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Li H, Abdullah, Yang H, Guo H, Yuan Y, Ahmed I, Li G, Wang Y, Chang Y, Tian X. Chloroplast genome evolution of Berberis (Berberidaceae): Implications for phylogeny and metabarcoding. Gene 2024; 933:148959. [PMID: 39326472 DOI: 10.1016/j.gene.2024.148959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 09/07/2024] [Accepted: 09/19/2024] [Indexed: 09/28/2024]
Abstract
Berberidis Radix (Sankezhen), a typical multi-origin Chinese medicinal material, originates from the dried roots of plants of the Berberis genus and is used to treat various ailments. These species have similar morphologies, potentially leading to misidentifications that can impact medicine efficacy. Therefore, developing suitable molecular markers to identify medicinal species is imperative. Furthermore, discrepancies exist in the taxonomy of the Berberis genus. In the present study, we de novo assembled the chloroplast genomes of six Berberis species (Berberis woomungensis C. Y. Wu, Berberis pruinosa Franch., Berberis thunbergii DC., Berberis chinensis Poir., Berberis wilsoniae Hemsl., and Berberis sp.) that commonly constitute Berberidis Radix and compared them with previously reported genomes. Our comparative analysis revealed similarities in genome structure, relative synonymous codon usage, amino acid frequency, repeats, and substitutions. Higher synonymous substitutions, indicative of predominant purifying selection on protein-coding genes, were observed compared to non-synonymous substitutions. However, positive selection was identified in six genes across 29 Berberis species-accD, matK, ndhD, rbcL, ycf1, and ycf2-highlighting their potential roles in adaptive responses to specific environmental conditions within the genus. Inverted repeats expansion and contraction affected the rate of mutations and were associated with the phylogenetic classification of Berberis. Our phylogenetic analysis supported the division of the Berberis complex into four genera, which corroborates previous studies involving extensive sampling. We identified the ndhD-ccsA region as the most polymorphic region and applied this region to Chinese patent medicines containing Berberidis Radix through metabarcoding. The metabarcoding analysis confirmed that five Berberis species commonly constitute Berberidis Radix in Chinese patent medicines. In conclusion, this study provides insight into the molecular evolution of the chloroplast genome and the phylogeny of the Berberis genus. In addition, metabarcoding provides insight into the species composition of Berberidis Radix in Chinese patent medicines.
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Affiliation(s)
- Hui Li
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Abdullah
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Hongxia Yang
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Hua Guo
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Ye Yuan
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Ibrar Ahmed
- Alpha Genomics Private Limited, Islamabad 45710, Pakistan; Microbiological Analysis Team, Group for Biometrology, Korea Research Institute of Standards and Science (KRISS), Daejeon 34113, Republic of Korea
| | - Guohui Li
- School of Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Yu Wang
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China
| | - Yanxu Chang
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China.
| | - Xiaoxuan Tian
- State Key Laboratory of Chinese Medicine Modernization, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China; Haihe Laboratory of Modern Chinese Medicine, Tianjin 301617, China.
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Nguyen HD, Do HDK, Vu MT. Comparative genomics revealed new insights into the plastome evolution of Ludwigia (Onagraceae, Myrtales). Sci Prog 2024; 107:368504241272741. [PMID: 39150375 PMCID: PMC11329976 DOI: 10.1177/00368504241272741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
The primrose-willow (Ludwigia L.), a well-defined genus of the Onagraceae family, comprises 87 species widely distributed worldwide. In this study, we sequenced and characterized the complete chloroplast (cp) genomes of three species in the genus, including Ludwigia adscendens, Ludwigia hyssopifolia, and Ludwigia prostrata. Three Ludwigia cp genomes ranged from 158,354 to 159,592 bp in size, and each contained 113 genes, including 79 unique protein-coding genes (PCGs), four rRNA genes, and 30 tRNA genes. A comparison of the Ludwigia cp genomes revealed that they were highly conserved in gene composition, gene orientation, and GC content. Moreover, we compared the structure of cp genomes and reconstructed phylogenetic relationships with related species in the Onagraceae family. Regarding contraction/expansion of inverted repeat (IR) region, two kinds of expansion IR region structures were found in Oenothera, Chamaenerion, and Epilobium genera, with primitive IR structures in Ludwigia and Circeae genera. The regions clpP, ycf2, and ycf1 genes possessed highly divergent nucleotides among all available cp genomes of the Onagraceae family. The phylogenetic reconstruction using 79 PCGs from 39 Onagraceae cp genomes inferred that Ludwigia (including L. adscendens, L. hyssopifolia, L. prostrata, and Ludwigia octovalvis) clade was monophyletic and well-supported by the bootstrap and posterior probability values. This study provides the reference cp genomes of three Ludwigia species, which can be used for species identification and phylogenetic reconstruction of Ludwigia and Onagraceae taxa.
