1
|
Chen Z, Wang P, Bai W, Deng Y, Cheng Z, Su L, Nong L, Liu T, Yang W, Yang X, Liu Z. Quantitative Trait Loci Sequencing and Genetic Mapping Reveal Two Main Regulatory Genes for Stem Color in Wax Gourds. PLANTS (BASEL, SWITZERLAND) 2024; 13:1804. [PMID: 38999643 PMCID: PMC11244448 DOI: 10.3390/plants13131804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 06/06/2024] [Accepted: 06/25/2024] [Indexed: 07/14/2024]
Abstract
Stem color is an important agronomic trait of wax gourds. However, its regulatory genes have not been identified. In this study, 105 inbred lines constructed from two parents (GX-71 and MY-1) were sequenced and quantitative trait loci sequencing was used to mine the genes that regulate stem color in wax gourds. The results identified two quantitative trait loci related to stem color, qSC5 and qSC12, located on Chr05 (11,134,567-16,459,268) and Chr12 (74,618,168-75,712,335), respectively. The qSC5 had a phenotypic variation rate of 36.9% and a maximum limit of detection of 16.9. And the qSC12 had a phenotypic variation rate of 20.9%, and a maximum limit of detection of 11.2. Bch05G003950 (named BchAPRR2) and Bch12G020400 were identified as candidate genes involved in stem color regulation in wax gourds. The chlorophyll content and expression of BchAPRR2 and Bch12G020400 were significantly higher in green-stemmed wax gourds than in white-stemmed ones. Therefore, BchAPRR2 and Bch12G020400 were considered the main and secondary regulatory genes for wax gourd stem color, respectively. Finally, InDel markers closely linked to BchAPRR2 were developed to validate the prediction of wax gourd stem color traits in 55 germplasm lines, with an accuracy of 81.8%. These findings lay the foundation for exploring the genetic regulation of wax gourd stem color and future research on wax gourd breeding.
Collapse
Affiliation(s)
- Zhihao Chen
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Peng Wang
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Wenhui Bai
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Yan Deng
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Zhikui Cheng
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Liwen Su
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Lifeng Nong
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Ting Liu
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Wenrui Yang
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Xiping Yang
- College of Agriculture, Guangxi University, Nanning 530000, China
| | - Zhengguo Liu
- College of Agriculture, Guangxi University, Nanning 530000, China
| |
Collapse
|
2
|
Shmakov NА. Improving the quality of barley transcriptome de novo assembling by using a hybrid approach for lines with varying spike and stem coloration. Vavilovskii Zhurnal Genet Selektsii 2021; 25:30-38. [PMID: 34901701 PMCID: PMC8627909 DOI: 10.18699/vj21.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 01/15/2021] [Accepted: 01/15/2021] [Indexed: 11/19/2022] Open
Abstract
De novo transcriptome assembly is an important stage of RNA-seq data computational analysis. It allows the researchers to obtain the sequences of transcripts presented in the biological sample of interest. The availability of accurate and complete transcriptome sequence of the organism of interest is, in turn, an indispensable condition for further analysis of RNA-seq data. Through years of transcriptomic research, the bioinformatics community has developed a number of assembler programs for transcriptome reconstruction from short reads of RNA-seq libraries. Different assemblers makes it possible to conduct a de novo transcriptome reconstruction and a genome-guided reconstruction. The majority of the assemblers working with RNA-seq data are based on the De Bruijn graph method of sequence reconstruction. However, specif ics of their procedures can vary drastically, as do their results. A number of authors recommend a hybrid approach to transcriptome reconstruction based on combining the results of several assemblers in order to achieve a better transcriptome assembly. The advantage of this approach has been demonstrated in a number of studies, with RNA-seq experiments conducted on the Illumina platform. In this paper, we propose a hybrid approach for creating a transcriptome assembly of the barley Hordeum vulgare isogenic line Bowman and two nearly isogenic lines contrasting in spike pigmentation, based on the results of sequencing on the IonTorrent platform. This approach implements several de novo assemblers: Trinity, Trans-ABySS and rnaSPAdes. Several assembly metrics were examined: the percentage of reference transcripts observed in the assemblies, the percentage of RNA-seq reads involved, and BUSCO scores. It was shown that, based on the summation of these metrics, transcriptome meta-assembly surpasses individual transcriptome assemblies it consists of.
