1
|
Kannababu N, Nanjundappa S, Narayanan N, Vetriventhan M, Venkateswarlu R, Das IK, Srikanth A, Viswanath A, Singh S, Malipatil R, Satyavathi TC, Thirunavukkarasu N. Role of functional genes for seed vigor related traits through genome-wide association mapping in finger millet (Eleusine coracana L. Gaertn.). Sci Rep 2025; 15:5569. [PMID: 39955329 PMCID: PMC11830018 DOI: 10.1038/s41598-025-89315-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 02/04/2025] [Indexed: 02/17/2025] Open
Abstract
Finger millet (Eleusine coracana (L.) Gaertn.) is a calcium-rich, nutritious and resilient crop that thrives even in harsh environmental conditions. In such ecologies, seed longevity and seedling vigor are crucial for sustainable crop production amid climate change. The current study explores the genetics of accelerated aging on seed longevity traits across 221 diverse accessions of finger millet through genome-wide association approach (GWAS). A significant variation was identified in germination percentage, germination rate indices, mean germination time, seedling vigor indices and dry weight upon aging treatment. GWAS model from 11,832 high-quality SNPs identified through Genotyping-by-Sequencing (GBS) approach produced 491 marker-trait associations (MTAs) for 27 traits, of which 54 were FDR-corrected. A pleiotropic SNP, FM_SNP_9478 identified on chromosome 7B was associated with the traits viz., germination after aging, germination index after aging and their relative measures. Functional annotation revealed DET1 and expansin-A2 influenced seed coat integrity, critical for germination and aging resilience. Probable protein phosphatase 2C3 and piezo-type ion channels contributed to mechanical sensing and stress adaptation in seeds. Beta-amylase and acetyl-CoA carboxylase 2 were identified for seed metabolism and stress response. These insights lay the framework for targeted breeding efforts to improve seed quality and resilience under diverse production conditions.
Collapse
Affiliation(s)
- Netyam Kannababu
- Seed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Sandeep Nanjundappa
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Neha Narayanan
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Mani Vetriventhan
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad, India
| | - Ronda Venkateswarlu
- Biochemistry Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Indra Kanta Das
- Plant Pathology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Arutla Srikanth
- Seed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Aswini Viswanath
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Swati Singh
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Renuka Malipatil
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India
| | - Tara C Satyavathi
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
| | - Nepolean Thirunavukkarasu
- Genomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
| |
Collapse
|
2
|
Zeng W, Shi C, Kong W, Meng Y, Song C, Xu F, Huang H, Deng L, Gao Q, Wang K, Cui M, Ning Y, Xiang H, Wang Q. A P450 superfamily member NtCYP82C4 promotes nicotine biosynthesis in Nicotiana tabacum. Biochem Biophys Res Commun 2024; 739:150550. [PMID: 39181070 DOI: 10.1016/j.bbrc.2024.150550] [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: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 08/27/2024]
Abstract
In plants, cytochrome P450s are monooxygenase that play key roles in the synthesis and degradation of intracellular substances. In tobacco, the majority of studies examining the P450 superfamily have concentrated on the CYP82E subfamily, where multiple family members function as demethylases, facilitating the synthesis of nornicotine. In this study, NtCYP82C4, a tobacco P450 superfamily member, was identified from a gene-edited tobacco mutant that nicotine biosynthesis in tobacco leaves is evidently reduced. Compared to the wild-type plants, the knockout of NtCYP82C4 resulted in a significantly lower nicotine content and biomass in tobacco leaves. Transcriptome and metabolome analyses indicated that the knockout of NtCYP82C4 inhibites secondary metabolic processes in tobacco plants, leading to the accumulation of some important precursors in the nicotine synthesis process, including aspartic acid and nicotinic acid, and increases nitrogen partitioning associated with those processes such as amino acid synthesis and utilization. It is speculated that NtCYP82C4 may function as an important catalase downstream of the nicotine synthesis. Currently, most of the steps and enzymes involved in the nicotine biosynthesis process in tobacco have been elucidated. Here, our study deepens the current understanding of nicotine biosynthesis process and provides new enzyme targets for nicotine synthesis in tobacco plants.
