealed that 16 Juniperus taxa were polyploid, with tetraploids and one hexaploid being reported. Furthermore, by analyzing the genome size and chromosome data within a phylogenetic framework we provide the first evidence of possible lineage-specific polyploidizations within the genus. Genome downsizing following polyploidization is moderate, suggesting limited genome restructuring. This study highlights the importance of polyploidy in Juniperus, making it the first conifer genus and only the second genus in gymnosperms where polyploidy is frequent. In this sense, Juniperus represents an interesting model for investigating the genomic and ecological consequences of polyploidy in conifers.
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Affiliation(s)
- Perla Farhat
- Laboratoire Biodiversité et Génomique Fonctionnelle, Faculté des Sciences, Université Saint-Joseph, Campus Sciences et Technologies, Beirut, Lebanon
- Ecologie Systématique Evolution, Univ. Paris-Sud, CNRS, AgroParisTech, Université Paris-Saclay, Orsay, France
| | - Oriane Hidalgo
- Royal Botanic Gardens Kew, Richmond, United Kingdom
- Laboratori de Botànica, Facultat de Farmàcia, Universitat de Barcelona, Unitat Associada CSIC, Barcelona, Spain
| | - Thierry Robert
- Ecologie Systématique Evolution, Univ. Paris-Sud, CNRS, AgroParisTech, Université Paris-Saclay, Orsay, France
- Biology Department, Sorbonne Université, Paris, France
| | - Sonja Siljak-Yakovlev
- Ecologie Systématique Evolution, Univ. Paris-Sud, CNRS, AgroParisTech, Université Paris-Saclay, Orsay, France
| | | | - Robert P. Adams
- Biology Department, Baylor University, Waco, TX, United States
| | - Magda Bou Dagher-Kharrat
- Laboratoire Biodiversité et Génomique Fonctionnelle, Faculté des Sciences, Université Saint-Joseph, Campus Sciences et Technologies, Beirut, Lebanon
- *Correspondence: Magda Bou Dagher-Kharrat
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28
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Cossu RM, Casola C, Giacomello S, Vidalis A, Scofield DG, Zuccolo A. LTR Retrotransposons Show Low Levels of Unequal Recombination and High Rates of Intraelement Gene Conversion in Large Plant Genomes. Genome Biol Evol 2018; 9:3449-3462. [PMID: 29228262 PMCID: PMC5751070 DOI: 10.1093/gbe/evx260] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2017] [Indexed: 12/29/2022] Open
Abstract
The accumulation and removal of transposable elements (TEs) is a major driver of genome size evolution in eukaryotes. In plants, long terminal repeat (LTR) retrotransposons (LTR-RTs) represent the majority of TEs and form most of the nuclear DNA in large genomes. Unequal recombination (UR) between LTRs leads to removal of intervening sequence and formation of solo-LTRs. UR is a major mechanism of LTR-RT removal in many angiosperms, but our understanding of LTR-RT-associated recombination within the large, LTR-RT-rich genomes of conifers is quite limited. We employ a novel read-based methodology to estimate the relative rates of LTR-RT-associated UR within the genomes of four conifer and seven angiosperm species. We found the lowest rates of UR in the largest genomes studied, conifers and the angiosperm maize. Recombination may also resolve as gene conversion, which does not remove sequence, so we analyzed LTR-RT-associated gene conversion events (GCEs) in Norway spruce and six angiosperms. Opposite the trend for UR, we found the highest rates of GCEs in Norway spruce and maize. Unlike previous work in angiosperms, we found no evidence that rates of UR correlate with retroelement structural features in the conifers, suggesting that another process is suppressing UR in these species. Recent results from diverse eukaryotes indicate that heterochromatin affects the resolution of recombination, by favoring gene conversion over crossing-over, similar to our observation of opposed rates of UR and GCEs. Control of LTR-RT proliferation via formation of heterochromatin would be a likely step toward large genomes in eukaryotes carrying high LTR-RT content.
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Affiliation(s)
- Rosa Maria Cossu
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.,Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia (IIT), Genova, Italy
| | - Claudio Casola
- Department of Ecosystem Science and Management, Texas A&M University
| | - Stefania Giacomello
- Science for Life Laboratory, School of Biotechnology, Royal Institute of Technology, Solna, Sweden.,Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden
| | - Amaryllis Vidalis
- Department of Ecology and Environmental Science, Umeå University, Sweden.,Section of Population Epigenetics and Epigenomics, Center of Life and Food Sciences Weihenstephan, Technische Universität München, Freising, Germany
| | - Douglas G Scofield
- Department of Ecology and Environmental Science, Umeå University, Sweden.,Department of Ecology and Genetics: Evolutionary Biology, Uppsala University, Sweden.,Uppsala Multidisciplinary Center for Advanced Computational Science, Uppsala University, Sweden
| | - Andrea Zuccolo
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.,Istituto di Genomica Applicata, Udine, Italy
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29
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Yang Y, Xuan L, Yu C, Wang Z, Xu J, Fan W, Guo J, Yin Y. High-density genetic map construction and quantitative trait loci identification for growth traits in (Taxodium distichum var. distichum × T. mucronatum) × T. mucronatum. BMC PLANT BIOLOGY 2018; 18:263. [PMID: 30382825 PMCID: PMC6474422 DOI: 10.1186/s12870-018-1493-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 10/19/2018] [Indexed: 05/04/2023]
Abstract
BACKGROUND 'Zhongshanshan' is the general designation for the superior interspecific hybrid clones of Taxodium species, which is widely grown for economic and ecological purposes in southern China. Growth is the priority objective in 'Zhongshanshan' tree improvement. A high-density linkage map is vital to efficiently identify key quantitative trait loci (QTLs) that affect growth. RESULTS In total, 403.16 Gb of data, containing 2016,336 paired-end reads, was obtained after preprocessing. The average sequencing depth was 28.49 in T. distichum var. distichum, 25.18 in T. mucronatum, and 11.12 in each progeny. In total, 524,662 high-quality SLAFs were detected, of which 249,619 were polymorphic, and 6166 of the polymorphic markers met the requirements for use in constructing a genetic map. The final map harbored 6156 SLAF markers on 11 linkage groups, and was 1137.86 cM in length, with an average distance of 0.18 cM between adjacent markers. Separate QTL analyses of traits in different years by CIM detected 7 QTLs. While combining multiple-year data, 13 QTLs were detected by ICIM. 5 QTLs were repeatedly detected by the two methods, and among them, 3 significant QTLs (q6-2, q4-2 and q2-1) were detected in at least two traits. Bioinformatic analysis discoveried a gene annotated as a leucine-rich repeat receptor-like kinase gene within q4-2. CONCLUSIONS This map is the most saturated one constructed in a Taxodiaceae species to date, and would provide useful information for future comparative mapping, genome assembly, and marker-assisted selection.