Collapse
Affiliation(s)
- N А Shmakov
- Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia Kurchatov Genomics Center, Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| |
Collapse
|
3
|
Buzdin AV, Patrushev MV, Sverdlov ED. Will Plant Genome Editing Play a Decisive Role in "Quantum-Leap" Improvements in Crop Yield to Feed an Increasing Global Human Population? PLANTS (BASEL, SWITZERLAND) 2021; 10:1667. [PMID: 34451712 PMCID: PMC8398637 DOI: 10.3390/plants10081667] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/04/2021] [Accepted: 08/07/2021] [Indexed: 02/08/2023]
Abstract
Growing scientific evidence demonstrates unprecedented planetary-scale human impacts on the Earth's system with a predicted threat to the existence of the terrestrial biosphere due to population increase, resource depletion, and pollution. Food systems account for 21-34% of global carbon dioxide (CO2) emissions. Over the past half-century, water and land-use changes have significantly impacted ecosystems, biogeochemical cycles, biodiversity, and climate. At the same time, food production is falling behind consumption, and global grain reserves are shrinking. Some predictions suggest that crop yields must approximately double by 2050 to adequately feed an increasing global population without a large expansion of crop area. To achieve this, "quantum-leap" improvements in crop cultivar productivity are needed within very narrow planetary boundaries of permissible environmental perturbations. Strategies for such a "quantum-leap" include mutation breeding and genetic engineering of known crop genome sequences. Synthetic biology makes it possible to synthesize DNA fragments of any desired sequence, and modern bioinformatics tools may hopefully provide an efficient way to identify targets for directed modification of selected genes responsible for known important agronomic traits. CRISPR/Cas9 is a new technology for incorporating seamless directed modifications into genomes; it is being widely investigated for its potential to enhance the efficiency of crop production. We consider the optimism associated with the new genetic technologies in terms of the complexity of most agronomic traits, especially crop yield potential (Yp) limits. We also discuss the possible directions of overcoming these limits and alternative ways of providing humanity with food without transgressing planetary boundaries. In conclusion, we support the long-debated idea that new technologies are unlikely to provide a rapidly growing population with significantly increased crop yield. Instead, we suggest that delicately balanced humane measures to limit its growth and the amount of food consumed per capita are highly desirable for the foreseeable future.
Collapse
Affiliation(s)
- Anton V Buzdin
- The Laboratory of Clinical and Genomic Bioinformatics, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Moscow Region, 141701 Moscow, Russia
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, 117997 Moscow, Russia
| | - Maxim V Patrushev
- Kurchatov Center for Genome Research, National Research Center Kurchatov Institute, 123182 Moscow, Russia
| | - Eugene D Sverdlov
- Kurchatov Center for Genome Research, National Research Center Kurchatov Institute, 123182 Moscow, Russia
- Institute of Molecular Genetics, National Research Center Kurchatov Institute, 123182 Moscow, Russia
| |
Collapse
|
4
|
Taketa S, Hattori M, Takami T, Himi E, Sakamoto W. Mutations in a�Golden2-Like�Gene Cause Reduced Seed Weight in�Barley�albino lemma 1�Mutants. PLANT & CELL PHYSIOLOGY 2021; 62:447-457. [PMID: 33439257 DOI: 10.1093/pcp/pcab001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Accepted: 12/30/2020] [Indexed: 06/12/2023]
Abstract