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Affiliation(s)
- Hoang Danh Nguyen
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Hoang Dang Khoa Do
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Minh Thiet Vu
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
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Zhao Y, Qu D, Ma Y. Characterization of the Chloroplast Genome of Argyranthemum frutescens and a Comparison with Other Species in Anthemideae. Genes (Basel) 2022; 13:genes13101720. [PMID: 36292605 PMCID: PMC9602088 DOI: 10.3390/genes13101720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/13/2022] [Accepted: 09/22/2022] [Indexed: 11/16/2022] Open
Abstract
Argyranthemum frutescens, which belongs to the Anthemideae (Asteraceae), is widely cultivated as an ornamental plant. In this study, the complete chloroplast genome of A. frutescens was obtained based on the sequences generated by Illumina HiSeq. The chloroplast genome of A. frutescens was 149,626 base pairs (bp) in length, containing a pair of inverted repeats (IR, 24,510 bp) regions separated by a small single-copy (SSC, 18,352 bp) sequence and a large single-copy (LSC, 82,254 bp) sequence. The genome contained 132 genes, consisting of 85 coding DNA sequences, 37 tRNA genes, and 8 rRNA genes, with nineteen genes duplicated in the IR region. A comparison chloroplast genome analysis among ten species from the tribe of Anthemideae revealed that the chloroplast genome size varied, but the genome structure, gene content, and oligonucleotide repeats were highly conserved. Highly divergent regions, e.g., ycf1, trnK-psbK, petN-psbM intronic, were detected. Phylogenetic analysis supported Argyranthemum as a separate genus. The findings of this study will be helpful in the exploration of the phylogenetic relationships of the tribe of Anthemideae and contribute to the breeding improvement of A. frutescens.
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Liu Y, Li Y, Feng S, Yan S, Wang J, Huang Y, Yang M. Complete chloroplast genome structure of four Ulmus species and Hemiptelea davidii and comparative analysis within Ulmaceae species. Sci Rep 2022; 12:15953. [PMID: 36153397 PMCID: PMC9509344 DOI: 10.1038/s41598-022-20184-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 09/09/2022] [Indexed: 12/03/2022] Open
Abstract
In this study, the chloroplast (cp) genomes of Hemiptelea davidii, Ulmus parvifolia, Ulmus lamellosa, Ulmus castaneifolia, and Ulmus pumila ‘zhonghuajinye’ were spliced, assembled and annotated using the Illumina HiSeq PE150 sequencing platform, and then compared to the cp genomes of other Ulmus and Ulmaceae species. The results indicated that the cp genomes of the five sequenced species showed a typical tetrad structure with full lengths ranging from 159,113 to 160,388 bp. The large single copy (LSC), inverted repeat (IR), and small single copy (SSC) lengths were in the range of 87,736–88,466 bp, 26,317–26,622 bp and 18,485–19,024 bp, respectively. A total of 130–131 genes were annotated, including 85–86 protein-coding genes, 37 tRNA genes and eight rRNA genes. The GC contents of the five species were similar, ranging from 35.30 to 35.62%. Besides, the GC content was different in different region and the GC content in IR region was the highest. A total of 64-133 single sequence repeat (SSR) loci were identified among all 21 Ulmaceae species. The (A)n and (T)n types of mononucleotide were highest in number, and the lengths were primarily distributed in 10–12 bp, with a clear AT preference. A branch-site model and a Bayes Empirical Bayes analysis indicated that the rps15 and rbcL had the positive selection sites. Besides, the analysis of mVISTA and sliding windows got a lot of hotspots such as trnH/psbA, rps16/trnQ, trnS/trnG, trnG/trnR and rpl32/trnL, which could be utilized as potential markers for the species identification and phylogeny reconstruction within Ulmus in the further studies. Moreover, the evolutionary tree of Ulmaceae species based on common protein genes, whole cp genome sequences and common genes in IR region of the 23 Ulmaceae species were constructed using the ML method. The results showed that these Ulmaceae species were divided into two branches, one that included Ulmus, Zelkova and Hemiptelea, among which Hemiptelea was the first to differentiate and one that included Celtis, Trema, Pteroceltis, Gironniera and Aphananthe. Besides, these variations found in this study could be used for the classification, identification and phylogenetic study of Ulmus species. Our study provided important genetic information to support further investigations into the phylogenetic development and adaptive evolution of Ulmus and Ulmaceae species.
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Yin X, Huang F, Liu X, Guo J, Cui N, Liang C, Lian Y, Deng J, Wu H, Yin H, Jiang G. Phylogenetic analysis based on single-copy orthologous proteins in highly variable chloroplast genomes of Corydalis. Sci Rep 2022; 12:14241. [PMID: 35987818 PMCID: PMC9392791 DOI: 10.1038/s41598-022-17721-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 07/29/2022] [Indexed: 11/26/2022] Open
Abstract
Corydalis is one of the few lineages that have been reported to have extensive large-scale chloroplast genome (cp-genome) rearrangements. In this study, novel cp-genome rearrangements of Corydalis pinnata, C. mucronate, and C. sheareri are described. C. pinnata is a narrow endemic species only distributed at Qingcheng Mountain in southwest China. Two independent relocations of the same four genes (trnM-CAU-rbcL) were found relocated from the typically posterior part of the large single-copy region to the front of it. A uniform inversion of an 11-14-kb segment (ndhB-trnR-ACG) was found in the inverted repeat region; and extensive losses of accD, clpP, and trnV-UAC genes were detected in all cp-genomes of all three species of Corydalis. In addition, a phylogenetic tree was reconstructed based on 31 single-copy orthologous proteins in 27 cp-genomes. This study provides insights into the evolution of cp-genomes throughout the genus Corydalis and also provides a reference for further studies on the taxonomy, identification, phylogeny, and genetic transformation of other lineages with extensive rearrangements in cp-genomes.