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Affiliation(s)
- Ying Yang
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Lei Xuan
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Chaoguang Yu
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Ziyang Wang
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Jianhua Xu
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Wencai Fan
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Jinbo Guo
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
| | - Yunlong Yin
- Plant Ecology Research Center, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
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30
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Zeng J, Chen J, Kou Y, Wang Y. Application of EST-SSR markers developed from the transcriptome of Torreya grandis (Taxaceae), a threatened nut-yielding conifer tree. PeerJ 2018; 6:e5606. [PMID: 30258714 PMCID: PMC6151121 DOI: 10.7717/peerj.5606] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2018] [Accepted: 08/17/2018] [Indexed: 02/04/2023] Open
Abstract
Torreya grandis (Taxaceae) is an ancient conifer species endemic to southeast China. Because of its nutrient-rich and delicious seeds, this species has been utilized for centuries by the Chinese. However, transcriptome data and transcriptome-derived microsatellite markers for population genetics studies are still insufficient for understanding of this species’ genetic basis. In this study, a transcriptome from T. grandis leaves was generated using Illumina sequencing. A total of 69,920 unigenes were generated after de novo assembly, and annotated by searching against seven protein databases. In addition, 2,065 expressed sequence tag–simple sequence repeats (EST-SSRs) were detected, with the distribution frequency of 2.75% of total unigenes and average number of 0.03 SSRs per unigene. Among these EST-SSRs, 1,339 primer pairs were successfully designed, and 106 primer pairs were randomly selected for the development of potential molecular markers. Among them, 11 EST-SSR markers revealed a moderate level of genetic diversity, and were used to investigate the population structure of T. grandis. Two different genetic groups within this species were revealed using these EST-SSR markers, indicating that these markers developed in this study can be effectively applied to the population genetic analysis of T. grandis.
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Affiliation(s)
- Jun Zeng
- Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Jie Chen
- State Key Laboratory of Grassland Agro-Ecosystems, School of Life Sciences, Lanzhou University, Lanzhou, China
| | - Yixuan Kou
- Laboratory of Subtropical Biodiversity, School of Agricultural Sciences, Jiangxi Agricultural University, Nanchang, China
| | - Yujin Wang
- State Key Laboratory of Grassland Agro-Ecosystems, School of Life Sciences, Lanzhou University, Lanzhou, China
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31
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Casola C, Koralewski TE. Pinaceae show elevated rates of gene turnover that are robust to incomplete gene annotation. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2018; 95:862-876. [PMID: 29901849 DOI: 10.1111/tpj.13994] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 05/22/2018] [Accepted: 05/29/2018] [Indexed: 06/08/2023]
Abstract
Gene duplications and gene losses are major determinants of genome evolution and phenotypic diversity. The frequency of gene turnover (gene gains and gene losses combined) is known to vary between organisms. Comparative genomic analyses of gene families can highlight such variation; however, estimates of gene turnover may be biased when using highly fragmented genome assemblies resulting in poor gene annotations. Here, we address potential biases introduced by gene annotation errors in estimates of gene turnover frequencies in a dataset including both well-annotated angiosperm genomes and the incomplete gene sets of four Pinaceae, including two pine species, Norway spruce and Douglas-fir. We show that Pinaceae experienced higher gene turnover rates than angiosperm lineages lacking recent whole-genome duplications. This finding is robust to both known major issues in Pinaceae gene sets: missing gene models and erroneous annotation of pseudogenes. A separate analysis limited to the four Pinaceae gene sets pointed to an accelerated gene turnover rate in pines compared with Norway spruce and Douglas-fir. Our results indicate that gene turnover significantly contributes to genome variation and possibly to speciation in Pinaceae, particularly in pines. Moreover, these findings indicate that reliable estimates of gene turnover frequencies can be discerned in incomplete and potentially inaccurate gene sets. Because gymnosperms are known to exhibit low overall substitution rates compared with angiosperms, our results suggest that the rate of single-base pair mutations is uncoupled from the rate of large DNA duplications and deletions associated with gene turnover in Pinaceae.
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Affiliation(s)
- Claudio Casola
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, 77843-2138, USA
| | - Tomasz E Koralewski
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, 77843-2138, USA
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32
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Abstract
Conifers are the dominant plant species throughout the high latitude boreal forests as well as some lower latitude temperate forests of North America, Europe, and Asia. As such, they play an integral economic and ecological role across much of the world. This study focused on the characterization of needle transcriptomes from four ecologically important and understudied North American white pines within the Pinus subgenus Strobus. The populations of many Strobus species are challenged by native and introduced pathogens, native insects, and abiotic factors. RNA from the needles of western white pine (Pinus monticola), limber pine (Pinus flexilis), whitebark pine (Pinus albicaulis), and sugar pine (Pinus lambertiana) was sampled, Illumina short read sequenced, and de novo assembled. The assembled transcripts and their subsequent structural and functional annotations were processed through custom pipelines to contend with the challenges of non-model organism transcriptome validation. Orthologous gene family analysis of over 58,000 translated transcripts, implemented through Tribe-MCL, estimated the shared and unique gene space among the four species. This revealed 2025 conserved gene families, of which 408 were aligned to estimate levels of divergence and reveal patterns of selection. Specific candidate genes previously associated with drought tolerance and white pine blister rust resistance in conifers were investigated.
