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Hui T, Bao L, Shi X, Zhang H, Xu K, Wei X, Liang J, Zhang R, Qian W, Zhang M, Su C, Jiao F. Grafting seedling rootstock strengthens tolerance to drought stress in polyploid mulberry (Morus alba L.). Plant Physiol Biochem 2024; 208:108441. [PMID: 38377887 DOI: 10.1016/j.plaphy.2024.108441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 02/06/2024] [Accepted: 02/14/2024] [Indexed: 02/22/2024]
Abstract
The economically adaptable mulberry (Morus alba L.) has a long history of grafting in China, yet the physiological mechanisms and advantages in drought tolerance remain unexplored. In our study, we investigated the responses of self-rooted 2X (diploid), 3X (triploid), and 4X (tetraploid) plants, as well as polyploid plants grafted onto diploid seedling rootstocks (2X/2X, 3X/2X, and 4X/2X) under drought stress. We found that self-rooted diploid plants exhibited the most severe phenotypic damage, lowest water retention, photosynthetic capacity, and the least effective osmotic stress adjustment compared to tetraploid and triploid plants. However, grafted diploid and triploid plants showed effective mitigation of drought-induced damage, with higher relative water content and improved soil water retention. Grafted plants also improved the photosystem response to drought stress through elevated photosynthetic potential, closed stomatal aperture, and faster recovery of chlorophyll biosynthesis in the leaves. Additionally, grafted plants altered osmotic protective compound levels, including starch, soluble sugar, and proline content, thereby enhancing drought resistance. Absolute quantification PCR indicated that the expression levels of proline synthesis-related genes in grafted plants were not influenced after drought stress, whereas they were significantly increased in self-rooted plants. Consequently, our findings support that self-rooted triploid and tetraploid mulberries exhibited superior drought resistance compared to diploid plants. Moreover, grafting onto seedling rootstocks enhanced tolerance against drought stress in diploid and triploid mulberry, but not in tetraploid. Our study provides valuable insights for a comprehensive analysis of physiological effects in response to drought stress between stem-roots and seedling rootstocks.
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Affiliation(s)
- Tian Hui
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Lijun Bao
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Xiang Shi
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Huihui Zhang
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Ke Xu
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Xinlan Wei
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Jiajun Liang
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Rui Zhang
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Wei Qian
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Minjuan Zhang
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Chao Su
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China
| | - Feng Jiao
- The Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China.
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Zhang F, Wang Y, Lin Y, Wang H, Wu Y, Ren W, Wang L, Yang Y, Zheng P, Wang S, Yue J, Liu Y. Haplotype-resolved genome assembly provides insights into evolutionary history of the Actinidia arguta tetraploid. Mol Hortic 2024; 4:4. [PMID: 38317251 PMCID: PMC10845759 DOI: 10.1186/s43897-024-00083-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/23/2024] [Indexed: 02/07/2024]
Abstract
Actinidia arguta, known as hardy kiwifruit, is a widely cultivated species with distinct botanical characteristics such as small and smooth-fruited, rich in beneficial nutrients, rapid softening and tolerant to extremely low temperatures. It contains the most diverse ploidy types, including diploid, tetraploid, hexaploid, octoploid, and decaploid. Here we report a haplotype-resolved tetraploid genome (A. arguta cv. 'Longcheng No.2') containing four haplotypes, each with 40,859, 41,377, 39,833 and 39,222 protein-coding genes. We described the phased genome structure, synteny, and evolutionary analyses to identify and date possible WGD events. Ks calculations for both allelic and paralogous genes pairs throughout the assembled haplotypic individuals showed its tetraploidization is estimated to have formed ~ 1.03 Mya following Ad-α event occurred ~ 18.7 Mya. Detailed annotations of NBS-LRRs or CBFs highlight the importance of genetic variations coming about after polyploidization in underpinning ability of immune responses or environmental adaptability. WGCNA analysis of postharvest quality indicators in combination with transcriptome revealed several transcription factors were involved in regulating ripening kiwi berry texture. Taking together, the assembly of an A. arguta tetraploid genome provides valuable resources in deciphering complex genome structure and facilitating functional genomics studies and genetic improvement for kiwifruit and other crops.
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Affiliation(s)
- Feng Zhang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Yingzhen Wang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
- School of Forestry Science and Technology, Lishui Vocational and Technical College, Lishui, 323000, China
| | - Yunzhi Lin
- Ministry of Education Key Laboratory for Bio-Resource and Eco-Environment, College of Life Science, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu, 610064, China
| | - Hongtao Wang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Ying Wu
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Wangmei Ren
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Lihuan Wang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Ying Yang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Pengpeng Zheng
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Songhu Wang
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China
| | - Junyang Yue
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China.
| | - Yongsheng Liu
- School of Horticulture, Anhui Agricultural University, Hefei, 230036, China.
- Ministry of Education Key Laboratory for Bio-Resource and Eco-Environment, College of Life Science, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu, 610064, China.
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Zhao K, Bai Y, Zhang Q, Zhao Z, Cao Y, Yang L, Wang N, Xu J, Wang B, Wu L, Gong X, Lin T, Wang Y, Wang W, Cai X, Yin Y, Xiong Z. Karyotyping of aneuploid and polyploid plants from low coverage whole-genome resequencing. BMC Plant Biol 2023; 23:630. [PMID: 38062348 PMCID: PMC10704825 DOI: 10.1186/s12870-023-04650-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND Karyotype, as a basic characteristic of species, provides valuable information for fundamental theoretical research and germplasm resource innovation. However, traditional karyotyping techniques, including fluorescence in situ hybridization (FISH), are challenging and low in efficiency, especially when karyotyping aneuploid and polyploid plants. The use of low coverage whole-genome resequencing (lcWGR) data for karyotyping was explored, but existing methods are complicated and require control samples. RESULTS In this study, a new protocol for molecular karyotype analysis was provided, which proved to be a simpler, faster, and more accurate method, requiring no control. Notably, our method not only provided the copy number of each chromosome of an individual but also an accurate evaluation of the genomic contribution from its parents. Moreover, we verified the method through FISH and published resequencing data. CONCLUSIONS This method is of great significance for species evolution analysis, chromosome engineering, crop improvement, and breeding.
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Affiliation(s)
- Kanglu Zhao
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Yanbo Bai
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Qingyu Zhang
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Zhen Zhao
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Yao Cao
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Lu Yang
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Ni Wang
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Junxiong Xu
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Bo Wang
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Lei Wu
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Xiufeng Gong
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Tuanrong Lin
- Institute of Ulanqab Agricultural and Forestry Sciences, Inner Mongolia, Ulanqab, 012000, China
| | - Yufeng Wang
- Institute of Ulanqab Agricultural and Forestry Sciences, Inner Mongolia, Ulanqab, 012000, China
| | - Wei Wang
- Institute of Ulanqab Agricultural and Forestry Sciences, Inner Mongolia, Ulanqab, 012000, China
| | - Xingkui Cai
- Key Laboratory of Horticultural Plant Biology, Key Laboratory of Potato Biology and Biotechnology, Ministry of Agriculture and Rural Affairs, College of Horticulture and Forestry Sciences, Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
| | - Yuhe Yin
- Institute of Ulanqab Agricultural and Forestry Sciences, Inner Mongolia, Ulanqab, 012000, China
| | - Zhiyong Xiong
- Key Laboratory of Herbage and Endemic Crop Biology, Ministry of Education, School of Life Sciences, Inner Mongolia University, Hohhot, 010070, China.
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Lin J, Zhang B, Zou J, Luo Z, Yang H, Zhou P, Chen X, Zhou W. Induction of tetraploids in Paper Mulberry (Broussonetia papyrifera (L.) L'Hér. ex Vent.) by colchicine. BMC Plant Biol 2023; 23:574. [PMID: 37978431 PMCID: PMC10655367 DOI: 10.1186/s12870-023-04487-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 09/25/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Broussonetia papyrifera (L.) L'Hér. ex Vent. has the characteristics of strong stress resistance, high crude protein content, and pruning tolerance. It is an ecological, economic, and medicinal plant. Polyploid plants usually perform better than their corresponding diploid plants in terms of nutrients, active substances, and stress resistance. RESULTS In this study, the leaves, calli, and seeds of diploid B. papyrifera were used for tetraploid induction by colchicine. The induction effect of colchicine on B. papyrifera was summarized through the early morphology, chromosome count and flow cytometry. It was concluded that the best induction effect (18.6%) was obtained when the leaves of B. papyrifera were treated in liquid MS (Murashige and Skoog) medium containing 450 mg·L-1 colchicine for 3 d. The comparative analysis of the growth characteristics of diploid and tetraploid B. papyrifera showed that tetraploid B. papyrifera has larger ground diameter, larger stomata, thicker palisade tissue and thicker sponge tissue than diploid B. papyrifera. In addition, the measurement of photosynthetic features also showed that tetraploids had higher chlorophyll content and higher photosynthetic rates. CONCLUSION This study showed that tetraploid B. papyrifera could be obtained by treating leaves, callus and seeds with liquid and solid colchicine, but the induction efficiency was different. Moreover, there were differences in stomata, leaf cell structure and photosynthetic features between tetraploid B. papyrifera and its corresponding diploid. The induced tetraploid B. papyrifera can provide a technical basis and breeding material for the creation of B. papyrifera germplasm resources in the future.
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Affiliation(s)
- Jiana Lin
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources (South China Agricultural University), Guangzhou, 510642, China
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, Guangzhou, 510642, China
- Guangdong Province Research Center of Woody Forage Engineering Technology, Guangzhou, 510642, China
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China
| | - Bingnan Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources (South China Agricultural University), Guangzhou, 510642, China
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, Guangzhou, 510642, China
- Guangdong Province Research Center of Woody Forage Engineering Technology, Guangzhou, 510642, China
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China
| | - Jintuo Zou
- Guangdong Engineering Technology Research Center of Agricultural and Forestry Biomass, South China Agricultural University, Guangzhou, 510642, China
| | - Zhen Luo
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China
| | - Hao Yang
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China
| | - Peng Zhou
- Guangdong Eco-Engineering Polytechnic, Guangzhou, 510642, China
| | - Xiaoyang Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources (South China Agricultural University), Guangzhou, 510642, China.
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, Guangzhou, 510642, China.
| | - Wei Zhou
- Guangdong Province Research Center of Woody Forage Engineering Technology, Guangzhou, 510642, China.
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China.
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Booker WW, Schrider DR. The genetic consequences of range expansion and its influence on diploidization in polyploids. bioRxiv 2023:2023.10.18.562992. [PMID: 37905020 PMCID: PMC10614938 DOI: 10.1101/2023.10.18.562992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Despite newly formed polyploids being subjected to myriad fitness consequences, the relative prevalence of polyploidy both contemporarily and in ancestral branches of the tree of life suggests alternative advantages that outweigh these consequences. One proposed advantage is that polyploids have an elevated adaptive potential that enables them to colonize novel habitats such as previously glaciated areas. However, previous research conducted in diploids suggests that range expansion comes with a fitness cost as deleterious mutations may fix rapidly on the expansion front. Here, we interrogate the potential consequences of expansion in polyploids by conducting spatially explicit forward-in-time simulations of autopolyploids, allopolyploids, and diploids to investigate how ploidy and inheritance patterns impact the relative ability of polyploids to expand their range. We show that under realistic dominance models, autopolyploids suffer greater fitness reductions than diploids as a result of range expansion due to the fixation of increased mutational load that is masked in the range core. Alternatively, the disomic inheritance of allopolyploids provides a shield to this fixation resulting in minimal fitness consequences under an empirically estimated DFE. In light of this advantage provided by disomy, we investigate how range expansion may influence cytogenetic diploidization through the reversion to disomy in autotetraploids. We show that under both a model of where the mode of inheritance is determined by a small number of loci and a model where inheritance is regulated by chromosomal similarity, disomy evolves more rapidly on the expansion front than in the range core, and that this dynamic inheritance model has additional effects on fitness. Together our results point to a complex interaction between dominance, ploidy, inheritance, and recombination on fitness as a population spreads across a geographic range.
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Affiliation(s)
- William W. Booker
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27514-2916, United States of America
| | - Daniel R. Schrider
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27514-2916, United States of America
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da Silva MF, de Lima LVA, de Oliveira LM, Semprebon SC, Silva NDO, de Aguiar AP, Mantovani MS. Regulation of cytokinesis and necroptosis pathways by diosgenin inhibits the proliferation of NCI-H460 lung cancer cells. Life Sci 2023; 330:122033. [PMID: 37598976 DOI: 10.1016/j.lfs.2023.122033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/09/2023] [Accepted: 08/17/2023] [Indexed: 08/22/2023]
Abstract
Aim Overcoming resistance to apoptosis and antimitotic chemotherapy is crucial for effective treatment of lung cancer. Diosgenin (DG), a promising phytochemical, can regulate various molecular pathways implicated in tumor formation and progression. However, the precise biological activity of DG in lung cancer remains unclear. This study aimed to investigate the antiproliferative activity of DG in NCI-H460 lung carcinoma cells to explore the underlying antimitotic mechanisms and alternative cell death pathways. MATERIALS AND METHODS In a 2D culture system, we analyzed cell viability, multinucleated cell frequency, cell concentration, cell cycle changes, cell death induction, intracellular reactive oxygen species (ROS) production, and nuclear DNA damage, particularly in relation to target gene expression. We also evaluated the antiproliferative activity of DG in a 3D culture system of spheroids, assessing volume changes, cell death induction, and inhibition of proliferation recovery and clonogenic growth. KEY FINDINGS DG reduced cell viability and concentration while increasing the frequency of cells with multiple nuclei, particularly binucleated cells resulting from daughter cell fusion. This effect was associated with genes involved in cytokinesis regulation (RAB35, OCRL, BIRC5, and AURKB). Additionally, DG-induced cell death was linked to necroptosis, as evidenced by increased intracellular ROS production and RIPK3, MLKL, TRAF2, and HSPA5 gene expression. In tumor spheroids, DG increased spheroid volume, induced cell death, and inhibited proliferation recovery and clonogenic growth. SIGNIFICANCE Our study provides new insights into the biological activities of DG in lung cancer cells, contributing to the development of novel oncological therapies.
