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Rahman H, Vikram P, Hu Y, Asthana S, Tanaji A, Suryanarayanan P, Quadros C, Mehta L, Shahid M, Gkanogiannis A, Thushar S, Balazadeh S, Mueller-Roeber B, Becerra Lopez-Lavalle LA, Wei T, Singh RK. Mining genomic regions associated with agronomic and biochemical traits in quinoa through GWAS. Sci Rep 2024; 14:9205. [PMID: 38649738 PMCID: PMC11035704 DOI: 10.1038/s41598-024-59565-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 04/12/2024] [Indexed: 04/25/2024] Open
Abstract
Quinoa (Chenopodium quinoa Willd.), an Andean crop, is a facultative halophyte food crop recognized globally for its high nutritional value and plasticity to adapt to harsh conditions. We conducted a genome-wide association study on a diverse set of quinoa germplasm accessions. These accessions were evaluated for the following agronomic and biochemical traits: days to 50% flowering (DTF), plant height (PH), panicle length (PL), stem diameter (SD), seed yield (SY), grain diameter (GD), and thousand-grain weight (TGW). These accessions underwent genotyping-by-sequencing using the DNBSeq-G400R platform. Among all evaluated traits, TGW represented maximum broad-sense heritability. Our study revealed average SNP density of ≈ 3.11 SNPs/10 kb for the whole genome, with the lowest and highest on chromosomes Cq1B and Cq9A, respectively. Principal component analysis clustered the quinoa population in three main clusters, one clearly representing lowland Chilean accessions, whereas the other two groups corresponded to germplasm from the highlands of Peru and Bolivia. In our germplasm set, we estimated linkage disequilibrium decay to be ≈ 118.5 kb. Marker-trait analyses revealed major and consistent effect associations for DTF on chromosomes 3A, 4B, 5B, 6A, 7A, 7B and 8B, with phenotypic variance explained (PVE) as high as 19.15%. Nine associations across eight chromosomes were also found for saponin content with 20% PVE by qSPN5A.1. More QTLs were identified for PL and TGW on multiple chromosomal locations. We identified putative candidate genes in the genomic regions associated with DTF and saponin content. The consistent and major-effect genomic associations can be used in fast-tracking quinoa breeding for wider adaptation across marginal environments.
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Affiliation(s)
- Hifzur Rahman
- International Center for Biosaline Agriculture, Dubai, UAE.
| | - Prashant Vikram
- International Center for Biosaline Agriculture, Dubai, UAE
- SGT University, Gurugram, Haryana, India
| | - Yulan Hu
- BGI-Research, 518083, Shenzhen, China
- BGI Research, 430074, Wuhan, China
| | | | - Abhinav Tanaji
- Birla Institute of Technology and Science Pilani, Dubai Campus, Dubai, UAE
| | | | - Chris Quadros
- Birla Institute of Technology and Science Pilani, Dubai Campus, Dubai, UAE
| | - Lovely Mehta
- International Center for Biosaline Agriculture, Dubai, UAE
| | | | | | | | - Salma Balazadeh
- Institute of Biology Leiden, Sylvius Laboratory, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Bernd Mueller-Roeber
- Department of Molecular Biology, University of Potsdam, Karl-Liebknecht-Straße 24-25, Haus 20, 14476, Potsdam, Germany
| | | | - Tong Wei
- International Center for Biosaline Agriculture, Dubai, UAE.
- BGI-Research, 518083, Shenzhen, China.
- BGI Research, 430074, Wuhan, China.
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Gao Z, He Y. Molecular epigenetic understanding of winter memory in Arabidopsis. PLANT PHYSIOLOGY 2024; 194:1952-1961. [PMID: 37950890 DOI: 10.1093/plphys/kiad597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 10/13/2023] [Accepted: 11/03/2023] [Indexed: 11/13/2023]
Affiliation(s)
- Zheng Gao
- National Key Laboratory of Wheat Improvement, Peking-Tsinghua Center for Life Sciences, School of Advanced Agricultural Sciences, Peking University, Beijing 100871, China
| | - Yuehui He
- National Key Laboratory of Wheat Improvement, Peking-Tsinghua Center for Life Sciences, School of Advanced Agricultural Sciences, Peking University, Beijing 100871, China
- Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agricultural Sciences in Weifang, Shandong 261325, China
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Majee A, Kumari D, Sane VA, Singh RK. Novel roles of HSFs and HSPs, other than relating to heat stress, in temperature-mediated flowering. ANNALS OF BOTANY 2023; 132:1103-1106. [PMID: 37615541 PMCID: PMC10809051 DOI: 10.1093/aob/mcad112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/22/2023] [Indexed: 08/25/2023]
Abstract
The thermotolerant ability of heat shock factors (HSFs) and heat shock proteins (HSPs) in plants has been shown. Recently, focus has been on their function in plant growth and development under non-stress conditions. Their role in flowering has been suggested given that lower levels of HSF/HSPs resulted in altered flowering in Arabidopsis. Genetic and molecular studies of Arabidopsis HSF/HSP mutants advocated an association with temperature-mediated regulation of flowering, but the fundamental genetic mechanism behind this phenomenon remains obscure. Here we outline plausible integration between HSFs/HSPs and temperature-dependent pathways in plants regulating flowering. Moreover, we discuss how similar pathways can be present in thermoperiodic geophytic plants that require ambient high temperatures for flowering induction.