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33
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Perera D, Magbanua ZV, Thummasuwan S, Mukherjee D, Arick M, Chouvarine P, Nairn CJ, Schmutz J, Grimwood J, Dean JFD, Peterson DG. Exploring the loblolly pine (Pinus taeda L.) genome by BAC sequencing and Cot analysis. Gene 2018; 663:165-177. [PMID: 29655895 DOI: 10.1016/j.gene.2018.04.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Revised: 03/20/2018] [Accepted: 04/10/2018] [Indexed: 02/06/2023]
Abstract
Loblolly pine (LP; Pinus taeda L.) is an economically and ecologically important tree in the southeastern U.S. To advance understanding of the loblolly pine (LP; Pinus taeda L.) genome, we sequenced and analyzed 100 BAC clones and performed a Cot analysis. The Cot analysis indicates that the genome is composed of 57, 24, and 10% highly-repetitive, moderately-repetitive, and single/low-copy sequences, respectively (the remaining 9% of the genome is a combination of fold back and damaged DNA). Although single/low-copy DNA only accounts for 10% of the LP genome, the amount of single/low-copy DNA in LP is still 14 times the size of the Arabidopsis genome. Since gene numbers in LP are similar to those in Arabidopsis, much of the single/low-copy DNA of LP would appear to be composed of DNA that is both gene- and repeat-poor. Macroarrays prepared from a LP bacterial artificial chromosome (BAC) library were hybridized with probes designed from cell wall synthesis/wood development cDNAs, and 50 of the "targeted" clones were selected for further analysis. An additional 25 clones were selected because they contained few repeats, while 25 more clones were selected at random. The 100 BAC clones were Sanger sequenced and assembled. Of the targeted BACs, 80% contained all or part of the cDNA used to target them. One targeted BAC was found to contain fungal DNA and was eliminated from further analysis. Combinations of similarity-based and ab initio gene prediction approaches were utilized to identify and characterize potential coding regions in the 99 BACs containing LP DNA. From this analysis, we identified 154 gene models (GMs) representing both putative protein-coding genes and likely pseudogenes. Ten of the GMs (all of which were specifically targeted) had enough support to be classified as intact genes. Interestingly, the 154 GMs had statistically indistinguishable (α = 0.05) distributions in the targeted and random BAC clones (15.18 and 12.61 GM/Mb, respectively), whereas the low-repeat BACs contained significantly fewer GMs (7.08 GM/Mb). However, when GM length was considered, the targeted BACs had a significantly greater percentage of their length in GMs (3.26%) when compared to random (1.63%) and low-repeat (0.62%) BACs. The results of our study provide insight into LP evolution and inform ongoing efforts to produce a reference genome sequence for LP, while characterization of genes involved in cell wall production highlights carbon metabolism pathways that can be leveraged for increasing wood production.
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Affiliation(s)
- Dinum Perera
- Institute for Genomics, Biocomputing & Biotechnology, Mississippi State University, Mississippi State, MS 39762, USA
| | - Zenaida V Magbanua
- National Institute of Molecular Biology & Biotechnology, National Science Complex, College of Science, University of the Philippines, Diliman, Quezon City, Philippines
| | - Supaphan Thummasuwan
- Department of Agricultural Sciences, Naresuan University, Phitsanulok, Thailand.
| | - Dipaloke Mukherjee
- Department of Food Science, Nutrition, & Health Promotion, Mississippi State University, Mississippi State, MS 39762, USA.
| | - Mark Arick
- Institute for Genomics, Biocomputing & Biotechnology, Mississippi State University, Mississippi State, MS 39762, USA.
| | - Philippe Chouvarine
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Campbell J Nairn
- Warnell School of Forest Resources, University of Georgia, Athens, GA 30602, USA.
| | - Jeremy Schmutz
- US Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA; HudsonAlpha Institute for Biotechnology, 601 Genome Way, Huntsville, AL 35801, USA.
| | - Jane Grimwood
- US Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA; HudsonAlpha Institute for Biotechnology, 601 Genome Way, Huntsville, AL 35801, USA.
| | - Jeffrey F D Dean
- Department of Biochemistry, Molecular Biology, Entomology & Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA.
| | - Daniel G Peterson
- Institute for Genomics, Biocomputing & Biotechnology, Mississippi State University, Mississippi State, MS 39762, USA; Department of Plant & Soil Sciences, Mississippi State University, Mississippi State, MS 39762, USA.
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Complete chloroplast genome sequence and comparative analysis of loblolly pine (Pinus taeda L.) with related species. PLoS One 2018; 13:e0192966. [PMID: 29596414 PMCID: PMC5875761 DOI: 10.1371/journal.pone.0192966] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 02/01/2018] [Indexed: 12/14/2022] Open
Abstract
Pinaceae, the largest family of conifers, has a diversified organization of chloroplast (cp) genomes with two typical highly reduced inverted repeats (IRs). In the current study, we determined the complete sequence of the cp genome of an economically and ecologically important conifer tree, the loblolly pine (Pinus taeda L.), using Illumina paired-end sequencing and compared the sequence with those of other pine species. The results revealed a genome size of 121,531 base pairs (bp) containing a pair of 830-bp IR regions, distinguished by a small single copy (42,258 bp) and large single copy (77,614 bp) region. The chloroplast genome of P. taeda encodes 120 genes, comprising 81 protein-coding genes, four ribosomal RNA genes, and 35 tRNA genes, with 151 randomly distributed microsatellites. Approximately 6 palindromic, 34 forward, and 22 tandem repeats were found in the P. taeda cp genome. Whole cp genome comparison with those of other Pinus species exhibited an overall high degree of sequence similarity, with some divergence in intergenic spacers. Higher and lower numbers of indels and single-nucleotide polymorphism substitutions were observed relative to P. contorta and P. monophylla, respectively. Phylogenomic analyses based on the complete genome sequence revealed that 60 shared genes generated trees with the same topologies, and P. taeda was closely related to P. contorta in the subgenus Pinus. Thus, the complete P. taeda genome provided valuable resources for population and evolutionary studies of gymnosperms and can be used to identify related species.