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Affiliation(s)
- Xianmei Yin
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Feng Huang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Xiaofen Liu
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Jiachen Guo
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Ning Cui
- Central Laboratory, Shandong Academy of Chinese Medicine, Jinan, 250014, China
| | - Conglian Liang
- College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China
| | - Yan Lian
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Jingjing Deng
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China
| | - Hao Wu
- Central Laboratory, Shandong Academy of Chinese Medicine, Jinan, 250014, China
| | - Hongxiang Yin
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China.
| | - Guihua Jiang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chendu, 611130, China.
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Chen C, Xia X, Peng J, Wang D. Comparative Analyses of Six Complete Chloroplast Genomes from the Genus Cupressus and Juniperus (Cupressaceae). Gene 2022; 837:146696. [PMID: 35738448 DOI: 10.1016/j.gene.2022.146696] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 06/05/2022] [Accepted: 06/17/2022] [Indexed: 11/26/2022]
Abstract
Cupressaceae is a conifer family distributed around the world. Cupressus and Juniperus are the main genera of the Cupressaceae family and have important medicinal value. This leads to confusion between Cupressus and Juniperus due to similar morphologies. Here, the complete cp genomes of two Cupressus (C. duclouxiana and C. funebri) and four Juniperus (J. chinensis, J. gaussenii J. pingii and J. procumbens) were sequenced. The results revealed that the length of the cp genomes ranged from 126,996 bp to 129,959 bp, with 119 genes comprising 82 protein-coding genes, 33 transfer RNAs and 4 ribosomal RNAs. All chloroplast genomes of Cupressus and Juniperus lost whole IR regions, which is consistent with gymnosperm cp genome studies. In addition, the number of SSRs per species ranged from 54 to 73 and was dominated by mononucleotide repeats. In the six cp genomes of Cupressus and Juniperus, five highly divergent regions, including accD, accD-rpl2, ycf1, ycf2 and rrn23-rrn4.5, can be used as DNA barcodes of interspecific relationships and potential genetic markers. We compared the gene selection pressures (C. chengiana as reference species), and 6 genes underwent positive selection, the majority of which were related to photosynthesis. Phylogenetic results showed that the monophyly of Cupressus and Juniperus supported most bootstrap support. Cupressus funebris and J. chinensis were resolved to be early diverging species within Cupressus and Juniperus, and the two genera were sister groups to each other. This research revealed a new understanding of the structural pluralism and phylogenetic relationships of Cupressaceae cp genomes. These results will facilitate comprehension of the complexity and diversity of conifer cp genomes. SIGNIFICANCE:: Phylogenetic relationships among Cupressus, Juniperus, and their closest relatives are controversial, and generic delimitations have been in flux for the past decade. To address relationships and attempt to produce a more robust classification, we sequenced 6 new plastid genomes (plastomes) from the two variously described genera in this complex (Cupressus and Juniperus) and compared them with additional plastomes from diverse members of Cupressaceae. Our study corroborated the accD of Cupressophytes have a tendency to expand in size and strongly supported a sister relationship between Cupressus and Juniperus. The disparity in these results could be traced to the facts that the chloroplast genome is uniparentally inherited, also the usage of the whole chloroplast genome for this research is of a better advantage compared to usage of selected genes or portion of the plastome. The complete CP genomic data will provide useful information for studying genetic diversity and species identification, which is important for the overarching goal of biodiversity conservation.
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Affiliation(s)
- Can Chen
- Key Laboratory for Forest Resource Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Forestry University, Kunming 650224, China; Key Laboratory for Forest Genetic and Tree Improvement & Propagation in Universities of Yunnan Province, Southwest Forestry University, Kunming 650224, China.
| | - Xi Xia
- Key Laboratory for Forest Resource Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Forestry University, Kunming 650224, China; Key Laboratory for Forest Genetic and Tree Improvement & Propagation in Universities of Yunnan Province, Southwest Forestry University, Kunming 650224, China.
| | - Jingyu Peng
- Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China.
| | - Dawei Wang
- Key Laboratory for Forest Resource Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Forestry University, Kunming 650224, China; Key Laboratory for Forest Genetic and Tree Improvement & Propagation in Universities of Yunnan Province, Southwest Forestry University, Kunming 650224, China.