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Affiliation(s)
- Adity Majee
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow 226001, India
| | - Diksha Kumari
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur 176061, HP, India
| | - Vidhu A Sane
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow 226001, India
| | - Rajesh Kumar Singh
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur 176061, HP, India
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Xie K, Guo J, Wang S, Ye W, Sun F, Zhang C, Xi Y. Genome-wide identification, classification, and expression analysis of heat shock transcription factor family in switchgrass (Panicum virgatum L.). PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 201:107848. [PMID: 37392668 DOI: 10.1016/j.plaphy.2023.107848] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 06/13/2023] [Accepted: 06/15/2023] [Indexed: 07/03/2023]
Abstract
Switchgrass is one of the most promising bioenergy crops and is generally cultivated in arid climates and poor soils. Heat shock transcription factors (Hsfs) are key regulators of plant responses to abiotic and biotic stressors. However, their role and mechanism of action in switchgrass have not been elucidated. Hence, this study aimed to identify the Hsf family in switchgrass and understand its functional role in heat stress signal transduction and heat tolerance by using bioinformatics and RT-PCR analysis. Forty-eight PvHsfs were identified and divided into three main classes based on their gene structure and phylogenetic relationships: HsfA, HsfB, and HsfC. The results of the bioinformatics analysis showed a DNA-binding domain (DBD) at the N-terminal in PvHsfs, and they were not evenly distributed on all chromosomes except for chromosomes 8 N and 8 K. Many cis-elements related to plant development, stress responses, and plant hormones were identified in the promoter sequence of each PvHsf. Segmental duplication is the primary force underlying Hsf family expansion in switchgrass. The results of the expression pattern of PvHsfs in response to heat stress showed that PvHsf03 and PvHsf25 might play critical roles in the early and late stages of switchgrass response to heat stress, respectively, and HsfB mainly showed a negative response to heat stress. Ectopic expression of PvHsf03 in Arabidopsis significantly increased the heat resistance of seedlings. Overall, our research lays a notable foundation for studying the regulatory network in response to deleterious environments and for further excavating tolerance genes in switchgrass.
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Affiliation(s)
- Kunliang Xie
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China.
| | - Jinliang Guo
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China
| | - Shaoyu Wang
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China
| | - Wenjie Ye
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China
| | - Fengli Sun
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China
| | - Chao Zhang
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China
| | - Yajun Xi
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Crop Stress Biology for Arid Areas, Yangling, Shaanxi, 712100, China.
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Li Y, Wang C, Guo Q, Song C, Wang X, Guo L, Hou X. Characteristics of PoVIN3, a Key Gene of Vernalization Pathway, Affects Flowering Time. Int J Mol Sci 2022; 23:ijms232214003. [PMID: 36430482 PMCID: PMC9697302 DOI: 10.3390/ijms232214003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/07/2022] [Accepted: 11/08/2022] [Indexed: 11/16/2022] Open
Abstract
The tree peony (Paeonia section Moutan DC.) is the candidate flower in China, with abundant germplasm resources and high ornamental value. However, the short and concentrated flowering period severely restricted the improvement of the economic value of tree peonies. Based on the full-length transcriptome database of tree peonies, the PoVIN3 (GenBank ID: OP341879), involved in the flowering regulation of tree peonies were identified and cloned for the first time. The PoVIN3 was also characterized by bioinformatics methods, quantitative real-time PCR (qRT-PCR), and the establishment of a transgenic system. The expression levels of PoVIN3 in seven different petals developmental stages were the highest at the initial flowering stage of the variant cultivar of Paeonia ostii 'Fengdan,' the initial decay stage of the normal flowering Paeonia ostii 'Fengdan,' and the half opening stage of the late flowering Paeonia suffruticosa 'Lianhe.' Tissue-specific expression analysis showed that the relative expression levels of PoVIN3 were the highest in sepals of both normal flowering Paeonia ostii 'Fengdan' and the late flowering Paeonia suffruticosa 'Lianhe,' and the highest expression was in stamens of early flowering mutant Paeonia ostii 'Fengdan.' In addition, the flowering time of pCAMBIA2300-PoVIN3 transgenic plants was significantly earlier than that of the wild-type, indicating that PoVIN3 could promote plant flowering. The results provide a theoretical basis for exploring the role of PoVIN3 in the regulation of flowering in tree peonies.