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Pellicer J, Hidalgo O, Dodsworth S, Leitch IJ. Genome Size Diversity and Its Impact on the Evolution of Land Plants. Genes (Basel) 2018; 9:E88. [PMID: 29443885 PMCID: PMC5852584 DOI: 10.3390/genes9020088] [Citation(s) in RCA: 162] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 02/02/2018] [Accepted: 02/05/2018] [Indexed: 01/09/2023] Open
Abstract
Genome size is a biodiversity trait that shows staggering diversity across eukaryotes, varying over 64,000-fold. Of all major taxonomic groups, land plants stand out due to their staggering genome size diversity, ranging ca. 2400-fold. As our understanding of the implications and significance of this remarkable genome size diversity in land plants grows, it is becoming increasingly evident that this trait plays not only an important role in shaping the evolution of plant genomes, but also in influencing plant community assemblages at the ecosystem level. Recent advances and improvements in novel sequencing technologies, as well as analytical tools, make it possible to gain critical insights into the genomic and epigenetic mechanisms underpinning genome size changes. In this review we provide an overview of our current understanding of genome size diversity across the different land plant groups, its implications on the biology of the genome and what future directions need to be addressed to fill key knowledge gaps.
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Affiliation(s)
- Jaume Pellicer
- Department of Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew TW9 3DS, UK.
| | - Oriane Hidalgo
- Department of Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew TW9 3DS, UK.
| | - Steven Dodsworth
- Department of Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew TW9 3DS, UK.
| | - Ilia J Leitch
- Department of Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew TW9 3DS, UK.
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García-Gutiérrez Á, Cánovas FM, Ávila C. Glutamate synthases from conifers: gene structure and phylogenetic studies. BMC Genomics 2018; 19:65. [PMID: 29351733 PMCID: PMC5775586 DOI: 10.1186/s12864-018-4454-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 01/15/2018] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Plants synthesize glutamate from ammonium by the combined activity of the enzymes glutamine synthetase (GS) and glutamate synthase (GOGAT) through the glutamate synthase cycle. In plants, there are two forms of glutamate synthases that differ in their electron donors, NADH-GOGAT (EC 1.4.1.14) and Fd-GOGAT (EC 1.4.7.1), which have differential roles either in primary ammonia assimilation or in the reassimilation of ammonium from different catabolic processes. Glutamate synthases are complex iron-sulfur flavoproteins containing functional domains involved in the control and coordination of their catalytic activities in annual plants. In conifers, partial cDNA sequences for GOGATs have been isolated and used for gene expression studies. However, knowledge of the gene structure and of phylogenetic relationships with other plant enzymes is quite scant. RESULTS Technological advances in conifer megagenomes sequencing have made it possible to obtain full-length cDNA sequences encoding Fd- and NADH-GOGAT from maritime pine, as well as BAC clones containing sequences for NADH-GOGAT and Fd-GOGAT genes. In the current study, we studied the genomic organization of pine GOGAT genes, the size of their exons/introns, copy numbers in the pine genome and relationships with other plant genes. Phylogenetic analysis was performed, and the degree of preservation and dissimilarity of key domains for the catalytic activities of these enzymes in different taxa were determined. CONCLUSIONS Fd- and NADH-GOGAT are encoded by single-copy genes in the maritime pine genome. The Fd-GOGAT gene is extremely large spanning more than 330 kb and the presence of very long introns highlights the important contribution of LTR retrotransposons to the gene size in conifers. In contrast, the structure of the NADH-GOGAT gene is similar to the orthologous genes in angiosperms. Our phylogenetic analysis indicates that these two genes had different origins during plant evolution. The results provide new insights into the structure and molecular evolution of these essential genes.
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Affiliation(s)
- Ángel García-Gutiérrez
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
| | - Francisco M. Cánovas
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
| | - Concepción Ávila
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
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Yi F, Ling J, Xiao Y, Zhang H, Ouyang F, Wang J. ConTEdb: a comprehensive database of transposable elements in conifers. Database (Oxford) 2018; 2018:5255192. [PMID: 30576494 PMCID: PMC6301336 DOI: 10.1093/database/bay131] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Revised: 10/24/2018] [Accepted: 11/26/2018] [Indexed: 11/14/2022]
Abstract
Conifers are the largest and most ubiquitous group of gymnosperms and have significant ecological significance and economic importance. However, the huge and complex genomes have hindered the sequencing and mining of conifer genomes. In this study, we identified 413 423 transposable elements (TEs) from Picea abies, Picea glauca and Pinus taeda using a combination of multiple approaches and classified them into 11 133 families. A comprehensive web-based database, ConTEdb, was constructed and served for researchers. ConTEdb enables users to browse, retrieve and download the TE sequences from the database. Several analysis tools are integrated into ConTEdb to help users mine the TE data easily and effectively. In summary, ConTEdb provides a platform to study TE biology and functional genomics in conifers.
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Affiliation(s)
- Fei Yi
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
- College of Biological and Pharmaceutical Sciences, Three Gorges University, Yichang, China
| | - Juanjuan Ling
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
| | - Yao Xiao
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
| | - Hanguo Zhang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
| | - Fangqun Ouyang
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
| | - Junhui Wang
- State Key Laboratory of Tree Genetics and Breeding, Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
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Volkova PY, Geras'kin SA, Horemans N, Makarenko ES, Saenen E, Duarte GT, Nauts R, Bondarenko VS, Jacobs G, Voorspoels S, Kudin M. Chronic radiation exposure as an ecological factor: Hypermethylation and genetic differentiation in irradiated Scots pine populations. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2018; 232:105-112. [PMID: 28931465 DOI: 10.1016/j.envpol.2017.08.123] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 08/14/2017] [Accepted: 08/24/2017] [Indexed: 05/18/2023]
Abstract
Genetic and epigenetic changes were investigated in chronically irradiated Scots pine (Pinus sylvestris L.) populations from territories that were heavily contaminated by radionuclides as result of the Chernobyl Nuclear Power Plant accident. In comparison to the reference site, the genetic diversity revealed by electrophoretic mobility of AFLPs was found to be significantly higher at the radioactively contaminated areas. In addition, the genome of pine trees was significantly hypermethylated at 4 of the 7 affected sites.