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New Methods for Testing/Determining the Environmental Exposure to Glyphosate in Sunflower (Helianthus annuus L.) Plants. SUSTAINABILITY 2022. [DOI: 10.3390/su14020588] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Glyphosate is still the subject of much debate, as several studies report its effects on the environment. Sunflower (GK Milia CL) was set up as an experimental plant and treated with glyphosate concentrations of 500 ppm and 1000 ppm in two treatments. Glyphosate was found to be absorbed from the soil into the plant organism through the roots, which was also detectable in the leaf and root. Glyphosate was also significantly detected in the plant 5 weeks after treatment and in plants that did not receive glyphosate treatment directly, so it could be taken up through the soil. Based on the morphological results, treatment with higher concentrations (1000 ppm) of glyphosate increased the dried mass and resulted in shorter, thicker roots. Histological results also showed that basal and transporter tissue distortions were observed in the glyphosate-treated plants compared to the control group. Cells were distorted with increasing concentration, vacuoles formed, and the cell wall was weakened in both the leaf-treated and inter-row-treated groups. In the future, it will be worth exploring alternative agricultural technologies that can reduce the risk of glyphosate while increasing economic outcomes. This may make the use of glyphosate more environmentally conscious.
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Raman G, Nam GH, Park S. Extensive reorganization of the chloroplast genome of Corydalis platycarpa: A comparative analysis of their organization and evolution with other Corydalis plastomes. FRONTIERS IN PLANT SCIENCE 2022; 13:1043740. [PMID: 37090468 PMCID: PMC10115153 DOI: 10.3389/fpls.2022.1043740] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/07/2022] [Indexed: 05/03/2023]
Abstract
Introduction The chloroplast (cp) is an autonomous plant organelle with an individual genome that encodes essential cellular functions. The genome architecture and gene content of the cp is highly conserved in angiosperms. The plastome of Corydalis belongs to the Papaveraceae family, and the genome is comprised of unusual rearrangements and gene content. Thus far, no extensive comparative studies have been carried out to understand the evolution of Corydalis chloroplast genomes. Methods Therefore, the Corydalis platycarpa cp genome was sequenced, and wide-scale comparative studies were conducted using publicly available twenty Corydalis plastomes. Results Comparative analyses showed that an extensive genome rearrangement and IR expansion occurred, and these events evolved independently in the Corydalis species. By contrast, the plastomes of its closely related subfamily Papaveroideae and other Ranunculales taxa are highly conserved. On the other hand, the synapomorphy characteristics of both accD and the ndh gene loss events happened in the common ancestor of the Corydalis and sub-clade of the Corydalis lineage, respectively. The Corydalis-sub clade species (ndh lost) are distributed predominantly in the Qinghai-Tibetan plateau (QTP) region. The phylogenetic analysis and divergence time estimation were also employed for the Corydalis species. Discussion The divergence time of the ndh gene in the Corydalis sub-clade species (44.31 - 15.71 mya) coincides very well with the uplift of the Qinghai-Tibet Plateau in Oligocene and Miocene periods, and maybe during this period, it has probably triggered the radiation of the Corydalis species. Conclusion To the best of the authors' knowledge, this is the first large-scale comparative study of Corydalis plastomes and their evolution. The present study may provide insights into the plastome architecture and the molecular evolution of Corydalis species.
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Affiliation(s)
- Gurusamy Raman
- Department of Life Sciences, Yeungnam University, Gyeongsan, Gyeongsan-buk, Republic of Korea
| | - Gi-Heum Nam
- Plants Resource Division, Biological Resources Research Department, National Institute of Biological Resources, Seo-gu, Incheon, Republic of Korea
- *Correspondence: SeonJoo Park, ; Gi-Heum Nam,
| | - SeonJoo Park
- Department of Life Sciences, Yeungnam University, Gyeongsan, Gyeongsan-buk, Republic of Korea
- *Correspondence: SeonJoo Park, ; Gi-Heum Nam,
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Abdullah, Mehmood F, Rahim A, Heidari P, Ahmed I, Poczai P. Comparative plastome analysis of Blumea, with implications for genome evolution and phylogeny of Asteroideae. Ecol Evol 2021; 11:7810-7826. [PMID: 34188853 PMCID: PMC8216946 DOI: 10.1002/ece3.7614] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 04/09/2021] [Indexed: 12/25/2022] Open
Abstract
The genus Blumea (Asteroideae, Asteraceae) comprises about 100 species, including herbs, shrubs, and small trees. Previous studies have been unable to resolve taxonomic issues and the phylogeny of the genus Blumea due to the low polymorphism of molecular markers. Therefore, suitable polymorphic regions need to be identified. Here, we de novo assembled plastomes of the three Blumea species B. oxyodonta, B. tenella, and B. balsamifera and compared them with 26 other species of Asteroideae after correction of annotations. These species have quadripartite plastomes with similar gene content, genome organization, and inverted repeat contraction and expansion comprising 113 genes, including 80 protein-coding, 29 transfer RNA, and 4 ribosomal RNA genes. The comparative analysis of codon usage, amino acid frequency, microsatellite repeats, oligonucleotide repeats, and transition and transversion substitutions has revealed high resemblance among the newly assembled species of Blumea. We identified 10 highly polymorphic regions with nucleotide diversity above 0.02, including rps16-trnQ, ycf1, ndhF-rpl32, petN-psbM, and rpl32-trnL, and they may be suitable for the development of robust, authentic, and cost-effective markers for barcoding and inference of the phylogeny of the genus Blumea. Among these highly polymorphic regions, five regions also co-occurred with oligonucleotide repeats and support use of repeats as a proxy for the identification of polymorphic loci. The phylogenetic analysis revealed a close relationship between Blumea and Pluchea within the tribe Inuleae. At tribe level, our phylogeny supports a sister relationship between Astereae and Anthemideae rooted as Gnaphalieae, Calenduleae, and Senecioneae. These results are contradictory to recent studies which reported a sister relationship between "Senecioneae and Anthemideae" and "Astereae and Gnaphalieae" or a sister relationship between Astereae and Gnaphalieae rooted as Calenduleae, Anthemideae, and then Senecioneae using nuclear genome sequences. The conflicting phylogenetic signals observed at the tribal level between plastidt and nuclear genome data require further investigation.