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Székely Á, Szalóki T, Lantos C, Pauk J, Jancsó M. Data of germination ability of tetraploid rice lines under multiple stress factors. Data Brief 2023; 48:109235. [PMID: 37383734 PMCID: PMC10293981 DOI: 10.1016/j.dib.2023.109235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/28/2023] [Accepted: 05/09/2023] [Indexed: 06/30/2023] Open
Abstract
Rice production is affected by several environmental factors, such as cold, salinity and drought stress. These unfavourable factors could have a serious impact on germination as well as on later growth, causing many types of damage. Recently, polyploid breeding can offer an alternative opportunity to enhance the yield and abiotic stress tolerance in rice breeding. This article describes some germination parameters of 11 different autotetraploid breeding lines and their parental lines under different environmental stresses. Each genotype was grown in a climate chamber under controlled conditions: 13 °C for 4 weeks in the cold test and 30/25 °C for 5 days in control, salinity (150 mM NaCl) and drought (15% PEG 6000) treatments, respectively. The germination process was monitored throughout the experiment. The average data were calculated using three replicates. This dataset contains germination raw data and three calculated germination parameters, such as median germination time (MGT), final germination percentage (FGP), and germination index (GI). These data may provide reliable support to clarify whether the tetraploid lines can exceed the performance of their diploid parental lines under germination phase or not.
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Affiliation(s)
- Árpád Székely
- Hungarian University of Agriculture and Life Sciences, Institute of Environmental Sciences, Research Centre for Irrigation and Water Management, Anna-liget u. 35, Szarvas, H-5540, Hungary
| | - Tímea Szalóki
- Hungarian University of Agriculture and Life Sciences, Institute of Environmental Sciences, Research Centre for Irrigation and Water Management, Anna-liget u. 35, Szarvas, H-5540, Hungary
| | - Csaba Lantos
- Cereal Research Non-profit Company, Szeged, H-6726, Hungary
| | - János Pauk
- Cereal Research Non-profit Company, Szeged, H-6726, Hungary
| | - Mihály Jancsó
- Hungarian University of Agriculture and Life Sciences, Institute of Environmental Sciences, Research Centre for Irrigation and Water Management, Anna-liget u. 35, Szarvas, H-5540, Hungary
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Bornhofen E, Fè D, Nagy I, Lenk I, Greve M, Didion T, Jensen CS, Asp T, Janss L. Genetic architecture of inter-specific and -generic grass hybrids by network analysis on multi-omics data. BMC Genomics 2023; 24:213. [PMID: 37095447 PMCID: PMC10127077 DOI: 10.1186/s12864-023-09292-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 04/02/2023] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND Understanding the mechanisms underlining forage production and its biomass nutritive quality at the omics level is crucial for boosting the output of high-quality dry matter per unit of land. Despite the advent of multiple omics integration for the study of biological systems in major crops, investigations on forage species are still scarce. RESULTS Our results identified substantial changes in gene co-expression and metabolite-metabolite network topologies as a result of genetic perturbation by hybridizing L. perenne with another species within the genus (L. multiflorum) relative to across genera (F. pratensis). However, conserved hub genes and hub metabolomic features were detected between pedigree classes, some of which were highly heritable and displayed one or more significant edges with agronomic traits in a weighted omics-phenotype network. In spite of tagging relevant biological molecules as, for example, the light-induced rice 1 (LIR1), hub features were not necessarily better explanatory variables for omics-assisted prediction than features stochastically sampled and all available regressors. CONCLUSIONS The utilization of computational techniques for the reconstruction of co-expression networks facilitates the identification of key omic features that serve as central nodes and demonstrate correlation with the manifestation of observed traits. Our results also indicate a robust association between early multi-omic traits measured in a greenhouse setting and phenotypic traits evaluated under field conditions.
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Affiliation(s)
- Elesandro Bornhofen
- Center for Quantitative Genetics and Genomics, Aarhus University, Aarhus, Denmark.
| | - Dario Fè
- Research Division, DLF Seeds A/S, Store Heddinge, Denmark
| | - Istvan Nagy
- Center for Quantitative Genetics and Genomics, Aarhus University, Slagelse, Denmark
| | - Ingo Lenk
- Research Division, DLF Seeds A/S, Store Heddinge, Denmark
| | - Morten Greve
- Research Division, DLF Seeds A/S, Store Heddinge, Denmark
| | - Thomas Didion
- Research Division, DLF Seeds A/S, Store Heddinge, Denmark
| | | | - Torben Asp
- Center for Quantitative Genetics and Genomics, Aarhus University, Slagelse, Denmark
| | - Luc Janss
- Center for Quantitative Genetics and Genomics, Aarhus University, Aarhus, Denmark.
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da Costa Lima Moraes A, Sforça DA, Mancini MC, Vigna BBZ, de Souza AP. Polyploid SNP Genotyping Using the MassARRAY System. Methods Mol Biol 2023; 2638:93-113. [PMID: 36781637 DOI: 10.1007/978-1-0716-3024-2_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
Molecular marker discovery and genotyping are major challenges in polyploid breeding programs incorporating molecular biology tools. In this context, this work describes a method for single nucleotide polymorphism (SNP) genotyping in polyploid crops using matrix-assisted laser desorption ionization (MALDI) time-of-flight (TOF) mass spectrometry, the MassARRAY System.
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10
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Wang H, Dang J, Guo Q, Liang G. qPCR Genotyping of Polyploid Species. Methods Mol Biol 2023; 2638:115-122. [PMID: 36781638 DOI: 10.1007/978-1-0716-3024-2_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
A simple and cost-effective method for genotyping polyploid plants using quantitative PCR (qPCR) is described in this chapter. There is no additional operation, only simultaneous amplification of alleles and reference sequences with constant copy number in the genome. The qPCR genotyping can detect the genotypes of important traits in polyploid plants without whole genome sequencing data.
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Affiliation(s)
- Haiyan Wang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, China
| | - Jiangbo Dang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, China
| | - Qigao Guo
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, China
| | - Guolu Liang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, China.
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Boatwright JL. A Robust Methodology for Assessing Homoeolog-Specific Expression. Methods Mol Biol 2023; 2545:251-258. [PMID: 36720817 DOI: 10.1007/978-1-0716-2561-3_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Angiosperm evolution is marked by numerous, recurring polyploidization events. While hybridization and polyploidization have greatly increased the degree of genetic and phenotypic diversity in plants, the mechanisms underlying changes in the genotype-to-phenotype relationships remain unclear. As the field of natural sciences continues to expand during the post-genomic era, large datasets are becoming increasingly common. However, the development of tools and workflows available to robustly assess these changes have lagged behind data production. A robust homoeolog-specific expression analysis strongly depends upon proper homoeolog calling, the ability to account for reference sequence biases, flexible and accurate methods for dealing with residual bias, and a reproducible workflow. To that end, this chapter aims to provide a detailed description of the potential pitfalls encountered while estimating homoeolog-specific expression as well as provide a workflow that allows for robust inferences based on precise estimates of expression changes.
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Affiliation(s)
- J Lucas Boatwright
- Advanced Plant Technology, Clemson University, Clemson, SC, USA. .,Department of Plant and Environmental Sciences, Clemson University, Clemson, SC, USA.
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12
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Xu H, Yi T, Liu M, Gao R, Liu X, He J, Ding Y, Geng Y, Mu X, Wang Y, Chen X. Exposure to Benzo(a)pyrene promotes proliferation and inhibits differentiation of stromal cells in mice during decidualization. Ecotoxicol Environ Saf 2023; 251:114531. [PMID: 36641866 DOI: 10.1016/j.ecoenv.2023.114531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 12/22/2022] [Accepted: 01/07/2023] [Indexed: 06/17/2023]
Abstract
The environmental pollutant Benzo(a)pyrene (BaP) has an adverse effect on the reproductive performance of mammals. We previously showed that BaP treatment during early pregnancy damages endometrial morphology and impairs embryo implantation. Endometrial decidualization at the implantation site (IS) after embryo implantation is crucial for pregnancy maintenance and placental development. The balance between proliferation and differentiation in endometrial stromal cells (ESCs) is a crucial event of decidualization, which is regulated by the cell cycle. Here, we report that abnormal decidualization caused by BaP is associated with cell cycle disturbance of stromal cells. The mice in the treatment group were gavaged with 0.2 mg/kg/day BaP from day 1-8 of pregnancy, while those in control were gavaged with corn oil in parallel. BaP damaged the decidualization of ESCs and reduced the number of polyploid cells. Meanwhile, BaP up-regulated the expression of Ki67 and PCNA, affecting the differentiation of stromal cells. The cell cycle progression analysis during decidualization in vivo and in vitro showed that BaP induced polyploid cells deficiency with enhanced expressions of CyclinA(E)/CDK2, CyclinD/CDK4 and CyclinB/CDK1, which promote the transformation of cells from G1 to S phase and simultaneously activate the G2/M phase. The above results indicated that BaP exposure accelerates cell cycle progression, promotes ESC proliferation, inhibits differentiation, and impedes proper decidualization and polyploidy development. Thus, the imbalance of ESC proliferation and differentiation would be an important mechanism for BaP-induced defective decidualization.
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Affiliation(s)
- Hanting Xu
- Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China; College of Basic Medicine, Chongqing Medical University, Chongqing 400016, PR China
| | - Ting Yi
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Chongqing Tongnan Center for Disease Control and Prevention, Chongqing 402660, PR China
| | - Min Liu
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; School of Public Health and Management, Chongqing Three Gorges Medical College, Chongqing 404120, PR China
| | - Rufei Gao
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China
| | - Xueqing Liu
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China
| | - Junlin He
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China
| | - Yubin Ding
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China
| | - Yanqing Geng
- Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China; College of Basic Medicine, Chongqing Medical University, Chongqing 400016, PR China
| | - Xinyi Mu
- Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China; College of Basic Medicine, Chongqing Medical University, Chongqing 400016, PR China
| | - Yingxiong Wang
- Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China; College of Basic Medicine, Chongqing Medical University, Chongqing 400016, PR China
| | - Xuemei Chen
- Laboratory of Reproductive Biology, School of Public Health, Chongqing Medical University, Chongqing 400016, PR China; Joint International Research Laboratory of Reproduction & Development, Chongqing Medical University, Chongqing 400016, PR China; Department of Obstetrics and Gynecology, Women and Childrens' Hospital of Chongqing Medical University, Chongqing 401147, PR China.
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Bedrat A. UGDR: a generic pipeline to detect recombined regions in polyploid and complex hybrid yeast genomes. BMC Bioinformatics 2022; 23:555. [PMID: 36544090 PMCID: PMC9773435 DOI: 10.1186/s12859-022-05113-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
MOTIVATION In eukaryotes, homologous recombination between the parental genomes frequently occurs during the evolutionary conserved process of meiosis, generating the genetic diversity transmitted by the gametes. The genome-wide determination of the frequency and location of the recombination events can now be efficiently performed by genotyping the offspring's polymorphic markers. However, genotyping recombination in complex hybrid genomes with existing methods remains challenging because of their strain and ploidy specificity and the degree of diversity and complexity of the parental genomes, especially in [Formula: see text] polyploids. RESULTS We present UGDR, a pipeline to genotype the polymorphisms of complex hybrid yeast genomes. It is based on optimal mapping strategies of NGS reads, comparative analyses of the allelic ratio variation and read depth coverage. We tested the UGDR pipeline with sequencing reads from recombined hybrid diploid yeast strains and various clinical strains exhibiting different degrees of ploidy. UGDR allows to plot the markers distribution and recombination profile per chromosome. CONCLUSION UGDR detects and plots recombination events in haploids and polyploid yeasts, which facilitates the discovery and understanding of the yeast genetic recombination map and identify new out-performing recombinants.
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Affiliation(s)
- Amina Bedrat
- grid.418596.70000 0004 0639 6384Institut Curie, UPMC University, Paris, France ,Meiogenix, 27 Rue du Chemin Vert, Paris, France ,grid.30760.320000 0001 2111 8460Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, USA
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Qi X, Jiang L, Cao J. Senotherapies: A novel strategy for synergistic anti-tumor therapy. Drug Discov Today 2022; 27:103365. [PMID: 36115631 DOI: 10.1016/j.drudis.2022.103365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 08/18/2022] [Accepted: 09/09/2022] [Indexed: 11/29/2022]
Abstract
Cellular senescence was initially considered an effective antitumor mechanism, and senescence-induced therapy has previously been regarded as an efficient treatment. However, increasing studies have discovered that persistent senescent cells (SNCs) might have unanticipated negative repercussions for antitumor treatment. The long-term build-up of SNCs exacerbates toxic side effects, treatment resistance, and poor prognosis, and tumor cells that undergo senescence escape can acquire stemness to repopulate the tumor, leading to cancer recurrence. Thus, senotherapies that eliminate SNCs could be used as a new strategy for synergistic antitumor therapy. In this review, we summarize the adverse effects of SNCs in tumor development and the mechanisms by which senescent tumor cells escape senescence, discuss the relationship between senescence and polyploidy, and highlight the potential of senotherapies as an emerging adjuvant antitumor treatment strategy. Such a strategy is expected to provide new approaches for antitumor drug development from the perspective of cellular senescence.