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Affiliation(s)
- P Yu Volkova
- Institute of Radiology and Agroecology, 249030, Obninsk, Russian Federation.
| | - S A Geras'kin
- Institute of Radiology and Agroecology, 249030, Obninsk, Russian Federation
| | - N Horemans
- Belgian Nuclear Research Centre SCK•CEN, Biosphere Impact Studies, Boeretang 200, 2400, Mol, Belgium
| | - E S Makarenko
- Institute of Radiology and Agroecology, 249030, Obninsk, Russian Federation
| | - E Saenen
- Belgian Nuclear Research Centre SCK•CEN, Biosphere Impact Studies, Boeretang 200, 2400, Mol, Belgium
| | - G T Duarte
- Institute of Radiology and Agroecology, 249030, Obninsk, Russian Federation
| | - R Nauts
- Belgian Nuclear Research Centre SCK•CEN, Biosphere Impact Studies, Boeretang 200, 2400, Mol, Belgium
| | - V S Bondarenko
- Institute of Radiology and Agroecology, 249030, Obninsk, Russian Federation
| | - G Jacobs
- Flemish Institute for Technological Research (VITO NV), Boeretang 200, 2400 Mol, Belgium
| | - S Voorspoels
- Flemish Institute for Technological Research (VITO NV), Boeretang 200, 2400 Mol, Belgium
| | - M Kudin
- Polessye State Radiation Ecological Reserve, 247618, Belarus
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Liu Y, El-Kassaby YA. Landscape of Fluid Sets of Hairpin-Derived 21-/24-nt-Long Small RNAs at Seed Set Uncovers Special Epigenetic Features in Picea glauca. Genome Biol Evol 2017; 9:82-92. [PMID: 28082604 PMCID: PMC5381586 DOI: 10.1093/gbe/evw283] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2016] [Indexed: 12/23/2022] Open
Abstract
Conifers’ exceptionally large genome (20–30 Gb) is scattered with 60% retrotransposon (RT) components and we have little knowledge on their origin and evolutionary implications. RTs may impede the expression of flanking genes and provide sources of the formation of novel small RNA (sRNAs) populations to constrain events of transposon (TE) proliferation/transposition. Here we show a declining expression of 24-nt-long sRNAs and low expression levels of their key processing gene, pgRTL2 (RNASE THREE LIKE 2) at seed set in Picea glauca. The sRNAs in 24-nt size class are significantly less enriched in type and read number than 21-nt sRNAs and have not been documented in other species. The architecture of MIR loci generating highly expressed 24-/21-nt sRNAs is featured by long terminal repeat—retrotransposons (LTR-RTs) in families of Ty3/Gypsy and Ty1/Copia elements. This implies that the production of sRNAs may be predominantly originated from TE fragments on chromosomes. Furthermore, a large proportion of highly expressed 24-nt sRNAs does not have predictable targets against unique genes in Picea, suggestive of their potential pathway in DNA methylation modifications on, for instance, TEs. Additionally, the classification of computationally predicted sRNAs suggests that 24-nt sRNA targets may bear particular functions in metabolic processes while 21-nt sRNAs target genes involved in many different biological processes. This study, therefore, directs our attention to a possible extrapolation that lacking of 24-nt sRNAs at the late conifer seed developmental phase may result in less constraints in TE activities, thus contributing to the massive expansion of genome size.
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Affiliation(s)
- Yang Liu
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Yousry A El-Kassaby
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
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41
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Tiago O, Maicon N, Ivan RC, Diego NF, Vinícius JS, Mauricio F, Alan JDP, Velci QDS. Plant secondary metabolites and its dynamical systems of induction in response to environmental factors: A review. ACTA ACUST UNITED AC 2017. [DOI: 10.5897/ajar2016.11677] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Guan R, Zhao Y, Zhang H, Fan G, Liu X, Zhou W, Shi C, Wang J, Liu W, Liang X, Fu Y, Ma K, Zhao L, Zhang F, Lu Z, Lee SMY, Xu X, Wang J, Yang H, Fu C, Ge S, Chen W. Draft genome of the living fossil Ginkgo biloba. Gigascience 2016. [PMID: 27871309 DOI: 10.1186/s13742-016-0154-1pmid:27871309] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND Ginkgo biloba L. (Ginkgoaceae) is one of the most distinctive plants. It possesses a suite of fascinating characteristics including a large genome, outstanding resistance/tolerance to abiotic and biotic stresses, and dioecious reproduction, making it an ideal model species for biological studies. However, the lack of a high-quality genome sequence has been an impediment to our understanding of its biology and evolution. FINDINGS The 10.61 Gb genome sequence containing 41,840 annotated genes was assembled in the present study. Repetitive sequences account for 76.58% of the assembled sequence, and long terminal repeat retrotransposons (LTR-RTs) are particularly prevalent. The diversity and abundance of LTR-RTs is due to their gradual accumulation and a remarkable amplification between 16 and 24 million years ago, and they contribute to the long introns and large genome. Whole genome duplication (WGD) may have occurred twice, with an ancient WGD consistent with that shown to occur in other seed plants, and a more recent event specific to ginkgo. Abundant gene clusters from tandem duplication were also evident, and enrichment of expanded gene families indicates a remarkable array of chemical and antibacterial defense pathways. CONCLUSIONS The ginkgo genome consists mainly of LTR-RTs resulting from ancient gradual accumulation and two WGD events. The multiple defense mechanisms underlying the characteristic resilience of ginkgo are fostered by a remarkable enrichment in ancient duplicated and ginkgo-specific gene clusters. The present study sheds light on sequencing large genomes, and opens an avenue for further genetic and evolutionary research.
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Affiliation(s)
- Rui Guan
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Yunpeng Zhao
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | - He Zhang
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- Stanley Ho Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Guangyi Fan
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, Macao, China
| | - Xin Liu
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Wenbin Zhou
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | | | | | - Weiqing Liu
- BGI-Wuhan, BGI-Shenzhen, Wuhan, 430074, China
| | | | - Yuanyuan Fu
- BGI-Shenzhen, Shenzhen, 518083, China
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | | | - Lijun Zhao
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | - Fumin Zhang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Zuhong Lu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Simon Ming-Yuen Lee
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, Macao, China
| | - Xun Xu
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Chengxin Fu
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China.
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China.
| | - Song Ge
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.
| | - Wenbin Chen
- BGI-Shenzhen, Shenzhen, 518083, China.
- BGI-Qingdao, Qingdao, 266555, China.