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Affiliation(s)
- Abdullah
- Department of BiochemistryFaculty of Biological SciencesQuaid‐i‐Azam UniversityIslamabadPakistan
| | - Furrukh Mehmood
- Department of BiochemistryFaculty of Biological SciencesQuaid‐i‐Azam UniversityIslamabadPakistan
| | - Abdur Rahim
- Department of ZoologyPost Graduate College NowsheraAbdul Wali Khan UniversityMardanPakistan
| | - Parviz Heidari
- Faculty of AgricultureShahrood University of TechnologyShahroodIran
| | - Ibrar Ahmed
- Alpha Genomics Private LimitedIslamabadPakistan
| | - Péter Poczai
- Finnish Museum of Natural HistoryUniversity of HelsinkiHelsinkiFinland
- Faculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
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Xu X, Wang D. Comparative Chloroplast Genomics of Corydalis Species (Papaveraceae): Evolutionary Perspectives on Their Unusual Large Scale Rearrangements. FRONTIERS IN PLANT SCIENCE 2021; 11:600354. [PMID: 33584746 PMCID: PMC7873532 DOI: 10.3389/fpls.2020.600354] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 12/21/2020] [Indexed: 05/08/2023]
Abstract
The chloroplast genome (plastome) of angiosperms (particularly photosynthetic members) is generally highly conserved, although structural rearrangements have been reported in a few lineages. In this study, we revealed Corydalis to be another unusual lineage with extensive large-scale plastome rearrangements. In the four newly sequenced Corydalis plastomes that represent all the three subgenera of Corydalis, we detected (1) two independent relocations of the same five genes (trnV-UAC-rbcL) from the typically posterior part of the large single-copy (LSC) region to the front, downstream of either the atpH gene in Corydalis saxicola or the trnK-UUU gene in both Corydalis davidii and Corydalis hsiaowutaishanensis; (2) relocation of the rps16 gene from the LSC region to the inverted repeat (IR) region in Corydalis adunca; (3) uniform inversion of an 11-14 kb segment (ndhB-trnR-ACG) in the IR region of all the four Corydalis species (the same below); (4) expansions (>10 kb) of IR into the small single-copy (SSC) region and corresponding contractions of SSC region; and (5) extensive pseudogenizations or losses of 13 genes (accD, clpP, and 11 ndh genes). In addition, we also found that the four Corydalis plastomes exhibited elevated GC content in both gene and intergenic regions and high number of dispersed repeats. Phylogenomic analyses generated a well-supported topology that was consistent with the result of previous studies based on a few DNA markers but contradicted with the morphological character-based taxonomy to some extent. This study provided insights into the evolution of plastomes throughout the three Corydalis subgenera and will be of value for further study on taxonomy, phylogeny, and evolution of Corydalis.
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Affiliation(s)
- Xiaodong Xu
- School of Life Sciences, Central China Normal University, Key Laboratory for Geographical Process Analysis and Simulation, Wuhan, China
| | - Dong Wang
- School of Life Sciences, Central China Normal University, Key Laboratory for Geographical Process Analysis and Simulation, Wuhan, China
- Bio-Resources Key Laboratory of Shaanxi Province, Shaanxi University of Technology, Hanzhong, China
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Abdullah, Henriquez CL, Croat TB, Poczai P, Ahmed I. Mutational Dynamics of Aroid Chloroplast Genomes II. Front Genet 2021; 11:610838. [PMID: 33552129 PMCID: PMC7854696 DOI: 10.3389/fgene.2020.610838] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 11/16/2020] [Indexed: 01/30/2023] Open
Abstract
The co-occurrence among single nucleotide polymorphisms (SNPs), insertions-deletions (InDels), and oligonucleotide repeats has been reported in prokaryote, eukaryote, and chloroplast genomes. Correlations among SNPs, InDels, and repeats have been investigated in the plant family Araceae previously using pair-wise sequence alignments of the chloroplast genomes of two morphotypes of one species, Colocasia esculenta belonging to subfamily Aroideae (crown group), and four species from the subfamily Lemnoideae, a basal group. The family Araceae is a large family comprising 3,645 species in 144 genera, grouped into eight subfamilies. In the current study, we performed 34 comparisons using 27 species from 7 subfamilies of Araceae to determine correlation coefficients among the mutational events at the family, subfamily, and genus levels. We express strength of the correlations as: negligible or very weak (0.10–0.19), weak (0.20–0.29), moderate (0.30–0.39), strong (0.40–0.69), very strong (0.70–0.99), and perfect (1.00). We observed strong/very strong correlations in most comparisons, whereas a few comparisons showed moderate correlations. The average correlation coefficient was recorded as 0.66 between “SNPs and InDels,” 0.50 between “InDels and repeats,” and 0.42 between “SNPs and repeats.” In qualitative analyses, 95–100% of the repeats at family and sub-family level, while 36–86% of the repeats at genus level comparisons co-occurred with SNPs in the same bins. Our findings show that such correlations among mutational events exist throughout Araceae and support the hypothesis of distribution of oligonucleotide repeats as a proxy for mutational hotspots.