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Affiliation(s)
- Xuxin Qi
- Institute of Pharmacology and Toxicology, Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.
| | - Li Jiang
- Institute of Pharmacology and Toxicology, Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China; The Innovation Institute for Artificial Intelligence in Medicine, Zhejiang University, Hangzhou, China.
| | - Ji Cao
- Institute of Pharmacology and Toxicology, Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China; The Innovation Institute for Artificial Intelligence in Medicine, Zhejiang University, Hangzhou, China; Cancer Center of Zhejiang University, Hangzhou, China; Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
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15
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Edwards B, Hornstein ED, Wilson NJ, Sederoff H. High-throughput detection of T-DNA insertion sites for multiple transgenes in complex genomes. BMC Genomics 2022; 23:685. [PMID: 36195834 PMCID: PMC9533571 DOI: 10.1186/s12864-022-08918-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 09/28/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Genetic engineering of crop plants has been successful in transferring traits into elite lines beyond what can be achieved with breeding techniques. Introduction of transgenes originating from other species has conferred resistance to biotic and abiotic stresses, increased efficiency, and modified developmental programs. The next challenge is now to combine multiple transgenes into elite varieties via gene stacking to combine traits. Generating stable homozygous lines with multiple transgenes requires selection of segregating generations which is time consuming and labor intensive, especially if the crop is polyploid. Insertion site effects and transgene copy number are important metrics for commercialization and trait efficiency. RESULTS We have developed a simple method to identify the sites of transgene insertions using T-DNA-specific primers and high-throughput sequencing that enables identification of multiple insertion sites in the T1 generation of any crop transformed via Agrobacterium. We present an example using the allohexaploid oil-seed plant Camelina sativa to determine insertion site location of two transgenes. CONCLUSION This new methodology enables the early selection of desirable transgene location and copy number to generate homozygous lines within two generations.
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Affiliation(s)
- Brianne Edwards
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Eli D Hornstein
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Nathan J Wilson
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Heike Sederoff
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA.
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16
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Ren L, Gao X, Cui J, Zhang C, Dai H, Luo M, He S, Qin Q, Luo K, Tao M, Xiao J, Wang J, Zhang H, Zhang X, Zhou Y, Wang J, Zhao X, Liu G, Wang G, Huo L, Wang S, Hu F, Zhao R, Zhou R, Wang Y, Liu Q, Yan X, Wu C, Yang C, Tang C, Duan W, Liu S. Symmetric subgenomes and balanced homoeolog expression stabilize the establishment of allo polyploidy in cyprinid fish. BMC Biol 2022; 20:200. [PMID: 36100845 PMCID: PMC9472340 DOI: 10.1186/s12915-022-01401-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 09/05/2022] [Indexed: 11/17/2022] Open
Abstract
Background Interspecific postzygotic reproduction isolation results from large genetic divergence between the subgenomes of established hybrids. Polyploidization immediately after hybridization may reset patterns of homologous chromosome pairing and ameliorate deleterious genomic incompatibility between the subgenomes of distinct parental species in plants and animals. However, the observation that polyploidy is less common in vertebrates raises the question of which factors restrict its emergence. Here, we perform analyses of the genome, epigenome, and gene expression in the nascent allotetraploid lineage (2.95 Gb) derived from the intergeneric hybridization of female goldfish (Carassius auratus, 1.49 Gb) and male common carp (Cyprinus carpio, 1.42 Gb), to shed light on the changes leading to the stabilization of hybrids. Results We firstly identify the two subgenomes derived from the parental lineages of goldfish and common carp. We find variable unequal homoeologous recombination in somatic and germ cells of the intergeneric F1 and allotetraploid (F22 and F24) populations, reflecting high plasticity between the subgenomes, and rapidly varying copy numbers between the homoeolog genes. We also find dynamic changes in transposable elements accompanied by genome merger and duplication in the allotetraploid lineage. Finally, we observe the gradual decreases in cis-regulatory effects and increases in trans-regulatory effects along with the allotetraploidization, which contribute to increases in the symmetrical homoeologous expression in different tissues and developmental stages, especially in early embryogenesis. Conclusions Our results reveal a series of changes in transposable elements, unequal homoeologous recombination, cis- and trans-regulations (e.g. DNA methylation), and homoeologous expression, suggesting their potential roles in mediating adaptive stabilization of regulatory systems of the nascent allotetraploid lineage. The symmetrical subgenomes and homoeologous expression provide a novel way of balancing genetic incompatibilities, providing a new insight into the early stages of allopolyploidization in vertebrate evolution. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-022-01401-4.
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Affiliation(s)
- Li Ren
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Xin Gao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Jialin Cui
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Chun Zhang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - He Dai
- Biomarker Technologies Corporation, Beijing, 101300, China
| | - Mengxue Luo
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Shaofang He
- Wuhan Carbon Code Biotechnologies Corporation, Wuhan, 430070, China
| | - Qinbo Qin
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Kaikun Luo
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Min Tao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Jun Xiao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Jing Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Hong Zhang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Xueyin Zhang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Yi Zhou
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Jing Wang
- Biomarker Technologies Corporation, Beijing, 101300, China
| | - Xin Zhao
- Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Guiming Liu
- Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Guoliang Wang
- Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Linhe Huo
- Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Shi Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Fangzhou Hu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Rurong Zhao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Rong Zhou
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Yude Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Qinfeng Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Xiaojing Yan
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Chang Wu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Conghui Yang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Chenchen Tang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Wei Duan
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China
| | - Shaojun Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Sciences, Hunan Normal University, Changsha, 410081, China.
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Sha LN, Liang X, Tang Y, Xu JQ, Chen WJ, Cheng YR, Wu DD, Zhang Y, Wang Y, Kang HY, Zhang HQ, Zhou YH, Shen YH, Fan X. Evolutionary patterns of plastome resolve multiple origins of the Ns-containing polyploid species in Triticeae. Mol Phylogenet Evol 2022; 175:107591. [PMID: 35863609 DOI: 10.1016/j.ympev.2022.107591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 06/25/2022] [Accepted: 07/14/2022] [Indexed: 10/17/2022]
Abstract
Tracing evolutionary history proves challenging for polyploid groups that have evolved rapidly, especially if an ancestor of a polyploid is extinct. The Ns-containing polyploids are recognized as the NsXm and StHNsXm genomic constitutions in Triticeae. The Ns originated from Psathyrostachys, while the Xm represented a genome of unknown origin. Here, we use genetic information in plastome to trace the complex lineage history of the Ns-containing polyploid species by sampling 26 polyploids and 90 diploid taxa representing 23 basic genomes in Triticeae. Phylogenetic reconstruction, cluster plot of genetic distance matrix, and migration event demonstrated that (1) the Ns plastome originated from different Psathyrostachys species, and the Xm plastome may originate from an ancestral lineage of Henrardia, Agropyron, and Eremopyrum; (2) the Ns, Xm, and St genome donors separately served as the maternal parents during the speciation of the Ns-containing polyploid species, resulting in a maternal haplotype polymorphism; (3) North AmericanLeymusspecies might originate from colonization during late Miocene via the Bering land bridge and were the paternal donor of the StHNsXm genome Pascopyrum species. Our results shed new light on our understanding of the rich diversity and ecological adaptation of the Ns-containing polyploid species.
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Affiliation(s)
- Li-Na Sha
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, Sichuan, China.
| | - Xiao Liang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yi Tang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Jin-Qing Xu
- Laboratory of Adaptation and Evolution of Plateau Biota, Qinghai Provincial Key Laboratory of Crop Molecular Breeding, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810008, Qinghai, China
| | - Wen-Jie Chen
- Laboratory of Adaptation and Evolution of Plateau Biota, Qinghai Provincial Key Laboratory of Crop Molecular Breeding, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810008, Qinghai, China
| | - Yi-Ran Cheng
- Laboratory of Adaptation and Evolution of Plateau Biota, Qinghai Provincial Key Laboratory of Crop Molecular Breeding, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810008, Qinghai, China
| | - Dan-Dan Wu
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yue Zhang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yi Wang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Hou-Yang Kang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Hai-Qin Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yong-Hong Zhou
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yu-Hu Shen
- Laboratory of Adaptation and Evolution of Plateau Biota, Qinghai Provincial Key Laboratory of Crop Molecular Breeding, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810008, Qinghai, China
| | - Xing Fan
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, Sichuan, China.
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Kumar R, Bisht NC. Interacting partners of Brassica juncea Regulator of G-protein Signaling protein suggest its role in cell wall metabolism and cellular signaling. Biosci Rep 2022:BSR20220302. [PMID: 35737296 DOI: 10.1042/BSR20220302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 06/08/2022] [Accepted: 06/21/2022] [Indexed: 11/26/2022] Open
Abstract
Heterotrimeric G-proteins interact with various upstream and downstream effectors to regulate various aspects of plant growth and development. G-protein effectors have been recently reported in Arabidopsis thaliana; however, less information is available from polyploid crop species having complex networks of G-protein components. Regulator of G-protein signaling (RGS) is a well-characterized GTPase accelerating protein, which plays an important role in the regulation of the G-protein cycle in plants. In the present study, four homologs encoding RGS proteins were isolated from the allotetraploid Brassica juncea, a globally important oilseed, vegetable, and condiment crop. The B. juncea RGS proteins were grouped into distinct BjuRGS1 and BjuRGS2 orthologous clades, and the expression of BjuRGS1 homologs was predominantly higher than BjuRGS2 homologs across the tested tissue types of B. juncea. Utilizing B. juncea Y2H library screening, a total of 30 nonredundant interacting proteins with the RGS-domain of the highly expressed BjuA.RGS1 was identified. Gene ontology analysis indicated that these effectors exerted various molecular, cellular, and physiological functions. Many of them were known to regulate cell wall metabolism (BjuEXP6, Bju-α-MAN, BjuPGU4, BjuRMS3) and phosphorylation-mediated cell signaling (BjuMEK4, BjuDGK3, and BjuKinase). Furthermore, transcript analysis indicated that the identified interacting proteins have a coexpression pattern with the BjuRGS homologs. These findings increase our knowledge about the novel targets of G-protein components from a globally cultivated Brassica crop and provide an important resource for developing a plant G-protein interactome network.
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Saada OA, Friedrich A, Schacherer J. Towards accurate, contiguous and complete alignment-based polyploid phasing algorithms. Genomics 2022; 114:110369. [PMID: 35483655 DOI: 10.1016/j.ygeno.2022.110369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 03/09/2022] [Accepted: 04/11/2022] [Indexed: 01/14/2023]
Abstract
Phasing, and in particular polyploid phasing, have been challenging problems held back by the limited read length of high-throughput short read sequencing methods which can't overcome the distance between heterozygous sites and labor high cost of alternative methods such as the physical separation of chromosomes for example. Recently developed single molecule long-read sequencing methods provide much longer reads which overcome this previous limitation. Here we review the alignment-based methods of polyploid phasing that rely on four main strategies: population inference methods, which leverage the genetic information of several individuals to phase a sample; objective function minimization methods, which minimize a function such as the Minimum Error Correction (MEC); graph partitioning methods, which represent the read data as a graph and split it into k haplotype subgraphs; cluster building methods, which iteratively grow clusters of similar reads into a final set of clusters that represent the haplotypes. We discuss the advantages and limitations of these methods and the metrics used to assess their performance, proposing that accuracy and contiguity are the most meaningful metrics. Finally, we propose the field of alignment-based polyploid phasing would greatly benefit from the use of a well-designed benchmarking dataset with appropriate evaluation metrics. We consider that there are still significant improvements which can be achieved to obtain more accurate and contiguous polyploid phasing results which reflect the complexity of polyploid genome architectures.
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Affiliation(s)
- Omar Abou Saada
- Université de Strasbourg, CNRS, GMGM UMR, 7156 Strasbourg, France
| | - Anne Friedrich
- Université de Strasbourg, CNRS, GMGM UMR, 7156 Strasbourg, France
| | - Joseph Schacherer
- Université de Strasbourg, CNRS, GMGM UMR, 7156 Strasbourg, France; Institut Universitaire de France (IUF), Paris, France.
