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Zan Y, Chen S, Ren M, Liu G, Liu Y, Han Y, Dong Y, Zhang Y, Si H, Liu Z, Liu D, Zhang X, Tong Y, Li Y, Jiang C, Wen L, Xiao Z, Sun Y, Geng R, Ji Y, Feng Q, Wang Y, Ye G, Fang L, Chen Y, Cheng L, Yang A. The genome and GeneBank genomics of allotetraploid Nicotiana tabacum provide insights into genome evolution and complex trait regulation. Nat Genet 2025; 57:986-996. [PMID: 40140587 PMCID: PMC11985347 DOI: 10.1038/s41588-025-02126-0] [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: 06/06/2023] [Accepted: 02/13/2025] [Indexed: 03/28/2025]
Abstract
Nicotiana tabacum is an allotetraploid hybrid of Nicotiana sylvestris and Nicotiana tomentosiformis and a model organism in genetics. However, features of subgenome evolution, expression coordination, genetic diversity and complex traits regulation of N. tabacum remain unresolved. Here we present chromosome-scale assemblies for all three species, and genotype and phenotypic data for 5,196 N. tabacum germplasms. Chromosome rearrangements and epigenetic modifications are associated with genome evolution and expression coordination following polyploidization. Two subgenomes and genes biased toward one subgenome contributed unevenly to complex trait variation. Using 178 marker-trait associations, a reference genotype-to-phenotype map was built for 39 morphological, developmental and disease resistance traits, and a novel gene regulating leaf width was validated. Signatures of positive and polygenic selection during the process of selective breeding were detected. Our study provides insights into genome evolution, complex traits regulation in allotetraploid N. tabacum and the use of GeneBank-scale resources for advancing genetic and genomic research.
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Affiliation(s)
- Yanjun Zan
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China.
| | - Shuai Chen
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Min Ren
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Guoxiang Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yutong Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yu Han
- Key Laboratory for Bio-Resource and Eco-Environment of Ministry of Education & Sichuan Zoige Alpine Wetland Ecosystem National Observation and Research Station, College of Life Science, Sichuan University, Chengdu, China
| | - Yang Dong
- State Key Laboratory of Plant Diversity and Specialty Crops, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- China National Botanical Garden, Beijing, China
| | - Yao Zhang
- State Key Laboratory of Plant Diversity and Specialty Crops, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Huan Si
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Zhengwen Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Dan Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Xingwei Zhang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Ying Tong
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yuan Li
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Caihong Jiang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Liuying Wen
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Zhiliang Xiao
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yangyang Sun
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Ruimei Geng
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yan Ji
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå University, Umeå, Sweden
| | - Quanfu Feng
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Yuanying Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Guoyou Ye
- CAAS-IRRI Joint Laboratory for Genomics-assisted Germplasm Enhancement, Agricultural Genomics Institute in Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
- Strategic Innovation Platform, International Rice Research Institute, Metro Manila, Philippines
| | - Lingzhao Fang
- Center for Quantitative Genetics and Genomics, Aarhus University, Aarhus, Denmark
| | - Yong Chen
- Beijing Life Science Academy, Beijing, China.
| | - Lirui Cheng
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China.
| | - Aiguo Yang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China.
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Breitbart ST, Johnson MTJ, Wagner HH. Anthropogenic Landscape Alteration, but Not Urbanization, Influences Non-Adaptive Evolution in Common Milkweed ( Asclepias syriaca L.). Ecol Evol 2025; 15:e71250. [PMID: 40256264 PMCID: PMC12008043 DOI: 10.1002/ece3.71250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Accepted: 03/17/2025] [Indexed: 04/22/2025] Open
Abstract
Urbanization can alter mating and dispersal, with consequences for non-adaptive evolution in populations. Potential outcomes vary widely due to the heterogeneity of urban landscapes and the diverse life history strategies of taxa. Furthermore, it is unclear how plants, which are significantly understudied in this context, are impacted. To better understand how urbanization influences non-adaptive evolution in a native plant of conservation importance, we analyzed patterns of neutral genetic variation in common milkweed (Asclepias syriaca). From 256 individuals sampled across 122 locations throughout the Greater Toronto Area, Canada, we created two datasets of 2,835 and 972 single nucleotide polymorphisms through genotype-by-sequencing. Genetic diversity and effective population size N e were mostly consistent between urban and rural habitats. Genetic differentiation between urban and rural habitats was low, and samples originated from a single genetic population. Demographic analysis indicated that N e decreased by > 99% within the past 800 years, with the rate of loss accelerating over time. These findings suggest that this A. syriaca population was little affected by the transition from rural to urban habitat; rather, anthropogenic activity prior to urbanization, such as precontact Indigenous inhabitation and colonial settlement, had observable effects on population demography. This study demonstrates how anthropogenic factors can modify the degree to which urbanization impacts evolution and emphasizes the importance of contextualizing results with demographic, ecological, and cultural histories.
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Affiliation(s)
- Sophie T. Breitbart
- Department of Ecology and Evolutionary BiologyUniversity of TorontoTorontoOntarioCanada
- Department of BiologyUniversity of Toronto MississaugaMississaugaOntarioCanada
- Centre for Urban EnvironmentsUniversity of Toronto MississaugaMississaugaOntarioCanada
| | - Marc T. J. Johnson
- Department of Ecology and Evolutionary BiologyUniversity of TorontoTorontoOntarioCanada
- Department of BiologyUniversity of Toronto MississaugaMississaugaOntarioCanada
- Centre for Urban EnvironmentsUniversity of Toronto MississaugaMississaugaOntarioCanada
| | - Helene H. Wagner
- Department of Ecology and Evolutionary BiologyUniversity of TorontoTorontoOntarioCanada
- Department of BiologyUniversity of Toronto MississaugaMississaugaOntarioCanada
- Centre for Urban EnvironmentsUniversity of Toronto MississaugaMississaugaOntarioCanada
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Heslop AD, Arojju SK, Hofmann RW, Ford JL, Jahufer MZZ, Larking AC, Ashby R, Hefer CA, Dodds KG, Saei A, O’Connor J, Griffiths AG. Local adaptation, genetic diversity and key environmental interactions in a collection of novel red clover germplasm. FRONTIERS IN PLANT SCIENCE 2025; 16:1553094. [PMID: 40166725 PMCID: PMC11955710 DOI: 10.3389/fpls.2025.1553094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 02/21/2025] [Indexed: 04/02/2025]
Abstract
Red clover (Trifolium pratense L.) is known for its large taproot, nitrogen fixation capabilities and production of forage high in protein and digestibility. It has the potential to strengthen temperate pastural systems against future adverse climatic events by providing higher biomass during periods of water deficit. Being outcrossing and self-incompatible, red clover is a highly heterozygous species. If evaluated and utilized correctly, this genetic diversity can be harnessed to develop productive, persistent cultivars. In this study, we selected 92 geographically diverse red clover novel germplasm populations for assessment in multi-location, multi-year field trials and for genetic diversity and genetic relationship characterization using pooled genotyping-by-sequencing (GBS). Through the development of integrated linear mixed models based on genomic, phenotypic, and environmental information we assessed variance components and genotype-by-environment (G x E) interactions for eight physiological and morphological traits. Key interactions between environmental variables and plant performance were also evaluated using a common garden site at Lincoln. We found that the genetic structure of the 92 populations was highly influenced by country of origin. The expected heterozygosity within populations ranged between 0.08 and 0.17 and varied with geographical origin. For the eight physiological and morphological traits measured there was high narrow-sense heritability (h2 > 0.70). The influence of environmental variables, such as mean precipitation, temperature and isothermality of the original collection locations, on plant and trait performance in the local field trials was also highlighted. Along with the identification of genes associated with these bioclimatic variables that could be used as genetic markers for selection in future breeding programs. Our study identifies the importance of diverse germplasm when adding genetic variation into breeding programs. It also identifies efficient evaluation methods and key climatic variables that should be considered when developing adaptive red clover cultivars.
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Affiliation(s)
- A. D. Heslop
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
- AgResearch Limited, Lincoln Research Centre, Christchurch, New Zealand
| | - Sai K. Arojju
- Radiata Pine Breeding Company, Building EN27, University of Canterbury, Christchurch, New Zealand
| | - Rainer W. Hofmann
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | - John L. Ford
- PGG Wrightson Seeds Limited, C/- Grasslands Research Centre, Palmerston North, New Zealand
| | - M. Zulfi Z. Jahufer
- School of Agriculture and Food Sustainability, The University of Queensland, Brisbane, QLD, Australia
| | - Anna C. Larking
- AgResearch Ltd., Grasslands Research Centre, Palmerston North, New Zealand
| | - Rachael Ashby
- AgResearch Limited, Invermay Agricultural Centre, Mosgiel, New Zealand
| | - Charles A. Hefer
- AgResearch Limited, Lincoln Research Centre, Christchurch, New Zealand
| | - Ken G. Dodds
- AgResearch Limited, Invermay Agricultural Centre, Mosgiel, New Zealand
| | - A. Saei
- AgResearch Ltd., Grasslands Research Centre, Palmerston North, New Zealand
| | - Jessica O’Connor
- AgResearch Limited, Invermay Agricultural Centre, Mosgiel, New Zealand
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Ehoche OG, Arojju SK, Jahufer MZZ, Jauregui R, Larking AC, Cousins G, Tate JA, Lockhart PJ, Griffiths AG. Genomic selection shows improved expected genetic gain over phenotypic selection of agronomic traits in allotetraploid white clover. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2025; 138:34. [PMID: 39847157 PMCID: PMC11757872 DOI: 10.1007/s00122-025-04819-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 01/06/2025] [Indexed: 01/24/2025]
Abstract
KEY MESSAGE Genomic selection using white clover multi-year-multi-site data showed predicted genetic gains through integrating among-half-sibling-family phenotypic selection and within-family genomic selection were up to 89% greater than half-sibling-family phenotypic selection alone. Genomic selection, an effective breeding tool used widely in plants and animals for improving low-heritability traits, has only recently been applied to forages. We explored the feasibility of implementing genomic selection in white clover (Trifolium repens L.), a key forage legume which has shown limited genetic improvement in dry matter yield (DMY) and persistence traits. We used data from a training population comprising 200 half-sibling (HS) families evaluated in a cattle-grazed field trial across three years and two locations. Combining phenotype and genotyping-by-sequencing (GBS) data, we assessed different two-stage genomic prediction models, including KGD-GBLUP developed for low-depth GBS data, on DMY, growth score, leaf size and stolon traits. Predictive abilities were similar among the models, ranging from -0.17 to 0.44 across traits, and remained stable for most traits when reducing model input to 100-120 HS families and 5500 markers, suggesting genomic selection is viable with fewer resources. Incorporating a correlated trait with a primary trait in multi-trait prediction models increased predictive ability by 28-124%. Deterministic modelling showed integrating among-HS-family phenotypic selection and within-family genomic selection at different selection pressures estimated up to 89% DMY genetic gain compared to phenotypic selection alone, despite a modest predictive ability of 0.3. This study demonstrates the potential benefits of combining genomic and phenotypic selection to boost genetic gains in white clover. Using cost-effective GBS paired with a prediction model optimized for low read-depth data, the approach can achieve prediction accuracies comparable to traditional models, providing a viable path for implementing genomic selection in white clover.
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Affiliation(s)
- O Grace Ehoche
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand
- Massey University, Private Bag 11222, Palmerston North, 4442, New Zealand
- PGG-Wrightson Seeds , AgResearch Grasslands Research Centre, Palmerston North, New Zealand
| | - Sai Krishna Arojju
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand
- Radiata Pine Breeding Company, University of Canterbury, Building EN27, Christchurch, 8041, New Zealand
| | - M Z Zulfi Jahufer
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand
- School of Agriculture and Sustainable Food, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Ruy Jauregui
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand
- Animal Health Lab, Ministry for Primary Industries, Wallaceville, New Zealand
| | - Anna C Larking
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand
| | - Greig Cousins
- PGG-Wrightson Seeds , AgResearch Grasslands Research Centre, Palmerston North, New Zealand
| | - Jennifer A Tate
- Massey University, Private Bag 11222, Palmerston North, 4442, New Zealand
| | - Peter J Lockhart
- Massey University, Private Bag 11222, Palmerston North, 4442, New Zealand
| | - Andrew G Griffiths
- Grasslands Research Centre, AgResearch Ltd, Private Bag 11008, Palmerston North, 4442, New Zealand.
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Shimomai H, Taichi N, Katsuhara KR, Kato S, Ushimaru A, Ohmido N. Allopolyploidy enhances survival advantages for urban environments in the native plant genus Commelina. ANNALS OF BOTANY 2024; 134:1055-1066. [PMID: 39175163 PMCID: PMC11687629 DOI: 10.1093/aob/mcae141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 08/19/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND AND AIMS Urbanization-induced environmental changes affect the geographical distribution of natural plant species. This study focused on how polyploidization, a dynamic genome change, influences the survival and distribution of Commelina communis (Cc) and its subspecies C. communis f. ciliata (Ccfc), which have variable chromosome numbers (e.g. Cc, 2n = 88 for Cc; Ccfc, 2n = 46 for Ccfc). The aim was to investigate polyploidization effects on natural plant distribution in urban environments. METHODS The geographical distribution across urban-rural gradients was investigated at a total of 218 sites in Japan. Stomata size and density were measured and compared between Cc and Ccfc. Flow cytometry determined genome size and polyploidy. Chromosome karyotyping was performed using the genomic in situ hybridization (GISH) method. KEY RESULTS Urban areas were exclusively dominated by Cc, while Cc and Ccfc coexisted in rural areas. Cc had larger and fewer stomata and a genome size more than twice that of Ccfc. GISH results indicated that Cc possesses Ccfc and another unknown genome, suggesting allopolyploidy. CONCLUSIONS Our results show that the ploidy difference affects the geographical distribution, stomata traits and genome size between two distinct taxa in the genus Commelina, C. communis as a neo-tetraploid and C. communis f. ciliata, the diploid. Cc is an allopolyploid and is therefore not only polyploidy but also has an additional genome that provides new sets of genes and alleles, contributing to Cc having enhanced survival potentials in urban environments compared with Ccfc. This is the first investigation to clarify the distribution difference related to urban environments, the difference in stomata traits and genome size, and to study chromosome composition in Commelina species.
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Affiliation(s)
- Hina Shimomai
- Graduate School of Human Development and Environment, Kobe University, 657-8501, Kobe, Japan
| | - Nakata Taichi
- Graduate School of Human Development and Environment, Kobe University, 657-8501, Kobe, Japan
| | - Koki R Katsuhara
- Graduate School of Environmental and Life Science, Okayama University, Okayama, Okayama 700-8530, Japan
| | - Seiji Kato
- Graduate School of Human Development and Environment, Kobe University, 657-8501, Kobe, Japan
| | - Atushi Ushimaru
- Graduate School of Human Development and Environment, Kobe University, 657-8501, Kobe, Japan
| | - Nobuko Ohmido
- Graduate School of Human Development and Environment, Kobe University, 657-8501, Kobe, Japan
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Zhang Y, Fu W, Pu Q, He Z, Li Z, Liu L, Ma X, Peng Y. The White Clover Single-Copy Nuclear Gene TrNAC002 Promotes Growth and Confers Drought Resistance in Plants Through Flavonoid Synthesis. PLANTS (BASEL, SWITZERLAND) 2024; 14:31. [PMID: 39795290 PMCID: PMC11722983 DOI: 10.3390/plants14010031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 12/20/2024] [Accepted: 12/20/2024] [Indexed: 01/13/2025]
Abstract
White clover (Trifolium repens) is vulnerable to drought stress. In response to abiotic stress, plants are regulated by NAC transcription factors. The NAC in white clover has not been thoroughly documented until recently. We have identified one white clover NAC transcription factor called TrNAC002. TrNAC002's coding sequence is localized to specific regions on the 3P and 5O chromosomes of white clover and is part of a single-copy nuclear gene. Subcellular localization demonstrates that TrNAC002 is located in the nucleus, while the transcriptional activity assay indicates its transcriptional activity. Arabidopsis plants overexpressing TrNAC002 (OE) exhibit enlarged leaves and increased lateral root growth compared to the wild type (WT). Additionally, the expression levels of the shoot apical meristem (SAM), WUSCHEL (WUS), DNA-binding protein (DBP), and auxin-induced in root cultures3 (AIR3) genes are significantly higher in OE as compared to WT. These findings imply that TrNAC002 could promote vegetative growth by increasing the expression of these genes. Under natural drought stress, OE can survive in dry soil for a longer period of time than WT. Furthermore, OE exhibits a lower level of reactive oxygen species (ROS) level and a higher content of flavonoids than WT. This is also positively correlated with an increased flavonoid content. In white clover, the expression of TrNAC002, chalcone synthase (CHS), and chalcone isomerase (CHI) in leaves demonstrates significant upregulation after drought stress and ABA treatment, as does the flavonoid content. However, the pTRV-VIGS experiment suggests that pTRV2-TrNAC002 white clover shrinks compared to the Mock and Water controls. Additionally, pTRV2-TrNAC002 white clover displays a statistically higher malondialdehyde (MDA) content than the Mock and Water controls, and a significantly lower level of total antioxidant activities, flavonoid content, CHS and CHI relative expression than that of the Mock and Water controls. These findings indicate that TrNAC002 responds to drought and modulates flavonoid biosynthesis in white clover. This study is the first to suggest that TrNAC002 likely responds to drought via ABA and enhances plant drought resistance by synthesizing flavonoids.
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Affiliation(s)
- Youzhi Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
- College of Life Science, Changchun Normal University, Changchun 130032, China
| | - Wei Fu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Qi Pu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Zhirui He
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Zhou Li
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Lin Liu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Xiao Ma
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
| | - Yan Peng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.Z.); (W.F.); (Q.P.); (Z.H.); (Z.L.); (L.L.); (X.M.)