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Affiliation(s)
- Abdullah
- Department of Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Claudia L Henriquez
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | | | - Peter Poczai
- Finnish Museum of Natural History, University of Helsinki, Helsinki, Finland
| | - Ibrar Ahmed
- Alpha Genomics Private Limited, Islamabad, Pakistan
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12
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Liao M, Gao XF, Zhang JY, Deng HN, Xu B. Comparative Chloroplast Genomics of Sophora Species: Evolution and Phylogenetic Relationships in the Early-Diverging Legume Subfamily Papilionoideae (Fabaceae). FRONTIERS IN PLANT SCIENCE 2021; 12:778933. [PMID: 34975964 PMCID: PMC8716937 DOI: 10.3389/fpls.2021.778933] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/08/2021] [Indexed: 05/04/2023]
Abstract
The taxonomy and evolutionary history of Sophora L., a genus with high economic and medicinal value, remain uncertain due to the absence of genetic resource (especially in China) and low polymorphism of molecular markers. Our aim was to elucidate the molecular evolution and phylogenetic relationships in chloroplast genomes of Sophora species in the early-diverging legume subfamily Papilionoideae (Fabaceae). We reported nine Sophora chloroplast genome from China using Illumina sequencing. We performed a series of analyses with previously published genomes of Sophora species to investigate their genomic characteristics, identified simple sequence repeats, large repeat sequences, tandem repeats, and highly polymorphic loci. The genomes were 152,953-158,087 bp in length, and contained 111-113 unique genes, including 76-78 protein coding, 31 tRNA, and 4 rRNA. The expansion of inverted repeat boundary of Sophora resulted in rps12 entering into the LSC region and loss of trnT-CGU gene in some species. Also, we found an approximately 23 kb inversion between trnC-GCA and trnF-GAA within the genus. In addition, we identified seven highly polymorphic loci (pi (π) > 0.035) suitable for inferring the phylogeny of Sophora species. Among these, three regions also co-occurred with large repeat sequences and support use of repeats as a proxy for the identification of polymorphic loci. Based on whole chloroplast genome and protein-coding sequences data-set, a well-supported phylogenetic tree of Sophora and related taxa showed that this genus is monophyletic, but sect. Disamaea and sect. Sophora, are incongruent with traditional taxonomic classifications based on fruit morphology. Our finding provides significant genetic resources to support further investigation into the phylogenetic relationship and evolution of the genus Sophora.
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Affiliation(s)
- Min Liao
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization and Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Xin-Fen Gao
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization and Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
| | - Jun-Yi Zhang
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization and Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
| | - Heng-Ning Deng
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization and Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
| | - Bo Xu
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization and Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
- *Correspondence: Bo Xu,
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13
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Cho MS, Kim SH, Yang J, Crawford DJ, Stuessy TF, López-Sepúlveda P, Kim SC. Plastid Phylogenomics of Dendroseris (Cichorieae; Asteraceae): Insights Into Structural Organization and Molecular Evolution of an Endemic Lineage From the Juan Fernández Islands. FRONTIERS IN PLANT SCIENCE 2020; 11:594272. [PMID: 33224173 PMCID: PMC7674203 DOI: 10.3389/fpls.2020.594272] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/14/2020] [Indexed: 06/11/2023]
Abstract
Dendroseris D. Don comprises 11 species endemic to the Juan Fernández islands in Chile. They demonstrate spectacular and unusual growth forms of rosette trees with extremely variable morphology and occupy wide ecological ranges on the islands. These unique plants are now highly threatened with extinction with very small population sizes, typically consisting of 10 or fewer individuals in wild. Despite morphological and ecological divergence among species of Dendroseris, their monophyly has been supported in previous studies, but with little resolution among subgeneric groups. We assembled seven complete plastome sequences from seven species of Dendroseris, including representatives from three subgenera, and carried out comparative phylogenomic analyses. The plastomes are highly conserved in gene content and order, with size ranging from 152,199 to 152,619 bp and containing 130 genes (87 coding genes, 6 rRNA genes, and 37 tRNA genes). Plastid phylogenomic analyses based on both the complete plastome sequences and 81 concatenated coding genes only show Dendroseris nested within Sonchus sensu lato, and also that inter-subgeneric relationships are fully resolved. Subg. Phoenicoseris is resolved as sister to the remaining species of the genus and a sister relationship between the two subgenera Dendroseris and Rea. Ten mutation hotspots from LSC and SSC regions and variable SSRs are identified as potential chloroplast markers for future phylogenetic and phylogeographic studies of Sonchus and related groups.