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Pei L, Huang X, Liu Z, Tian X, You J, Li J, Fang DD, Lindsey K, Zhu L, Zhang X, Wang M. Dynamic 3D genome architecture of cotton fiber reveals subgenome-coordinated chromatin topology for 4-staged single-cell differentiation. Genome Biol 2022; 23:45. [PMID: 35115029 PMCID: PMC8812185 DOI: 10.1186/s13059-022-02616-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 01/20/2022] [Indexed: 11/10/2022] Open
Abstract
Background Despite remarkable advances in our knowledge of epigenetically mediated transcriptional programming of cell differentiation in plants, little is known about chromatin topology and its functional implications in this process. Results To interrogate its significance, we establish the dynamic three-dimensional (3D) genome architecture of the allotetraploid cotton fiber, representing a typical single cell undergoing staged development in plants. We show that the subgenome-relayed switching of the chromatin compartment from active to inactive is coupled with the silencing of developmentally repressed genes, pinpointing subgenome-coordinated contribution to fiber development. We identify 10,571 topologically associating domain-like (TAD-like) structures, of which 25.6% are specifically organized in different stages and 75.23% are subject to partition or fusion between two subgenomes. Notably, dissolution of intricate TAD-like structure cliques showing long-range interactions represents a prominent characteristic at the later developmental stage. Dynamic chromatin loops are found to mediate the rewiring of gene regulatory networks that exhibit a significant difference between the two subgenomes, implicating expression bias of homologous genes. Conclusions This study sheds light on the spatial-temporal asymmetric chromatin structures of two subgenomes in the cotton fiber and offers a new insight into the regulatory orchestration of cell differentiation in plants. Supplementary Information The online version contains supplementary material available at 10.1186/s13059-022-02616-y.
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Affiliation(s)
- Liuling Pei
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Xianhui Huang
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Zhenping Liu
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Xuehan Tian
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Jiaqi You
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Jianying Li
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - David D Fang
- Cotton Fiber Bioscience Research Unit, USDA-ARS, Southern Regional Research Center, New Orleans, LA, 70124, USA
| | - Keith Lindsey
- Department of Biosciences, Durham University, Durham, DH1 3LE, UK
| | - Longfu Zhu
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Xianlong Zhang
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Maojun Wang
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, Hubei, China.
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21
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Chen H, Ji K, Li Y, Gao Y, Liu F, Cui Y, Liu Y, Ge W, Wang Z. Triplication is the main evolutionary driving force of NLP transcription factor family in Chinese cabbage and related species. Int J Biol Macromol 2022; 201:492-506. [PMID: 35051503 DOI: 10.1016/j.ijbiomac.2022.01.082] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/09/2022] [Accepted: 01/12/2022] [Indexed: 11/25/2022]
Abstract
The NODULE-INCEPTION-like protein (NLP) is a plant-specific transcription factor (TF) family that plays an important role in both signal transduction and nitrate assimilation. However, the NLP gene family in Chinese cabbage (Brassica rapa) has yet to be studied. Here we identified 17, 16, and 32 NLP genes in Chinese cabbage, Brassica oleracea, and Brassica napus, respectively. We found that duplication of those NLP genes almost always originated from genome-wide duplication events. Further analysis (using Arabidopsis as a reference) revealed that the NLP family in Chinese cabbage and B. oleracea was characterized by direct expansion caused by whole-genome duplication. By contrast, indirect expansion characterized B. napus, which arose from hybridization and fusion of the two species. In addition, phylogenetic and homology analyses showed that the Brassica NLP gene family has been highly conserved in evolution. Finally, we also identified optimal codons for four studied species. Altogether, through comparative genome analysis methods, we presented compelling evidence that triplication is the main driving force for the NLP TF family's evolution in Chinese cabbage and related Brassica plants, a process evidently highly conserved. This work will help in better understanding the impact of genome-wide duplication on gene families of plants.
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Affiliation(s)
- Huilong Chen
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China; School of Information Science and Technology, Yanching Institute of Technology, Langfang, Hebei 065000, China
| | - Kexin Ji
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Yuxian Li
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Yaliu Gao
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Fang Liu
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Yutong Cui
- College of Management, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Ying Liu
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China
| | - Weina Ge
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China.
| | - Zhenyi Wang
- College of Life Sciences, North China University of Science and Technology, Tangshan, Hebei 063210, China.
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22
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Eng WH, Ho WS, Ling KH. In vitro induction and identification of polyploid Neolamarckia cadamba plants by colchicine treatment. PeerJ 2021; 9:e12399. [PMID: 34760387 PMCID: PMC8556713 DOI: 10.7717/peerj.12399] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/06/2021] [Indexed: 11/20/2022] Open
Abstract
Polyploidization has played a crucial role in plant breeding and crop improvement. However, studies on the polyploidization of tropical tree species are still very scarce in this region. This paper described the in vitro induction and identification of polyploid plants of Neolamarckia cadamba by colchicine treatment. N. cadamba belongs to the Rubiaceae family is a natural tetraploid plant with 44 chromosomes (2n = 4x = 44). Nodal segments were treated with colchicine (0.1%, 0.3% and 0.5%) for 24 h and 48 h before transferring to shoot regeneration medium. Flow cytometry (FCM) and chromosome count were employed to determine the ploidy level and chromosome number of the regenerants, respectively. Of 180 colchicine-treated nodal segments, 39, 14 and 22 were tetraploids, mixoploids and octoploids, respectively. The highest percentage of polyploidization (20% octoploids; 6.7% mixoploids) was observed after treated with 0.3% colchicine for 48 h. The DNA content of tetraploid (4C) and octoploid (8C) was 2.59 ± 0.09 pg and 5.35 ± 0.24 pg, respectively. Mixoploid plants are made up of mixed tetraploid and octoploid cells. Chromosome count confirmed that tetraploid cell has 44 chromosomes and colchicine-induced octoploid cell has 88 chromosomes. Both octoploids and mixoploids grew slower than tetraploids under in vitro conditions. Morphological characterizations showed that mixoploid and octoploid leaves had thicker leaf blades, thicker midrib, bigger stomata size, lower stomata density, higher SPAD value and smaller pith layer than tetraploids. This indicates that polyploidization has changed and resulted in traits that are predicted to increase photosynthetic capacity of N. cadamba. These novel polyploid plants could be valuable resources for advanced N. cadamba breeding programs to produce improved clones for planted forest development.
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Affiliation(s)
- Wee Hiang Eng
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia
| | - Wei Seng Ho
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia
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23
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Suissa JS, Kinosian SP, Schafran PW, Bolin JF, Taylor WC, Zimmer EA. Homoploid hybrids, allo polyploids, and high ploidy levels characterize the evolutionary history of a western North American quillwort (Isoëtes) complex. Mol Phylogenet Evol 2021; 166:107332. [PMID: 34687842 DOI: 10.1016/j.ympev.2021.107332] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 10/05/2021] [Accepted: 10/18/2021] [Indexed: 12/26/2022]
Abstract
Polyploidy and hybridization are important processes in seed-free plant evolution. However, a major gap lies in our understanding of how these processes affect the evolutionary history of high-ploidy systems. The heterosporous lycophyte genus Isoëtes is a lineage with many putative hybrids and high-level polyploid taxa (ranging from tetraploid to dodecaploid). Here, we use a complex of western North American Isoëtes, to understand the role of hybridization and high-level polyploidy in generating and maintaining novel diversity. To uncover these processes, we use restriction-site associated DNA sequencing (RADseq), multiple alleles of a single low-copy nuclear marker, whole plastomes, cytology (genome size estimates and chromosome counts), and reproductive status (fertile or sterile). With this dataset, we show that hybridization occurs easily between species in this complex and is bidirectional between identical, but not different, cytotypes. Furthermore, we show that fertile allopolyploids appear to have formed repeatedly from sterile homoploid and interploid hybrids. We propose that low prezygotic reproductive barriers and a high frequency of whole-genome duplication allow for high-level polyploid systems to generate novel lineages, and that these mechanisms may be important in shaping extant Isoëtes diversity.
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Affiliation(s)
- Jacob S Suissa
- The Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA; The Arnold Arboretum of Harvard University, Boston, MA, USA; Department of Botany, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA.
| | - Sylvia P Kinosian
- Department of Biology & Ecology Center, Utah State University, Logan, UT, USA
| | - Peter W Schafran
- Department of Botany, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA; Boyce Thompson Institute, Ithaca, NY, USA
| | - Jay F Bolin
- Department of Biology, Catawba College, Salisbury, NC, USA
| | - W Carl Taylor
- Department of Botany, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - Elizabeth A Zimmer
- Department of Botany, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
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24
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Wang H, Dang J, Wu D, Xie Z, Yan S, Luo J, Guo Q, Liang G. Genotyping of polyploid plants using quantitative PCR: application in the breeding of white-fleshed triploid loquats (Eriobotrya japonica). Plant Methods 2021; 17:93. [PMID: 34479588 PMCID: PMC8418031 DOI: 10.1186/s13007-021-00792-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 08/24/2021] [Indexed: 06/09/2023]
Abstract
BACKGROUND Ploidy manipulation is effective in seedless loquat breeding, in which flesh color is a key agronomic and economic trait. Few techniques are currently available for detecting the genotypes of polyploids in plants, but this ability is essential for most genetic research and molecular breeding. RESULTS We developed a system for genotyping by quantitative PCR (qPCR) that allowed flesh color genotyping in multiple tetraploid and triploid loquat varieties (lines). The analysis of 13 different ratios of DNA mixtures between two homozygous diploids (AA and aa) showed that the proportion of allele A has a high correlation (R2 = 0.9992) with parameter b [b = a1/(a1 + a2)], which is derived from the two normalized allele signals (a1 and a2) provided by qPCR. Cluster analysis and variance analysis from simulating triploid and tetraploid hybrids provided completely correct allelic configurations. Four genotypes (AAA, AAa, Aaa, aaa) were found in triploid loquats, and four (AAAA, AAAa, AAaa, Aaaa; absence of aaaa homozygotes) were found in tetraploid loquats. DNA markers analysis showed that the segregation of flesh color in all F1 hybrids conformed to Mendel's law. When tetraploid B431 was the female parent, more white-fleshed triploids occurred among the progeny. CONCLUSIONS qPCR can detect the flesh color genotypes of loquat polyploids and provides an alternative method for analyzing polyploid genotype and breeding, dose effects and allele-specific expression.
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Affiliation(s)
- Haiyan Wang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Jiangbo Dang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Di Wu
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Zhongyi Xie
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Shuang Yan
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Jingnan Luo
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Qigao Guo
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China
| | - Guolu Liang
- Key Laboratory of Horticulture Science for Southern Mountains Regions of Ministry of Education, College of Horticulture and Landscape Architecture, Southwest University, Beibei, Chongqing, 400715, China.
- State Cultivation Base of Crop Stress Biology for Southern Mountainous Land of Southwest University, Academy of Agricultural Sciences of Southwest University, Beibei, Chongqing, 400715, China.
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25
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Jha TB, Bhowmick BK. Conservation of floral, fruit and chromosomal diversity: a review on diploid and polyploid Capsicum annuum complex in India. Mol Biol Rep 2021; 48:5587-5605. [PMID: 34235618 DOI: 10.1007/s11033-021-06355-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 04/12/2021] [Indexed: 11/25/2022]
Abstract
Capsicum as a spice crop, has wild and cultivated forms admired globally, including Indian subcontinent with vast climatic ranges. Systematic representation of the Indian Capsicum is required to address species relationships and sustainable agriculture, in face of unpredictable climatic conditions. We have updated the catalogue of Indian 'C. annuum complex' with 28 landraces and populations from different agro-climatic regions. The agro-climatic influence on the origin of stable chili landraces in India is remarkable, especially in the North East. The floral and fruit morphotype standards and chromosomal attributes have been considered for four distinct 'C. annuum complex' members under three species. The highlights of study are: (1) comparative profiling of Indian Capsicum species revealing less infraspecific variation within C. frutescens and C. chinense than C. annuum, at par with cultivation status, (2) karyotype analysis of some unique diploid landraces of C. annuum, (3) karyotypic confirmation of the polyploid Dalle Khursani landraces exclusive to India. To obtain more information, we attempted to correlate diversity of fruit and floral morphotype with chromosomal diversity. Existence of elite and rare germplasm found in the regional pockets offer great scope for enriching the agricultural tradition. The present dataset may serve as a template to be continuously upgraded by taxonomists, genomicists and breeders.
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Affiliation(s)
- Timir Baran Jha
- Department of Botany, Maulana Azad College, Rafi Ahmed Kidwai Road, Kolkata, West Bengal, 700113, India
| | - Biplab Kumar Bhowmick
- Department of Botany, Scottish Church College, 1 and 3, Urquhart Square, Kolkata, West Bengal, 700006, India.
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Halász J, Makovics-Zsohár N, Szőke F, Ercisli S, Hegedűs A. Simple Sequence Repeat and S-Locus Genotyping to Assist the Genetic Characterization and Breeding of Polyploid Prunus Species, P. spinosa and P. domestica subsp. insititia. Biochem Genet 2021; 59:1065-87. [PMID: 34132957 DOI: 10.1007/s10528-021-10090-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 05/28/2021] [Indexed: 11/18/2022]
Abstract
Polyploid Prunus spinosa (2n = 4 ×) and P. domestica subsp. insititia (2n = 6 ×) represent enormous genetic potential in Central Europe, which can be exploited in breeding programs. In Hungary, 16 cultivar candidates and a recognized cultivar ‘Zempléni’ were selected from wild-growing populations including ten P. spinosa, four P. domestica subsp. insititia and three P. spinosa × P. domestica hybrids (2n = 5 ×) were also created. Genotyping in eleven simple sequence repeat (SSR) loci and the multiallelic S-locus was used to characterize genetic variability and achieve a reliable identification of tested accessions. Nine SSR loci proved to be polymorphic and eight of those were highly informative (PIC values ˃ 0.7). A total of 129 SSR alleles were identified, which means 14.3 average allele number per locus and all accessions but two clones could be discriminated based on unique SSR fingerprints. A total of 23 S-RNase alleles were identified and the complete and partial S-genotype was determined for 10 and 7 accessions, respectively. The DNA sequence was determined for a total of 17 fragments representing 11 S-RNase alleles. ‘Zempléni’ was confirmed to be self-compatible carrying at least one non-functional S-RNase allele (SJ). Our results indicate that the S-allele pools of wild-growing P. spinosa and P. domestica subsp. insititia are overlapping in Hungary. Phylogenetic and principal component analyses confirmed the high level of diversity and genetic differentiation present within the analysed accessions and indicated putative ancestor–descendant relationships. Our data confirm that S-locus genotyping is suitable for diversity studies in polyploid Prunus species but non-related accessions sharing common S-alleles may distort phylogenetic inferences.