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Affiliation(s)
- Yuying Li
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
| | - Can Wang
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
| | - Qi Guo
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
| | - Chengwei Song
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
| | - Xiaohui Wang
- Luoyang Academy of Agriculture and Forestry Sciences, Luoyang 471023, China
| | - Lili Guo
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
| | - Xiaogai Hou
- College of Agronomy/Tree Peony, Henan University of Science and Technology, Luoyang 471023, China
- Correspondence: ; Tel.: +86-136-5387-3065
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Iqbal MZ, Jia T, Tang T, Anwar M, Ali A, Hassan MJ, Zhang Y, Tang Q, Peng Y. A Heat Shock Transcription Factor TrHSFB2a of White Clover Negatively Regulates Drought, Heat and Salt Stress Tolerance in Transgenic Arabidopsis. Int J Mol Sci 2022; 23:12769. [PMID: 36361560 PMCID: PMC9654841 DOI: 10.3390/ijms232112769] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/19/2022] [Accepted: 10/10/2022] [Indexed: 11/15/2023] Open
Abstract
Heat shock transcription factors (HSF) are divided into classes A, B and C. Class A transcription factors are generally recognized as transcriptional activators, while functional characterization of class B and C heat shock transcription factors have not been fully developed in most plant species. We isolated and characterized a novel HSF transcription factor gene, TrHSFB2a (a class B HSF) gene, from the drought stress-sensitive forage crop species, white clover (Trifolium repens). TrHSFB2a was highly homologous to MtHSFB2b, CarHSFB2a, AtHSFB2b and AtHSFB2a. The expression of TrHSFB2a was strongly induced by drought (PEG6000 15% w/v), high temperature (35 °C) and salt stresses (200 mM L-1 NaCl) in white clover, while subcellular localization analysis showed that it is a nuclear protein. Overexpression of the white clover gene TrHSFB2a in Arabidopsis significantly reduced fresh and dry weight, relative water contents (RWC), maximum photosynthesis efficiency (Fv/Fm) and performance index on the absorption basis (PIABS), while it promoted leaf senescence, relative electrical conductivity (REC) and the contents of malondialdehyde (MDA) compared to a wild type under drought, heat and salt stress conditions of Arabidopsis plants. The silencing of its native homolog (AtHSFB2a) by RNA interference in Arabidopsis thaliana showed opposite trends by significantly increasing fresh and dry weights, RWC, maximum photosynthesis efficiency (Fv/Fm) and performance index on the absorption basis (PIABS) and reducing REC and MDA contents under drought, heat and salt stress conditions compared to wild type Arabidopsis plants. These phenotypic and physiological indicators suggested that the TrHSFB2a of white clover functions as a negative regulator of heat, salt and drought tolerance. The bioinformatics analysis showed that TrHSFB2a contained the core B3 repression domain (BRD) that has been reported as a repressor activator domain in other plant species that might repress the activation of the heat shock-inducible genes required in the stress tolerance process in plants. The present study explores one of the potential causes of drought and heat sensitivity in white clover that can be overcome to some extent by silencing the TrHSFB2a gene in white clover.
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Affiliation(s)
- Muhammad Zafar Iqbal
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Tong Jia
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Tao Tang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Muhammad Anwar
- Guangdong Key Laboratory of Plant Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, China
| | - Asif Ali
- Key Laboratory of Southwest Crop Genetic Resources and Genetic Improvement, Ministry of Education, Rice Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Muhammad Jawad Hassan
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Youzhi Zhang
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
| | - Qilin Tang
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Yan Peng
- College of Grassland Science and Technology, Sichuan Agricultural University, Chengdu 611130, China
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