The albino lemma 1 (alm1) mutants of barley (Hordeum vulgare L.) exhibit obvious chlorophyll-deficient hulls. Hulls are seed-enclosing tissues on the spike, consisting of the lemma and palea. The alm1 phenotype is also expressed in the pericarp, culm nodes and basal leaf sheaths, but leaf blades and awns are normal green. A single recessive nuclear gene controls tissue-specific alm1 phenotypic expression. Positional cloning revealed that the ALM1 gene encodes a Golden 2-like (GLK) transcription factor, HvGLK2, belonging to the GARP subfamily of Myb transcription factors. This finding was validated by genetic evidence indicating that all 10 alm1 mutants studied had a lesion in functionally important regions of HvGLK2, including the three alpha-helix domains, an AREAEAA motif and the GCT box. Transmission electron microscopy revealed that, in lemmas of the alm1.g mutant, the chloroplasts lacked thylakoid membranes, instead of stacked thylakoid grana in wild-type chloroplasts. Compared with wild type, alm1.g plants showed similar levels of leaf photosynthesis but reduced spike photosynthesis by 34%. The alm1.g mutant and the alm1.a mutant showed a reduction in 100-grain weight by 15.8% and 23.1%, respectively. As in other plants, barley has HvGLK2 and a paralog, HvGLK1. In flag leaves and awns, HvGLK2 and HvGLK1 are expressed at moderate levels, but in hulls, HvGLK1 expression was barely detectable compared with HvGLK2. Barley alm1/Hvglk2 mutants exhibit more severe phenotypes than glk2 mutants of other plant species reported to date. The severe alm1 phenotypic expression in multiple tissues indicates that HvGLK2 plays some roles that are nonredundant with HvGLK1.
Collapse
Affiliation(s)
- Shin Taketa
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, 710-0046 Japan
| | - Momoko Hattori
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, 710-0046 Japan
| | - Tsuneaki Takami
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, 710-0046 Japan
| | - Eiko Himi
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, 710-0046 Japan
| | - Wataru Sakamoto
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, 710-0046 Japan
| |
Collapse
|
5
|
Li YY, Han M, Wang RH, Gao MG. Comparative transcriptome analysis identifies genes associated with chlorophyll levels and reveals photosynthesis in green flesh of radish taproot. PLoS One 2021; 16:e0252031. [PMID: 34043661 PMCID: PMC8158985 DOI: 10.1371/journal.pone.0252031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 05/08/2021] [Indexed: 11/19/2022] Open
Abstract
The flesh of the taproot of Raphanus sativus L. is rich in chlorophyll (Chl) throughout the developmental process, which is why the flesh is green. However, little is known about which genes are associated with Chl accumulation in this non-foliar, internal green tissue and whether the green flesh can perform photosynthesis. To determine these aspects, we measured the Chl content, examined Chl fluorescence, and carried out comparative transcriptome analyses of taproot flesh between green-fleshed "Cuishuai" and white-fleshed "Zhedachang" across five developmental stages. Numerous genes involved in the Chl metabolic pathway were identified. It was found that Chl accumulation in radish green flesh may be due to the low expression of Chl degradation genes and high expression of Chl biosynthesis genes, especially those associated with Part Ⅳ (from Protoporphyrin Ⅸ to Chl a). Bioinformatics analysis revealed that differentially expressed genes between "Cuishuai" and "Zhedachang" were significantly enriched in photosynthesis-related pathways, such as photosynthesis, antenna proteins, porphyrin and Chl metabolism, carbon fixation, and photorespiration. Twenty-five genes involved in the Calvin cycle were highly expressed in "Cuishuai". These findings suggested that photosynthesis occurred in the radish green flesh, which was also supported by the results of Chl fluorescence. Our study provides transcriptome data on radish taproots and provides new information on the formation and function of radish green flesh.