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Wang L, Wang S, Su H, Cai H, Song Y, Gong X, Sun Z, Qu J, Zhang Y. Multi-omics profiling reveals elevated CO 2-enhanced tolerance of Trifolium repens L. to lead stress through environment-plant-microbiome interactions. ENVIRONMENT INTERNATIONAL 2024; 194:109150. [PMID: 39556957 DOI: 10.1016/j.envint.2024.109150] [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: 07/31/2024] [Revised: 11/11/2024] [Accepted: 11/11/2024] [Indexed: 11/20/2024]
Abstract
The increasing atmospheric CO2 resulting from human activities over the past two centuries, which is projected to persist, has significant implications for plant physiology. However, our predictive understanding of how elevated CO2 (eCO2) modifies plant tolerance to metal stress remains limited. In this study, we collected roots and rhizosphere soils from Trifolium repens L. subjected to lead (Pb) stress under ambient and elevated CO2 conditions, generating transcriptomic data for roots, microbiota data for rhizospheres, and conducting comprehensive multi-omics analyses. Our findings show that eCO2 reduced the accumulation of Pb-induced reactive oxygen species (ROS) and promoted plant growth by 72% to 402%, as well as increases shoot Pb uptake by 79% compared to ambient CO2. Additionally, eCO2 triggers specific defense response in T. repens, elevating the threshold for stress response. We observed a adaptive reconfiguration of transcriptional network that enhances energy efficiency and optimizes photosynthetic product utilization. Notably, eCO2 induces salicylic acid biosynthesis and activates defense pathways related to redox balance and ROS scavenging processes, thereby enhancing abiotic stress resistance. Through weighted gene co-expression network analysis, our comprehensive investigation reveals a holistic regulatory network encompassing plant traits, gene expression patterns, and bacterial structure potentially linked to metal accumulation as well as tradeoffs between growth and defense in plants under elevated CO2. These insights shed light on the plant stress responses under elevated CO2 and while contributing to a broader comprehension of plant-environment interactions.
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Affiliation(s)
- Lei Wang
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Sui Wang
- National Key Laboratory of Smart Farm Technologies and Systems, Northeast Agricultural University, Harbin 150030, China
| | - Haifeng Su
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Hongguang Cai
- Jilin Academy of Agricultural Sciences (Northeast Agricultural Research Center of China), Changchun 130033, China
| | - Yankun Song
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Xiang Gong
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Zhihui Sun
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Jianhua Qu
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China
| | - Ying Zhang
- School of Resources and Environment, Northeast Agricultural University, Harbin 150030, China.
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Ma S, Qi Y, Ma J, Wang Y, Feng G, Huang L, Nie G, Zhang X. Functional characterization of TrGSTF15, a glutathione S-transferase gene family member, on the transport and accumulation of anthocyanins and proanthocyanidins in Trifolium repens. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 215:109038. [PMID: 39163651 DOI: 10.1016/j.plaphy.2024.109038] [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: 05/29/2024] [Revised: 07/13/2024] [Accepted: 08/08/2024] [Indexed: 08/22/2024]
Abstract
Anthocyanins and proanthocyanidins (PAs) are important secondary metabolites in plants, high contents of which are an important goal for quality breeding of white clover (Trifolium repens). However, the involvement of glutathione S-transferase (GST) in the transport of anthocyanins and PAs remains unexplored in white clover. This study identified 153 different TrGSTs in white clover. At the transcriptional level, compared to other TrGSTFs, TrGSTF10 and TrGSTF15 are highly expressed in the 'Purple' white clover, and they may work with the anthocyanin biosynthesis structural genes CHS and CHI to contribute to pigment buildup in white clover. Subcellular localization confirmed that TrGSTF10 and TrGSTF15 are located in the cytoplasm. Additionally, molecular docking experiments showed that TrGSTF10 and TrGSTF15 have similar binding affinity with two flavonoid monomers. Overexpression of TrGSTF15 complemented the deficiency of anthocyanin coloring and PA accumulation in the Arabidopsis tt19 mutant. The initial findings of this research indicate that TrGSTF15 encodes an important transporter of anthocyanin and PA in white clover, thus providing a new perspective for the further exploration of related transport and regulatory mechanisms.
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Affiliation(s)
- Sainan Ma
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Yali Qi
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Jieyu Ma
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Yang Wang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Guangyan Feng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Linkai Huang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Gang Nie
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China.
| | - Xinquan Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, 611130, China.
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Fechete LI, Larking AC, Heslop A, Hannaford R, Anderson CB, Hong W, Prakash S, Mace W, Alikhani S, Hofmann RW, Tausen M, Schierup MH, Andersen SU, Griffiths AG. Harnessing cold adaptation for postglacial colonisation: Galactinol synthase expression and raffinose accumulation in a polyploid and its progenitors. PLANT, CELL & ENVIRONMENT 2024; 47:4014-4030. [PMID: 38873953 DOI: 10.1111/pce.15009] [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: 12/16/2023] [Revised: 03/20/2024] [Accepted: 06/06/2024] [Indexed: 06/15/2024]
Abstract
Allotetraploid white clover (Trifolium repens) formed during the last glaciation through hybridisation of two European diploid progenitors from restricted niches: one coastal, the other alpine. Here, we examine which hybridisation-derived molecular events may have underpinned white clover's postglacial niche expansion. We compared the transcriptomic frost responses of white clovers (an inbred line and an alpine-adapted ecotype), extant descendants of its progenitor species and a resynthesised white clover neopolyploid to identify genes that were exclusively frost-induced in the alpine progenitor and its derived subgenomes. From these analyses we identified galactinol synthase, the rate-limiting enzyme in biosynthesis of the cryoprotectant raffinose, and found that the extant descendants of the alpine progenitor as well as the neopolyploid white clover rapidly accumulated significantly more galactinol and raffinose than the coastal progenitor under cold stress. The frost-induced galactinol synthase expression and rapid raffinose accumulation derived from the alpine progenitor likely provided an advantage during early postglacial colonisation for white clover compared to its coastal progenitor.
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Affiliation(s)
| | - Anna C Larking
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Angus Heslop
- Research Centre, AgResearch Lincoln, Lincoln, New Zealand
| | - Rina Hannaford
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Craig B Anderson
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Won Hong
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Sushma Prakash
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Wade Mace
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
| | - Salome Alikhani
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | - Rainer W Hofmann
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | - Marni Tausen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | | | | | - Andrew G Griffiths
- Grasslands Research Centre, AgResearch Grasslands, Palmerston North, New Zealand
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10
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Nie G, Huang Y, Wang Y, He J, Zhang R, Yan L, Huang L, Zhang X. Physiological and comprehensive transcriptome analysis reveals distinct regulatory mechanisms for aluminum tolerance of Trifolium repens. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 284:117001. [PMID: 39236654 DOI: 10.1016/j.ecoenv.2024.117001] [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: 04/15/2024] [Revised: 08/29/2024] [Accepted: 09/01/2024] [Indexed: 09/07/2024]
Abstract
It is estimated that up to 50 % of arable lands worldwide are acidic, and most crops are severely inhibited due to the high active aluminum (Al). Trifolium repens is an excellent legume forage with a certain acid tolerance, although it is affected by Al toxicity in acidic soil. In this study, physiological and transcriptomic responses of different white clover varieties were analyzed when exposed to a high-level of Al stress. The results revealed that Trifolium repens had a high level of Al toxicity tolerance, and accumulated nearly 70 % of Al3+ in its roots. Al toxicity significantly inhibited the root length and root activity, decreased the chlorophyll (Chl) content and photosynthetic pigments, while significantly increased the intercellular CO2 concentration (Ci). The content of malondialdehyde (MDA), electrolyte leakage (EL), proline and reactive oxygen species (ROS) were significantly accumulated under Al stress. Furthermore, a total of 27,480 differentially expressed genes (DEGs) were identified after the treatment. Gene ontology (GO) and Kyoto encyclopedia of Genes and Genomes (KEGG) pathway analysis showed that most Al-responsive genes enriched to chloroplast thylakoid membrane, chloroplast stroma and photosynthesis in Haifa leaf while in MAG leaf highly enriched in response to regulation of defense response, which could induce the different tolerance of the two cultivars to Al stress. Besides, pectin methylesterase (PME), glycosyl transferases (GT1) and chalcone synthase genes associated with cell wall biosynthesis may improve the Al accumulation and enhance tolerance of Al toxicity. The results established here would help to understand the morphological structure, physiological and biochemical response, and molecular mechanism of white clover under Al tolerance.
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Affiliation(s)
- Gang Nie
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China.
| | - Yizhi Huang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Yang Wang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Jie He
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Rui Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Lijun Yan
- Sichuan Academy of Grassland Science, Chengdu 611731, China
| | - Linkai Huang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Xinquan Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
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11
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Kuo WH, Zhong L, Wright SJ, Goad DM, Olsen KM. Beyond cyanogenesis: Temperature gradients drive environmental adaptation in North American white clover (Trifolium repens L.). Mol Ecol 2024; 33:e17484. [PMID: 39072878 DOI: 10.1111/mec.17484] [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: 04/02/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/30/2024]
Abstract
Species that repeatedly evolve phenotypic clines across environmental gradients have been highlighted as ideal systems for characterizing the genomic basis of local environmental adaptation. However, few studies have assessed the importance of observed phenotypic clines for local adaptation: conspicuous traits that vary clinally may not necessarily be the most critical in determining local fitness. The present study was designed to fill this gap, using a plant species characterized by repeatedly evolved adaptive phenotypic clines. White clover is naturally polymorphic for its chemical defence cyanogenesis (HCN release with tissue damage); climate-associated cyanogenesis clines have evolved throughout its native and introduced range worldwide. We performed landscape genomic analyses on 415 wild genotypes from 43 locations spanning much of the North American species range to assess the relative importance of cyanogenesis loci vs. other genomic factors in local climatic adaptation. We find clear evidence of local adaptation, with temperature-related climatic variables best describing genome-wide differentiation between sampling locations. The same climatic variables are also strongly correlated with cyanogenesis frequencies and gene copy number variations (CNVs) at cyanogenesis loci. However, landscape genomic analyses indicate no significant contribution of cyanogenesis loci to local adaptation. Instead, several genomic regions containing promising candidate genes for plant response to seasonal cues are identified - some of which are shared with previously identified QTLs for locally adaptive fitness traits in North American white clover. Our findings suggest that local adaptation in white clover is likely determined primarily by genes controlling the timing of growth and flowering in response to local seasonal cues. More generally, this work suggests that caution is warranted when considering the importance of conspicuous phenotypic clines as primary determinants of local adaptation.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - Limei Zhong
- Jiangxi Key Laboratory of Molecular Biology and Gene Engineering, School of Life Sciences, Nanchang University, Nanchang, China
| | - Sara J Wright
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - David M Goad
- Department of Biology, Washington University, St. Louis, Missouri, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University, St. Louis, Missouri, USA
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12
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Kuo WH, Wright SJ, Small LL, Olsen KM. De novo genome assembly of white clover (Trifolium repens L.) reveals the role of copy number variation in rapid environmental adaptation. BMC Biol 2024; 22:165. [PMID: 39113037 PMCID: PMC11305067 DOI: 10.1186/s12915-024-01962-6] [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: 01/24/2024] [Accepted: 07/24/2024] [Indexed: 08/11/2024] Open
Abstract
BACKGROUND White clover (Trifolium repens) is a globally important perennial forage legume. This species also serves as an eco-evolutionary model system for studying within-species chemical defense variation; it features a well-studied polymorphism for cyanogenesis (HCN release following tissue damage), with higher frequencies of cyanogenic plants favored in warmer locations worldwide. Using a newly generated haplotype-resolved genome and two other long-read assemblies, we tested the hypothesis that copy number variants (CNVs) at cyanogenesis genes play a role in the ability of white clover to rapidly adapt to local environments. We also examined questions on subgenome evolution in this recently evolved allotetraploid species and on chromosomal rearrangements in the broader IRLC legume clade. RESULTS Integration of PacBio HiFi, Omni-C, Illumina, and linkage map data yielded a completely de novo genome assembly for white clover (created without a priori sequence assignment to subgenomes). We find that white clover has undergone extensive transposon diversification since its origin but otherwise shows highly conserved genome organization and composition with its diploid progenitors. Unlike some other clover species, its chromosomal structure is conserved with other IRLC legumes. We further find extensive evidence of CNVs at the major cyanogenesis loci; these contribute to quantitative variation in the cyanogenic phenotype and to local adaptation across wild North American populations. CONCLUSIONS This work provides a case study documenting the role of CNVs in local adaptation in a plant species, and it highlights the value of pan-genome data for identifying contributions of structural variants to adaptation in nature.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Sara J Wright
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
- Present address: Department of Biological and Biomedical Sciences, Rowan University, Glassboro, NJ, 08028, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130, USA.
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13
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Aufiero G, Fruggiero C, D’Angelo D, D’Agostino N. Homoeologs in Allopolyploids: Navigating Redundancy as Both an Evolutionary Opportunity and a Technical Challenge-A Transcriptomics Perspective. Genes (Basel) 2024; 15:977. [PMID: 39202338 PMCID: PMC11353593 DOI: 10.3390/genes15080977] [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: 07/02/2024] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 09/03/2024] Open
Abstract
Allopolyploidy in plants involves the merging of two or more distinct parental genomes into a single nucleus, a significant evolutionary process in the plant kingdom. Transcriptomic analysis provides invaluable insights into allopolyploid plants by elucidating the fate of duplicated genes, revealing evolutionary novelties and uncovering their environmental adaptations. By examining gene expression profiles, scientists can discern how duplicated genes have evolved to acquire new functions or regulatory roles. This process often leads to the development of novel traits and adaptive strategies that allopolyploid plants leverage to thrive in diverse ecological niches. Understanding these molecular mechanisms not only enhances our appreciation of the genetic complexity underlying allopolyploidy but also underscores their importance in agriculture and ecosystem resilience. However, transcriptome profiling is challenging due to genomic redundancy, which is further complicated by the presence of multiple chromosomes sets and the variations among homoeologs and allelic genes. Prior to transcriptome analysis, sub-genome phasing and homoeology inference are essential for obtaining a comprehensive view of gene expression. This review aims to clarify the terminology in this field, identify the most challenging aspects of transcriptome analysis, explain their inherent difficulties, and suggest reliable analytic strategies. Furthermore, bulk RNA-seq is highlighted as a primary method for studying allopolyploid gene expression, focusing on critical steps like read mapping and normalization in differential gene expression analysis. This approach effectively captures gene expression from both parental genomes, facilitating a comprehensive analysis of their combined profiles. Its sensitivity in detecting low-abundance transcripts allows for subtle differences between parental genomes to be identified, crucial for understanding regulatory dynamics and gene expression balance in allopolyploids.
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Affiliation(s)
| | | | | | - Nunzio D’Agostino
- Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy; (G.A.); (C.F.); (D.D.)
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14
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Qi T, Yang W, Hassan MJ, Liu J, Yang Y, Zhou Q, Li H, Peng Y. Genome-wide identification of Aux/IAA gene family in white clover (Trifolium repens L.) and functional verification of TrIAA18 under different abiotic stress. BMC PLANT BIOLOGY 2024; 24:346. [PMID: 38684940 PMCID: PMC11057079 DOI: 10.1186/s12870-024-05034-3] [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: 01/19/2024] [Accepted: 04/17/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND White clover (Trifolium repens L.) is an excellent leguminous cool-season forage with a high protein content and strong nitrogen-fixing ability. Despite these advantages, its growth and development are markedly sensitive to environmental factors. Indole-3-acetic acid (IAA) is the major growth hormone in plants, regulating plant growth, development, and response to adversity. Nevertheless, the specific regulatory functions of Aux/IAA genes in response to abiotic stresses in white clover remain largely unexplored. RESULTS In this study, we identified 47 Aux/IAA genes in the white clover genome, which were categorized into five groups based on phylogenetic analysis. The TrIAAs promoter region co-existed with different cis-regulatory elements involved in developmental and hormonal regulation, and stress responses, which may be closely related to their diverse regulatory roles. Collinearity analysis showed that the amplification of the TrIAA gene family was mainly carried out by segmental duplication. White clover Aux/IAA genes showed different expression patterns in different tissues and under different stress treatments. In addition, we performed a yeast two-hybrid analysis to investigate the interaction between white clover Aux/IAA and ARF proteins. Heterologous expression indicated that TrIAA18 could enhance stress tolerance in both yeast and transgenic Arabidopsis thaliana. CONCLUSION These findings provide new scientific insights into the molecular mechanisms of growth hormone signaling in white clover and its functional characteristics in response to environmental stress.
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Affiliation(s)
- Tiangang Qi
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Weiqiang Yang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Muhammad Jawad Hassan
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Jiefang Liu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yujiao Yang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Qinyu Zhou
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Hang Li
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yan Peng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China.
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15
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Ruhsam M, Hollingsworth PM, Mc Cartney AM, Herron KE, Hughes GM, Christenhusz MJM, Fay MF, Leitch IJ. The genome sequence of lesser trefoil or Irish shamrock, Trifolium dubium Sibth. (Fabaceae). Wellcome Open Res 2024; 9:229. [PMID: 39258550 PMCID: PMC11384199 DOI: 10.12688/wellcomeopenres.21191.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/06/2024] [Indexed: 09/12/2024] Open
Abstract
We present a genome assembly from an individual Trifolium dubium (lesser trefoil; Tracheophyta; Magnoliopsida; Fabales; Fabaceae) as part of a collaboration between the Darwin Tree of Life and the European Reference Genome Atlas. The genome sequence is 679.1 megabases in span. Most of the assembly is scaffolded into 15 chromosomal pseudomolecules. The two mitochondrial genomes have lengths of 133.86 kb and 182.32 kb, and the plastid genome assembly has a length of 126.22 kilobases.