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Serero A, Bedrat A, Baulande S, Bastianelli G, Colavizza D, Desfougères T, Pignède G, Quipourt-Isnard AD, Nicolas A. Recombination in a sterile polyploid hybrid yeast upon meiotic Return-To-Growth. Microbiol Res 2021; 250:126789. [PMID: 34062341 DOI: 10.1016/j.micres.2021.126789] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 05/18/2021] [Accepted: 05/19/2021] [Indexed: 12/30/2022]
Abstract
The sustainable future of food industry and consumer demands meet the need to generate out-performing new yeast variants. This is addressed by using the natural yeast diversity and breeding via sexual reproduction but the recovery of recombined spores in many industrial strains is limited. To circumvent this drawback, we examined whether or not the process of meiotic Return to Growth (RTG) that allows S. cerevisiae diploid cells to initiate meiotic recombination genome-wide and then re-enter into mitosis, will be effective to generate recombinants in a sterile and polyploid baking yeast strain (CNCM). We proceeded in four steps. First, whole genome sequencing of the CNCM strain revealed that it was an unbalanced polymorphic triploid. Second, we annotated a panel of genes likely involved in the success of the RTG process. Third, we examined the strain progression into sporulation and fourth, we developed an elutriation and reiterative RTG protocol that allowed to generate extensive libraries of recombinant RTGs, enriched up to 70 %. Altogether, the genome analysis of 122 RTG cells demonstrated that they were bona fide RTG recombinants since the vast majority retained the parental ploidy and exhibited allelic variations involving 1-60 recombined regions per cell with a length of ∼0.4-400 kb. Thus, beyond diploid laboratory strains, we demonstrated the proficiency of this natural non-GM and marker-free process to recombine a sterile and polyploid hybrid yeast, thus providing an unprecedented resource to screen improved traits.
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Zhang W, Ma Y, Zhu Z, Huang L, Ali A, Luo X, Zhou Y, Li Y, Xu P, Yang J, Li Z, Shi H, Wang J, Gong W, Zou Q, Tao L, Kang Z, Tang R, Zhao Z, Li Z, Guo S, Fu S. Maternal karyogene and cytoplasmic genotype affect the induction efficiency of doubled haploid inducer in Brassica napus. BMC Plant Biol 2021; 21:207. [PMID: 33941091 PMCID: PMC8091669 DOI: 10.1186/s12870-021-02981-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 04/15/2021] [Indexed: 05/14/2023]
Abstract
BACKGROUND Artificial synthesis of octoploid rapeseed double haploid (DH) induction lines Y3380 and Y3560 was made possible by interspecific hybridization and genome doubling techniques. Production of pure lines by DH induction provides a new way to achieve homozygosity earlier in B.napus. Previously, the mechanism of induction, and whether the induction has obvious maternal genotypic differences or not, are not known so far. RESULTS In this study, different karyogene and cytoplasmic genotype of B.napus were pollinated with the previously reported DH inducers e.g. Y3380 and Y3560. Our study presents a fine comparison of different cytoplasmic genotypes hybridization to unravel the mechanism of DH induction. Ploidy identification, fertility and SSR marker analysis of induced F1 generation, revealed that ploidy and phenotype of the induced F1 plants were consistent with that type of maternal, rather than paternal parent. The SNP chip analysis revealed that induction efficiency of DH inducers were affected by the karyogene when the maternal cytoplasmic genotypes were the same. However, DH induction efficiency was also affected by cytoplasmic genotype when the karyogenes were same, and the offspring of the ogura cytoplasm showed high frequency inducer gene hybridization or low-frequency infiltration. CONCLUSION The induction effect is influenced by the interaction between maternal karyogene and cytoplasmic genotype, and the results from the partial hybridization of progeny chromosomes indicate that the induction process may be attributed to the selective elimination of paternal chromosome. This study provides a basis for exploring the mechanism of DH inducer in B.napus, and provides new insights for utilization of inducers in molecular breeding.
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Affiliation(s)
- Wei Zhang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yongting Ma
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Zhendong Zhu
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Liangjun Huang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Asif Ali
- Rice Research Institute, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xuan Luo
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Maize Research Institute, Sichuan Agricultural University, Chengdu, 611130, China
| | - Ying Zhou
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yun Li
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Peizhou Xu
- Rice Research Institute, Sichuan Agricultural University, Chengdu, 611130, China
| | - Jin Yang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Zhuang Li
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Haoran Shi
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Jisheng Wang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Wanzhuo Gong
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Qiong Zou
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Lanrong Tao
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Zeming Kang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Rong Tang
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China
| | - Zhangjie Zhao
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Zhi Li
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China
| | - Shixing Guo
- Agricultural College, Sichuan Agricultural University, Chengdu, 611130, China.
| | - Shaohong Fu
- Chengdu Academy of Agricultural and Forestry Sciences, Chengdu, 611130, China.
- Chengdu Research Branch, National Rapeseed Genetic Improvement Center, Chengdu, 611130, China.
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Popowski E, Thomson SJ, Knäbel M, Tahir J, Crowhurst RN, Davy M, Foster TM, Schaffer RJ, Tustin DS, Allan AC, McCallum J, Chagné D. Construction of a high density genetic map for hexaploid kiwifruit (Actinidia chinensis var. deliciosa) using genotyping by sequencing. G3 (Bethesda) 2021; 11:6261761. [PMID: 34009255 PMCID: PMC8495948 DOI: 10.1093/g3journal/jkab142] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 03/07/2021] [Indexed: 11/19/2022]
Abstract
Commercially grown kiwifruit (genus Actinidia) are generally of two sub-species which have a base haploid genome of 29 chromosomes. The yellow-fleshed Actinidia chinensis var. chinensis, is either diploid (2n = 2x = 58) or tetraploid (2n = 4x = 116) and the green-fleshed cultivar A. chinensis var. deliciosa “Hayward,” is hexaploid (2n = 6x = 174). Advances in breeding green kiwifruit could be greatly sped up by the use of molecular resources for more efficient and faster selection, for example using marker-assisted selection (MAS). The key genetic marker that has been implemented for MAS in hexaploid kiwifruit is for gender testing. The limited marker-trait association has been reported for other polyploid kiwifruit for fruit and production traits. We have constructed a high-density linkage map for hexaploid green kiwifruit using genotyping-by-sequence (GBS). The linkage map obtained consists of 3686 and 3940 markers organized in 183 and 176 linkage groups for the female and male parents, respectively. Both parental linkage maps are co-linear with the A. chinensis “Red5” reference genome of kiwifruit. The linkage map was then used for quantitative trait locus (QTL) mapping, and successfully identified QTLs for king flower number, fruit number and weight, dry matter accumulation, and storage firmness. These are the first QTLs to be reported and discovered for complex traits in hexaploid kiwifruit.
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Affiliation(s)
- Elizabeth Popowski
- The New Zealand Institute for Plant and Food Research Ltd (Plant & Food Research), Te Puke, New Zealand
| | | | | | | | | | - Marcus Davy
- The New Zealand Institute for Plant and Food Research Ltd (Plant & Food Research), Te Puke, New Zealand
| | | | - Robert J Schaffer
- Plant & Food Research, Motueka, New Zealand.,School of Biological Sciences, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | | | - Andrew C Allan
- Plant & Food Research, Auckland, New Zealand.,School of Biological Sciences, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | | | - David Chagné
- Plant & Food Research, Palmerston North, New Zealand
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Abou Saada O, Tsouris A, Eberlein C, Friedrich A, Schacherer J. nPhase: an accurate and contiguous phasing method for polyploids. Genome Biol 2021; 22:126. [PMID: 33926549 PMCID: PMC8082856 DOI: 10.1186/s13059-021-02342-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 04/08/2021] [Indexed: 01/06/2023] Open
Abstract
While genome sequencing and assembly are now routine, we do not have a full, precise picture of polyploid genomes. No existing polyploid phasing method provides accurate and contiguous haplotype predictions. We developed nPhase, a ploidy agnostic tool that leverages long reads and accurate short reads to solve alignment-based phasing for samples of unspecified ploidy (https://github.com/OmarOakheart/nPhase). nPhase is validated by tests on simulated and real polyploids. nPhase obtains on average over 95% accuracy and a contiguous 1.25 haplotigs per haplotype to cover more than 90% of each chromosome (heterozygosity rate ≥ 0.5%). nPhase allows population genomics and hybrid studies of polyploids.
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Affiliation(s)
- Omar Abou Saada
- Université de Strasbourg, CNRS, GMGM UMR, 7156, Strasbourg, France
| | - Andreas Tsouris
- Université de Strasbourg, CNRS, GMGM UMR, 7156, Strasbourg, France
| | - Chris Eberlein
- Université de Strasbourg, CNRS, GMGM UMR, 7156, Strasbourg, France
| | - Anne Friedrich
- Université de Strasbourg, CNRS, GMGM UMR, 7156, Strasbourg, France.
| | - Joseph Schacherer
- Université de Strasbourg, CNRS, GMGM UMR, 7156, Strasbourg, France. .,Institut Universitaire de France (IUF), Paris, France.
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31
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Joshi GAN, Chauhan C, Das S. Sequence and functional analysis of MIR319 promoter homologs from Brassica juncea reveals regulatory diversification and altered expression under stress. Mol Genet Genomics 2021; 296:731-749. [PMID: 33797588 DOI: 10.1007/s00438-021-01778-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 03/15/2021] [Indexed: 11/30/2022]
Abstract
KEY MESSAGE Extensive regulatory divergence during development, abiotic stress and ABA regime observed amongst promoter homologs and homeologs of MIR319 from Brassica juncea. Gene duplication followed by sub-functionalization, neo-functionalization, and pseudogenization are routes to functional and adaptive diversification. The influence of polyploidy on protein-coding genes is well investigated but little is known about their impact on transcriptional regulation of MIRNA gene family. The present study was therefore performed with an aim to uncover regulatory diversification of MIR319 homologs and homeologs in Brassica juncea. We employed comparative genomics to identify and isolate six promoter homologs of MIR319 from B. juncea. Regulatory diversification was studied using analysis of reporter activity driven by BjMIR319 promoters in a heterologous system employing promoter-reporter fusion constructs. MIR319 is known to play important roles in leaf and flower development, and multiple stress responses. Reporter activity was therefore monitored during development, hormonal and stress regimes. In-silico analyses revealed differential distribution of cis-regulatory motifs and functional analysis revealed distinct spatiotemporal expression patterns. The significance of presence of selected cis-regulatory motifs corresponding to heat, cold, salt and ABA stress were further functionally validated. It was observed that promoter of Bj -MIR319a-A01 was upregulated in response to cold and salt stress, while promoter of Bj -MIR319c-A04 (D1) and Bj -MIR319c-A05 (FL) were downregulated in response to high temperature. In summary, comparative analysis of homologous promoters from Brassica juncea, an allopolyploid revealed extensive sequence and functional diversity. Spatiotemporal activity of reporter gene driven by BjMIR319 promoter was distinct, and partially overlapping with from those reported previously for A. thaliana. The present study clearly demonstrates regulatory divergence amongst promoter homologs of MIR319 in Brassica juncea during development and stress response, and underlines the urgent need for dissection of promoter function and detailed characterization including identification of interacting trans-factors. Genbank accession numbers: MT379853-MT379858.
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Affiliation(s)
| | - Chetan Chauhan
- Department of Botany, University of Delhi, Delhi, 110 007, India
| | - Sandip Das
- Department of Botany, University of Delhi, Delhi, 110 007, India.
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Madritsch S, Burg A, Sehr EM. Comparing de novo transcriptome assembly tools in di- and autotetraploid non-model plant species. BMC Bioinformatics 2021; 22:146. [PMID: 33752598 PMCID: PMC7986043 DOI: 10.1186/s12859-021-04078-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 03/15/2021] [Indexed: 01/15/2023] Open
Abstract
Background Polyploidy is very common in plants and can be seen as one of the key drivers in the domestication of crops and the establishment of important agronomic traits. It can be the main source of genomic repatterning and introduces gene duplications, affecting gene expression and alternative splicing. Since fully sequenced genomes are not yet available for many plant species including crops, de novo transcriptome assembly is the basis to understand molecular and functional mechanisms. However, in complex polyploid plants, de novo transcriptome assembly is challenging, leading to increased rates of fused or redundant transcripts. Since assemblers were developed mainly for diploid organisms, they may not well suited for polyploids. Also, comparative evaluations of these tools on higher polyploid plants are extremely rare. Thus, our aim was to fill this gap and to provide a basic guideline for choosing the optimal de novo assembly strategy focusing on autotetraploids, as the scientific interest in this type of polyploidy is steadily increasing. Results We present a comparison of two common (SOAPdenovo-Trans, Trinity) and one recently published transcriptome assembler (TransLiG) on diploid and autotetraploid species of the genera Acer and Vaccinium using Arabidopsis thaliana as a reference. The number of assembled transcripts was up to 11 and 14 times higher with an increased number of short transcripts for Acer and Vaccinium, respectively, compared to A. thaliana. In diploid samples, Trinity and TransLiG performed similarly good while in autotetraploids, TransLiG assembled most complete transcriptomes with an average of 1916 assembled BUSCOs vs. 1705 BUSCOs for Trinity. Of all three assemblers, SOAPdenovo-Trans performed worst (1133 complete BUSCOs). Conclusion All three assembly tools produced complete assemblies when dealing with the model organism A. thaliana, independently of its ploidy level, but their performances differed extremely when it comes to non-model autotetraploids, where specifically TransLiG and Trinity produced a high number of redundant transcripts. The recently published assembler TransLiG has not been tested yet on any plant organism but showed highest completeness and full-length transcriptomes, especially in autotetraploids. Including such species during the development and testing of new assembly tools is highly appreciated and recommended as many important crops are polyploid. Supplementary Information The online version contains supplementary material available at 10.1186/s12859-021-04078-8.