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Affiliation(s)
- Myong-Suk Cho
- Department of Biological Sciences, Sungkyunkwan University, Suwon-si, South Korea
| | - Seon-Hee Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon-si, South Korea
| | - JiYoung Yang
- Research Institute for Dok-do and Ulleung-do Island, Kyungpook National University, Daegu, South Korea
| | - Daniel J. Crawford
- Department of Ecology and Evolutionary Biology and the Biodiversity Institute, The University of Kansas, Lawrence, KS, United States
| | - Tod F. Stuessy
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH, United States
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | | | - Seung-Chul Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon-si, South Korea
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14
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Lehtonen S, Poczai P, Sablok G, Hyvönen J, Karger DN, Flores J. Exploring the phylogeny of the marattialean ferns. Cladistics 2020; 36:569-593. [DOI: 10.1111/cla.12419] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2020] [Indexed: 01/21/2023] Open
Affiliation(s)
- Samuli Lehtonen
- Biodiversity Unit University of Turku FI‐20014 Turku Finland
| | - Péter Poczai
- Finnish Museum of Natural History (Botany) University of Helsinki PO Box 7 FI‐00014 Helsinki Finland
| | - Gaurav Sablok
- Finnish Museum of Natural History (Botany) University of Helsinki PO Box 7 FI‐00014 Helsinki Finland
- OEB and ViPS University of Helsinki PO Box 65 FI‐00014 Helsinki Finland
| | - Jaakko Hyvönen
- Finnish Museum of Natural History (Botany) University of Helsinki PO Box 7 FI‐00014 Helsinki Finland
- OEB and ViPS University of Helsinki PO Box 65 FI‐00014 Helsinki Finland
| | - Dirk N. Karger
- Biodiversity Unit University of Turku FI‐20014 Turku Finland
- Swiss Federal Research Institute WSL 8903 Birmensdorf Switzerland
| | - Jorge Flores
- Finnish Museum of Natural History (Botany) University of Helsinki PO Box 7 FI‐00014 Helsinki Finland
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15
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Kistler L, Bieker VC, Martin MD, Pedersen MW, Ramos Madrigal J, Wales N. Ancient Plant Genomics in Archaeology, Herbaria, and the Environment. ANNUAL REVIEW OF PLANT BIOLOGY 2020; 71:605-629. [PMID: 32119793 DOI: 10.1146/annurev-arplant-081519-035837] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The ancient DNA revolution of the past 35 years has driven an explosion in the breadth, nuance, and diversity of questions that are approachable using ancient biomolecules, and plant research has been a constant, indispensable facet of these developments. Using archaeological, paleontological, and herbarium plant tissues, researchers have probed plant domestication and dispersal, plant evolution and ecology, paleoenvironmental composition and dynamics, and other topics across related disciplines. Here, we review the development of the ancient DNA discipline and the role of plant research in its progress and refinement. We summarize our understanding of long-term plant DNA preservation and the characteristics of degraded DNA. In addition, we discuss challenges in ancient DNA recovery and analysis and the laboratory and bioinformatic strategies used to mitigate them. Finally, we review recent applications of ancient plant genomic research.
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Affiliation(s)
- Logan Kistler
- Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA;
| | - Vanessa C Bieker
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway; ,
| | - Michael D Martin
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway; ,
| | - Mikkel Winther Pedersen
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, 1350 Copenhagen, Denmark;
| | - Jazmín Ramos Madrigal
- Natural History Museum of Denmark, University of Copenhagen, 1350 Copenhagen, Denmark;
| | - Nathan Wales
- Department of Archaeology, University of York, York YO1 7EP, United Kingdom;
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16
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Li H, Guo Q, Li Q, Yang L. Long-reads reveal that Rhododendron delavayi plastid genome contains extensive repeat sequences, and recombination exists among plastid genomes of photosynthetic Ericaceae. PeerJ 2020; 8:e9048. [PMID: 32351791 PMCID: PMC7183307 DOI: 10.7717/peerj.9048] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 04/02/2020] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Rhododendron delavayi Franch. var. delavayi is a wild ornamental plant species in Guizhou Province, China. The lack of its plastid genome information seriously hinders the further application and conservation of the valuable resource. METHODS The complete plastid genome of R. delavayi was assembled from long sequence reads. The genome was then characterized, and compared with those of other photosynthetic Ericaceae species. RESULTS The plastid genome of R. delavayi has a typical quadripartite structure, and a length of 202,169 bp. It contains a large number of repeat sequences and shows preference for codon usage. The comparative analysis revealed the irregular recombination of gene sets, including rearrangement and inversion, in the large single copy region. The extreme expansion of the inverted repeat region shortened the small single copy, and expanded the full length of the genome. In addition, consistent with traditional taxonomy, R. delavayi with nine other species of the same family were clustered into Ericaceae based on the homologous protein-coding sequences of the plastid genomes. Thus, the long-read assembly of the plastid genome of R. delavayi would provide basic information for the further study of the evolution, genetic diversity, and conservation of R. delavayi and its relatives.