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Affiliation(s)
- Markus Ruhsam
- Royal Botanic Garden Edinburgh, Edinburgh, Scotland, UK
| | | | - Ann M Mc Cartney
- University of California Santa Cruz, Santa Cruz, California, USA
| | | | | | - Maarten J M Christenhusz
- Royal Botanic Gardens Kew, Richmond, England, UK
- Curtin University, Perth, Western Australia, Australia
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16
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Zhang T, Zhou L, Pu Y, Tang Y, Liu J, Yang L, Zhou T, Feng L, Wang X. A chromosome-level genome reveals genome evolution and molecular basis of anthraquinone biosynthesis in Rheum palmatum. BMC PLANT BIOLOGY 2024; 24:261. [PMID: 38594606 PMCID: PMC11005207 DOI: 10.1186/s12870-024-04972-2] [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: 02/27/2024] [Accepted: 04/01/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND Rhubarb is one of common traditional Chinese medicine with a diverse array of therapeutic efficacies. Despite its widespread use, molecular research into rhubarb remains limited, constraining our comprehension of the geoherbalism. RESULTS We assembled the genome of Rheum palmatum L., one of the source plants of rhubarb, to elucidate its genome evolution and unpack the biosynthetic pathways of its bioactive compounds using a combination of PacBio HiFi, Oxford Nanopore, Illumina, and Hi-C scaffolding approaches. Around 2.8 Gb genome was obtained after assembly with more than 99.9% sequences anchored to 11 pseudochromosomes (scaffold N50 = 259.19 Mb). Transposable elements (TE) with a continuous expansion of long terminal repeat retrotransposons (LTRs) is predominant in genome size, contributing to the genome expansion of R. palmatum. Totally 30,480 genes were predicted to be protein-coding genes with 473 significantly expanded gene families enriched in diverse pathways associated with high-altitude adaptation for this species. Two successive rounds of whole genome duplication event (WGD) shared by Fagopyrum tataricum and R. palmatum were confirmed. We also identified 54 genes involved in anthraquinone biosynthesis and other 97 genes entangled in flavonoid biosynthesis. Notably, RpALS emerged as a compelling candidate gene for the octaketide biosynthesis after the key residual screening. CONCLUSION Overall, our findings offer not only an enhanced understanding of this remarkable medicinal plant but also pave the way for future innovations in its genetic breeding, molecular design, and functional genomic studies.
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Affiliation(s)
- Tianyi Zhang
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Lipan Zhou
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yang Pu
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yadi Tang
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Jie Liu
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Li Yang
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Tao Zhou
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Li Feng
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Xumei Wang
- School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, China.
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17
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Caizergues AE, Santangelo JS, Ness RW, Angeoletto F, Anstett DN, Anstett J, Baena-Diaz F, Carlen EJ, Chaves JA, Comerford MS, Dyson K, Falahati-Anbaran M, Fellowes MDE, Hodgins KA, Hood GR, Iñiguez-Armijos C, Kooyers NJ, Lázaro-Lobo A, Moles AT, Munshi-South J, Paule J, Porth IM, Santiago-Rosario LY, Whitney KS, Tack AJM, Johnson MTJ. Does urbanisation lead to parallel demographic shifts across the world in a cosmopolitan plant? Mol Ecol 2024; 33:e17311. [PMID: 38468155 DOI: 10.1111/mec.17311] [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: 08/15/2023] [Revised: 12/08/2023] [Accepted: 01/30/2024] [Indexed: 03/13/2024]
Abstract
Urbanisation is occurring globally, leading to dramatic environmental changes that are altering the ecology and evolution of species. In particular, the expansion of human infrastructure and the loss and fragmentation of natural habitats in cities is predicted to increase genetic drift and reduce gene flow by reducing the size and connectivity of populations. Alternatively, the 'urban facilitation model' suggests that some species will have greater gene flow into and within cities leading to higher diversity and lower differentiation in urban populations. These alternative hypotheses have not been contrasted across multiple cities. Here, we used the genomic data from the GLobal Urban Evolution project (GLUE), to study the effects of urbanisation on non-adaptive evolutionary processes of white clover (Trifolium repens) at a global scale. We found that white clover populations presented high genetic diversity and no evidence of reduced Ne linked to urbanisation. On the contrary, we found that urban populations were less likely to experience a recent decrease in effective population size than rural ones. In addition, we found little genetic structure among populations both globally and between urban and rural populations, which showed extensive gene flow between habitats. Interestingly, white clover displayed overall higher gene flow within urban areas than within rural habitats. Our study provides the largest comprehensive test of the demographic effects of urbanisation. Our results contrast with the common perception that heavily altered and fragmented urban environments will reduce the effective population size and genetic diversity of populations and contribute to their isolation.
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Affiliation(s)
- Aude E Caizergues
- Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - James S Santangelo
- Department of Integrative Biology, University of California Berkeley, Berkeley, California, USA
| | - Rob W Ness
- Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Fabio Angeoletto
- Programa de Pós-Graduação em Gestão e Tecnologia Ambiental da Universidade Federal de Rondonópolis, Rondonópolis, Brasil
| | - Daniel N Anstett
- Department of Plant Biology, Department of Entomology, Plant Resilience Institute, Michigan State University, East Lansing, Michigan, USA
| | - Julia Anstett
- Genomic Sciences and Technology Program, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Elizabeth J Carlen
- Living Earth Collaborative, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Jaime A Chaves
- Universidad San Francisco de Quito, Ecuador, Quito
- San Francisco State University, San Francisco, California, USA
| | - Mattheau S Comerford
- Department of Biology, University of Massachusetts Boston, Boston, Massachusetts, USA
| | | | | | | | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Glen Ray Hood
- Department of Biological Sciences, Wayne State University, Detroit, Michigan, USA
| | - Carlos Iñiguez-Armijos
- Laboratorio de Ecología Tropical y Servicios Ecosistémicos (EcoSs-Lab), Universidad Técnica Particular de Loja, Loja, Ecuador
| | | | - Adrián Lázaro-Lobo
- Biodiversity Research Institute (IMIB), CSIC-University of Oviedo-Principality of Asturias, Mieres, Spain
| | - Angela T Moles
- Evolution & Ecology Research Centre, UNSW-University of New South Wales, Sydney, New South Wales, Australia
| | - Jason Munshi-South
- Department of Biology and Louis Calder Center, Fordham University, New York City, New York, USA
| | - Juraj Paule
- Botanischer Garten und Botanisches Museum Berlin, Freie Universität Berlin, Berlin, Germany
| | - Ilga M Porth
- Institut de biologie intégrative et des systèmes, Université Laval, Quebec City, Quebec, Canada
| | - Luis Y Santiago-Rosario
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, Minnesota, USA
| | - Kaitlin Stack Whitney
- Science, Technology & Society Department, Rochester Institute of Technology, Rochester, New York, USA
| | - Ayko J M Tack
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Marc T J Johnson
- Centre for Urban Environments, University of Toronto Mississauga, Mississauga, Ontario, Canada
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
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18
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Nieuwenhuis R, Hesselink T, van den Broeck HC, Cordewener J, Schijlen E, Bakker L, Diaz Trivino S, Struss D, de Hoop SJ, de Jong H, Peters SA. Genome architecture and genetic diversity of allopolyploid okra (Abelmoschus esculentus). THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:225-241. [PMID: 38133904 DOI: 10.1111/tpj.16602] [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: 06/21/2023] [Revised: 10/17/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023]
Abstract
The allopolyploid okra (Abelmoschus esculentus) unveiled telomeric repeats flanking distal gene-rich regions and short interstitial TTTAGGG telomeric repeats, possibly representing hallmarks of chromosomal speciation. Ribosomal RNA (rRNA) genes organize into 5S clusters, distinct from the 18S-5.8S-28S units, indicating an S-type rRNA gene arrangement. The assembly, in line with cytogenetic and cytometry observations, identifies 65 chromosomes and a 1.45 Gb genome size estimate in a haploid sibling. The lack of aberrant meiotic configurations implies limited to no recombination among sub-genomes. k-mer distribution analysis reveals 75% has a diploid nature and 15% heterozygosity. The configurations of Benchmarking Universal Single-Copy Ortholog (BUSCO), k-mer, and repeat clustering point to the presence of at least two sub-genomes one with 30 and the other with 35 chromosomes, indicating the allopolyploid nature of the okra genome. Over 130 000 putative genes, derived from mapped IsoSeq data and transcriptome data from public okra accessions, exhibit a low genetic diversity of one single nucleotide polymorphisms per 2.1 kbp. The genes are predominantly located at the distal chromosome ends, declining toward central scaffold domains. Long terminal repeat retrotransposons prevail in central domains, consistent with the observed pericentromeric heterochromatin and distal euchromatin. Disparities in paralogous gene counts suggest potential sub-genome differentiation implying possible sub-genome dominance. Amino acid query sequences of putative genes facilitated phenol biosynthesis pathway annotation. Comparison with manually curated reference KEGG pathways from related Malvaceae species reveals the genetic basis for putative enzyme coding genes that likely enable metabolic reactions involved in the biosynthesis of dietary and therapeutic compounds in okra.
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Affiliation(s)
- Ronald Nieuwenhuis
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Thamara Hesselink
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Hetty C van den Broeck
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Jan Cordewener
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Elio Schijlen
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Linda Bakker
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Sara Diaz Trivino
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Darush Struss
- East-West International B.V., Heiligeweg 18, 1601 PN, Enkhuizen, The Netherlands
| | - Simon-Jan de Hoop
- East-West International B.V., Heiligeweg 18, 1601 PN, Enkhuizen, The Netherlands
| | - Hans de Jong
- Laboratory of Genetics, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Sander A Peters
- Business Unit of Bioscience, Cluster Applied Bioinformatics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
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Katayama N, Yamamoto T, Aiuchi S, Watano Y, Fujiwara T. Subgenome evolutionary dynamics in allotetraploid ferns: insights from the gene expression patterns in the allotetraploid species Phegopteris decursivepinnata (Thelypteridacea, Polypodiales). FRONTIERS IN PLANT SCIENCE 2024; 14:1286320. [PMID: 38264021 PMCID: PMC10803465 DOI: 10.3389/fpls.2023.1286320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/13/2023] [Indexed: 01/25/2024]
Abstract
Allopolyploidization often leads to disruptive conflicts among more than two sets of subgenomes, leading to genomic modifications and changes in gene expression. Although the evolutionary trajectories of subgenomes in allopolyploids have been studied intensely in angiosperms, the dynamics of subgenome evolution remain poorly understood in ferns, despite the prevalence of allopolyploidization. In this study, we have focused on an allotetraploid fern-Phegopteris decursivepinnata-and its diploid parental species, P. koreana (K) and P. taiwaniana (T). Using RNA-seq analyses, we have compared the gene expression profiles for 9,540 genes among parental species, synthetic F1 hybrids, and natural allotetraploids. The changes in gene expression patterns were traced from the F1 hybrids to the natural allopolyploids. This study has revealed that the expression patterns observed in most genes in the F1 hybrids are largely conserved in the allopolyploids; however, there were substantial differences in certain genes between these groups. In the allopolyploids compared with the F1 hybrids, the number of genes showing a transgressive pattern in total expression levels was increased. There was a slight reduction in T-dominance and a slight increase in K-dominance, in terms of expression level dominance. Interestingly, there is no obvious bias toward the T- or K-subgenomes in the number and expression levels overall, showing the absence of subgenome dominance. These findings demonstrated the impacts of the substantial transcriptome change after hybridization and the moderate modification during allopolyploid establishment on gene expression in ferns and provided important insights into subgenome evolution in polyploid ferns.
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Affiliation(s)
- Natsu Katayama
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
- Department of Biology, Faculty of Science, Chiba University, Chiba, Japan
| | - Takuya Yamamoto
- Department of Biology, Graduate School of Science, Chiba University, Chiba, Japan
| | - Sakura Aiuchi
- Department of Biology, Graduate School of Science, Chiba University, Chiba, Japan
| | - Yasuyuki Watano
- Department of Biology, Faculty of Science, Chiba University, Chiba, Japan
| | - Tao Fujiwara
- Center for Molecular Biodiversity Research, National Museum of Nature and Science, Tsukuba, Ibaraki, Japan
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20
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Duan T, Sicard A, Glémin S, Lascoux M. Separating phases of allopolyploid evolution with resynthesized and natural Capsella bursa-pastoris. eLife 2024; 12:RP88398. [PMID: 38189348 PMCID: PMC10945474 DOI: 10.7554/elife.88398] [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] [Indexed: 01/09/2024] Open
Abstract
Allopolyploidization is a frequent evolutionary transition in plants that combines whole-genome duplication (WGD) and interspecific hybridization. The genome of an allopolyploid species results from initial interactions between parental genomes and long-term evolution. Distinguishing the contributions of these two phases is essential to understanding the evolutionary trajectory of allopolyploid species. Here, we compared phenotypic and transcriptomic changes in natural and resynthesized Capsella allotetraploids with their diploid parental species. We focused on phenotypic traits associated with the selfing syndrome and on transcription-level phenomena such as expression-level dominance (ELD), transgressive expression (TRE), and homoeolog expression bias (HEB). We found that selfing syndrome, high pollen, and seed quality in natural allotetraploids likely resulted from long-term evolution. Similarly, TRE and most down-regulated ELD were only found in natural allopolyploids. Natural allotetraploids also had more ELD toward the self-fertilizing parental species than resynthesized allotetraploids, mirroring the establishment of the selfing syndrome. However, short-term changes mattered, and 40% of the cases of ELD in natural allotetraploids were already observed in resynthesized allotetraploids. Resynthesized allotetraploids showed striking variation of HEB among chromosomes and individuals. Homoeologous synapsis was its primary source and may still be a source of genetic variation in natural allotetraploids. In conclusion, both short- and long-term mechanisms contributed to transcriptomic and phenotypic changes in natural allotetraploids. However, the initial gene expression changes were largely reshaped during long-term evolution leading to further morphological changes.
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Affiliation(s)
- Tianlin Duan
- Department of Ecology and Genetics, Evolutionary Biology Centre and Science for Life Laboratory, Uppsala UniversityUppsalaSweden
| | - Adrien Sicard
- Department of Plant Biology, Swedish University of Agricultural SciencesUppsalaSweden
| | - Sylvain Glémin
- Department of Ecology and Genetics, Evolutionary Biology Centre and Science for Life Laboratory, Uppsala UniversityUppsalaSweden
- UMR CNRS 6553 ECOBIO, Campus BeaulieuRennesFrance
| | - Martin Lascoux
- Department of Ecology and Genetics, Evolutionary Biology Centre and Science for Life Laboratory, Uppsala UniversityUppsalaSweden
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21
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Li M, Chen X, Huang W, Wu K, Bai Y, Guo D, Guo C, Shu Y. Comprehensive Identification of the β-Amylase (BAM) Gene Family in Response to Cold Stress in White Clover. PLANTS (BASEL, SWITZERLAND) 2024; 13:154. [PMID: 38256708 PMCID: PMC10820397 DOI: 10.3390/plants13020154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/30/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024]
Abstract
White clover (Trifolium repens L.) is an allopolyploid plant and an excellent perennial legume forage. However, white clover is subjected to various stresses during its growth, with cold stress being one of the major limiting factors affecting its growth and development. Beta-amylase (BAM) is an important starch-hydrolyzing enzyme that plays a significant role in starch degradation and responses to environmental stress. In this study, 21 members of the BAM gene family were identified in the white clover genome. A phylogenetic analysis using BAMs from Arabidopsis divided TrBAMs into four groups based on sequence similarity. Through analysis of conserved motifs, gene duplication, synteny analysis, and cis-acting elements, a deeper understanding of the structure and evolution of TrBAMs in white clover was gained. Additionally, a gene regulatory network (GRN) containing TrBAMs was constructed; gene ontology (GO) annotation analysis revealed close interactions between TrBAMs and AMY (α-amylase) and DPE (4-alpha-glucanotransferase). To determine the function of TrBAMs under various tissues and stresses, RNA-seq datasets were analyzed, showing that most TrBAMs were significantly upregulated in response to biotic and abiotic stresses and the highest expression in leaves. These results were validated through qRT-PCR experiments, indicating their involvement in multiple gene regulatory pathways responding to cold stress. This study provides new insights into the structure, evolution, and function of the white clover BAM gene family, laying the foundation for further exploration of the functional mechanisms through which TrBAMs respond to cold stress.
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Affiliation(s)
- Manman Li
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
| | - Xiuhua Chen
- International Agriculture Research Institute, Yunnan Academy of Agricultural Sciences, Kunming 650200, China;
| | - Wangqi Huang
- National Engineering Research Center for Ornamental Horticulture, Yunnan Flower Breeding Key Laboratory, Flower Research Institute, Yunnan Academy of Agricultural Sciences, Kunming 650200, China;
| | - Kaiyue Wu
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
| | - Yan Bai
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
| | - Donglin Guo
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
| | - Changhong Guo
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
| | - Yongjun Shu
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin 150025, China; (M.L.); (D.G.); (C.G.)