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Affiliation(s)
- Silvia Madritsch
- AIT Austrian Institute of Technology, Center for Health and Bioresources, Tulln, Austria.,Center for Integrative Bioinformatics Vienna, Max Perutz Labs, University of Vienna, Medical University of Vienna, Vienna, Austria
| | - Agnes Burg
- AIT Austrian Institute of Technology, Center for Health and Bioresources, Tulln, Austria
| | - Eva M Sehr
- AIT Austrian Institute of Technology, Center for Health and Bioresources, Tulln, Austria.
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Nakato N, Masuyama S. Polyploid progeny from triploid hybrids of Phegopteris decursivepinnata (Thelypteridaceae). J Plant Res 2021; 134:195-208. [PMID: 33559786 DOI: 10.1007/s10265-021-01255-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 01/21/2021] [Indexed: 06/12/2023]
Abstract
Phegopteris decursivepinnata includes diploids, tetraploids, and triploid hybrids based on x = 30. We obtained polyploid progeny from triploid hybrids through selfing and crossing experiments. Triploids occasionally formed well-filled spores. The mean occurrence frequencies of well-filled and germinated spores were 2.8% and 0.8%, respectively. Viable spores that succeeded in germinating were regarded as unreduced, triploid spores, because the resulting gametophytes yielded triploid (2n = 86-92) and hexaploid (2n = 170-184) progeny in both isolated and mixed cultures of gametophytes. The triploid and hexaploid progeny likely arose apogamously and sexually, respectively. One of the hexaploid progeny yielded hexaploid sporophytes (2n = 169-180) in the mixed culture of its gametophytes. Artificial crossing between triploid and diploid sporophytes produced tetraploid (2n = 116, 120) and pentaploid (2n = 145-150) progeny that likely arose through the mating of 3x gametes from the triploid with both 1x and 2x gametes from the diploid, respectively. Unreduced spore formation was confirmed in diploid sporophytes. The tetraploid progeny formed viable spores at a frequency of 63-75%. Triploid hybrids of this species are thus expected to produce new triploids, tetraploids, and hexaploids in nature. The wide range of variation in chromosome numbers of hexaploid progeny suggests that viable spores from parental triploid hybrids had unreduced chromosomes, whose numbers, however, deviated considerably from those of the hybrids. This chromosome deviation of viable spores may result from errant movements of chromatids of univalents when unreduced dyads form in meiosis. Downward chromosome deviation from the chromosome number of the parental hybrids may affect the developmental progress of viable spores more tolerantly than upward chromosome deviation.
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Affiliation(s)
- Narumi Nakato
- , Narahashi 1-363, Higashiyamato, Tokyo, 207-0031, Japan.
| | - Shigeo Masuyama
- Department of Mathematics and Natural Sciences, College of Arts and Sciences, Tokyo Woman's Christian University, Tokyo, 167-8585, Japan
- , Imaya-kamicho 32-32, Kashiwa, Chiba, 277-0074, Japan
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García-Fortea E, García-Pérez A, Gimeno-Páez E, Martínez-López M, Vilanova S, Gramazio P, Prohens J, Plazas M. Ploidy Modification for Plant Breeding Using In Vitro Organogenesis: A Case in Eggplant. Methods Mol Biol 2021; 2264:197-206. [PMID: 33263912 DOI: 10.1007/978-1-0716-1201-9_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The use of antimitotic agents such as colchicine has been common to obtain polyploid organisms. However, this approach entails certain problems, from its toxicity to the operators for being carcinogenic compounds to the instability of the individuals obtained, and the consequent reversion to its original ploidy because the individuals obtained in most cases are chimeric. In vitro culture allows taking advantage of the full potential offered by the cellular totipotence of plant organisms. Based on this, we present a new in vitro culture protocol to obtain polyploid organisms using zeatin riboside (ZR) and eggplant as a model organism. Flow cytometry is used to identify tetraploid regenerants. The regeneration of whole plants from the appropriate tissues using ZR allowed developing polyploid individuals in eggplant, a crop that tends to be recalcitrant to in vitro organogenesis. Thanks to the use of the polysomatic pattern of the explants, we have been able to develop a methodology that allows to obtain stable non-chimeric polyploid individuals from organogenic processes.
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Affiliation(s)
- Edgar García-Fortea
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Ana García-Pérez
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Esther Gimeno-Páez
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Marina Martínez-López
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Santiago Vilanova
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Pietro Gramazio
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
| | - Jaime Prohens
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain.
| | - Mariola Plazas
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Valencia, Spain
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35
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Zhang Z, Meng F, Sun P, Yuan J, Gong K, Liu C, Wang W, Wang X. An updated explanation of ancestral karyotype changes and reconstruction of evolutionary trajectories to form Camelina sativa chromosomes. BMC Genomics 2020; 21:705. [PMID: 33045990 PMCID: PMC7549213 DOI: 10.1186/s12864-020-07081-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 09/18/2020] [Indexed: 11/20/2022] Open
Abstract
Background Belonging to lineage I of Brassicaceae, Camelina sativa is formed by two hybridizations of three species (three sub-genomes). The three sub-genomes were diverged from a common ancestor, likely derived from lineage I (Ancestral Crucifer karyotype, ACK). The karyotype evolutionary trajectories of the C. sativa chromosomes are currently unknown. Here, we managed to adopt a telomere-centric theory proposed previously to explain the karyotype evolution in C. sativa. Results By characterizing the homology between A. lyrata and C. sativa chromosomes, we inferred ancestral diploid karyotype of C. sativa (ADK), including 7 ancestral chromosomes, and reconstructed the evolutionary trajectories leading to the formation of extant C. sativa genome. The process involved 2 chromosome fusions. We found that sub-genomes Cs-G1 and Cs-G2 may share a closer common ancestor than Cs-G3. Together with other lines of evidence from Arabidopsis, we propose that the Brassicaceae plants, even the eudicots, follow a chromosome fusion mechanism favoring end-end joining of different chromosomes, rather than a mechanism favoring the formation circular chromosomes and nested chromosome fusion preferred by the monocots. Conclusions The present work will contribute to understanding the formation of C. sativa chromosomes, providing insight into Brassicaceae karyotype evolution.
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Affiliation(s)
- Zhikang Zhang
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Fanbo Meng
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Pengchuan Sun
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Jiaqing Yuan
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China
| | - Ke Gong
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Chao Liu
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Weijie Wang
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China.
| | - Xiyin Wang
- School of Life Sciences, North China University of Science and Technology, Tangshan, 063210, Hebei, China. .,Institute for Genomics and Bio-Big-Data, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China.
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Dacus D, Riforgiate E, Wallace NA. β-HPV 8E6 combined with TERT expression promotes long-term proliferation and genome instability after cytokinesis failure. Virology 2020; 549:32-38. [PMID: 32818730 DOI: 10.1016/j.virol.2020.07.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 07/28/2020] [Accepted: 07/29/2020] [Indexed: 11/25/2022]
Abstract
Human papillomavirus (HPV) is a family of viruses divided into five genera: alpha, beta, gamma, mu, and nu. There is an ongoing discussion about whether beta genus HPVs (β-HPVs) contribute to cutaneous squamous cell carcinoma (cSCC). The data presented here add to this conversation by determining how a β-HPV E6 protein (β-HPV 8E6) alters the cellular response to cytokinesis failure. Specifically, cells were observed after cytokinesis failure was induced by dihydrocytochalasin B (H2CB). β-HPV 8E6 attenuated the immediate toxicity associated with H2CB but did not promote long-term proliferation after H2CB. Immortalization by telomerase reverse transcriptase (TERT) activation also rarely allowed cells to sustain proliferation after H2CB exposure. In contrast, TERT expression combined with β-HPV 8E6 expression allowed cells to proliferate for months following cytokinesis failure. However, this continued proliferation comes with genome destabilizing consequences. Cells that survived H2CB-induced cytokinesis failure suffered from changes in ploidy.
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Affiliation(s)
- Dalton Dacus
- Division of Biology, Kansas State University, Manhattan, KS, USA
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37
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Correr FH, Hosaka GK, Barreto FZ, Valadão IB, Balsalobre TWA, Furtado A, Henry RJ, Carneiro MS, Margarido GRA. Differential expression in leaves of Saccharum genotypes contrasting in biomass production provides evidence of genes involved in carbon partitioning. BMC Genomics 2020; 21:673. [PMID: 32993494 PMCID: PMC7526157 DOI: 10.1186/s12864-020-07091-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 09/22/2020] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND The development of biomass crops aims to meet industrial yield demands, in order to optimize profitability and sustainability. Achieving these goals in an energy crop like sugarcane relies on breeding for sucrose accumulation, fiber content and stalk number. To expand the understanding of the biological pathways related to these traits, we evaluated gene expression of two groups of genotypes contrasting in biomass composition. RESULTS First visible dewlap leaves were collected from 12 genotypes, six per group, to perform RNA-Seq. We found a high number of differentially expressed genes, showing how hybridization in a complex polyploid system caused extensive modifications in genome functioning. We found evidence that differences in transposition and defense related genes may arise due to the complex nature of the polyploid Saccharum genomes. Genotypes within both biomass groups showed substantial variability in genes involved in photosynthesis. However, most genes coding for photosystem components or those coding for phosphoenolpyruvate carboxylases (PEPCs) were upregulated in the high biomass group. Sucrose synthase (SuSy) coding genes were upregulated in the low biomass group, showing that this enzyme class can be involved with sucrose synthesis in leaves, similarly to sucrose phosphate synthase (SPS) and sucrose phosphate phosphatase (SPP). Genes in pathways related to biosynthesis of cell wall components and expansins coding genes showed low average expression levels and were mostly upregulated in the high biomass group. CONCLUSIONS Together, these results show differences in carbohydrate synthesis and carbon partitioning in the source tissue of distinct phenotypic groups. Our data from sugarcane leaves revealed how hybridization in a complex polyploid system resulted in noticeably different transcriptomic profiles between contrasting genotypes.
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Affiliation(s)
- Fernando Henrique Correr
- Department of Genetics, University of São Paulo, "Luiz de Queiroz" College of Agriculture, Av Pádua Dias, 11, Piracicaba, 13400-970, Brazil
| | - Guilherme Kenichi Hosaka
- Department of Genetics, University of São Paulo, "Luiz de Queiroz" College of Agriculture, Av Pádua Dias, 11, Piracicaba, 13400-970, Brazil
| | - Fernanda Zatti Barreto
- Department of Biotechnology, Vegetal and Animal Production, Federal University of São Carlos, Center of Agricultural Sciences, Rodovia Anhanguera, km 174, Araras, 13600-970, Brazil
| | - Isabella Barros Valadão
- Department of Biotechnology, Vegetal and Animal Production, Federal University of São Carlos, Center of Agricultural Sciences, Rodovia Anhanguera, km 174, Araras, 13600-970, Brazil
| | - Thiago Willian Almeida Balsalobre
- Department of Biotechnology, Vegetal and Animal Production, Federal University of São Carlos, Center of Agricultural Sciences, Rodovia Anhanguera, km 174, Araras, 13600-970, Brazil
| | - Agnelo Furtado
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, 4072, Australia
| | - Robert James Henry
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, 4072, Australia
| | - Monalisa Sampaio Carneiro
- Department of Biotechnology, Vegetal and Animal Production, Federal University of São Carlos, Center of Agricultural Sciences, Rodovia Anhanguera, km 174, Araras, 13600-970, Brazil
| | - Gabriel Rodrigues Alves Margarido
- Department of Genetics, University of São Paulo, "Luiz de Queiroz" College of Agriculture, Av Pádua Dias, 11, Piracicaba, 13400-970, Brazil.
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Martins LF, Hilbig CC, Yasui GS, Monzani PS, Senhorini JA, Nakaghi LSO, do Nascimento NF. Return temperature after heat shock affects the production of tetraploids in the yellowtail tetra Astyanax altiparanae. ZYGOTE 2021; 29:82-6. [PMID: 32969784 DOI: 10.1017/S096719942000043X] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The aim of this study was to evaluate different post-shock temperatures for tetraploid induction in the yellowtail tetra Astyanax altiparanae. Newly fertilized eggs were divided into four groups, three were submitted to heat shock (40°C for 2 min) at 24 min post-fertilization (mpf) and another group remained without shock (control). Groups submitted to temperature shock were further separated at the following temperatures: 22°C, 26°C and 28°C. Survival among embryonic development was counted and at hatching the ploidy was analyzed by flow cytometry. The results showed that the post-shock temperature affects the parameters analyzed and, therefore, must be considered for optimization of the production of tetraploid in A. altiparanae. Those data are innovative and could be used in future studies of basic biology in this species.