Collapse
Affiliation(s)
- Yuan-yuan Li
- Department of Bioengineering, Key Laboratory of Biochemistry and Molecular Biology in Universities of Shandong (Weifang University), Weifang University, Weifang, China
- * E-mail: (Y-yL); (M-gG)
| | - Min Han
- Department of Bioengineering, Key Laboratory of Biochemistry and Molecular Biology in Universities of Shandong (Weifang University), Weifang University, Weifang, China
| | - Rui-hua Wang
- Department of Bioengineering, Key Laboratory of Biochemistry and Molecular Biology in Universities of Shandong (Weifang University), Weifang University, Weifang, China
| | - Ming-gang Gao
- Department of Bioengineering, Key Laboratory of Biochemistry and Molecular Biology in Universities of Shandong (Weifang University), Weifang University, Weifang, China
- * E-mail: (Y-yL); (M-gG)
| |
Collapse
|
6
|
Brazel AJ, Ó'Maoiléidigh DS. Photosynthetic activity of reproductive organs. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:1737-1754. [PMID: 30824936 DOI: 10.1093/jxb/erz033] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 02/07/2019] [Indexed: 05/06/2023]
Abstract
During seed development, carbon is reallocated from maternal tissues to support germination and subsequent growth. As this pool of resources is depleted post-germination, the plant begins autotrophic growth through leaf photosynthesis. Photoassimilates derived from the leaf are used to sustain the plant and form new organs, including other vegetative leaves, stems, bracts, flowers, fruits, and seeds. In contrast to the view that reproductive tissues act only as resource sinks, many studies demonstrate that flowers, fruits, and seeds are photosynthetically active. The photosynthetic contribution to development is variable between these reproductive organs and between species. In addition, our understanding of the developmental control of photosynthetic activity in reproductive organs is vastly incomplete. A further complication is that reproductive organ photosynthesis (ROP) appears to be particularly important under suboptimal growth conditions. Therefore, the topic of ROP presents the community with a challenge to integrate the fields of photosynthesis, development, and stress responses. Here, we attempt to summarize our understanding of the contribution of ROP to development and the molecular mechanisms underlying its control.
Collapse
Affiliation(s)
- Ailbhe J Brazel
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | | |
Collapse
|
7
|
Nurmansyah, Alghamdi SS, Migdadi HM, Farooq M. Morphological and chromosomal abnormalities in gamma radiation-induced mutagenized faba bean genotypes. Int J Radiat Biol 2017; 94:174-185. [PMID: 29185843 DOI: 10.1080/09553002.2018.1409913] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Purpose: This study was conducted to evaluate and compare the influence of gamma radiations on morphological and chromosomal abnormalities in twenty mutagenized faba bean populations, representing first and second generations (M1 and M2) of five faba bean genotypes.Materials and methods: Five faba bean genotypes were exposed at two doses of gamma radiations (25 and 50 Gy). For determining the types of chromosomal aberrations caused by the gamma radiation, mitotic and meiotic cells were isolated from root tips and pollen mother cells, respectively.Results: The M1 generations of the five genotypes varied for sensitivity to gamma radiations, for seedling emergence. The genotype Skah 2 was more sensitive than other genotypes, the order of sensitivity of other genotypes was Misr 3 > ILB 4347 > Hassawi 2 > Hassawi 3. However, seedling emergence of the M2 generations was not as much reduced as that of the M1 generations. Ten different chlorophyll-deficient mutants were identified among the M2 generations. Gamma radiations also caused the development of abnormal leaflets, flowers and pollen grains. The most common types of chromosome aberrations in the mitotic cells were stickiness, laggard and chromosome breaks, whereas the most common types in the meiotic cells were stickiness and disturbed polarity.Conclusion: The gamma radiation decreased the seedling emergence and induced a wide range of morphological and chromosomal abnormalities in faba bean.