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22
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Mu W, Li K, Yang Y, Breiman A, Yang J, Wu Y, Zhu M, Wang S, Catalan P, Nevo E, Liu J. Subgenomic Stability of Progenitor Genomes During Repeated Allotetraploid Origins of the Same Grass Brachypodium hybridum. Mol Biol Evol 2023; 40:msad259. [PMID: 38000891 PMCID: PMC10708906 DOI: 10.1093/molbev/msad259] [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: 07/06/2023] [Revised: 10/17/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023] Open
Abstract
Both homeologous exchanges and homeologous expression bias are generally found in most allopolyploid species. Whether homeologous exchanges and homeologous expression bias differ between repeated allopolyploid speciation events from the same progenitor species remains unknown. Here, we detected a third independent and recent allotetraploid origin for the model grass Brachypodium hybridum. Our homeologous exchange with replacement analyses indicated the absence of significant homeologous exchanges in any of the three types of wild allotetraploids, supporting the integrity of their progenitor subgenomes and the immediate creation of the amphidiploids. Further homeologous expression bias tests did not uncover significant subgenomic dominance in different tissues and conditions of the allotetraploids. This suggests a balanced expression of homeologs under similar or dissimilar ecological conditions in their natural habitats. We observed that the density of transposons around genes was not associated with the initial establishment of subgenome dominance; rather, this feature is inherited from the progenitor genome. We found that drought response genes were highly induced in the two subgenomes, likely contributing to the local adaptation of this species to arid habitats in the third allotetraploid event. These findings provide evidence for the consistency of subgenomic stability of parental genomes across multiple allopolyploidization events that led to the same species at different periods. Our study emphasizes the importance of selecting closely related progenitor species genomes to accurately assess homeologous exchange with replacement in allopolyploids, thereby avoiding the detection of false homeologous exchanges when using less related progenitor species genomes.
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Affiliation(s)
- Wenjie Mu
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
- State Key Laboratory for Animal Disease Control and Prevention, College of Veterinary Medicine, Lanzhou University, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Kexin Li
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Yongzhi Yang
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Adina Breiman
- Department of Evolutionary and Environmental Biology, University of Tel-Aviv, Tel-Aviv 6997801, Israel
| | - Jiao Yang
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Ying Wu
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Mingjia Zhu
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Shuai Wang
- State Key Laboratory for Animal Disease Control and Prevention, College of Veterinary Medicine, Lanzhou University, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Pilar Catalan
- Escuela Politecnica Superior de Huesca, Universidad de Zaragoza, Huesca 22071, Spain
| | - Eviatar Nevo
- Institute of Evolution, University of Haifa, Haifa 3498838, Israel
| | - Jianquan Liu
- State Key Laboratory of Herbage Innovation and Grassland Agro-Ecosystem, College of Ecology, Lanzhou University, Lanzhou 730000, China
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23
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Kuo WH, Small LL, Olsen KM. Variable expression of cyanide detoxification and tolerance genes in cyanogenic and acyanogenic white clover (Trifolium repens). AMERICAN JOURNAL OF BOTANY 2023; 110:e16233. [PMID: 37661820 DOI: 10.1002/ajb2.16233] [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: 05/05/2023] [Revised: 08/04/2023] [Accepted: 08/04/2023] [Indexed: 09/05/2023]
Abstract
PREMISE β-Cyanoalanine synthase (β-CAS) and alternative oxidase (AOX) play important roles in the ability of plants to detoxify and tolerate hydrogen cyanide (HCN). These functions are critical for all plants because HCN is produced at low levels during basic metabolic processes, and especially for cyanogenic species, which release high levels of HCN following tissue damage. However, expression of β-CAS and Aox genes has not been examined in cyanogenic species, nor compared between cyanogenic and acyanogenic genotypes within a species. METHODS We used a natural polymorphism for cyanogenesis in white clover to examine β-CAS and Aox gene expression in relation to cyanogenesis-associated HCN exposure. We identified all β-CAS and Aox gene copies present in the genome, including members of the Aox1, Aox2a, and Aox2d subfamilies previously reported in legumes. Expression levels were compared between cyanogenic and acyanogenic genotypes and between damaged and undamaged leaf tissue. RESULTS β-CAS and Aox2a expression was differentially elevated in cyanogenic genotypes, and tissue damage was not required to induce this increased expression. Aox2d, in contrast, appeared to be upregulated as a generalized wounding response. CONCLUSIONS These findings suggest a heightened constitutive role for HCN detoxification (via elevated β-CAS expression) and HCN-toxicity mitigation (via elevated Aox2a expression) in plants that are capable of cyanogenesis. As such, freezing-induced cyanide autotoxicity is unlikely to be the primary selective factor in the evolution of climate-associated cyanogenesis clines.
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Affiliation(s)
- Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
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24
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Santangelo JS, Battlay P, Hendrickson BT, Kuo WH, Olsen KM, Kooyers NJ, Johnson MTJ, Hodgins KA, Ness RW. Haplotype-Resolved, Chromosome-Level Assembly of White Clover (Trifolium repens L., Fabaceae). Genome Biol Evol 2023; 15:evad146. [PMID: 37542471 PMCID: PMC10433932 DOI: 10.1093/gbe/evad146] [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: 06/19/2023] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 08/07/2023] Open
Abstract
White clover (Trifolium repens L.; Fabaceae) is an important forage and cover crop in agricultural pastures around the world and is increasingly used in evolutionary ecology and genetics to understand the genetic basis of adaptation. Historically, improvements in white clover breeding practices and assessments of genetic variation in nature have been hampered by a lack of high-quality genomic resources for this species, owing in part to its high heterozygosity and allotetraploid hybrid origin. Here, we use PacBio HiFi and chromosome conformation capture (Omni-C) technologies to generate a chromosome-level, haplotype-resolved genome assembly for white clover totaling 998 Mbp (scaffold N50 = 59.3 Mbp) and 1 Gbp (scaffold N50 = 58.6 Mbp) for haplotypes 1 and 2, respectively, with each haplotype arranged into 16 chromosomes (8 per subgenome). We additionally provide a functionally annotated haploid mapping assembly (968 Mbp, scaffold N50 = 59.9 Mbp), which drastically improves on the existing reference assembly in both contiguity and assembly accuracy. We annotated 78,174 protein-coding genes, resulting in protein BUSCO completeness scores of 99.6% and 99.3% against the embryophyta_odb10 and fabales_odb10 lineage datasets, respectively.
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Affiliation(s)
- James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Paul Battlay
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | | | - Wen-Hsi Kuo
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Nicholas J Kooyers
- Department of Biology, University of Louisiana, Lafayette, Louisiana, USA
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Rob W Ness
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
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25
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Mata JK, Martin SL, Smith TW. Global biodiversity data suggest allopolyploid plants do not occupy larger ranges or harsher conditions compared with their progenitors. Ecol Evol 2023; 13:e10231. [PMID: 37600489 PMCID: PMC10433117 DOI: 10.1002/ece3.10231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 06/07/2023] [Accepted: 06/09/2023] [Indexed: 08/22/2023] Open
Abstract
Understanding the factors determining species' geographical and environmental range is a central question in evolution and ecology, and key for developing conservation and management practices. Shortly after the discovery of polyploidy, just over 100 years ago, it was suggested that polyploids generally have greater range sizes and occur in more extreme conditions than their diploid congeners. This suggestion is now widely accepted in the literature and is attributed to polyploids having an increased capacity for genetic diversity that increases their potential for adaptation and invasiveness. However, the data supporting this idea are mixed. Here, we compare the niche of allopolyploid plants to their progenitor species to determine whether allopolyploidization is associated with increased geographic range or extreme environmental tolerance. Our analysis includes 123 allopolyploid species that exist as only one known ploidy level, with at least one known progenitor species, and at least 50 records in the Global Biodiversity Information Facility (GBIF) database. We used GBIF occurrence data and range modeling tools to quantify the geographic and environmental distribution of these allopolyploids relative to their progenitors. We find no indication that allopolyploid plants occupy more extreme conditions or larger geographic ranges than their progenitors. Data evaluated here generally indicate no significant difference in range between allopolyploids and progenitors, and where significant differences do occur, the progenitors are more likely to exist in extreme conditions. We concluded that the evidence from these data indicate allopolyploidization does not result in larger or more extreme ranges. Thus, allopolyploidization does not have a consistent effect on species distribution, and we conclude it is more likely the content of an allopolyploid's genome rather than polyploidy per se that determines the potential for invasiveness.
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26
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Li M, Zhang X, Zhang T, Bai Y, Chen C, Guo D, Guo C, Shu Y. Genome-wide analysis of the WRKY genes and their important roles during cold stress in white clover. PeerJ 2023; 11:e15610. [PMID: 37456899 PMCID: PMC10348312 DOI: 10.7717/peerj.15610] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 05/31/2023] [Indexed: 07/18/2023] Open
Abstract
Background White clover (Trifolium repens L) is a high-quality forage grass with a high protein content, but it is vulnerable to cold stress, which can negatively affect its growth and development. WRKY transcription factor is a family of plant transcription factors found mainly in higher plants and plays an important role in plant growth, development, and stress response. Although WRKY transcription factors have been studied extensively in other plants, it has been less studied in white clover. Methods and Results In the present research, we have performed a genome-wide analysis of the WRKY gene family of white clover, in total, there were 145 members of WRKY transcription factors identified in white clover. The characterization of the TrWRKY genes was detailed, including conserved motif analysis, phylogenetic analysis, and gene duplication analysis, which have provided a better understanding of the structure and evolution of the TrWRKY genes in white clover. Meanwhile, the genetic regulation network (GRN) containing TrWRKY genes was reconstructed, and Gene Ontology (GO) annotation analysis of these function genes showed they contributed to regulation of transcription process, response to wounding, and phosphorylay signal transduction system, all of which were important processes in response to abiotic stress. To determine the TrWRKY genes function under cold stress, the RNA-seq dataset was analyzed; most of TrWRKY genes were highly upregulated in response to cold stress, particularly in the early stages of cold stress. These results were validated by qRT-PCR experiment, implying they are involved in various gene regulation pathways in response to cold stress. Conclusion The results of this study provide insights that will be useful for further functional analyses of TrWRKY genes in response to biotic or abiotic stresses in white clover. These findings are likely to be useful for further research on the functions of TrWRKY genes and their role in response to cold stress, which is important to understand the molecular mechanism of cold tolerance in white clover and improve its cold tolerance.
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27
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Qi T, Tang T, Zhou Q, Yang W, Hassan MJ, Cheng B, Nie G, Li Z, Peng Y. Optimization of Protocols for the Induction of Callus and Plant Regeneration in White Clover ( Trifolium repens L.). Int J Mol Sci 2023; 24:11260. [PMID: 37511020 PMCID: PMC10378747 DOI: 10.3390/ijms241411260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/02/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
White clover is a widely grown temperate legume forage with high nutritional value. Research on the functional genomics of white clover requires a stable and efficient transformation system. In this study, we successfully induced calluses from the cotyledons and leaves of 10 different white clover varieties. The results showed that the callus formation rate in the cotyledons did not vary significantly among the varieties, but the highest callus formation rate was observed in 'Koala' leaves. Subsequently, different concentrations of antioxidants and hormones were tested on the browning rate and differentiation ability of the calluses, respectively. The results showed that the browning rate was the lowest on MS supplemented with 20 mg L-1 AgNO3 and 25 mg L-1 VC, respectively, and the differentiation rate was highest on MS supplemented with 1 mg L-1 6-BA, 1 mg L-1 KT and 0.5 mg L-1 NAA. In addition, the transformation system for Agrobacterium tumefaciens-mediated transformation of 4-day-old leaves was optimized to some extent and obtained a positive callus rate of 8.9% using green fluorescent protein (GFP) as a marker gene. According to our data, by following this optimized protocol, the transformation efficiency could reach 2.38%. The results of this study will provide the foundation for regenerating multiple transgenic white clover from a single genetic background.
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Affiliation(s)
- Tiangang Qi
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Tao Tang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Qinyu Zhou
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Weiqiang Yang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Muhammad Jawad Hassan
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Bizhen Cheng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Gang Nie
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Zhou Li
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Yan Peng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
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28
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Wang H, Wu Y, He Y, Li G, Ma L, Li S, Huang J, Yang G. High-quality chromosome-level de novo assembly of the Trifolium repens. BMC Genomics 2023; 24:326. [PMID: 37312068 DOI: 10.1186/s12864-023-09437-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/08/2023] [Indexed: 06/15/2023] Open
Abstract
BACKGROUND White clover (Trifolium repens L.), an excellent perennial legume forage, is an allotetraploid native to southeastern Europe and southern Asia. It has high nutritional, ecological, genetic breeding, and medicinal values and exhibits excellent resistance to cold, drought, trample, and weed infestation. Thus, white clover is widely planted in Europe, America, and China; however, the lack of reference genome limits its breeding and cultivation. This study generated a white clover de novo genome assembly at the chromosomal level and annotated its components. RESULTS The PacBio third-generation Hi-Fi assembly and sequencing methods generated a 1096 Mb genome size of T. repens, with contigs of N50 = 14 Mb, scaffolds of N50 = 65 Mb, and BUSCO value of 98.5%. The newly assembled genome has better continuity and integrity than the previously reported white clover reference genome; thus provides important resources for the molecular breeding and evolution of white clover and other forage. Additionally, we annotated 90,128 high-confidence gene models from the genome. White clover was closely related to Trifolium pratense and Trifolium medium but distantly related to Glycine max, Vigna radiata, Medicago truncatula, and Cicer arietinum. The expansion, contraction, and GO functional enrichment analysis of the gene families showed that T. repens gene families were associated with biological processes, molecular function, cellular components, and environmental resistance, which explained its excellent agronomic traits. CONCLUSIONS This study reports a high-quality de novo assembly of white clover genome obtained at the chromosomal level using PacBio Hi-Fi sequencing, a third-generation sequencing. The generated high-quality genome assembly of white clover provides a key basis for accelerating the research and molecular breeding of this important forage crop. The genome is also valuable for future studies on legume forage biology, evolution, and genome-wide mapping of quantitative trait loci associated with the relevant agronomic traits.
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Affiliation(s)
- Hongjie Wang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Yongqiang Wu
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Yong He
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Guoyu Li
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
| | - Lichao Ma
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Shuo Li
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | | | - Guofeng Yang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China.
- Key Laboratory of National Forestry and Grassland Administration On Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China.
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Rizwan M, Haider SZ, Bakar A, Rani S, Danial M, Sharma V, Mubin M, Serfraz A, Shahnawaz-Ur-Rehman M, Shakoor S, Alkahtani S, Saleem F, Mamoon-Ur-Rehman H, Serfraz S. Evolution of NLR genes in genus Arachis reveals asymmetric expansion of NLRome in wild and domesticated tetraploid species. Sci Rep 2023; 13:9305. [PMID: 37291184 PMCID: PMC10250334 DOI: 10.1038/s41598-023-36302-1] [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: 01/03/2023] [Accepted: 05/31/2023] [Indexed: 06/10/2023] Open
Abstract
Arachis hypogaea is an allotetraploid crop widely grown in the world. Wild relatives of genus Arachis are the rich source of genetic diversity and high levels of resistance to combat pathogens and climate change. The accurate identification and characterization of plant resistance gene, nucleotide binding site leucine rich repeat receptor (NLRs) substantially contribute to the repertoire of resistances and improve production. In the current study, we have studied the evolution of NLR genes in genus Arachis and performed their comparative genomics among four diploids (A. duranensis, A. ipaensis, A. cardenasii, A. stenosperma) and two tetraploid (wild: A. monticola and domesticated: A. hypogaea) species. In total 521, 354, 284, 794, 654, 290 NLR genes were identified from A. cardenasii, A. stenosperma and A. duranensis, A. hypogaea, A. monticola and A. ipaensis respectively. Phylogenetic analysis and classification of NLRs revealed that they belong to 7 subgroups and specific subgroups have expanded in each genome leading towards divergent evolution. Gene gain and loss, duplication assay reveals that wild and domesticated tetraploids species have shown asymmetric expansion of NLRome in both sub-genome (AA and BB). A-subgenome of A. monticola exhibited significant contraction of NLRome while B-subgenome shows expansion and vice versa in case of A. hypogaea probably due to distinct natural and artificial selection pressure. In addition, diploid species A. cardenasii revealed the largest repertoire of NLR genes due to higher frequency of gene duplication and selection pressure. A. cardenasii and A. monticola can be regarded as putative resistance resources for peanut breeding program for introgression of novel resistance genes. Findings of this study also emphasize the application neo-diploids and polyploids due to higher quantitative expression of NLR genes. To the best of our knowledge, this is the first study that studied the effect of domestication and polyploidy on the evolution of NLR genes in genus Arachis to identify genomic resources for improving resistance of polyploid crop with global importance on economy and food security.
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Affiliation(s)
- Muhammad Rizwan
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Syed Zeeshan Haider
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
- Biofuels Institute, School of the Environment and Safety Engineering, Jiangsu University, Zhenjiang, China
| | - Abu Bakar
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Shamiza Rani
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Muhammad Danial
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Vikas Sharma
- Forschungszentrum Jülich GmbH, Institute for Bio- and Geosciences 1, IBG1, 52425, Jülich, Germany
| | - Muhammad Mubin
- Virology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Ali Serfraz
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
- Department of Plant Pathology, University of Arid Agriculture, Rawalpindi , Pakistan
| | | | - Sidra Shakoor
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Saad Alkahtani
- Department of Zoology, College of Science, King Saud University, P. O. Box 2455, Riyadh, 11451, Saudi Arabia
| | - Fozia Saleem
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan
| | | | - Saad Serfraz
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad, 38000, Pakistan.