Collapse
Affiliation(s)
- Wanli Zeng
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Chuhan Shi
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China; Graduate School of Chinese Academy of Agricultural Sciences, Beijing, 100081, PR China
| | - Weisong Kong
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Yang Meng
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China; Graduate School of Chinese Academy of Agricultural Sciences, Beijing, 100081, PR China
| | - Chunman Song
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Fangzheng Xu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China
| | - Haitao Huang
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Lele Deng
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Qian Gao
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Kunmiao Wang
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China
| | - Mengmeng Cui
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China
| | - Yang Ning
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China
| | - Haiying Xiang
- Yunnan Academy of Tobacco Science, Kunming, 650106, PR China.
| | - Qian Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266100, PR China.
| |
Collapse
|
3
|
Wang Y, Zhang H, Zhang Z, Hua B, Liu J, Miao M. Source leaves are regulated by sink strengths through non-coding RNAs and alternative polyadenylation in cucumber (Cucumis sativus L.). BMC PLANT BIOLOGY 2024; 24:812. [PMID: 39198785 PMCID: PMC11360537 DOI: 10.1186/s12870-024-05416-7] [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: 11/01/2023] [Accepted: 07/12/2024] [Indexed: 09/01/2024]
Abstract
BACKGROUND The yield of major crops is generally limited by sink capacity and source strength. Cucumber is a typical raffinose family oligosaccharides (RFOs)-transporting crop. Non-coding RNAs and alternative polyadenylation (APA) play important roles in the regulation of growth process in plants. However, their roles on the sink‒source regulation have not been demonstrated in RFOs-translocating species. RESULTS Here, whole-transcriptome sequencing was applied to compare the leaves of cucumber under different sink strength, that is, no fruit-carrying leaves (NFNLs) and fruit-carrying leaves (FNLs) at 12th node from the bottom. The results show that 1101 differentially expressed (DE) mRNAs, 79 DE long non-coding RNAs (lncRNAs) and 23 DE miRNAs were identified, which were enriched in photosynthesis, energy production and conversion, plant hormone signal transduction, starch and carbohydrate metabolism and protein synthesis pathways. Potential co-expression networks like, DE lncRNAs-DE mRNAs/ DE miRNAs-DE mRNAs, and competing endogenous RNA (ceRNA) regulation models (DE lncRNAs-DE miRNAs-DE mRNAs) associated with sink‒source allocation, were constructed. Furthermore, 37 and 48 DE genes, which enriched in MAPK signaling and plant hormone signal transduction pathway, exist differentially APA, and SPS (CsaV3_2G033300), GBSS1 (CsaV3_5G001560), ERS1 (CsaV3_7G029600), PNO1 (CsaV3_3G003950) and Myb (CsaV3_3G022290) may be regulated by both ncRNAs and APA between FNLs and NFNLs, speculating that ncRNAs and APA are involved in the regulation of gene expression of cucumber sink‒source carbon partitioning. CONCLUSIONS These results reveal a comprehensive network among mRNAs, ncRNAs, and APA in cucumber sink-source relationships. Our findings also provide valuable information for further research on the molecular mechanism of ncRNA and APA to enhance cucumber yield.
Collapse
Affiliation(s)
- Yudan Wang
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, 225009, China
| | - Huimin Zhang
- Jiangsu Yanjiang Institute of Agricultural Sciences, Nantong, 226541, China
| | - Zhiping Zhang
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, 225009, China
| | - Bing Hua
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, 225009, China
| | - Jiexia Liu
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, 225009, China
| | - Minmin Miao
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, 225009, China.
- Joint International Research Laboratory of Agriculture and Agri-Product Safety of Ministry of Education of China, Yangzhou University, Yangzhou, 225009, China.
- Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou University, Yangzhou, 225009, China.
| |
Collapse
|
4
|
Shi X, Du J, Wang X, Zhang X, Yan X, Yang Y, Jia H, Zhang S. NtGCN2 confers cadmium tolerance in Nicotiana tabacum L. by regulating cadmium uptake, efflux, and subcellular distribution. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 930:172695. [PMID: 38663613 DOI: 10.1016/j.scitotenv.2024.172695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/08/2024] [Accepted: 04/21/2024] [Indexed: 05/04/2024]
Abstract
General control non-derepressible-2 (GCN2) is widely expressed in eukaryotes and responds to biotic and abiotic stressors. However, the precise function and mechanism of action of GCN2 in response to cadmium (Cd) stress in Nicotiana tabacum L. (tobacco) remains unclear. We investigated the role of NtGCN2 in Cd tolerance and explored the mechanism by which NtGCN2 responds to Cd stress in tobacco by exposing NtGCN2 transgenic tobacco lines to different concentrations of CdCl2. NtGCN2 was activated under 50 μmol·L-1 CdCl2 stress and enhanced the Cd tolerance and photosynthetic capacities of tobacco by increasing chlorophyll content and antioxidant capacity by upregulating NtSOD, NtPOD, and NtCAT expression and corresponding enzyme activities and decreasing malondialdehyde and O2·- contents. NtGCN2 enhanced the osmoregulatory capacity of tobacco by elevating proline (Pro) and soluble sugar contents and maintaining low levels of relative conductivity. Finally, NtGCN2 enhanced Cd tolerance in tobacco by reducing Cd uptake and translocation, promoting Cd efflux, and regulating Cd subcellular distribution. In conclusion, NtGCN2 improves the tolerance of tobacco to Cd through a series of mechanisms, namely, increasing antioxidant, photosynthetic, and osmoregulation capacities and regulating Cd uptake, translocation, efflux, and subcellular distribution. This study provides a scientific basis for further exploration of the role of NtGCN2 in plant responses to Cd stress and enhancement of the Cd stress signaling network in tobacco.
Collapse
Affiliation(s)
- Xiaotian Shi
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Jiao Du
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Xu Wang
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Xiaoquan Zhang
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Xiaoxiao Yan
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Yongxia Yang
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China
| | - Hongfang Jia
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China.
| | - Songtao Zhang
- Key Laboratory of Tobacco Cultivation in Tobacco Industry, National Tobacco Cultivation & Physiology & Biochemistry Research Centre, College of Tobacco Science, Henan Agricultural University, Zhengzhou 450002, Henan, China.
| |
Collapse
|
5
|
Cao J, Li X, Chen L, He M, Lan H. The Developmental Delay of Seedlings With Cotyledons Only Confers Stress Tolerance to Suaeda aralocaspica (Chenopodiaceae) by Unique Performance on Morphology, Physiology, and Gene Expression. FRONTIERS IN PLANT SCIENCE 2022; 13:844430. [PMID: 35734249 PMCID: PMC9208309 DOI: 10.3389/fpls.2022.844430] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 04/19/2022] [Indexed: 06/15/2023]
Abstract
Cotyledons play an important role in seedling establishment, although they may just exist for a short time and become senescent upon the emergence of euphylla. So far, the detailed function of cotyledons has not been well understood. Suaeda aralocaspica is an annual halophyte distributed in cold deserts; its cotyledons could exist for a longer time, even last until maturity, and they must exert a unique function in seedling development. Therefore, in this study, we conducted a series of experiments to investigate the morphological and physiological performances of cotyledons under salt stress at different developmental stages. The results showed that the cotyledons kept growing slowly to maintain the normal physiological activities of seedlings by balancing phytohormone levels, accumulating osmoprotectants and antioxidants, and scavenging reactive oxygen species (ROS). Salt stress activated the expression of osmoprotectant-related genes and enhanced the accumulation of related primary metabolites. Furthermore, differentially expressed transcriptional profiles of the cotyledons were also analyzed by cDNA-AFLP to gain an understanding of cotyledons in response to development and salt stress, and the results revealed a progressive increase in the expression level of development-related genes, which accounted for a majority of the total tested TDFs. Meanwhile, key photosynthetic and important salt stress-related genes also actively responded. All these performances suggest that "big cotyledons" are experiencing a delayed but active developmental process, by which S. aralocaspica may survive the harsh condition of the seedling stage.