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Kinosian SP, Pearse WD, Wolf PG. Cryptic diversity in the model fern genus Ceratopteris (Pteridaceae). Mol Phylogenet Evol 2020; 152:106938. [PMID: 32791300 DOI: 10.1016/j.ympev.2020.106938] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 07/23/2020] [Accepted: 08/06/2020] [Indexed: 11/28/2022]
Abstract
Cryptic species are present throughout the tree of life. They are especially prevalent in ferns, because of processes such hybridization, polyploidy, and reticulate evolution. In addition, the simple morphology of ferns limits phenotypic variation and makes it difficult to detect cryptic species. The model fern genus Ceratopteris has long been suspected to harbor cryptic diversity, in particular within the highly polymorphic C. thalictroides. Yet no studies have included samples from throughout its pan-tropical range or utilized genomic sequencing, making it difficult to assess the full extent of cryptic variation within this genus. Here, we present the first multilocus phylogeny of the genus using reduced representation genomic sequencing (RADseq) and examine population structure, phylogenetic relationships, and ploidy level variation. We recover similar species relationships found in previous studies, find support for the cryptic species C. gaudichaudii as genetically distinct, and identify novel genomic variation within two of the mostly broadly distributed species in the genus, C. thalictroides and C. cornuta. Finally, we detail the utility of our approach for working on cryptic, reticulate groups of ferns. Specifically, it does not require a reference genome, of which there are very few available for ferns. RADseq is a cost-effective way to work with study groups lacking genomic resources, and to obtain the thousands of nuclear markers needed to untangle species complexes.
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Affiliation(s)
- Sylvia P Kinosian
- Ecology Center and Department of Biology, Utah State University, Logan, UT 84322, USA.
| | - William D Pearse
- Ecology Center and Department of Biology, Utah State University, Logan, UT 84322, USA; Department of Life Sciences, Imperial College London, Silwood Park, Ascot, Berkshire SL5 7PY, UK
| | - Paul G Wolf
- Department of Biological Sciences, University of Alabama in Huntsville, Hunstville, AL 35899, USA
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Naya Y, Matsunaga T, Shimizu Y, Takahashi E, Shima F, Endoh M, Fujimoto T, Arai K, Yamaha E. Developmental potential of somatic and germ cells of hybrids between Carassius auratus females and Hemigrammocypris rasborella males. ZYGOTE 2020; 28:470-81. [PMID: 32772964 DOI: 10.1017/S0967199420000349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The cause of hybrid sterility and inviability has not been analyzed in the fin-fish hybrid, although large numbers of hybridizations have been carried out. In this study, we produced allo-diploid hybrids by cross-fertilization between female goldfish (Carassius auratus) and male golden venus chub (Hemigrammocypris rasborella). Inviability of these hybrids was due to breakage of the enveloping layer during epiboly or due to malformation with serious cardiac oedema around the hatching stage. Spontaneous allo-triploid hybrids with two sets of the goldfish genome and one set of the golden venus chub genome developed normally and survived beyond the feeding stage. This improved survival was confirmed by generating heat-shock-induced allo-triploid hybrids that possessed an extra goldfish genome. When inviable allo-diploid hybrid cells were transplanted into goldfish host embryos at the blastula stage, these embryos hatched normally, incorporating the allo-diploid cells. These allo-diploid hybrid cells persisted, and were genetically detected in a 6-month-old fish. In contrast, primordial germ cells taken from allo-diploid hybrids and transplanted into goldfish hosts at the blastula stage had disappeared by 10 days post-fertilization, even under chimeric conditions. In allo-triploid hybrid embryos, germ cells proliferated in the gonad, but had disappeared by 10 weeks post-fertilization. These results showed that while hybrid germ cells are inviable even in chimeric conditions, hybrid somatic cells remain viable.
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Coulton A, Edwards KJ. AutoCloner: automatic homologue-specific primer design for full-gene cloning in polyploids. BMC Bioinformatics 2020; 21:311. [PMID: 32677889 PMCID: PMC7364506 DOI: 10.1186/s12859-020-03601-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 06/11/2020] [Indexed: 12/02/2022] Open
Abstract
Background Polyploid organisms such as wheat complicate even the simplest of procedures in molecular biology. Whilst knowledge of genomic sequences in crops is increasing rapidly, the scientific community is still a long way from producing a full pan-genome for every species. Polymerase chain reaction and Sanger sequencing therefore remain widely used as methods for characterizing gene sequences in many varieties of crops. High sequence similarity between genomes in polyploids means that if primers are not homeologue-specific via the incorporation of a SNP at the 3’ tail, sequences other than the target sequence will also be amplified. Current consensus for gene cloning in wheat is to manually perform many steps in a long bioinformatics pipeline. Results Here we present AutoCloner (www.autocloner.com), a fully automated pipeline for crop gene cloning that includes a free-to-use web interface for users. AutoCloner takes a sequence of interest from the user and performs a basic local alignment search tool (BLAST) search against the genome assembly for their particular polyploid crop. Homologous sequences are then compiled with the input sequence into a multiple sequence alignment which is mined for single-nucleotide polymorphisms (SNPs). Various combinations of potential primers that cover the entire gene of interest are then created and evaluated by Primer3; the set of primers with the highest score, as well as all possible primers at every SNP location, are then returned to the user for polymerase chain reaction (PCR). We have successfully used AutoCloner to clone various genes of interest in the Apogee wheat variety, which has no current genome sequence. In addition, we have successfully run the pipeline on ~ 80,000 high-confidence gene models from a wheat genome assembly. Conclusion AutoCloner is the first tool to fully-automate primer design for gene cloning in polyploids, where previously the consensus within the wheat community was to perform this process manually. The web interface for AutoCloner provides a simple and effective polyploid primer-design method for gene cloning, with no need for researchers to download software or input any other details other than their sequence of interest.
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Affiliation(s)
- Alexander Coulton
- Biological Sciences Department, The University of Bristol, 24 Tyndall Avenue, Bristol, BS8 1TQ, UK.
| | - Keith J Edwards
- Biological Sciences Department, The University of Bristol, 24 Tyndall Avenue, Bristol, BS8 1TQ, UK
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Guan J, Garcia DF, Zhou Y, Appels R, Li A, Mao L. The Battle to Sequence the Bread Wheat Genome: A Tale of the Three Kingdoms. Genomics Proteomics Bioinformatics 2020; 18:221-229. [PMID: 32561470 PMCID: PMC7801200 DOI: 10.1016/j.gpb.2019.09.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 08/15/2019] [Accepted: 10/23/2019] [Indexed: 02/06/2023]
Abstract
In the year 2018, the world witnessed the finale of the race to sequence the genome of the world's most widely grown crop, the common wheat. Wheat has been known to bear a notoriously large and complicated genome of a polyploidy nature. A decade competition to sequence the wheat genome initiated with a single consortium of multiple countries, taking a conventional strategy similar to that for sequencing Arabidopsis and rice, became ferocious over time as both sequencing technologies and genome assembling methodologies advanced. At different stages, multiple versions of genome sequences of the same variety (e.g., Chinese Spring) were produced by several groups with their special strategies. Finally, 16 years after the rice genome was finished and 9 years after that of maize, the wheat research community now possesses its own reference genome. Armed with these genomics tools, wheat will reestablish itself as a model for polyploid plants in studying the mechanisms of polyploidy evolution, domestication, genetic and epigenetic regulation of homoeolog expression, as well as defining its genetic diversity and breeding on the genome level. The enhanced resolution of the wheat genome should also help accelerate development of wheat cultivars that are more tolerant to biotic and/or abiotic stresses with better quality and higher yield.
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Affiliation(s)
- Jiantao Guan
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Diego F Garcia
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yun Zhou
- Collaborative Innovation Center of Crop Stress Biology & Institute of Plant Stress Biology, School of Life Science, Henan University, Kaifeng 475004, China
| | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, La Trobe University, Melbourne, VIC 3083, Australia
| | - Aili Li
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Long Mao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
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Manimekalai R, Suresh G, Govinda Kurup H, Athiappan S, Kandalam M. Role of NGS and SNP genotyping methods in sugarcane improvement programs. Crit Rev Biotechnol 2020; 40:865-880. [PMID: 32508157 DOI: 10.1080/07388551.2020.1765730] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Sugarcane (Saccharum spp.) is one of the most economically significant crops because of its high sucrose content and it is a promising biomass feedstock for biofuel production. Sugarcane genome sequencing and analysis is a difficult task due to its heterozygosity and polyploidy. Long sequence read technologies, PacBio Single-Molecule Real-Time (SMRT) sequencing, the Illumina TruSeq, and the Oxford Nanopore sequencing could solve the problem of genome assembly. On the applications side, next generation sequencing (NGS) technologies played a major role in the discovery of single nucleotide polymorphism (SNP) and the development of low to high throughput genotyping platforms. The two mainstream high throughput genotyping platforms are the SNP microarray and genotyping by sequencing (GBS). This paper reviews the NGS in sugarcane genomics, genotyping methodologies, and the choice of these methods. Array-based SNP genotyping is robust, provides consistent SNPs, and relatively easier downstream data analysis. The GBS method identifies large scale SNPs across the germplasm. A combination of targeted GBS and array-based genotyping methods should be used to increase the accuracy of genomic selection and marker-assisted breeding.
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Affiliation(s)
- Ramaswamy Manimekalai
- Crop Improvement Division, ICAR - Sugarcane Breeding Institute, Indian Council of Agricultural Research (ICAR), Coimbatore, Tamil Nadu, India
| | - Gayathri Suresh
- Crop Improvement Division, ICAR - Sugarcane Breeding Institute, Indian Council of Agricultural Research (ICAR), Coimbatore, Tamil Nadu, India
| | - Hemaprabha Govinda Kurup
- Crop Improvement Division, ICAR - Sugarcane Breeding Institute, Indian Council of Agricultural Research (ICAR), Coimbatore, Tamil Nadu, India
| | - Selvi Athiappan
- Crop Improvement Division, ICAR - Sugarcane Breeding Institute, Indian Council of Agricultural Research (ICAR), Coimbatore, Tamil Nadu, India
| | - Mallikarjuna Kandalam
- Business Development, Asia Pacific Japan region, Thermo Fisher Scientific, Waltham, MA, USA
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Wang Y, Nie F, Shahid MQ, Baloch FS. Molecular footprints of selection effects and whole genome duplication (WGD) events in three blueberry species: detected by transcriptome dataset. BMC Plant Biol 2020; 20:250. [PMID: 32493212 PMCID: PMC7268529 DOI: 10.1186/s12870-020-02461-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Accepted: 05/24/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND Both selection effects and whole genome duplication played very important roles in plant speciation and evolution, and to decipher the corresponding molecular footprint has always been a central task of geneticists. Vaccinium is species rich genus that comprised of about 450 species, and blueberry is one of the most important species of Vaccinium genus, which is gaining popularity because of high healthful value. In this article, we aimed to decipher the molecular footprints of natural selection on the single copy genes and WGD events occur in the evolutionary history of blueberry species. RESULTS We identified 30,143, 29,922 and 28,891 putative protein coding sequences from 45,535, 42,914 and 43,630 unigenes assembled from the leaves' transcriptome assembly of 19 rabbiteye (T1), 13 southern highbush (T2) and 22 northern highbush (T3) blueberry cultivars. A total of 17, 21 and 27 single copy orthologs were found to undergone positive selection in T1 versus T2, T1 versus T3, and T2 versus T3, respectively, and these orthologs were enriched in metabolic pathways including "Terpenoid backbone biosynthesis", "Valine, leucine and isoleucine biosynthesis", "Butanoate metabolism", "C5-Branched dibasic acid metabolism" "Pantothenate and CoA biosynthesis". We also detected significant molecular footprints of a recent (about 9.04 MYA), medium (about 43.44 MYA) and an ancient (about 116.39 MYA) WGD events that occurred in the evolutionary history of three blueberry species. CONCLUSION Some important functional genes revealed positive selection effect in blueberry. At least three rounds of WGD events were detected in the evolutionary history of blueberry species. Our work provides insights about the genetic mechanism of adaptive evolution in blueberry and species radiation of Vaccinium in short geological scale time.