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30
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Makarenko ES, Shesterikova EM, Kazakova EA, Bitarishvili SV, Volkova PY, Blinova YA, Lychenkova MA. White clover from the exclusion zone of the Chernobyl NPP: Morphological, biochemical, and genetic characteristics. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2023; 262:107152. [PMID: 36933462 DOI: 10.1016/j.jenvrad.2023.107152] [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: 09/01/2022] [Revised: 02/20/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
Abstract
A comprehensive study of the biological effects of chronic radiation exposure (8 μGy/h) in populations of white clover (Trifolium repens L.) from the Chernobyl exclusion zone was carried out. White clover is one of the most important pasture legumes, having many agricultural applications. Studies at two reference and three radioactively contaminated plots showed no stable morphological effects in white clover at this level of radiation exposure. Increased activities of catalase and peroxidases were found in some impacted plots. Auxin concentration was enhanced in the radioactively contaminated plots. Genes involved in the maintenance of water homeostasis and photosynthetic processes (TIP1 and CAB1) were upregulated at radioactively contaminated plots.
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Affiliation(s)
- Ekaterina S Makarenko
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia.
| | - Ekaterina M Shesterikova
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia
| | - Elizaveta A Kazakova
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia
| | - Sofia V Bitarishvili
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia
| | | | - Yana A Blinova
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia
| | - Maria A Lychenkova
- Russian Institute of Radiology and Agroecology, Kievskoe shosse, 109 km, 249032, Obninsk, Russia
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31
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Jia T, Tang T, Cheng B, Li Z, Peng Y. Development of two protocols for Agrobacterium-mediated transformation of white clover (Trifolium repens) via the callus system. 3 Biotech 2023; 13:150. [PMID: 37131967 PMCID: PMC10148932 DOI: 10.1007/s13205-023-03591-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 04/23/2023] [Indexed: 05/04/2023] Open
Abstract
White clover (Trifolium repens) is one of the most widely cultivated livestock forage plants whose persistence is severely affected by abiotic stresses. For the white clover, efficient regeneration systems is still a great necessity. In this study, inoculating 4-day-old cotyledons into MS media fortified with 0.4 mg·L-1 6-BA and 2 mg·L-1 2,4-D significantly increased the callus induction rate. Roots and cotyledons proved to be better explants, followed by hypocotyls, leaves, and petioles for callus induction. The development of differentiated structures occurred effectively on MS supplemented with 1 mg·L-1 6-BA and 0.1 mg·L-1 NAA. To increase transformation, we investigated various factors affecting the Agrobacterium tumefaciens transformation in white clover. The optimal conditions for root-derived callus and 4-day-old cotyledons were as follows: Agrobacterium suspension density with OD600 of 0.5, 20 mg·L-1 AS, and 4 days of co-cultivation duration. Subsequently, we developed two transformation protocols: transformation after callus induction from 4-day-old roots (Protocol A) and transformation before initiation of callus from cotyledons (Protocol B). The transformation frequencies varied from 1.92 to 3.17% in Protocol A and from 2.76 to 3.47% in Protocol B. We report the possibility to regenerate multiple transgenic white clover plants from a single genetic background. Our research may also contribute to successful genetic manipulation and genome editing in white clover. Supplementary Information The online version contains supplementary material available at 10.1007/s13205-023-03591-2.
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Affiliation(s)
- Tong Jia
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130 China
| | - Tao Tang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130 China
| | - Bizhen Cheng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130 China
| | - Zhou Li
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130 China
| | - Yan Peng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, 611130 China
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32
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Vasudevan A, Lévesque-Lemay M, Edwards T, Cloutier S. Global transcriptome analysis of allopolyploidization reveals large-scale repression of the D-subgenome in synthetic hexaploid wheat. Commun Biol 2023; 6:426. [PMID: 37069312 PMCID: PMC10110605 DOI: 10.1038/s42003-023-04781-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 03/30/2023] [Indexed: 04/19/2023] Open
Abstract
Synthetic hexaploid wheat (SHW) lines are created as pre-breeding germplasm to diversify the D subgenome of hexaploid wheat and capitalize upon the untapped genetic diversity of the Aegilops tauschii gene pool. However, the phenotypes observed in the Ae. tauschii parents are not always recovered in the SHW lines, possibly due to inter-subgenome interactions. To elucidate this post-polyploidization genome reprogramming phenomenon, we performed RNA-seq of four SHW lines and their corresponding tetraploid and diploid parents, across ten tissues and three biological replicates. Homoeologue expression bias (HEB) analysis using more than 18,000 triads suggests massive suppression of homoeoalleles of the D subgenome in SHWs. Comparative transcriptome analysis of the whole-genome gene set further corroborated this finding. Alternative splicing analysis of the high-confidence genes indicates an additional layer of complexity where all five splice events are identified, and retained intron is predominant. Homoeologue expression upon resynthesis of hexaploid wheat has implications to the usage and handling of this germplasm in breeding as it relates to capturing the effects of epistatic interaction across subgenomes upon polyploidization. Special considerations must be given to this germplasm in pre-breeding activities to consider the extent of the inter-subgenome interactions on gene expression and their impact on traits for crop improvement.
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Affiliation(s)
- Akshaya Vasudevan
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | | | - Tara Edwards
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada
| | - Sylvie Cloutier
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada.
- Department of Biology, University of Ottawa, Ottawa, ON, Canada.
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33
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Sidharthan VK, Rajeswari V, Baranwal VK. Broadening the host range and genetic diversity of waikaviruses. Virology 2023; 582:106-113. [PMID: 37043910 DOI: 10.1016/j.virol.2023.03.018] [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: 01/20/2023] [Revised: 03/07/2023] [Accepted: 03/30/2023] [Indexed: 04/14/2023]
Abstract
Waikaviruses are monopartite, positive sense, single-stranded RNA viruses that cause economically important plant diseases. Despite their importance, waikaviruses are poorly understood and only ten members are currently recognized. The present study on Sequence Read Archive (SRA)-based data-driven virus discovery (DDVD) identified 22 putative new waikaviruses, nearly doubling the number of known waikaviruses, in SRA libraries of diverse plant species, from ferns to trees. Besides, a highly divergent secoviral sequence with distinct genome features was identified in a wheat transcriptome. Other significant findings of the study include identification of a new waikavirus in a library derived from diseased water chestnut sample wherein a caulimovirus was reported, prediction of coiled-coils in hypothetical protein region of waikaviral polyprotein alignment and phylogenetic clustering of tree-infecting waikaviruses. The study not only reiterates the importance of DDVD in unveiling hitherto hidden viral sequences in plant SRA libraries but also deepens our understanding of waikaviral diversity.
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Affiliation(s)
- V Kavi Sidharthan
- Division of Genetics and Tree Improvement, ICFRE-Institute of Forest Biodiversity, Hyderabad, India.
| | - V Rajeswari
- School of Agricultural Sciences, Malla Reddy University, Hyderabad, India
| | - V K Baranwal
- Division of Plant Pathology, ICAR-Indian Agricultural Research Institute, New Delhi, India.
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34
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Areej A, Nawaz H, Aslam I, Danial M, Qayyum Z, Rasool UA, Asif J, Khalid A, Serfraz S, Saleem F, Mubin M, Shoaib M, Shahnawaz-ul-Rehman M, Nahid N, Alkahtani S. Investigation of NLR Genes Reveals Divergent Evolution on NLRome in Diploid and Polyploid Species in Genus Trifolium. Genes (Basel) 2023; 14:genes14040867. [PMID: 37107625 PMCID: PMC10138078 DOI: 10.3390/genes14040867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 03/24/2023] [Accepted: 03/31/2023] [Indexed: 04/08/2023] Open
Abstract
Crop wild relatives contain a greater variety of phenotypic and genotypic diversity compared to their domesticated counterparts. Trifolium crop species have limited genetic diversity to cope with biotic and abiotic stresses due to artificial selection for consumer preferences. Here, we investigated the distribution and evolution of nucleotide-binding site leucine-rich repeat receptor (NLR) genes in the genus of Trifolium with the objective to identify reference NLR genes. We identified 412, 350, 306, 389 and 241 NLR genes were identified from Trifolium. subterraneum, T. pratense, T. occidentale, subgenome-A of T. repens and subgenome-B of T. repens, respectively. Phylogenetic and clustering analysis reveals seven sub-groups in genus Trifolium. Specific subgroups such as G4-CNL, CCG10-CNL and TIR-CNL show distinct duplication patterns in specific species, which suggests subgroup duplications that are the hallmarks of their divergent evolution. Furthermore, our results strongly suggest the overall expansion of NLR repertoire in T. subterraneum is due to gene duplication events and birth of gene families after speciation. Moreover, the NLRome of the allopolyploid species T. repens has evolved asymmetrically, with the subgenome -A showing expansion, while the subgenome-B underwent contraction. These findings provide crucial background data for comprehending NLR evolution in the Fabaceae family and offer a more comprehensive analysis of NLR genes as disease resistance genes.
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Affiliation(s)
- Amna Areej
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Hummera Nawaz
- Department of Botany, Division of Science and Technology, University of Education, Lahore 55210, Pakistan
| | - Iqra Aslam
- Department of Botany, Division of Science and Technology, University of Education, Lahore 55210, Pakistan
| | - Muhammad Danial
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Zohaib Qayyum
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Usama Akhtar Rasool
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Jehanzaib Asif
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Afia Khalid
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Saad Serfraz
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Fozia Saleem
- Metabolomics Innovative Institute, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Muhammad Mubin
- Evolutionary Biology Lab, CABB, University of Agriculture, Faisalabad 38000, Pakistan
| | - Muhammad Shoaib
- Institute of Health Sciences Islamabad, Khyber Medical University, Peshawar 25000, Pakistan
| | | | - Nazia Nahid
- Department of Biotechnology and Bioinformatics, Government College University, Faisalabad 54000, Pakistan
| | - Saad Alkahtani
- Department of Zoology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
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Shirasawa K, Moraga R, Ghelfi A, Hirakawa H, Nagasaki H, Ghamkhar K, Barrett BA, Griffiths AG, Isobe SN. An improved reference genome for Trifolium subterraneum L. provides insight into molecular diversity and intra-specific phylogeny. FRONTIERS IN PLANT SCIENCE 2023; 14:1103857. [PMID: 36875612 PMCID: PMC9975737 DOI: 10.3389/fpls.2023.1103857] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/30/2023] [Indexed: 06/18/2023]
Abstract
Subterranean clover (Trifolium subterraneum L., Ts) is a geocarpic, self-fertile annual forage legume with a compact diploid genome (n = x = 8, 544 Mb/1C). Its resilience and climate adaptivity have made it an economically important species in Mediterranean and temperate zones. Using the cultivar Daliak, we generated higher resolution sequence data, created a new genome assembly TSUd_3.0, and conducted molecular diversity analysis for copy number variant (CNV) and single-nucleotide polymorphism (SNP) among 36 cultivars. TSUd_3.0 substantively improves prior genome assemblies with new Hi-C and long-read sequence data, covering 531 Mb, containing 41,979 annotated genes and generating a 94.4% BUSCO score. Comparative genomic analysis among select members of the tribe Trifolieae indicated TSUd 3.0 corrects six assembly-error inversion/duplications and confirmed phylogenetic relationships. Its synteny with T. pratense, T. repens, Medicago truncatula and Lotus japonicus genomes were assessed, with the more distantly related T. repens and M. truncatula showing higher levels of co-linearity with Ts than between Ts and its close relative T. pratense. Resequencing of 36 cultivars discovered 7,789,537 SNPs subsequently used for genomic diversity assessment and sequence-based clustering. Heterozygosity estimates ranged from 1% to 21% within the 36 cultivars and may be influenced by admixture. Phylogenetic analysis supported subspecific genetic structure, although it indicates four or five groups, rather than the three recognized subspecies. Furthermore, there were incidences where cultivars characterized as belonging to a particular subspecies clustered with another subspecies when using genomic data. These outcomes suggest that further investigation of Ts sub-specific classification using molecular and morpho-physiological data is needed to clarify these relationships. This upgraded reference genome, complemented with comprehensive sequence diversity analysis of 36 cultivars, provides a platform for future gene functional analysis of key traits, and genome-based breeding strategies for climate adaptation and agronomic performance. Pangenome analysis, more in-depth intra-specific phylogenomic analysis using the Ts core collection, and functional genetic and genomic studies are needed to further augment knowledge of Trifolium genomes.
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Affiliation(s)
- Kenta Shirasawa
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
| | - Roger Moraga
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
- Tea Break Bioinformatics Limited, Palmerston North, New Zealand
| | - Andrea Ghelfi
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
- Bioinformation and DDBJ Center, National Institute of Genetics, Mishima, Japan
| | - Hideki Hirakawa
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
| | - Hideki Nagasaki
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
| | - Kioumars Ghamkhar
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
| | - Brent A. Barrett
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
| | | | - Sachiko N. Isobe
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
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36
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Pearson SM, Griffiths AG, Maclean P, Larking AC, Hong SW, Jauregui R, Miller P, McKenzie CM, Lockhart PJ, Tate JA, Ford JL, Faville MJ. Outlier analyses and genome-wide association study identify glgC and ERD6-like 4 as candidate genes for foliar water-soluble carbohydrate accumulation in Trifolium repens. FRONTIERS IN PLANT SCIENCE 2023; 13:1095359. [PMID: 36699852 PMCID: PMC9868827 DOI: 10.3389/fpls.2022.1095359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
Increasing water-soluble carbohydrate (WSC) content in white clover is important for improving nutritional quality and reducing environmental impacts from pastoral agriculture. Elucidation of genes responsible for foliar WSC variation would enhance genetic improvement by enabling molecular breeding approaches. The aim of the present study was to identify single nucleotide polymorphisms (SNPs) associated with variation in foliar WSC in white clover. A set of 935 white clover individuals, randomly sampled from five breeding pools selectively bred for divergent (low or high) WSC content, were assessed with 14,743 genotyping-by-sequencing SNPs, using three outlier detection methods: PCAdapt, BayeScan and KGD-FST. These analyses identified 33 SNPs as discriminating between high and low WSC populations and putatively under selection. One SNP was located in the intron of ERD6-like 4, a gene coding for a sugar transporter located on the vacuole membrane. A genome-wide association study using a subset of 605 white clover individuals and 5,757 SNPs, identified a further 12 SNPs, one of which was associated with a starch biosynthesis gene, glucose-1-phosphate adenylyltransferase, glgC. Our results provide insight into genomic regions underlying WSC accumulation in white clover, identify candidate genomic regions for further functional validation studies, and reveal valuable information for marker-assisted or genomic selection in white clover.
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Affiliation(s)
- Sofie M. Pearson
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | | | - Paul Maclean
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Anna C. Larking
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - S. Won Hong
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Ruy Jauregui
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | - Poppy Miller
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
| | | | - Peter J. Lockhart
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - Jennifer A. Tate
- School of Natural Sciences, Massey University, Palmerston North, New Zealand
| | - John L. Ford
- Grasslands, PGG Wrightson Seeds Limited, Palmerston North, New Zealand
| | - Marty J. Faville
- Resilient Agriculture, AgResearch Grasslands, Palmerston North, New Zealand
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37
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De Silva NP, Lee C, Battlay P, Fournier-Level A, Moore JL, Hodgins KA. Genome assembly of an Australian native grass species reveals a recent whole-genome duplication and biased gene retention of genes involved in stress response. Gigascience 2022; 12:giad034. [PMID: 37171129 PMCID: PMC10176504 DOI: 10.1093/gigascience/giad034] [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: 06/24/2022] [Revised: 01/04/2023] [Accepted: 04/24/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND The adaptive significance of polyploidy has been extensively debated, and chromosome-level genome assemblies of polyploids can provide insight into this. The Australian grass Bothriochloa decipiens belongs to the BCD clade, a group with a complex history of hybridization and polyploid. This is the first genome assembly and annotation of a species that belongs to this fascinating yet complex group. FINDINGS Using Illumina short reads, 10X Genomics linked reads, and Hi-C sequencing data, we assembled a highly contiguous genome of B. decipiens, with a total length of 1,218.22 Mb and scaffold N50 of 42.637 Mb. Comparative analysis revealed that the species experienced a relatively recent whole-genome duplication. We clustered the 20 major scaffolds, representing the 20 chromosomes, into the 2 subgenomes of the parental species using unique repeat signatures. We found evidence of biased fractionation and differences in the activity of transposable elements between the subgenomes prior to hybridization. Duplicates were enriched for genes involved in transcription and response to external stimuli, supporting a biased retention of duplicated genes following whole-genome duplication. CONCLUSIONS Our results support the hypotheses of a biased retention of duplicated genes following polyploidy and point to differences in repeat activity associated with subgenome dominance. B. decipiens is a widespread species with the ability to establish across many soil types, making it a prime candidate for climate change- resilient ecological restoration of Australian grasslands. This reference genome is a valuable resource for future population genomic research on Australian grasses.
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Affiliation(s)
- Nissanka P De Silva
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - Christopher Lee
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - Paul Battlay
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - A Fournier-Level
- School of BioSciences, University of Melbourne, Melbourne, 3010 Victoria, Australia
| | - Joslin L Moore
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
- Arthur Rylah Institute for Environment Research, Heidelberg, 3084 Victoria, Australia
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
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38
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Scarlett VT, Lovell JT, Shao M, Phillips J, Shu S, Lusinska J, Goodstein DM, Jenkins J, Grimwood J, Barry K, Chalhoub B, Schmutz J, Hasterok R, Catalán P, Vogel JP. Multiple origins, one evolutionary trajectory: gradual evolution characterizes distinct lineages of allotetraploid Brachypodium. Genetics 2022; 223:6758249. [PMID: 36218464 PMCID: PMC9910409 DOI: 10.1093/genetics/iyac146] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/16/2022] [Indexed: 11/13/2022] Open
Abstract
The "genomic shock" hypothesis posits that unusual challenges to genome integrity such as whole genome duplication may induce chaotic genome restructuring. Decades of research on polyploid genomes have revealed that this is often, but not always the case. While some polyploids show major chromosomal rearrangements and derepression of transposable elements in the immediate aftermath of whole genome duplication, others do not. Nonetheless, all polyploids show gradual diploidization over evolutionary time. To evaluate these hypotheses, we produced a chromosome-scale reference genome for the natural allotetraploid grass Brachypodium hybridum, accession "Bhyb26." We compared 2 independently derived accessions of B. hybridum and their deeply diverged diploid progenitor species Brachypodium stacei and Brachypodium distachyon. The 2 B. hybridum lineages provide a natural timecourse in genome evolution because one formed 1.4 million years ago, and the other formed 140 thousand years ago. The genome of the older lineage reveals signs of gradual post-whole genome duplication genome evolution including minor gene loss and genome rearrangement that are missing from the younger lineage. In neither B. hybridum lineage do we find signs of homeologous recombination or pronounced transposable element activation, though we find evidence supporting steady post-whole genome duplication transposable element activity in the older lineage. Gene loss in the older lineage was slightly biased toward 1 subgenome, but genome dominance was not observed at the transcriptomic level. We propose that relaxed selection, rather than an abrupt genomic shock, drives evolutionary novelty in B. hybridum, and that the progenitor species' similarity in transposable element load may account for the subtlety of the observed genome dominance.