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Guan R, Zhao Y, Zhang H, Fan G, Liu X, Zhou W, Shi C, Wang J, Liu W, Liang X, Fu Y, Ma K, Zhao L, Zhang F, Lu Z, Lee SMY, Xu X, Wang J, Yang H, Fu C, Ge S, Chen W. Draft genome of the living fossil Ginkgo biloba. Gigascience 2016; 5:49. [PMID: 27871309 PMCID: PMC5118899 DOI: 10.1186/s13742-016-0154-1] [Citation(s) in RCA: 157] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Accepted: 11/01/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Ginkgo biloba L. (Ginkgoaceae) is one of the most distinctive plants. It possesses a suite of fascinating characteristics including a large genome, outstanding resistance/tolerance to abiotic and biotic stresses, and dioecious reproduction, making it an ideal model species for biological studies. However, the lack of a high-quality genome sequence has been an impediment to our understanding of its biology and evolution. FINDINGS The 10.61 Gb genome sequence containing 41,840 annotated genes was assembled in the present study. Repetitive sequences account for 76.58% of the assembled sequence, and long terminal repeat retrotransposons (LTR-RTs) are particularly prevalent. The diversity and abundance of LTR-RTs is due to their gradual accumulation and a remarkable amplification between 16 and 24 million years ago, and they contribute to the long introns and large genome. Whole genome duplication (WGD) may have occurred twice, with an ancient WGD consistent with that shown to occur in other seed plants, and a more recent event specific to ginkgo. Abundant gene clusters from tandem duplication were also evident, and enrichment of expanded gene families indicates a remarkable array of chemical and antibacterial defense pathways. CONCLUSIONS The ginkgo genome consists mainly of LTR-RTs resulting from ancient gradual accumulation and two WGD events. The multiple defense mechanisms underlying the characteristic resilience of ginkgo are fostered by a remarkable enrichment in ancient duplicated and ginkgo-specific gene clusters. The present study sheds light on sequencing large genomes, and opens an avenue for further genetic and evolutionary research.
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Affiliation(s)
- Rui Guan
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Yunpeng Zhao
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | - He Zhang
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- Stanley Ho Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Guangyi Fan
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI-Qingdao, Qingdao, 266555, China
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, Macao, China
| | - Xin Liu
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Wenbin Zhou
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | | | | | - Weiqing Liu
- BGI-Wuhan, BGI-Shenzhen, Wuhan, 430074, China
| | | | - Yuanyuan Fu
- BGI-Shenzhen, Shenzhen, 518083, China
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | | | - Lijun Zhao
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China
| | - Fumin Zhang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Zuhong Lu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Simon Ming-Yuen Lee
- State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, Macao, China
| | - Xun Xu
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou, 310058, China
| | - Chengxin Fu
- The Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China.
- Laboratory of Systematic & Evolutionary Botany and Biodiversity, Institute of Ecology and Conservation Center for Gene Resources of Endangered Wildlife, Zhejiang University, Hangzhou, 310058, China.
| | - Song Ge
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.
| | - Wenbin Chen
- BGI-Shenzhen, Shenzhen, 518083, China.
- BGI-Qingdao, Qingdao, 266555, China.
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Bao W, Qu Y, Shan X, Wan Y. Screening and Validation of Housekeeping Genes of the Root and Cotyledon of Cunninghamia lanceolata under Abiotic Stresses by Using Quantitative Real-Time PCR. Int J Mol Sci 2016; 17:ijms17081198. [PMID: 27483238 PMCID: PMC5000596 DOI: 10.3390/ijms17081198] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Revised: 07/10/2016] [Accepted: 07/15/2016] [Indexed: 12/25/2022] Open
Abstract
Cunninghamia lanceolata (Chinese fir) is a fast-growing and commercially important conifer of the Cupressaceae family. Due to the unavailability of complete genome sequences and relatively poor genetic background information of the Chinese fir, it is necessary to identify and analyze the expression levels of suitable housekeeping genes (HKGs) as internal reference for precise analysis. Based on the results of database analysis and transcriptome sequencing, we have chosen five candidate HKGs (Actin, GAPDH, EF1a, 18S rRNA, and UBQ) with conservative sequences in the Chinese fir and related species for quantitative analysis. The expression levels of these HKGs in roots and cotyledons under five different abiotic stresses in different time intervals were measured by qRT-PCR. The data were statistically analyzed using the following algorithms: NormFinder, BestKeeper, and geNorm. Finally, RankAggreg was applied to merge the sequences generated from three programs and rank these according to consensus sequences. The expression levels of these HKGs showed variable stabilities under different abiotic stresses. Among these, Actin was the most stable internal control in root, and GAPDH was the most stable housekeeping gene in cotyledon. We have also described an experimental procedure for selecting HKGs based on the de novo sequencing database of other non-model plants.
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Affiliation(s)
- Wenlong Bao
- College of Biological Sciences and Biotechnology, Beijing Forestry University, 35 Qinghua East Road, Haidian District, Beijing 100083, China.
| | - Yanli Qu
- College of Biological Sciences and Biotechnology, Beijing Forestry University, 35 Qinghua East Road, Haidian District, Beijing 100083, China.
| | - Xiaoyi Shan
- College of Biological Sciences and Biotechnology, Beijing Forestry University, 35 Qinghua East Road, Haidian District, Beijing 100083, China.
| | - Yinglang Wan
- College of Biological Sciences and Biotechnology, Beijing Forestry University, 35 Qinghua East Road, Haidian District, Beijing 100083, China.