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Affiliation(s)
- Yunsheng Wang
- College of Health and Life Science, Kaili University, Kaili City, 556011 Guizhou Province China
| | - Fei Nie
- Biological institute of Guizhou Province, Guiyang City, 556000 Guizhou Province China
| | - Muhammad Qasim Shahid
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, 510642 China
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou, 510642 China
- College of Agriculture, South China Agricultural University, Guangzhou, 510642 Guangdong Province China
| | - Faheem Shehzad Baloch
- Department of Field Crops, Faculty of Agricultural and Natural Sciences, Abant İzzet Baysal University, Bolu, Turkey
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Iwakami S, Tanigaki S, Uchino A, Ozawa Y, Tominaga T, Wang GX. Characterization of the acetolactate synthase gene family in sensitive and resistant biotypes of two tetraploid Monochoria weeds, M. vaginalis and M. korsakowii. Pestic Biochem Physiol 2020; 165:104506. [PMID: 32359553 DOI: 10.1016/j.pestbp.2019.12.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 11/26/2019] [Accepted: 12/03/2019] [Indexed: 05/27/2023]
Abstract
Monochoria vaginalis and M. korsakowii are allotetraploid noxious weeds in rice cultivation. Occurrences of resistance to acetolactate synthase (ALS)-inhibiting herbicides have been reported in these weeds in Japan since the 1990s. The existence of multiple copies of ALS genes in both species has hindered and complicated the detailed study of molecular mechanisms in them. To determine the copy number and full-length of ALS genes in both species, we first amplified partial sequences of ALS genes and separated them by cloning. Five and three distinct sequences were identified in M. vaginalis and M. korsakowii, respectively. RACE and TAIL PCR successfully isolated full-length ALS genes, revealing that one copy of ALS genes in both species is a pseudogene formed by a frameshift mutation. Interestingly, one of the four putative functional ALS genes in M. vaginalis contains an intron in the 3'-untranslated region. Amplification and sequencing of the full-length ALS genes in sensitive and suspected resistant lines revealed a non-synonymous point mutation at codon Pro197, resulting in amino acid substitutions (Leu, Ser, or Ala) well known to endow ALS inhibitor resistance. Importantly, codon Pro197 of the M. korsakowii pseudogene encodes leucine (Leu) both in resistant and sensitive plants, which is also known to confer ALS inhibitor resistance when ALS genes are functional. Dose responses to imazosulfuron of the lines analyzed for ALS genes were in agreement with the existence of the mutations. These results suggest that some caution is needed when diagnosing molecular resistance in M. korsakowii. The information of copy number and full-length sequences will help diagnose ALS resistance and make a basis for the study of the evolution of ALS resistance in Monochoria spp.
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Affiliation(s)
- Satoshi Iwakami
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan.
| | - Shinji Tanigaki
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Akira Uchino
- Central Region Agricultural Research Center, National Agriculture and Food Research Organization, Anou-cho Kusawa 360, Tsu 514-2392, Japan
| | - Yuriko Ozawa
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Tohru Tominaga
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Guang-Xi Wang
- Faculty of Agriculture, Department of Environmental Bioscience, Tenpaku-ku Shiogamaguchi 1-501, Meijo University, Nagoya 468-8502, Japan
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Wang T, Hu J, Ma X, Li C, Yang Q, Feng S, Li M, Li N, Song X. Identification, evolution and expression analyses of whole genome-wide TLP gene family in Brassica napus. BMC Genomics 2020; 21:264. [PMID: 32228446 PMCID: PMC7106719 DOI: 10.1186/s12864-020-6678-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Accepted: 03/13/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Brassica is a very important genus of Brassicaceae, including many important oils, vegetables, forage crops, and ornamental horticultural plants. TLP family genes play important regulatory roles in the growth and development of plants. Therefore, this study used a bioinformatics approach to conduct the systematic comparative genomics analysis of TLP gene family in B. napus and other three important Brassicaceae crops. RESULTS Here, we identified a total of 29 TLP genes from B. napus genome, and they distributed on 16 chromosomes of B. napus. The evolutionary relationship showed that these genes could be divided into six groups from Group A to F. We found that the gene corresponding to Arabidopsis thaliana AT1G43640 was completely lost in B. rapa, B. oleracea and B. napus after whole genome triplication. The gene corresponding to AT1G25280 was retained in all the three species we analysed, belonging to 1:3:6 ratios. Our analyses suggested that there was a selective loss of some genes that might be redundant after genome duplication. This study proposed that the TLP genes in B. napus did not directly expansion compared with its diploid parents B. rapa, and B. oleracea. Instead, an indirect expansion of TLP gene family occurred in its two diploid parents. In addition, the study further utilized RNA-seq to detect the expression pattern of TLP genes between different tissues and two subgenomes. CONCLUSIONS This study systematically conducted the comparative analyses of TLP gene family in B. napus, discussed the loss and expansion of genes after genome duplication. It provided rich gene resources for exploring the molecular mechanism of TLP gene family. Meanwhile, it provided guidance and reference for the research of other gene families in B. napus.
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Affiliation(s)
- Tong Wang
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Jingjing Hu
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Xiao Ma
- Library, North China University of Science and Technology, Tangshan, 063210, Hebei, China
| | - Chunjin Li
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Qihang Yang
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Shuyan Feng
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Miaomiao Li
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China
| | - Nan Li
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China.
| | - Xiaoming Song
- College of Life Sciences, North China University of Science and Technology, 21 Bohai Road, Caofeidian Xincheng, Tangshan, 063210, Hebei, China.
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Abstract
Polyploids generated by natural whole genome duplication have served as a dynamic force in vertebrate evolution. As evidence for evolution, polyploid organisms exist generally, however there have been no reports of polyploid organisms in mammals. In mice, polyploid embryos under normal culture conditions normally develop to the blastocyst stage. Nevertheless, most tetraploid embryos degenerate after implantation, indicating that whole genome duplication produces harmful effects on normal development in mice. Most previous research on polyploidy has mainly focused on tetraploid embryos. Analysis of various ploidy outcomes is important to comprehend the effects of polyploidization on embryo development. The purpose of this present study was to discover the extent of the polyploidization effect on implantation and development in post-implantation embryos. This paper describes for the first time an octaploid embryo implanted in mice despite hyper-polyploidization, and indicates that these mammalian embryos have the ability to implant, and even develop, despite the harmfulness of extreme whole genome duplication.
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Zeng D, Guan J, Luo J, Zhao L, Li Y, Chen W, Zhang L, Ning S, Yuan Z, Li A, Zheng Y, Mao L, Liu D, Hao M. A transcriptomic view of the ability of nascent hexaploid wheat to tolerate aneuploidy. BMC Plant Biol 2020; 20:97. [PMID: 32131739 PMCID: PMC7057484 DOI: 10.1186/s12870-020-2309-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 02/24/2020] [Indexed: 05/15/2023]
Abstract
BACKGROUND In contrast to most animal species, polyploid plant species are quite tolerant of aneuploidy. Here, the global transcriptome of four aneuploid derivatives of a synthetic hexaploid wheat line was acquired, with the goal of characterizing the relationship between gene copy number and transcript abundance. RESULTS For most of the genes mapped to the chromosome involved in aneuploidy, the abundance of transcripts reflected the gene copy number. Aneuploidy had a greater effect on the strength of transcription of genes mapped to the chromosome present in a noneuploid dose than on that of genes mapped elsewhere in the genome. Overall, changing the copy number of one member of a homeologous set had little effect on the abundance of transcripts generated from the set of homeologs as a whole, consistent with the tolerance of aneuploidy exhibited by allopolyploids, whether in the form of a chromosomal deficit (monosomy) or chromosomal excess (trisomy). CONCLUSIONS Our findings shed new light on the genetic regulation of homeoallele transcription and contribute to a deeper understanding of allopolyploid genome evolution, with implications for the breeding of polyploid crops.
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Affiliation(s)
- Deying Zeng
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Jiantao Guan
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jiangtao Luo
- Crop Research Institute, Sichuan Academy of Agricultural Science, Chengdu, 610066, Sichuan, China
| | - Laibin Zhao
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Yazhou Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Wenshuai Chen
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Lianquan Zhang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Shunzong Ning
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Zhongwei Yuan
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Aili Li
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Youliang Zheng
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Long Mao
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Dengcai Liu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China
| | - Ming Hao
- Triticeae Research Institute, Sichuan Agricultural University at Chengdu, Wenjiang, 611130, Sichuan, China.
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Akiyama R, Milosavljevic S, Leutenegger M, Shimizu-Inatsugi R. Trait-dependent resemblance of the flowering phenology and floral morphology of the allo polyploid Cardamine flexuosa to those of the parental diploids in natural habitats. J Plant Res 2020; 133:147-155. [PMID: 31925575 PMCID: PMC7026219 DOI: 10.1007/s10265-019-01164-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Accepted: 12/08/2019] [Indexed: 05/24/2023]
Abstract
Allopolyploids possess complete sets of genomes derived from different parental species and exhibit a range of variation in various traits. Reproductive traits may play a key role in the reproductive isolation between allopolyploids and their parental species, thus affecting the thriving of allopolyploids. However, empirical data, especially in natural habitats, comparing reproductive trait variation between allopolyploids and their parental species remain rare. Here, we documented the flowering phenology and floral morphology of the allopolyploid wild plant Cardamine flexuosa and its diploid parents C. amara and C. hirsuta in their native range in Switzerland. The flowering of C. flexuosa started at an intermediate time compared with those of the parents and the flowering period of C. flexuosa overlapped with those of the parents. Cardamine flexuosa resembled C. hirsuta in the size of flowers and petals and the length/width ratio of petals, while it resembled C. amara in the length/width ratio of flowers. These results provide empirical evidence of the trait-dependent variation of allopolyploid phenotypes in natural habitats at the local scale. They also suggest that the variation in some reproductive traits in C. flexuosa is associated with self-fertilization. Therefore, it is helpful to consider the mating system in furthering the understanding of the processes that may have shaped trait variation in polyploids in nature.
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Affiliation(s)
- Reiko Akiyama
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrase 190, 8057, Zurich, Switzerland
| | - Stefan Milosavljevic
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrase 190, 8057, Zurich, Switzerland
| | - Matthias Leutenegger
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrase 190, 8057, Zurich, Switzerland
| | - Rie Shimizu-Inatsugi
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrase 190, 8057, Zurich, Switzerland.
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Bararyenya A, Olukolu BA, Tukamuhabwa P, Grüneberg WJ, Ekaya W, Low J, Ochwo-Ssemakula M, Odong TL, Talwana H, Badji A, Kyalo M, Nasser Y, Gemenet D, Kitavi M, Mwanga ROM. Genome-wide association study identified candidate genes controlling continuous storage root formation and bulking in hexaploid sweetpotato. BMC Plant Biol 2020; 20:3. [PMID: 31898489 PMCID: PMC6941292 DOI: 10.1186/s12870-019-2217-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 12/23/2019] [Indexed: 05/16/2023]
Abstract
BACKGROUND Continuous storage root formation and bulking (CSRFAB) in sweetpotato is an important trait from agronomic and biological perspectives. Information about the molecular mechanisms underlying CSRFAB traits is lacking. RESULTS Here, as a first step toward understanding the genetic basis of CSRFAB in sweetpotato, we performed a genome-wide association study (GWAS) using phenotypic data from four distinct developmental stages and 33,068 single nucleotide polymorphism (SNP) and insertion-deletion (indel) markers. Based on Bonferroni threshold (p-value < 5 × 10- 7), we identified 34 unique SNPs that were significantly associated with the complex trait of CSRFAB at 150 days after planting (DAP) and seven unique SNPs associated with discontinuous storage root formation and bulking (DCSRFAB) at 90 DAP. Importantly, most of the loci associated with these identified SNPs were located within genomic regions (using Ipomoea trifida reference genome) previously reported for quantitative trait loci (QTL) controlling similar traits. Based on these trait-associated SNPs, 12 and seven candidate genes were respectively annotated for CSRFAB and DCSRFAB traits. Congruent with the contrasting and inverse relationship between discontinuous and continuous storage root formation and bulking, a DCSRFAB-associated candidate gene regulates redox signaling, involved in auxin-mediated lateral root formation, while CSRFAB is enriched for genes controlling growth and senescence. CONCLUSION Candidate genes identified in this study have potential roles in cell wall remodeling, plant growth, senescence, stress, root development and redox signaling. These findings provide valuable insights into understanding the functional networks to develop strategies for sweetpotato yield improvement. The markers as well as candidate genes identified in this pioneering research for CSRFAB provide important genomic resources for sweetpotato and other root crops.
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Affiliation(s)
- Astère Bararyenya
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda.
- Institut des Sciences Agronomiques du Burundi, Avenue de la Cathédrale - B.P. 795, Bujumbura, Burundi.
| | - Bode A Olukolu
- Department of Entomology and Plant Pathology, University of Tennessee, Knoxville, TN, 37996-4560, USA
| | - Phinehas Tukamuhabwa
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Wolfgang J Grüneberg
- International Potato Center (CIP), Avenida La Molina 1895, La Molina Apartado Postal, 1558, Lima, Peru
| | - Wellington Ekaya
- International Livestock Research Institute, ILRI Campus, Naivasha Rd, Nairobi, 30709-00100, Kenya
| | - Jan Low
- International Potato Center (CIP), Regional office sub-Sahara Africa, P.O. Box 25171-00603, Nairobi, Kenya
| | - Mildred Ochwo-Ssemakula
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Thomas L Odong
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Herbert Talwana
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Arfang Badji
- Department of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Martina Kyalo
- International Livestock Research Institute, ILRI Campus, Naivasha Rd, Nairobi, 30709-00100, Kenya
| | - Yao Nasser
- International Livestock Research Institute, ILRI Campus, Naivasha Rd, Nairobi, 30709-00100, Kenya
| | - Dorcus Gemenet
- International Potato Center (CIP), Regional office sub-Sahara Africa, P.O. Box 25171-00603, Nairobi, Kenya
| | - Mercy Kitavi
- International Potato Center (CIP), Regional office sub-Sahara Africa, P.O. Box 25171-00603, Nairobi, Kenya
| | - Robert O M Mwanga
- International Potato Center (CIP), Plot 47, Ntinda II Road, P.O. Box 22274, Kampala, Uganda
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