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Affiliation(s)
- Virginia T Scarlett
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA,Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - John T Lovell
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Mingqin Shao
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Jeremy Phillips
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Shengqiang Shu
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | | | - David M Goodstein
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Jerry Jenkins
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Jane Grimwood
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Kerrie Barry
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | | | - Jeremy Schmutz
- U.S. Dept. of Energy Joint Genome Institute, Berkeley, CA 94720, USA,Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | | | | | - John P Vogel
- Corresponding author: U.S. Dept. of Energy Joint Genome Institute, 1 Cyclotron Road, Berkeley, CA 94720, USA.
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The Identification and Characterization of the KNOX Gene Family as an Active Regulator of Leaf Development in Trifolium repens. Genes (Basel) 2022; 13:genes13101778. [PMID: 36292663 PMCID: PMC9601826 DOI: 10.3390/genes13101778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 09/23/2022] [Accepted: 09/26/2022] [Indexed: 11/04/2022] Open
Abstract
Leaves are the primary and critical feed for herbivores. They directly determine the yield and quality of legume forage. Trifolium repens (T. repens) is an indispensable legume species, widely cultivated in temperate pastures due to its nutritional value and nitrogen fixation. Although the leaves of T. repens are typical trifoliate, they have unusual patterns to adapt to herbivore feeding. The number of leaflets in T. repens affects its production and utilization. The KNOX gene family encodes transcriptional regulators that are vital in regulating and developing leaves. Identification and characterization of TrKNOX gene family as an active regulator of leaf development in T. repens were studied. A total of 21 TrKNOX genes were identified from the T. repens genome database and classified into three subgroups (Class I, Class II, and Class M) based on phylogenetic analysis. Nineteen of the genes identified had four conserved domains, except for KNOX5 and KNOX9, which belong to Class M. Varying expression levels of TrKNOX genes were observed at different developmental stages and complexities of leaves. KNOX9 was observed to upregulate the leaf complexity of T. repens. Research on TrKNOX genes could be novel and further assist in exploring their functions and cultivating high-quality T. repens varieties.
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Weith SK, Jahufer MZZ, Hofmann RW, Anderson CB, Luo D, Ehoche OG, Cousins G, Jones EE, Ballard RA, Griffiths AG. Quantitative genetic analysis reveals potential to breed for improved white clover growth in symbiosis with nitrogen-fixing Rhizobium bacteria. FRONTIERS IN PLANT SCIENCE 2022; 13:953400. [PMID: 36212301 PMCID: PMC9534031 DOI: 10.3389/fpls.2022.953400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/08/2022] [Indexed: 06/16/2023]
Abstract
White clover (Trifolium repens) is integral to mixed pastures in New Zealand and temperate agriculture globally. It provides quality feed and a sustainable source of plant-available nitrogen (N) via N-fixation through symbiosis with soil-dwelling Rhizobium bacteria. Improvement of N-fixation in white clover is a route to enhancing sustainability of temperate pasture production. Focussing on seedling growth critical for crop establishment and performance, a population of 120 half-sibling white clover families was assessed with either N-supplementation or N-fixation via inoculation with a commercial Rhizobium strain (TA1). Quantitative genetic analysis identified significant (p < 0.05) family additive genetic variance for Shoot and Root Dry Matter (DM) and Symbiotic Potential (SP), and Root to Shoot ratio. Estimated narrow-sense heritabilities for above-ground symbiotic traits were moderate (0.24-0.33), and the strong (r ≥ 0.97) genetic correlation between Shoot and Root DM indicated strong pleiotropy or close linkage. The moderate (r = 0.47) phenotypic correlation between Shoot DM under symbiosis vs. under N-supplementation suggested plant growth with mineral-N was not a strong predictor of symbiotic performance. At 5% among-family selection pressure, predicted genetic gains per selection cycle of 19 and 17% for symbiotic traits Shoot DM and Shoot SP, respectively, highlighted opportunities for improved early seedling establishment and growth under symbiosis. Single and multi-trait selection methods, including a Smith-Hazel index focussing on an ideotype of high Shoot DM and Shoot SP, showed commonality of top-ranked families among traits. This study provides a platform for proof-of-concept crosses to breed for enhanced seedling growth under Rhizobium symbiosis and is informative for other legume crops.
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Affiliation(s)
- Sean K. Weith
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | | | - Rainer W. Hofmann
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | - Craig B. Anderson
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
| | - Dongwen Luo
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
| | - O. Grace Ehoche
- AgResearch, Grasslands Research Centre, Palmerston North, New Zealand
- PGG Wrightson Seeds Ltd., Grasslands Research Centre, Palmerston North, New Zealand
| | - Greig Cousins
- PGG Wrightson Seeds Ltd., Grasslands Research Centre, Palmerston North, New Zealand
| | - E. Eirian Jones
- Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln, New Zealand
| | - Ross A. Ballard
- South Australian Research and Development Institute (SARDI), Adelaide, SA, Australia
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Zhang X, Yang H, Li M, Chen C, Bai Y, Guo D, Guo C, Shu Y. Time-course RNA-seq analysis provides an improved understanding of genetic regulation in response to cold stress from white clover ( Trifolium repens L.). BIOTECHNOL BIOTEC EQ 2022. [DOI: 10.1080/13102818.2022.2108339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Affiliation(s)
- Xueqi Zhang
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Huanhuan Yang
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Manman Li
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Chao Chen
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Yan Bai
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Donglin Guo
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Changhong Guo
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
| | - Yongjun Shu
- Key Laboratory of Molecular Cytogenetics and Genetic Breeding of Heilongjiang Province, College of Life Science and Technology, Harbin Normal University, Harbin, Heilongjiang, PR China
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Wang W, Shao A, Xu X, Fan S, Fu J. Comparative genomics reveals the molecular mechanism of salt adaptation for zoysiagrasses. BMC PLANT BIOLOGY 2022; 22:355. [PMID: 35864464 PMCID: PMC9306052 DOI: 10.1186/s12870-022-03752-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 07/13/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Zoysiagrass (Zoysia spp.) is a warm-season turfgrass. It is widely used as turfgrasses throughout the world, offers good turf qualities, including salt tolerance, resistance to drought and heat. However, the underlying genetic mechanism of zoysiagrass responsive to salt stress remains largely unexplored. RESULTS In present study, we performed a whole-genome comparative analysis for ten plant genomes. Evolutionary analysis revealed that Chloridoideae diverged from Panicoideae approximately 33.7 million years ago (Mya), and the phylogenetic relationship among three zoysiagrasses species suggested that Zoysia matrella may represent an interspecific hybrid between Zoysia japonica and Zoysia pacifica. Genomic synteny indicated that Zoysia underwent a genus-specific whole-genome duplication (WGD) event approximately 20.8 Mya. The expression bais of homologous genes between the two subgenomes suggested that the B subgenome of Z. japonica contributes to salt tolerance. In additon, comparative genomic analyses revealed that the salt adaptation of Zoysia is likely attributable to the expanded cytochrome P450 and ABA biosynthetic gene families. Furthermore, we further found that many duplicated genes from the extra WGD event exhibited distinct functional divergence in response to salt stress using transcriptomic analysis, suggesting that this WGD event contributed to strong resistance to salt stress. CONCLUSIONS Here, our results revealed that expanded cytochrome P450 and ABA biosynthetic gene families, and many of those duplicated genes from recent zoysia-specific WGD event contributed to salt adaptation of zoysiagrass, which provided insight into the genetic underpinning of salt adaptation and valuable information for further studies on salt stress-related traits in Zoysia.
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Affiliation(s)
- Wei Wang
- Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong University, Yantai, Shandong, China
| | - An Shao
- Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong University, Yantai, Shandong, China
| | - Xiao Xu
- Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong University, Yantai, Shandong, China
| | - Shugao Fan
- Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong University, Yantai, Shandong, China
| | - Jinmin Fu
- Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong University, Yantai, Shandong, China.
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Yan Z, Sang L, Ma Y, He Y, Sun J, Ma L, Li S, Miao F, Zhang Z, Huang J, Wang Z, Yang G. A de novo assembled high-quality chromosome-scale Trifolium pratense genome and fine-scale phylogenetic analysis. BMC PLANT BIOLOGY 2022; 22:332. [PMID: 35820796 PMCID: PMC9277957 DOI: 10.1186/s12870-022-03707-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 06/20/2022] [Indexed: 05/12/2023]
Abstract
BACKGROUND Red clover (Trifolium pratense L.) is a diploid perennial temperate legume with 14 chromosomes (2n = 14) native to Europe and West Asia, with high nutritional and economic value. It is a very important forage grass and is widely grown in marine climates, such as the United States and Sweden. Genetic research and molecular breeding are limited by the lack of high-quality reference genomes. In this study, we used Illumina, PacBio HiFi, and Hi-C to obtain a high-quality chromosome-scale red clover genome and used genome annotation results to analyze evolutionary relationships among related species. RESULTS The red clover genome obtained by PacBio HiFi assembly sequencing was 423 M. The assembly quality was the highest among legume genome assemblies published to date. The contig N50 was 13 Mb, scaffold N50 was 55 Mb, and BUSCO completeness was 97.9%, accounting for 92.8% of the predicted genome. Genome annotation revealed 44,588 gene models with high confidence and 52.81% repetitive elements in red clover genome. Based on a comparison of genome annotation results, red clover was closely related to Trifolium medium and distantly related to Glycine max, Vigna radiata, Medicago truncatula, and Cicer arietinum among legumes. Analyses of gene family expansions and contractions and forward gene selection revealed gene families and genes related to environmental stress resistance and energy metabolism. CONCLUSIONS We report a high-quality de novo genome assembly for the red clover at the chromosome level, with a substantial improvement in assembly quality over those of previously published red clover genomes. These annotated gene models can provide an important resource for molecular genetic breeding and legume evolution studies. Furthermore, we analyzed the evolutionary relationships among red clover and closely related species, providing a basis for evolutionary studies of clover leaf and legumes, genomics analyses of forage grass, the improvement of agronomic traits.
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Affiliation(s)
- Zhenfei Yan
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Lijun Sang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Yue Ma
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Yong He
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Juan Sun
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Lichao Ma
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Shuo Li
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Fuhong Miao
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China
| | - Zixin Zhang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China
| | | | - Zengyu Wang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China.
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China.
| | - Guofeng Yang
- College of Grassland Science, Qingdao Agricultural University, Qingdao, 266109, China.
- Key Laboratory of National Forestry and Grassland Administration on Grassland Resources and Ecology in the Yellow River Delta, Qingdao, 266109, China.
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Innes SG, Santangelo JS, Kooyers NJ, Olsen KM, Johnson MTJ. Evolution in response to climate in the native and introduced ranges of a globally distributed plant. Evolution 2022; 76:1495-1511. [PMID: 35589013 DOI: 10.1111/evo.14514] [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: 07/24/2020] [Revised: 03/23/2022] [Accepted: 04/04/2022] [Indexed: 01/22/2023]
Abstract
The extent to which species can adapt to spatiotemporal climatic variation in their native and introduced ranges remains unresolved. To address this, we examined how clines in cyanogenesis (hydrogen cyanide [HCN] production-an antiherbivore defense associated with decreased tolerance to freezing) have shifted in response to climatic variation in space and time over a 60-year period in both the native and introduced ranges of Trifolium repens. HCN production is a polymorphic trait controlled by variation at two Mendelian loci (Ac and Li). Using phenotypic assays, we estimated within-population frequencies of HCN production and dominant alleles at both loci (i.e., Ac and Li) from 10,575 plants sampled from 131 populations on five continents, and then compared these frequencies to those from historical data collected in the 1950s. There were no clear relationships between changes in the frequency of HCN production, Ac, or Li and changes in temperature between contemporary and historical samples. We did detect evidence of continued evolution to temperature gradients in the introduced range, whereby the slope of contemporary clines for HCN and Ac in relation to winter temperature became steeper than historical clines and more similar to native clines. These results suggest that cyanogenesis clines show no clear changes through time in response to global warming, but introduced populations continue to adapt to their contemporary environments.
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Affiliation(s)
- Simon G Innes
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada.,Department of Biology, University of Louisiana, Lafayette, Louisiana, 70504
| | - James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada
| | - Nicholas J Kooyers
- Department of Biology, University of Louisiana, Lafayette, Louisiana, 70504
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, 63130
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, L5L 1C6, Canada
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Ma S, Yang Z, Wu F, Ma J, Fan J, Dong X, Hu R, Feng G, Li D, Wang X, Nie G, Zhang X. R2R3-MYB gene family: Genome-wide identification provides insight to improve the content of proanthocyanidins in Trifolium repens. Gene 2022; 829:146523. [PMID: 35452706 DOI: 10.1016/j.gene.2022.146523] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Revised: 04/12/2022] [Accepted: 04/15/2022] [Indexed: 11/17/2022]
Abstract
The R2R3-MYB family is one of largest transcription factor families in plants playing significant roles in regulating anthocyanin and proanthocyanidin biosynthesis. Proanthocyanidins are one of major objectives to improve the quality of white clover (Trifolium repens L.), which have a beneficial effect on ruminant to prevent the lethal pasture bloat. A total of 133 TrR2R3-MYB genes were identified and distributed on all 16 chromosomes based on the whole genome information of white clover. Also, by exploring the gene structure, motifs and duplication events of TrR2R3-MYBs, as well as the evolutionary relationship with TrR2R3-MYB genes of other species, 10 TrR2R3-MYB genes with the potential to regulate the anthocyanins and proanthocyanidins biosynthesis were screened. These TrR2R3-MYB genes responded significantly to low temperature in white clover. In addition, they have different expression patterns in leaves, petioles and inflorescences of white clover. Importantly, TrMYB116 and TrMYB118 may positively regulate anthocyanin accumulation and low temperature response in white clover. TrMYB118 may also be associated with anthocyanin pigmentation pattern in Purple leaves. This study provides a basis for verifying the function of TrR2R3-MYB and breeding white clover cultivars with high proanthocyanidins.
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Affiliation(s)
- Sainan Ma
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Zhongfu Yang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Feifei Wu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Jieyu Ma
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Jinwan Fan
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Xintan Dong
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Ruchang Hu
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Guangyan Feng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Dandan Li
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Xia Wang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Gang Nie
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China.
| | - Xinquan Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan 611130, China.
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Genome-Wide Identification, Characterization, and Expression Profiling Analysis of SPL Gene Family during the Inflorescence Development in Trifolium repens. Genes (Basel) 2022; 13:genes13050900. [PMID: 35627286 PMCID: PMC9140761 DOI: 10.3390/genes13050900] [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: 04/14/2022] [Revised: 05/09/2022] [Accepted: 05/16/2022] [Indexed: 02/05/2023] Open
Abstract
Trifolium repens is the most widely cultivated perennial legume forage in temperate region around the world. It has rich nutritional value and good palatability, seasonal complementarity with grasses, and can improve the feed intake and digestibility of livestock. However, flowering time and inflorescence development directly affects the quality and yield of T. repens, as well as seed production. The Squa promoter binding protein-like (SPL) gene family is a plant specific transcription factor family, which has been proved to play a critical role in regulating plant formation time and development of flowers. In this study, a total of 37 TrSPL genes were identified from the whole genome of T. repens and were divided into nine clades based on phylogenetic tree. Seventeen TrSPL genes have potential target sites for miR156. The conserved motif of squamosa promoter binding protein (SBP) contains two zinc finger structures and one NLS structure. Gene structure analysis showed that all TrSPL genes contained SBP domain, while ankyrin repeat region was just distributed in part of genes. 37 TrSPL genes were relatively dispersedly distributed on 16 chromosomes, and 5 pairs of segmental repeat genes were found, which indicated that segmental duplication was the main way of gene expansion. Furthermore, the gene expression profiling showed that TrSPL11, TrSPL13, TrSPL22, and TrSPL26 were highly expressed only in the early stage of inflorescence development, while TrSPL1 and TrSPL6 are highly expressed only in the mature inflorescence. Significantly, the expression of TrSPL4 and TrSPL12 increased gradually with the development of inflorescences. The results of this study will provide valuable clues for candidate gene selection and elucidating the molecular mechanism of T. repens flowering regulation.