Collapse
|
6
|
Mao J, Yuan J, Mo Z, An L, Shi S, Visser RGF, Bai Y, Sun Y, Liu G, Liu H, Wang Q, van der Linden CG. Overexpression of NtCBL5A Leads to Necrotic Lesions by Enhancing Na + Sensitivity of Tobacco Leaves Under Salt Stress. FRONTIERS IN PLANT SCIENCE 2021; 12:740976. [PMID: 34603362 PMCID: PMC8484801 DOI: 10.3389/fpls.2021.740976] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/09/2021] [Indexed: 06/13/2023]
Abstract
Many tobacco (Nicotiana tabacum) cultivars are salt-tolerant and thus are potential model plants to study the mechanisms of salt stress tolerance. The CALCINEURIN B-LIKE PROTEIN (CBL) is a vital family of plant calcium sensor proteins that can transmit Ca2+ signals triggered by environmental stimuli including salt stress. Therefore, assessing the potential of NtCBL for genetic improvement of salt stress is valuable. In our studies on NtCBL members, constitutive overexpression of NtCBL5A was found to cause salt supersensitivity with necrotic lesions on leaves. NtCBL5A-overexpressing (OE) leaves tended to curl and accumulated high levels of reactive oxygen species (ROS) under salt stress. The supersensitivity of NtCBL5A-OE leaves was specifically induced by Na+, but not by Cl-, osmotic stress, or drought stress. Ion content measurements indicated that NtCBL5A-OE leaves showed sensitivity to the Na+ accumulation levels that wild-type leaves could tolerate. Furthermore, transcriptome profiling showed that many immune response-related genes are significantly upregulated and photosynthetic machinery-related genes are significantly downregulated in salt-stressed NtCBL5A-OE leaves. In addition, the expression of several cation homeostasis-related genes was also affected in salt-stressed NtCBL5A-OE leaves. In conclusion, the constitutive overexpression of NtCBL5A interferes with the normal salt stress response of tobacco plants and leads to Na+-dependent leaf necrosis by enhancing the sensitivity of transgenic leaves to Na+. This Na+ sensitivity of NtCBL5A-OE leaves might result from the abnormal Na+ compartmentalization, plant photosynthesis, and plant immune response triggered by the constitutive overexpression of NtCBL5A. Identifying genes and pathways involved in this unusual salt stress response can provide new insights into the salt stress response of tobacco plants.
Collapse
Affiliation(s)
- Jingjing Mao
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
- Graduate School of Chinese Academy of Agricultural Sciences (GSCAAS), Beijing, China
- Department of Plant Breeding, Wageningen University & Research (WUR), Wageningen, Netherlands
- Graduate School of Experimental Plant Sciences, Wageningen University, Wageningen, Netherlands
| | - Jiaping Yuan
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
- School of Life Science and Engineering, Lanzhou University of Technology, Lanzhou, China
| | - Zhijie Mo
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
- Graduate School of Chinese Academy of Agricultural Sciences (GSCAAS), Beijing, China
| | - Lulu An
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
- Graduate School of Chinese Academy of Agricultural Sciences (GSCAAS), Beijing, China
| | - Sujuan Shi
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
- Graduate School of Chinese Academy of Agricultural Sciences (GSCAAS), Beijing, China
| | - Richard G. F. Visser
- Department of Plant Breeding, Wageningen University & Research (WUR), Wageningen, Netherlands
| | - Yuling Bai
- Department of Plant Breeding, Wageningen University & Research (WUR), Wageningen, Netherlands
| | - Yuhe Sun
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
| | - Guanshan Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
| | - Haobao Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
| | - Qian Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Qingdao, China
| | | |
Collapse
|