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Seoane-Zonjic P, Cañas RA, Bautista R, Gómez-Maldonado J, Arrillaga I, Fernández-Pozo N, Claros MG, Cánovas FM, Ávila C. Establishing gene models from the Pinus pinaster genome using gene capture and BAC sequencing. BMC Genomics 2016; 17:148. [PMID: 26922242 PMCID: PMC4769843 DOI: 10.1186/s12864-016-2490-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 02/17/2016] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND In the era of DNA throughput sequencing, assembling and understanding gymnosperm mega-genomes remains a challenge. Although drafts of three conifer genomes have recently been published, this number is too low to understand the full complexity of conifer genomes. Using techniques focused on specific genes, gene models can be established that can aid in the assembly of gene-rich regions, and this information can be used to compare genomes and understand functional evolution. RESULTS In this study, gene capture technology combined with BAC isolation and sequencing was used as an experimental approach to establish de novo gene structures without a reference genome. Probes were designed for 866 maritime pine transcripts to sequence genes captured from genomic DNA. The gene models were constructed using GeneAssembler, a new bioinformatic pipeline, which reconstructed over 82% of the gene structures, and a high proportion (85%) of the captured gene models contained sequences from the promoter regulatory region. In a parallel experiment, the P. pinaster BAC library was screened to isolate clones containing genes whose cDNA sequence were already available. BAC clones containing the asparagine synthetase, sucrose synthase and xyloglucan endotransglycosylase gene sequences were isolated and used in this study. The gene models derived from the gene capture approach were compared with the genomic sequences derived from the BAC clones. This combined approach is a particularly efficient way to capture the genomic structures of gene families with a small number of members. CONCLUSIONS The experimental approach used in this study is a valuable combined technique to study genomic gene structures in species for which a reference genome is unavailable. It can be used to establish exon/intron boundaries in unknown gene structures, to reconstruct incomplete genes and to obtain promoter sequences that can be used for transcriptional studies. A bioinformatics algorithm (GeneAssembler) is also provided as a Ruby gem for this class of analyses.
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Affiliation(s)
- Pedro Seoane-Zonjic
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Rafael A Cañas
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Rocío Bautista
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Josefa Gómez-Maldonado
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Isabel Arrillaga
- Departamento de Biología Vegetal, Facultad de Farmacia, ERI Biotecmed, Universidad de Valencia, Avda. Vicent Andrés Estellés s/n, 46100, Burjassot, Valencia, Spain.
| | - Noé Fernández-Pozo
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, NY, 14853, USA.
| | - M Gonzalo Claros
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Francisco M Cánovas
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
| | - Concepción Ávila
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos s/n, E-29071, Málaga, Spain.
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Prunier J, Verta JP, MacKay JJ. Conifer genomics and adaptation: at the crossroads of genetic diversity and genome function. THE NEW PHYTOLOGIST 2016; 209:44-62. [PMID: 26206592 DOI: 10.1111/nph.13565] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 06/14/2015] [Indexed: 05/21/2023]
Abstract
Conifers have been understudied at the genomic level despite their worldwide ecological and economic importance but the situation is rapidly changing with the development of next generation sequencing (NGS) technologies. With NGS, genomics research has simultaneously gained in speed, magnitude and scope. In just a few years, genomes of 20-24 gigabases have been sequenced for several conifers, with several others expected in the near future. Biological insights have resulted from recent sequencing initiatives as well as genetic mapping, gene expression profiling and gene discovery research over nearly two decades. We review the knowledge arising from conifer genomics research emphasizing genome evolution and the genomic basis of adaptation, and outline emerging questions and knowledge gaps. We discuss future directions in three areas with potential inputs from NGS technologies: the evolutionary impacts of adaptation in conifers based on the adaptation-by-speciation model; the contributions of genetic variability of gene expression in adaptation; and the development of a broader understanding of genetic diversity and its impacts on genome function. These research directions promise to sustain research aimed at addressing the emerging challenges of adaptation that face conifer trees.
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Affiliation(s)
- Julien Prunier
- Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Quebec, QC, G1V 0A6, Canada
| | - Jukka-Pekka Verta
- Friedrich Miescher Laboratory of the Max Planck Society, Spemannstrasse 39, Tübingen, 72076, Germany
| | - John J MacKay
- Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Quebec, QC, G1V 0A6, Canada
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Kusumi J, Tsumura Y, Tachida H. Evolutionary rate variation in two conifer species, Taxodium distichum (L.) Rich. var. distichum (baldcypress) and Cryptomeria japonica (Thunb. ex L.f.) D. Don (Sugi, Japanese cedar). Genes Genet Syst 2015; 90:305-15. [PMID: 26687861 DOI: 10.1266/ggs.14-00079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
With the advance of sequencing technologies, large-scale data of expressed sequence tags and full-length cDNA sequences have been reported for several conifer species. Comparative analyses of evolutionary rates among diverse taxa provide insights into taxon-specific molecular evolutionary features and into the origin of variation in evolutionary rates within genomes and between species. Here, we estimated evolutionary rates in two conifer species, Taxodium distichum and Cryptomeria japonica, to illuminate the molecular evolutionary features of these species, using hundreds of genes and employing Chamaecyparis obtusa as an outgroup. Our results show that the mutation rates based on synonymous substitution rates (dS) of T. distichum and C. japonica are approximately 0.67 × 10(-9) and 0.59 × 10(-9)/site/year, respectively, which are 15-25 times lower than those of annual angiosperms. We found a significant positive correlation between dS and GC3. This implies that a local mutation bias, such as context dependency of the mutation bias, exists within the genomes of T. distichum and C. japonica, and/or that selection acts on synonymous sites in these species. In addition, the means of the ratios of synonymous to nonsynonymous substitution rate in the two species are almost the same, suggesting that the average intensity of functional constraint is constant between the lineages. Finally, we tested the possibility of positive selection based on the site model, and detected one candidate gene for positive selection.
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Affiliation(s)
- Junko Kusumi
- Department of Environmental Changes, Faculty of Social and Cultural Studies, Kyushu University
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48
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Kelly LJ, Renny‐Byfield S, Pellicer J, Macas J, Novák P, Neumann P, Lysak MA, Day PD, Berger M, Fay MF, Nichols RA, Leitch AR, Leitch IJ. Analysis of the giant genomes of Fritillaria (Liliaceae) indicates that a lack of DNA removal characterizes extreme expansions in genome size. THE NEW PHYTOLOGIST 2015; 208:596-607. [PMID: 26061193 PMCID: PMC4744688 DOI: 10.1111/nph.13471] [Citation(s) in RCA: 87] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 04/20/2015] [Indexed: 05/18/2023]
Abstract
Plants exhibit an extraordinary range of genome sizes, varying by > 2000-fold between the smallest and largest recorded values. In the absence of polyploidy, changes in the amount of repetitive DNA (transposable elements and tandem repeats) are primarily responsible for genome size differences between species. However, there is ongoing debate regarding the relative importance of amplification of repetitive DNA versus its deletion in governing genome size. Using data from 454 sequencing, we analysed the most repetitive fraction of some of the largest known genomes for diploid plant species, from members of Fritillaria. We revealed that genomic expansion has not resulted from the recent massive amplification of just a handful of repeat families, as shown in species with smaller genomes. Instead, the bulk of these immense genomes is composed of highly heterogeneous, relatively low-abundance repeat-derived DNA, supporting a scenario where amplified repeats continually accumulate due to infrequent DNA removal. Our results indicate that a lack of deletion and low turnover of repetitive DNA are major contributors to the evolution of extremely large genomes and show that their size cannot simply be accounted for by the activity of a small number of high-abundance repeat families.