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Unraveling Cadmium Toxicity in Trifolium repens L. Seedling: Insight into Regulatory Mechanisms Using Comparative Transcriptomics Combined with Physiological Analyses. Int J Mol Sci 2022; 23:ijms23094612. [PMID: 35563002 PMCID: PMC9105629 DOI: 10.3390/ijms23094612] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/17/2022] [Accepted: 04/19/2022] [Indexed: 01/27/2023] Open
Abstract
Trifolium repens (T. repens) can accumulate significant amounts of heavy metal ions, and has strong adaptability to wide environmental conditions, and relatively large biomass, which is considered a potential plant for phytoremediation. However, the molecular mechanisms of T. repens involved in Cd tolerance have not yet been studied in detail. This study was conducted to examine the integrative responses of T. repens exposed to a high-level CdCl2 by investigating the physiological and transcriptomic analyses. The results suggested that T. repens seedlings had a high degree of tolerance to Cd treatment. The roots accumulated higher Cd concentration than leaves and were mainly distributed in the cell wall. The content of MDA, soluble protein, the relative electrolyte leakage, and three antioxidant enzymes (POD, SOD, and APX) was increased with the Cd treatment time increasing, but the CAT enzymes contents were decreased in roots. Furthermore, the transcriptome analysis demonstrated that the differentially expressed genes (DEGs) mainly enriched in the glutathione (GSH) metabolism pathway and the phenylpropanoid biosynthesis in the roots. Overexpressed genes in the lignin biosynthesis in the roots might improve Cd accumulation in cell walls. Moreover, the DEGs were also enriched in photosynthesis in the leaves, transferase activity, oxidoreductase activity, and ABA signal transduction, which might also play roles in reducing Cd toxicity in the plants. All the above, clearly suggest that T. repens employ several different mechanisms to protect itself against Cd stress, while the cell wall biosynthesis and GSH metabolism could be considered the most important specific mechanisms for Cd retention in the roots of T. repens.
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Santangelo JS, Ness RW, Cohan B, Fitzpatrick CR, Innes SG, Koch S, Miles LS, Munim S, Peres-Neto PR, Prashad C, Tong AT, Aguirre WE, Akinwole PO, Alberti M, Álvarez J, Anderson JT, Anderson JJ, Ando Y, Andrew NR, Angeoletto F, Anstett DN, Anstett J, Aoki-Gonçalves F, Arietta AZA, Arroyo MTK, Austen EJ, Baena-Díaz F, Barker CA, Baylis HA, Beliz JM, Benitez-Mora A, Bickford D, Biedebach G, Blackburn GS, Boehm MMA, Bonser SP, Bonte D, Bragger JR, Branquinho C, Brans KI, Bresciano JC, Brom PD, Bucharova A, Burt B, Cahill JF, Campbell KD, Carlen EJ, Carmona D, Castellanos MC, Centenaro G, Chalen I, Chaves JA, Chávez-Pesqueira M, Chen XY, Chilton AM, Chomiak KM, Cisneros-Heredia DF, Cisse IK, Classen AT, Comerford MS, Fradinger CC, Corney H, Crawford AJ, Crawford KM, Dahirel M, David S, De Haan R, Deacon NJ, Dean C, Del-Val E, Deligiannis EK, Denney D, Dettlaff MA, DiLeo MF, Ding YY, Domínguez-López ME, Dominoni DM, Draud SL, Dyson K, Ellers J, Espinosa CI, Essi L, Falahati-Anbaran M, Falcão JCF, Fargo HT, Fellowes MDE, Fitzpatrick RM, Flaherty LE, Flood PJ, Flores MF, Fornoni J, Foster AG, Frost CJ, Fuentes TL, Fulkerson JR, Gagnon E, Garbsch F, Garroway CJ, Gerstein AC, Giasson MM, et alSantangelo JS, Ness RW, Cohan B, Fitzpatrick CR, Innes SG, Koch S, Miles LS, Munim S, Peres-Neto PR, Prashad C, Tong AT, Aguirre WE, Akinwole PO, Alberti M, Álvarez J, Anderson JT, Anderson JJ, Ando Y, Andrew NR, Angeoletto F, Anstett DN, Anstett J, Aoki-Gonçalves F, Arietta AZA, Arroyo MTK, Austen EJ, Baena-Díaz F, Barker CA, Baylis HA, Beliz JM, Benitez-Mora A, Bickford D, Biedebach G, Blackburn GS, Boehm MMA, Bonser SP, Bonte D, Bragger JR, Branquinho C, Brans KI, Bresciano JC, Brom PD, Bucharova A, Burt B, Cahill JF, Campbell KD, Carlen EJ, Carmona D, Castellanos MC, Centenaro G, Chalen I, Chaves JA, Chávez-Pesqueira M, Chen XY, Chilton AM, Chomiak KM, Cisneros-Heredia DF, Cisse IK, Classen AT, Comerford MS, Fradinger CC, Corney H, Crawford AJ, Crawford KM, Dahirel M, David S, De Haan R, Deacon NJ, Dean C, Del-Val E, Deligiannis EK, Denney D, Dettlaff MA, DiLeo MF, Ding YY, Domínguez-López ME, Dominoni DM, Draud SL, Dyson K, Ellers J, Espinosa CI, Essi L, Falahati-Anbaran M, Falcão JCF, Fargo HT, Fellowes MDE, Fitzpatrick RM, Flaherty LE, Flood PJ, Flores MF, Fornoni J, Foster AG, Frost CJ, Fuentes TL, Fulkerson JR, Gagnon E, Garbsch F, Garroway CJ, Gerstein AC, Giasson MM, Girdler EB, Gkelis S, Godsoe W, Golemiec AM, Golemiec M, González-Lagos C, Gorton AJ, Gotanda KM, Granath G, Greiner S, Griffiths JS, Grilo F, Gundel PE, Hamilton B, Hardin JM, He T, Heard SB, Henriques AF, Hernández-Poveda M, Hetherington-Rauth MC, Hill SJ, Hochuli DF, Hodgins KA, Hood GR, Hopkins GR, Hovanes KA, Howard AR, Hubbard SC, Ibarra-Cerdeña CN, Iñiguez-Armijos C, Jara-Arancio P, Jarrett BJM, Jeannot M, Jiménez-Lobato V, Johnson M, Johnson O, Johnson PP, Johnson R, Josephson MP, Jung MC, Just MG, Kahilainen A, Kailing OS, Kariñho-Betancourt E, Karousou R, Kirn LA, Kirschbaum A, Laine AL, LaMontagne JM, Lampei C, Lara C, Larson EL, Lázaro-Lobo A, Le JH, Leandro DS, Lee C, Lei Y, León CA, Lequerica Tamara ME, Levesque DC, Liao WJ, Ljubotina M, Locke H, Lockett MT, Longo TC, Lundholm JT, MacGillavry T, Mackin CR, Mahmoud AR, Manju IA, Mariën J, Martínez DN, Martínez-Bartolomé M, Meineke EK, Mendoza-Arroyo W, Merritt TJS, Merritt LEL, Migiani G, Minor ES, Mitchell N, Mohammadi Bazargani M, Moles AT, Monk JD, Moore CM, Morales-Morales PA, Moyers BT, Muñoz-Rojas M, Munshi-South J, Murphy SM, Murúa MM, Neila M, Nikolaidis O, Njunjić I, Nosko P, Núñez-Farfán J, Ohgushi T, Olsen KM, Opedal ØH, Ornelas C, Parachnowitsch AL, Paratore AS, Parody-Merino AM, Paule J, Paulo OS, Pena JC, Pfeiffer VW, Pinho P, Piot A, Porth IM, Poulos N, Puentes A, Qu J, Quintero-Vallejo E, Raciti SM, Raeymaekers JAM, Raveala KM, Rennison DJ, Ribeiro MC, Richardson JL, Rivas-Torres G, Rivera BJ, Roddy AB, Rodriguez-Muñoz E, Román JR, Rossi LS, Rowntree JK, Ryan TJ, Salinas S, Sanders NJ, Santiago-Rosario LY, Savage AM, Scheepens JF, Schilthuizen M, Schneider AC, Scholier T, Scott JL, Shaheed SA, Shefferson RP, Shepard CA, Shykoff JA, Silveira G, Smith AD, Solis-Gabriel L, Soro A, Spellman KV, Whitney KS, Starke-Ottich I, Stephan JG, Stephens JD, Szulc J, Szulkin M, Tack AJM, Tamburrino Í, Tate TD, Tergemina E, Theodorou P, Thompson KA, Threlfall CG, Tinghitella RM, Toledo-Chelala L, Tong X, Uroy L, Utsumi S, Vandegehuchte ML, VanWallendael A, Vidal PM, Wadgymar SM, Wang AY, Wang N, Warbrick ML, Whitney KD, Wiesmeier M, Wiles JT, Wu J, Xirocostas ZA, Yan Z, Yao J, Yoder JB, Yoshida O, Zhang J, Zhao Z, Ziter CD, Zuellig MP, Zufall RA, Zurita JE, Zytynska SE, Johnson MTJ. Global urban environmental change drives adaptation in white clover. Science 2022; 375:1275-1281. [PMID: 35298255 DOI: 10.1126/science.abk0989] [Show More Authors] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Urbanization transforms environments in ways that alter biological evolution. We examined whether urban environmental change drives parallel evolution by sampling 110,019 white clover plants from 6169 populations in 160 cities globally. Plants were assayed for a Mendelian antiherbivore defense that also affects tolerance to abiotic stressors. Urban-rural gradients were associated with the evolution of clines in defense in 47% of cities throughout the world. Variation in the strength of clines was explained by environmental changes in drought stress and vegetation cover that varied among cities. Sequencing 2074 genomes from 26 cities revealed that the evolution of urban-rural clines was best explained by adaptive evolution, but the degree of parallel adaptation varied among cities. Our results demonstrate that urbanization leads to adaptation at a global scale.
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Affiliation(s)
- James S Santangelo
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Rob W Ness
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Beata Cohan
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | | | - Simon G Innes
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Department of Biology, University of Louisiana, Lafayette, LA, USA
| | - Sophie Koch
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Lindsay S Miles
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Samreen Munim
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Department of Biology, Queen's University, Kingston, ON, Canada
| | | | - Cindy Prashad
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Alex T Tong
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Windsor E Aguirre
- Department of Biological Sciences, DePaul University, Chicago, IL, USA
| | | | - Marina Alberti
- Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - Jackie Álvarez
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | - Jill T Anderson
- Department of Genetics, University of Georgia, Athens, GA, USA
| | - Joseph J Anderson
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Yoshino Ando
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Nigel R Andrew
- Natural History Museum, Zoology, University of New England, Armidale, NSW, Australia
| | - Fabio Angeoletto
- Programa de Pós-Graduação em Geografia da UFMT, campus de Rondonópolis, Cuiabá, Brazil
| | - Daniel N Anstett
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Julia Anstett
- Graduate Program in Genome Sciences and Technology, Genome Sciences Centre, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | - Mary T K Arroyo
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Santiago, Chile.,Instituto de Ecología y Biodiversidad, Universidad de Chile, Santiago, Chile
| | - Emily J Austen
- Department of Biology, Mount Allison University, Sackville, NB, Canada
| | | | - Cory A Barker
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | - Howard A Baylis
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Julia M Beliz
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA.,Department of Biology, University of Miami, Miami, FL, USA
| | - Alfonso Benitez-Mora
- Centro de Investigación en Recursos Naturales y Sustentabilidad (CIRENYS), Universidad Bernardo O'Higgins, Santiago, Chile
| | - David Bickford
- Department of Biology, University of La Verne, La Verne, CA, USA
| | | | - Gwylim S Blackburn
- Département des sciences du bois et de la forêt, Université Laval, Quebec, QC, Canada
| | - Mannfred M A Boehm
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Stephen P Bonser
- Evolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Dries Bonte
- Department of Biology, Ghent University, Ghent, Belgium
| | - Jesse R Bragger
- Department of Biology, Monmouth University, West Long Branch, NJ, USA
| | - Cristina Branquinho
- Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisboa, Portugal
| | | | - Jorge C Bresciano
- School of Agriculture and Environment, Wildlife and Ecology group, Massey University, Palmerston North, Manawatu, New Zealand
| | - Peta D Brom
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - Anna Bucharova
- Institute of Landscape Ecology, University of Münster, Münster, Germany
| | - Briana Burt
- Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - James F Cahill
- Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | | | - Elizabeth J Carlen
- Louis Calder Center and Department of Biological Sciences, Fordham University, Armonk, NY, USA
| | - Diego Carmona
- Departamento de Ecología Tropical, Universidad Autónoma de Yucatán, Mérida, Yucatán, México
| | | | - Giada Centenaro
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Izan Chalen
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador.,iBIOTROP Instituto de Biodiversidad Tropical, Universidad San Francisco de Quito, Quito, Ecuador
| | - Jaime A Chaves
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador.,Department of Biology, San Francisco State University, San Francisco, CA, USA
| | - Mariana Chávez-Pesqueira
- Unidad de Recursos Naturales, Centro de Investigación Científica de Yucatán AC, Mérida, Yucatán, México
| | - Xiao-Yong Chen
- School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China.,Shanghai Engineering Research Center of Sustainable Plant Innovation, Shanghai 200231, China
| | - Angela M Chilton
- Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Kristina M Chomiak
- Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - Diego F Cisneros-Heredia
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador.,iBIOTROP Instituto de Biodiversidad Tropical, Universidad San Francisco de Quito, Quito, Ecuador
| | - Ibrahim K Cisse
- Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - Aimée T Classen
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
| | | | | | - Hannah Corney
- Biology Department, Saint Mary's University, Halifax, NS, Canada
| | - Andrew J Crawford
- Department of Biological Sciences, Universidad de los Andes, Bogotá, Colombia
| | - Kerri M Crawford
- Department of Biology and Biochemistry, University of Houston, Houston, TX, USA
| | - Maxime Dahirel
- ECOBIO (Ecosystèmes, biodiversité, évolution), Université de Rennes, Rennes, France
| | - Santiago David
- Department of Zoology and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Robert De Haan
- Department of Environmental Studies, Dordt University, Sioux Center, IA, USA
| | - Nicholas J Deacon
- Department of Biology, Minneapolis Community and Technical College, Minneapolis, MN, USA
| | - Clare Dean
- Department of Natural Sciences, Ecology and Environment Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Ek Del-Val
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, UNAM, Morelia, Mexico
| | | | - Derek Denney
- Department of Genetics, University of Georgia, Athens, GA, USA
| | | | - Michelle F DiLeo
- Faculty of Biological and Environmental Science, Organismal & Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Yuan-Yuan Ding
- School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Moisés E Domínguez-López
- Corporación Científica Ingeobosque, Medellín, Antioquia, Colombia.,GTA Colombia S.A.S. Envigado, Antioquia, Colombia
| | - Davide M Dominoni
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, Scotland, UK
| | | | - Karen Dyson
- Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - Jacintha Ellers
- Department of Ecological Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Carlos I Espinosa
- Departamento de Ciencias Biológicas y Agropecuarias, Universidad Técnica Particular de Loja, Loja, Ecuador
| | - Liliana Essi
- Departamento de Biologia, Universidade Federal de Santa Maria (UFSM), Santa Maria, Rio Grande do Sul, Brazil
| | - Mohsen Falahati-Anbaran
- Department of Plant Sciences, School of Biology, College of Science, University of Tehran, Tehran, Iran.,NTNU University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Jéssica C F Falcão
- Red de Estudios Moleculares Avanzados, Instituto de Ecología A. C., Xalapa, Mexico
| | - Hayden T Fargo
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Mark D E Fellowes
- School of Biological Sciences, University of Reading, Whiteknights Park, Reading, Berkshire, UK
| | | | - Leah E Flaherty
- Department of Biological Sciences, MacEwan University, Edmonton, AB, Canada
| | - Pádraic J Flood
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - María F Flores
- Instituto de Ecología y Biodiversidad, Universidad de Chile, Santiago, Chile
| | - Juan Fornoni
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, México
| | - Amy G Foster
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | | | - Tracy L Fuentes
- Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - Justin R Fulkerson
- Alaska Center for Conservation Science, University of Alaska Anchorage, Anchorage, AK, USA
| | - Edeline Gagnon
- Tropical Diversity, Royal Botanical Garden of Edinburgh, Edinburgh, UK.,Département de biologie, Université de Moncton, Moncton, New Brunswick, Canada
| | - Frauke Garbsch
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Colin J Garroway
- Department of Biological Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Aleeza C Gerstein
- Departments of Microbiology & Statistics, University of Manitoba, Winnipeg, MB, Canada
| | - Mischa M Giasson
- Department of Biology, University of New Brunswick, Fredericton, NB, Canada
| | | | - Spyros Gkelis
- Department of Botany, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - William Godsoe
- BioProtection Research Centre, Lincoln University, Lincoln, Canterbury, New Zealand
| | | | - Mireille Golemiec
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - César González-Lagos
- Centro de Investigación en Recursos Naturales y Sustentabilidad (CIRENYS), Universidad Bernardo O'Higgins, Santiago, Chile.,Departamento de Ciencias, Facultad de Artes Liberales, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Amanda J Gorton
- Department of Ecology, Evolution, and Behaviour University of Minnesota, Minneapolis, MN, USA
| | - Kiyoko M Gotanda
- Department of Zoology, University of Cambridge, Cambridge, UK.,Department of Biological Sciences, Brock University, St. Catharines, Ontario, Canada
| | - Gustaf Granath
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Stephan Greiner
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Joanna S Griffiths
- Department of Environmental Toxicology, University of California, Davis, CA, USA
| | - Filipa Grilo
- Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisboa, Portugal
| | - Pedro E Gundel
- IFEVA, Universidad de Buenos Aires, CONICET, Facultad de Agronomía, Buenos Aires, Argentina.,ICB - University of Talca, Chile
| | - Benjamin Hamilton
- Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | | | - Tianhua He
- School of Molecular and Life Science, Curtin University, Perth, Australia.,College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA, Australia
| | - Stephen B Heard
- Department of Biology, University of New Brunswick, Fredericton, NB, Canada
| | - André F Henriques
- Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisboa, Portugal
| | | | | | - Sarah J Hill
- Natural History Museum, Zoology, University of New England, Armidale, NSW, Australia
| | - Dieter F Hochuli
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, VIC, Australia
| | - Glen R Hood
- Department of Biological Sciences, Wayne State University, Detroit, MI, USA
| | - Gareth R Hopkins
- Department of Biology, Western Oregon University, Monmouth, OR, USA
| | - Katherine A Hovanes
- School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Ava R Howard
- Department of Biology, Western Oregon University, Monmouth, OR, USA
| | | | | | - Carlos Iñiguez-Armijos
- Departamento de Ciencias Biológicas y Agropecuarias, Universidad Técnica Particular de Loja, Loja, Ecuador
| | - Paola Jara-Arancio
- Departamento de Ciencias Biológicas y Departamento de Ecología y Biodiversidad, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile.,Institute of Ecology and Biodiversity (IEB), Chile
| | - Benjamin J M Jarrett
- Department of Zoology, University of Cambridge, Cambridge, UK.,Department of Biology, Lund University, Lund, Sweden
| | - Manon Jeannot