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Affiliation(s)
- Huie Li
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Qiqiang Guo
- Institute for Forest Resources & Environment of Guizhou, Guizhou University, Guiyang, Guizhou, China
| | - Qian Li
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Lan Yang
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
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17
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Sharma H, Hyvönen J, Poczai P. Development of chloroplast microsatellite markers for giant ragweed ( Ambrosia trifida). APPLICATIONS IN PLANT SCIENCES 2020; 8:e11313. [PMID: 31993255 PMCID: PMC6976888 DOI: 10.1002/aps3.11313] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 11/01/2019] [Indexed: 05/03/2023]
Abstract
PREMISE Plant invasions are increasing globally, and extensive study of the genetic background of the source and invading populations is needed to understand such biological processes. For this reason, chloroplast microsatellite markers were identified to explore the genetic diversity of the noxious weed Ambrosia trifida (Asteraceae). METHODS AND RESULTS The complete chloroplast genome of A. trifida was mined for microsatellite loci, and 15 novel chloroplast primers were identified to assess the genetic diversity of 49 Ambrosia samples. The number of alleles amplified ranged from two to six, with an average of 3.2 alleles per locus. Shannon's information index varied from 0.305 and 1.467, expected heterozygosity ranged from 0.178 to 0.645, and the polymorphism information content value ranged from 0.211 to 0.675 (average 0.428). The cross-species transferability of the 15 microsatellite loci was also evaluated in four related Ambrosia species (A. artemisiifolia, A. maritima, A. psilostachya, and A. tenuifolia). CONCLUSIONS The novel chloroplast microsatellite markers developed in the current study demonstrate substantial cross-species transferability and will be helpful in future genetic diversity studies of A. trifida and related species.
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Affiliation(s)
- Himanshu Sharma
- Agri‐Biotechnology DivisonNational Agri‐Food Biotechnology InstituteMohali140306India
- Finnish Museum of Natural History (Botany)University of HelsinkiP.O. Box 7HelsinkiFI‐00014Finland
| | - Jaakko Hyvönen
- Finnish Museum of Natural History (Botany)University of HelsinkiP.O. Box 7HelsinkiFI‐00014Finland
- Organismal Evolutionary Biology Research ProgramFaculty of Biology and Environmental SciencesViikki Plant Science CentreUniversity of HelsinkiP.O. Box 65FI‐00014Finland
| | - Péter Poczai
- Finnish Museum of Natural History (Botany)University of HelsinkiP.O. Box 7HelsinkiFI‐00014Finland
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18
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Cho MS, Kim JH, Kim CS, Mejías JA, Kim SC. Sow Thistle Chloroplast Genomes: Insights into the Plastome Evolution and Relationship of Two Weedy Species, Sonchus asper and Sonchus oleraceus (Asteraceae). Genes (Basel) 2019; 10:genes10110881. [PMID: 31683955 PMCID: PMC6895928 DOI: 10.3390/genes10110881] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/31/2019] [Accepted: 11/01/2019] [Indexed: 11/23/2022] Open
Abstract
Prickly sow thistle, Sonchus asper (L.) Hill, and common sow thistle, Sonchus oleraceus L., are noxious weeds. Probably originating from the Mediterranean region, they have become widespread species. They share similar morphology and are closely related. However, they differ in their chromosome numbers and the precise relationship between them remains uncertain. Understanding their chloroplast genome structure and evolution is an important initial step toward determining their phylogenetic relationships and analyzing accelerating plant invasion processes on a global scale. We assembled four accessions of chloroplast genomes (two S. asper and two S. oleraceus) by the next generation sequencing approach and conducted comparative genomic analyses. All the chloroplast genomes were highly conserved. Their sizes ranged from 151,808 to 151,849 bp, containing 130 genes including 87 coding genes, 6 rRNA genes, and 37 tRNA genes. Phylogenetic analysis based on the whole chloroplast genome sequences showed that S. asper shares a recent common ancestor with S. oleraceus and suggested its likely involvement in a possible amphidiploid origin of S. oleraceus. In total, 79 simple sequence repeats and highly variable regions were identified as the potential chloroplast markers to determine genetic variation and colonization patterns of Sonchus species.
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Affiliation(s)
- Myong-Suk Cho
- Department of Biological Sciences, Sungkyunkwan University, Suwon, Gyeonggi-do 16419, Korea.
| | - Jin Hyeong Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon, Gyeonggi-do 16419, Korea.
| | - Chang-Seok Kim
- Highland Agriculture Research Institute, National Institute of Agricultural Sciences, Rural Development Administration (RDA), Gangwon-do 25342, Korea.
| | - José A Mejías
- Department of Plant Biology and Ecology, Universidad de Sevilla, 41004 Seville, Spain.
| | - Seung-Chul Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon, Gyeonggi-do 16419, Korea.
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