Collapse
Affiliation(s)
- Nurmansyah
- Legume Research Group, Plant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Salem S Alghamdi
- Legume Research Group, Plant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Hussein M Migdadi
- Legume Research Group, Plant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Muhammad Farooq
- Legume Research Group, Plant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia.,Department of Agronomy, University of Agriculture, Faisalabad, Pakistan.,Department of Crop Sciences, College of Agricultural and Marine Science, Sultan Qaboos University, Al-Khoud, Oman.,The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia
| |
Collapse
|
8
|
Wang R, Yang F, Zhang XQ, Wu D, Tan C, Westcott S, Broughton S, Li C, Zhang W, Xu Y. Characterization of a Thermo-Inducible Chlorophyll-Deficient Mutant in Barley. FRONTIERS IN PLANT SCIENCE 2017; 8:1936. [PMID: 29184561 PMCID: PMC5694490 DOI: 10.3389/fpls.2017.01936] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Accepted: 10/27/2017] [Indexed: 06/01/2023]
Abstract
Leaf color is an important trait for not only controlling crop yield but also monitoring plant status under temperature stress. In this study, a thermo-inducible chlorophyll-deficient mutant, named V-V-Y, was identified from a gamma-radiated population of the barley variety Vlamingh. The leaves of the mutant were green under normal growing temperature but turned yellowish under high temperature in the glasshouse experiment. The ratio of chlorophyll a and chlorophyll b in the mutant declined much faster in the first 7-9 days under heat treatment. The leaves of V-V-Y turned yellowish but took longer to senesce under heat stress in the field experiment. Genetic analysis indicated that a single nuclear gene controlled the mutant trait. The mutant gene (vvy) was mapped to the long arm of chromosome 4H between SNP markers 1_0269 and 1_1531 with a genetic distance of 2.2 cM and a physical interval of 9.85 Mb. A QTL for grain yield was mapped to the same interval and explained 10.4% of the yield variation with a LOD score of 4. This QTL is coincident with the vvy gene interval that is responsible for the thermo-inducible chlorophyll-deficient trait. Fine mapping, based on the barley reference genome sequence, further narrowed the vvy gene to a physical interval of 0.428 Mb with 11 annotated genes. This is the first report of fine mapping a thermo-inducible chlorophyll-deficient gene in barley.
Collapse
Affiliation(s)
- Rong Wang
- Hubei Collaborative Innovation Centre for Grain Industry and Hubei Key Laboratory of Waterlogging Disaster and Agriculture Use of Wetland, College of Agriculture, Yangtze University, Jingzhou, China
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
| | - Fei Yang
- Department of Genetics and Cell Biology, Yangtze University, Jingzhou, China
| | - Xiao-Qi Zhang
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
- Western Australian Agricultural Biotechnology Centre, Murdoch University, Murdoch, WA, Australia
| | - Dianxin Wu
- Hubei Collaborative Innovation Centre for Grain Industry and Hubei Key Laboratory of Waterlogging Disaster and Agriculture Use of Wetland, College of Agriculture, Yangtze University, Jingzhou, China
- Institute of Nuclear Agricultural Science, Zhejiang University, Hangzhou, China
| | - Cong Tan
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
| | - Sharon Westcott
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
- Agriculture and Food, Department of Primary Industries and Regional Development, South Perth, WA, Australia
| | - Sue Broughton
- Agriculture and Food, Department of Primary Industries and Regional Development, South Perth, WA, Australia
| | - Chengdao Li
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
- Western Australian Agricultural Biotechnology Centre, Murdoch University, Murdoch, WA, Australia
- Agriculture and Food, Department of Primary Industries and Regional Development, South Perth, WA, Australia
| | - Wenying Zhang
- Hubei Collaborative Innovation Centre for Grain Industry and Hubei Key Laboratory of Waterlogging Disaster and Agriculture Use of Wetland, College of Agriculture, Yangtze University, Jingzhou, China
| | - Yanhao Xu
- Hubei Collaborative Innovation Centre for Grain Industry and Hubei Key Laboratory of Waterlogging Disaster and Agriculture Use of Wetland, College of Agriculture, Yangtze University, Jingzhou, China
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, Australia
| |
Collapse
|
9
|
Orlov YL, Baranova AV, Salina EA. Computational plant bioscience at BGRS\SB-2016: introductory note. BMC PLANT BIOLOGY 2016; 16:243. [PMID: 28105950 PMCID: PMC5123298 DOI: 10.1186/s12870-016-0923-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Affiliation(s)
- Yuriy L Orlov
- Institute of Cytology and Genetics SB RAS, Lavrentyeva, 10, 630090, Novosibirsk, Russia.
- Novosibirsk State University, 630090, Novosibirsk, Russia.
| | - Ancha V Baranova
- School of Systems Biology, George Mason University, Fairfax, VA, 22030, USA
| | - Elena A Salina
- Institute of Cytology and Genetics SB RAS, Lavrentyeva, 10, 630090, Novosibirsk, Russia
| |
Collapse
|