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Affiliation(s)
- Laura J. Kelly
- School of Biological and Chemical SciencesQueen Mary University of LondonLondonE1 4NSUK
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
| | - Simon Renny‐Byfield
- School of Biological and Chemical SciencesQueen Mary University of LondonLondonE1 4NSUK
- Department of Plant SciencesUniversity of California DavisDavisCA95616USA
| | - Jaume Pellicer
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
| | - Jiří Macas
- Biology Centre CASInstitute of Plant Molecular BiologyCZ‐37005České BudějoviceCzech Republic
| | - Petr Novák
- Biology Centre CASInstitute of Plant Molecular BiologyCZ‐37005České BudějoviceCzech Republic
| | - Pavel Neumann
- Biology Centre CASInstitute of Plant Molecular BiologyCZ‐37005České BudějoviceCzech Republic
| | - Martin A. Lysak
- Plant Cytogenomics Research GroupCEITEC – Central European Institute of TechnologyMasaryk UniversityKamenice 5CZ‐62500BrnoCzech Republic
| | - Peter D. Day
- School of Biological and Chemical SciencesQueen Mary University of LondonLondonE1 4NSUK
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
| | - Madeleine Berger
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
- School of Biological and Biomedical SciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
- Rothamsted ResearchWest CommonHarpendenHertfordshireAL5 2JQUK
| | - Michael F. Fay
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
| | - Richard A. Nichols
- School of Biological and Chemical SciencesQueen Mary University of LondonLondonE1 4NSUK
| | - Andrew R. Leitch
- School of Biological and Chemical SciencesQueen Mary University of LondonLondonE1 4NSUK
| | - Ilia J. Leitch
- Jodrell LaboratoryRoyal Botanic GardensKewRichmondTW9 3DSUK
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Elliott TA, Gregory TR. What's in a genome? The C-value enigma and the evolution of eukaryotic genome content. Philos Trans R Soc Lond B Biol Sci 2015; 370:20140331. [PMID: 26323762 PMCID: PMC4571570 DOI: 10.1098/rstb.2014.0331] [Citation(s) in RCA: 155] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2015] [Indexed: 01/13/2023] Open
Abstract
Some notable exceptions aside, eukaryotic genomes are distinguished from those of Bacteria and Archaea in a number of ways, including chromosome structure and number, repetitive DNA content, and the presence of introns in protein-coding regions. One of the most notable differences between eukaryotic and prokaryotic genomes is in size. Unlike their prokaryotic counterparts, eukaryotes exhibit enormous (more than 60,000-fold) variability in genome size which is not explained by differences in gene number. Genome size is known to correlate with cell size and division rate, and by extension with numerous organism-level traits such as metabolism, developmental rate or body size. Less well described are the relationships between genome size and other properties of the genome, such as gene content, transposable element content, base pair composition and related features. The rapid expansion of 'complete' genome sequencing projects has, for the first time, made it possible to examine these relationships across a wide range of eukaryotes in order to shed new light on the causes and correlates of genome size diversity. This study presents the results of phylogenetically informed comparisons of genome data for more than 500 species of eukaryotes. Several relationships are described between genome size and other genomic parameters, and some recommendations are presented for how these insights can be extended even more broadly in the future.
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Affiliation(s)
- Tyler A Elliott
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - T Ryan Gregory
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
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50
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Deagle BE, Faux C, Kawaguchi S, Meyer B, Jarman SN. Antarctic krill population genomics: apparent panmixia, but genome complexity and large population size muddy the water. Mol Ecol 2015; 24:4943-59. [PMID: 26340718 DOI: 10.1111/mec.13370] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 08/23/2015] [Accepted: 09/01/2015] [Indexed: 12/18/2022]
Abstract
Antarctic krill (Euphausia superba; hereafter krill) are an incredibly abundant pelagic crustacean which has a wide, but patchy, distribution in the Southern Ocean. Several studies have examined the potential for population genetic structuring in krill, but DNA-based analyses have focused on a limited number of markers and have covered only part of their circum-Antarctic range. We used mitochondrial DNA and restriction site-associated DNA sequencing (RAD-seq) to investigate genetic differences between krill from five sites, including two from East Antarctica. Our mtDNA results show no discernible genetic structuring between sites separated by thousands of kilometres, which is consistent with previous studies. Using standard RAD-seq methodology, we obtained over a billion sequences from >140 krill, and thousands of variable nucleotides were identified at hundreds of loci. However, downstream analysis found that markers with sufficient coverage were primarily from multicopy genomic regions. Careful examination of these data highlights the complexity of the RAD-seq approach in organisms with very large genomes. To characterize the multicopy markers, we recorded sequence counts from variable nucleotide sites rather than the derived genotypes; we also examined a small number of manually curated genotypes. Although these analyses effectively fingerprinted individuals, and uncovered a minor laboratory batch effect, no population structuring was observed. Overall, our results are consistent with panmixia of krill throughout their distribution. This result may indicate ongoing gene flow. However, krill's enormous population size creates substantial panmictic inertia, so genetic differentiation may not occur on an ecologically relevant timescale even if demographically separate populations exist.
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Affiliation(s)
- Bruce E Deagle
- Australian Antarctic Division, Kingston, Tasmania, Australia.,Antarctic Climate and Ecosystems Cooperative Research Centre, Hobart, Tasmania, Australia
| | - Cassandra Faux
- Australian Antarctic Division, Kingston, Tasmania, Australia
| | - So Kawaguchi
- Australian Antarctic Division, Kingston, Tasmania, Australia.,Antarctic Climate and Ecosystems Cooperative Research Centre, Hobart, Tasmania, Australia
| | - Bettina Meyer
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany.,Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Simon N Jarman
- Australian Antarctic Division, Kingston, Tasmania, Australia
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