- Department of Biology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Vania Jiménez-Lobato
- Escuela Superiro de Desarrollo Sustentable, Universidad Autónoma de Guerrero -CONACYT, Las Tunas, Mexico
| | - Mae Johnson
- Clarkson Secondary School, Peel District School Board, Mississauga, ON, Canada
| | - Oscar Johnson
- Homelands Sr. Public School, Peel District School Board, Mississauga, ON, Canada
| | - Philip P Johnson
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Reagan Johnson
- St. James Catholic Global Learning Centre, Dufferin-Peel Catholic District School Board, Mississauga ON, Canada
| | | | - Meen Chel Jung
- Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - Michael G Just
- Ecological Processes Branch, U.S. Army ERDC-CERL, Champaign, IL, USA
| | - Aapo Kahilainen
- Faculty of Biological and Environmental Science, Organismal & Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Otto S Kailing
- Department of Biology, Oberlin College, Oberlin, OH, USA
| | | | - Regina Karousou
- Department of Botany, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Lauren A Kirn
- School of Biological Sciences, Monash University, Melbourne, VIC, Australia
| | - Anna Kirschbaum
- Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Anna-Liisa Laine
- Faculty of Biological and Environmental Science, Organismal & Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland.,Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse, Zurich, Switzerland
| | - Jalene M LaMontagne
- Department of Biological Sciences, DePaul University, Chicago, IL, USA.,Urban Wildlife Institute, Department of Conservation and Science, Lincoln Park Zoo, Chicago, IL, USA
| | - Christian Lampei
- Institute of Landscape Ecology, University of Münster, Münster, Germany
| | - Carlos Lara
- Departamento de Ecología, Universidad Católica de la Santísima Concepción, Concepción, Chile
| | - Erica L Larson
- Department of Biological Sciences, University of Denver, Denver, CO, USA
| | - Adrián Lázaro-Lobo
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA
| | - Jennifer H Le
- Department of Biology, Center for Computational & Integrative Biology, Rutgers University-Camden, Camden, NJ, USA
| | - Deleon S Leandro
- Programa de Pós-Graduação em Geografia da UFMT, campus de Rondonópolis, Brasil
| | - Christopher Lee
- School of Biological Sciences, Monash University, Melbourne, VIC, Australia
| | - Yunting Lei
- Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Carolina A León
- Centro de Investigación en Recursos Naturales y Sustentabilidad (CIRENYS), Universidad Bernardo O'Higgins, Santiago, Chile
| | | | - Danica C Levesque
- Department of Chemistry & Biochemistry, Laurentian University, Sudbury, ON, Canada
| | - Wan-Jin Liao
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing, China
| | - Megan Ljubotina
- Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | - Hannah Locke
- Department of Biology and Biochemistry, University of Houston, Houston, TX, USA
| | - Martin T Lockett
- School of BioSciences, University of Melbourne, Melbourne, VIC, Australia
| | - Tiffany C Longo
- Department of Biology, Monmouth University, West Long Branch, NJ, USA
| | | | - Thomas MacGillavry
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, Scotland, UK
| | | | - Alex R Mahmoud
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA
| | - Isaac A Manju
- Department of Biology, Western Oregon University, Monmouth, OR, USA
| | - Janine Mariën
- Department of Ecological Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - D Nayeli Martínez
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, UNAM, Morelia, Mexico.,Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Coyoacán, Mexico City, 04510, Mexico
| | - Marina Martínez-Bartolomé
- Department of Biological Sciences, Mississippi State University, Starkville, MS, USA.,Department of Biological Sciences, Auburn University, Auburn, AL, USA
| | - Emily K Meineke
- Department of Entomology and Nematology, University of California, Davis, CA, USA
| | | | - Thomas J S Merritt
- Department of Chemistry & Biochemistry, Laurentian University, Sudbury, ON, Canada
| | | | - Giuditta Migiani
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, Scotland, UK
| | - Emily S Minor
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Nora Mitchell
- Department of Biology, University of New Mexico, Albuquerque, NM, USA.,Department of Biology, University of Wisconsin - Eau Claire, Eau Claire, WI 54701
| | - Mitra Mohammadi Bazargani
- Agriculture Institute, Iranian Research Organization for Science and Technology (IROST), Tehran, Iran
| | - Angela T Moles
- Evolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Julia D Monk
- School of the Environment, Yale University, New Haven, CT, USA
| | | | | | - Brook T Moyers
- Department of Biology, University of Massachusetts Boston, Boston, MA, USA.,Agricultural Biology, Colorado State University, Fort Collins, CO, USA
| | - Miriam Muñoz-Rojas
- Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia.,Departamento de Biología Vegetal y Ecología, Facultad de Biología, Universidad de Sevilla, Av. Reina Mercedes s/n, 41012 Sevilla, Spain
| | - Jason Munshi-South
- Louis Calder Center and Department of Biological Sciences, Fordham University, Armonk, NY, USA
| | - Shannon M Murphy
- Department of Biological Sciences, University of Denver, Denver, CO, USA
| | - Maureen M Murúa
- Facultad de Estudios Interdisciplinarios, Centro GEMA- Genómica, Ecología y Medio Ambiente, Universidad Mayor, Santiago, Chile
| | - Melisa Neila
- Centro de Investigación en Recursos Naturales y Sustentabilidad (CIRENYS), Universidad Bernardo O'Higgins, Santiago, Chile
| | - Ourania Nikolaidis
- Department of Biology, Center for Computational & Integrative Biology, Rutgers University-Camden, Camden, NJ, USA
| | - Iva Njunjić
- Evolutionary Ecology Group, Naturalis Biodiversity Center, Leiden, Netherlands
| | - Peter Nosko
- Department of Biology and Chemistry, Nipissing University, North Bay, ON, Canada
| | - Juan Núñez-Farfán
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, México
| | - Takayuki Ohgushi
- Center for Ecological Research, Kyoto University, Otsu, Shiga, Japan
| | - Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Cristina Ornelas
- Bonanza Creek Long Term Ecological Research Program, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Amy L Parachnowitsch
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden.,Department of Biology, University of New Brunswick, Fredericton, NB, Canada
| | - Aaron S Paratore
- Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - Angela M Parody-Merino
- School of Agriculture and Environment, Wildlife and Ecology group, Massey University, Palmerston North, Manawatu, New Zealand
| | - Juraj Paule
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt am Main, Germany
| | - Octávio S Paulo
- Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisboa, Portugal
| | - João Carlos Pena
- Departamento de Biodiversidade, Instituto de Biociências, Univ Estadual Paulista - UNESP, Rio Claro, São Paulo, Brazil
| | - Vera W Pfeiffer
- Nelson Institute for Environmental Studies, University of Wisconsin-Madison, Madison, WI, USA
| | - Pedro Pinho
- Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisboa, Portugal
| | - Anthony Piot
- Département des sciences du bois et de la forêt, Université Laval, Quebec, QC, Canada
| | - Ilga M Porth
- Département des sciences du bois et de la forêt, Université Laval, Quebec, QC, Canada
| | - Nicholas Poulos
- Department of Biology, California State University, Northridge, Los Angeles, CA, USA
| | - Adriana Puentes
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Jiao Qu
- Department of Biology, Ghent University, Ghent, Belgium
| | | | - Steve M Raciti
- Department of Biology, Hofstra University, Long Island, NY, USA
| | | | - Krista M Raveala
- Faculty of Biological and Environmental Science, Organismal & Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Diana J Rennison
- Division of Biological Sciences, University of California San Diego, San Diego, CA, USA
| | - Milton C Ribeiro
- Departamento de Biodiversidade, Instituto de Biociências, Univ Estadual Paulista - UNESP, Rio Claro, São Paulo, Brazil
| | | | - Gonzalo Rivas-Torres
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador.,Estación de Biodiversidad Tiputini, Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | | | - Adam B Roddy
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, USA
| | | | | | - Laura S Rossi
- Department of Biology and Chemistry, Nipissing University, North Bay, ON, Canada
| | - Jennifer K Rowntree
- Department of Natural Sciences, Ecology and Environment Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Travis J Ryan
- Department of Biological Sciences and Center for Urban Ecology and Sustainability, Butler University, Indianapolis, IN, USA
| | | | - Nathan J Sanders
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
| | | | - Amy M Savage
- Department of Biology, Center for Computational & Integrative Biology, Rutgers University-Camden, Camden, NJ, USA
| | - J F Scheepens
- Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany.,Faculty of Biological Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | | | - Adam C Schneider
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Department of Biology, Hendrix College, Conway, AR, USA
| | - Tiffany Scholier
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.,Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Jared L Scott
- Department of Biology, University of Louisville, Louisville, KY, USA
| | - Summer A Shaheed
- Department of Biology, Monmouth University, West Long Branch, NJ, USA
| | - Richard P Shefferson
- Organization for Programs on Environmental Science, University of Tokyo, Tokyo, Japan
| | | | - Jacqui A Shykoff
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, 91405, Orsay, France
| | | | - Alexis D Smith
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Lizet Solis-Gabriel
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, UNAM, Morelia, Mexico
| | - Antonella Soro
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Katie V Spellman
- Bonanza Creek Long Term Ecological Research Program, University of Alaska Fairbanks, Fairbanks, AK, USA.,International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Kaitlin Stack Whitney
- Science, Technology and Society Department, Rochester Institute of Technology, Rochester, NY, USA
| | - Indra Starke-Ottich
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt am Main, Germany
| | - Jörg G Stephan
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.,SLU Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | | | - Justyna Szulc
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
| | - Marta Szulkin
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
| | - Ayco J M Tack
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Ítalo Tamburrino
- Instituto de Ecología y Biodiversidad, Universidad de Chile, Santiago, Chile
| | - Tayler D Tate
- Department of Biology, Western Oregon University, Monmouth, OR, USA
| | | | - Panagiotis Theodorou
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Ken A Thompson
- Department of Zoology and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada.,Department of Biology, Stanford University, Stanford, CA, USA
| | - Caragh G Threlfall
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | | | | | - Xin Tong
- School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Léa Uroy
- ECOBIO (Ecosystèmes, biodiversité, évolution), Université de Rennes, Rennes, France.,UMR 0980 BAGAP, Agrocampus Ouest-ESA-INRA, Rennes, France
| | - Shunsuke Utsumi
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Martijn L Vandegehuchte
- Department of Biology, Ghent University, Ghent, Belgium.,Department of Biology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Acer VanWallendael
- Plant Biology Department, Michigan State University, East Lansing, MI, USA
| | - Paula M Vidal
- Instituto de Ecología y Biodiversidad, Universidad de Chile, Santiago, Chile
| | | | - Ai-Ying Wang
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, Beijing, China
| | - Nian Wang
- College of Horticulture and Forestry Sciences/ Hubei Engineering Technology Research Center for Forestry Information, Huazhong Agricultural University, Wuhan, China, Hubei, China
| | - Montana L Warbrick
- Department of Biology and Chemistry, Nipissing University, North Bay, ON, Canada
| | - Kenneth D Whitney
- Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | - Miriam Wiesmeier
- School of Life Sciences, Technical University of Munich, Munich, Germany
| | | | - Jianqiang Wu
- Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Zoe A Xirocostas
- Evolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Zhaogui Yan
- College of Horticulture and Forestry Sciences/ Hubei Engineering Technology Research Center for Forestry Information, Huazhong Agricultural University, Wuhan, China, Hubei, China
| | - Jiahe Yao
- School of Life Sciences, Lanzhou University, Lanzhou, China
| | - Jeremy B Yoder
- Department of Biology, California State University, Northridge, Los Angeles, CA, USA
| | - Owen Yoshida
- Biology Department, Saint Mary's University, Halifax, NS, Canada
| | - Jingxiong Zhang
- Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Zhigang Zhao
- School of Life Sciences, Lanzhou University, Lanzhou, China
| | - Carly D Ziter
- Department of Biology, Concordia University, Montreal, QC, Canada
| | - Matthew P Zuellig
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
| | - Rebecca A Zufall
- Department of Biology and Biochemistry, University of Houston, Houston, TX, USA
| | - Juan E Zurita
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | - Sharon E Zytynska
- School of Life Sciences, Technical University of Munich, Munich, Germany.,Department of Evolution, Ecology and Behaviour, University of Liverpool, Liverpool, UK
| | - Marc T J Johnson
- Department of Biology, University of Toronto Mississauga, Mississauga, ON, Canada.,Centre for Urban Environments, University of Toronto Mississauga, Mississauga, ON, Canada
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49
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Ullah I, Ansari HA, Verry IM, Hussain SW, Ellison NW, McManus MT, Williams WM. Introgression of Trifolium ambiguum Into Allotetraploid White Clover ( Trifolium repens) Using the Ancestral Parent Trifolium occidentale as a Bridging Species. FRONTIERS IN PLANT SCIENCE 2022; 13:858714. [PMID: 35371143 PMCID: PMC8971954 DOI: 10.3389/fpls.2022.858714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
White clover (Trifolium repens) is an allotetraploid pasture legume widely used in moist temperate climates, but its vulnerability to drought, grazing pressure and pests has restricted its wider use. A related species, Caucasian clover (Trifolium ambiguum), is a potential source of resistances to drought, cold, grazing pressure and pests that could potentially be transferred to white clover by interspecific hybridization. Although direct hybridization has been achieved with difficulty, the hybrids have not been easy to backcross for introgression breeding and no interspecific chromosome recombination has been demonstrated. The present work shows that interspecific recombination can be achieved by using Trifolium occidentale, one of the ancestral parents of T. repens, as a bridging species and that large white clover breeding populations carrying recombinant chromosomes can be generated. A 4x hybrid between T. ambiguum and T. occidentale was crossed with T. repens and then backcrossed for two generations. Five backcross hybrid plants with phenotypes appearing to combine traits from the parent species were selected for FISH-GISH analyses. Recombinant chromosome segments from T. ambiguum were found in all five plants, suggesting that recombination frequencies were significant and sufficient for introgression breeding. Despite early chromosome imbalances, the backcross populations were fertile and produced large numbers of seeds. These hybrids represent a major new resource for the breeding of novel resilient forms of white clover.
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Affiliation(s)
- Ihsan Ullah
- AgResearch (Grasslands Research Centre), Palmerston North, New Zealand
- College of Sciences, Massey University, Palmerston North, New Zealand
| | - Helal A. Ansari
- AgResearch (Grasslands Research Centre), Palmerston North, New Zealand
| | - Isabelle M. Verry
- AgResearch (Grasslands Research Centre), Palmerston North, New Zealand
| | | | - Nick W. Ellison
- AgResearch (Grasslands Research Centre), Palmerston North, New Zealand
| | | | - Warren M. Williams
- AgResearch (Grasslands Research Centre), Palmerston North, New Zealand
- College of Sciences, Massey University, Palmerston North, New Zealand
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50
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Moeskjær S, Skovbjerg CK, Tausen M, Wind R, Roulund N, Janss L, Andersen SU. Major effect loci for plant size before onset of nitrogen fixation allow accurate prediction of yield in white clover. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:125-143. [PMID: 34628514 DOI: 10.1007/s00122-021-03955-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 09/24/2021] [Indexed: 06/13/2023]
Abstract
Accurate genomic prediction of yield within and across generations was achieved by estimating the genetic merit of individual white clover genotypes based on extensive genetic replication using cloned material. White clover is an agriculturally important forage legume grown throughout temperate regions as a mixed clover-grass crop. It is typically cultivated with low nitrogen input, making yield dependent on nitrogen fixation by rhizobia in root nodules. Here, we investigate the effects of clover and rhizobium genetic variation by monitoring plant growth and quantifying dry matter yield of 704 combinations of 145 clover genotypes and 170 rhizobium inocula. We find no significant effect of rhizobium variation. In contrast, we can predict yield based on a few white clover markers strongly associated with plant size prior to nitrogen fixation, and the prediction accuracy for polycross offspring yield is remarkably high. Several of the markers are located near a homolog of Arabidopsis thaliana GIGANTUS 1, which regulates growth rate and biomass accumulation. Our work provides fundamental insight into the genetics of white clover yield and identifies specific candidate genes as breeding targets.
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Affiliation(s)
- Sara Moeskjær
- Department of Molecular Biology and Genetics, Aarhus University, 8000, Aarhus C, Denmark
| | | | - Marni Tausen
- Bioinformatics Research Centre, Aarhus University, 8000, Aarhus C, Denmark
- Center for Quantitative Genetics and Genomics, Aarhus University, 8000, Aarhus C, Denmark
| | - Rune Wind
- Department of Molecular Biology and Genetics, Aarhus University, 8000, Aarhus C, Denmark
| | | | - Luc Janss
- Center for Quantitative Genetics and Genomics, Aarhus University, 8000, Aarhus C, Denmark
| | - Stig U Andersen
- Department of Molecular Biology and Genetics, Aarhus University, 8000, Aarhus C, Denmark.
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