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Ma X, Feng L, Tao A, Zenda T, He Y, Zhang D, Duan H, Tao Y. Identification and validation of seed dormancy loci and candidate genes and construction of regulatory networks by WGCNA in maize introgression lines. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2023; 136:259. [PMID: 38038768 DOI: 10.1007/s00122-023-04495-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/26/2023] [Indexed: 12/02/2023]
Abstract
KEY MESSAGE Seventeen PHS-QTLs and candidate genes were obtained, including eleven major loci, three under multiple environments and two with co-localization by the other mapping methods; The functions of three candidate genes were validated using mutants; nine target proteins and five networks were filtered by joint analysis of GWAS and WGCNA. Seed dormancy (SD) and pre-harvest sprouting (PHS) affect yield, as well as grain and hybrid quality in seed production. Therefore, identification of genetic and regulatory pathways underlying PHS and SD is key to gene function analysis, allelic variation mining and genetic improvement. In this study, 78,360 SNPs by SLAF-seq of 230 maize chromosome segment introgression lines (ILs), PHS under five environments were used to conduct GWAS (genome wide association study) (a threshold of 1/n), and seventeen unreported PHS QTLs were obtained, including eleven QTLs with PVE > 10% and three QTLs under multiple environments. Two QTL loci were co-located between the other two genetic mapping methods. Using differential gene expression analyses at two stages of grain development, gene functional analysis of Arabidopsis mutants, and gene functional analysis in the QTL region, seventeen PHS QTL-linked candidate genes were identified, and their five molecular regulatory networks constructed. Based on the Arabidopsis T-DNA mutations, three candidate genes were shown to regulate for SD and PHS. Meanwhile, using RNA-seq of grain development, the weighted correlation network analysis (WGCNA) was performed, deducing five regulatory pathways and target genes that regulate PHS and SD. Based on the conjoint analysis of GWAS and WGCNA, four pathways, nine target proteins and target genes were revealed, most of which regulate cell wall metabolism, cell proliferation and seed dehydration tolerance. This has important theoretical and practical significance for elucidating the genetic basis of maize PHS and SD, as well as mining of genetic resources and genetic improvement of traits.
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Affiliation(s)
- Xiaolin Ma
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Liqing Feng
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Anyan Tao
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Tinashe Zenda
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Yuan He
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Daxiao Zhang
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China
| | - Huijun Duan
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China.
| | - Yongsheng Tao
- State Key Laboratory of North China Crop Improvement and Regulation, North China Key Laboratory for Crop Germplasm Resources of the Education Ministry, College of Agronomy, Hebei Agricultural University, Baoding, 071001, China.
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Naamala J, Subramanian S, Msimbira LA, Smith DL. Effect of NaCl stress on exoproteome profiles of Bacillus amyloliquefaciens EB2003A and Lactobacillus helveticus EL2006H. Front Microbiol 2023; 14:1206152. [PMID: 37700863 PMCID: PMC10493332 DOI: 10.3389/fmicb.2023.1206152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 07/31/2023] [Indexed: 09/14/2023] Open
Abstract
Salt stress can affect survival, multiplication and ability of plant growth promoting microorganisms to enhance plant growth. Changes in a microbe's proteome profile is one of the mechanisms employed by PGPM to enhance tolerance of salt stress. This study was focused on understanding changes in the exoproteome profile of Bacillus amyloliquefaciens EB2003A and Lactobacillus helveticus EL2006H when exposed to salt stress. The strains were cultured in 100 mL M13 (B. amyloliquefaciens) and 100 mL De man, Rogosa and Sharpe (MRS) (L. helveticus) media, supplemented with 200 and 0 mM NaCl (control), at pH 7.0. The strains were then incubated for 48 h (late exponential growth phase), at 120 rpm and 30 (B. amyloliquefaciens) and 37 (L. helveticus) °C. The microbial cultures were then centrifuged and filtered sterilized, to obtain cell free supernatants whose proteome profiles were studied using LC-MS/MS analysis and quantified using scaffold. Results of the study revealed that treatment with 200 mM NaCl negatively affected the quantity of identified proteins in comparison to the control, for both strains. There was upregulation and downregulation of some proteins, even up to 100%, which resulted in identification of proteins significantly unique between the control or 200 mM NaCl (p ≤ 0.05), for both microbial species. Proteins unique to 200 mM NaCl were mostly those involved in cell wall metabolism, substrate transport, oxidative stress tolerance, gene expression and DNA replication and repair. Some of the identified unique proteins have also been reported to enhance plant growth. In conclusion, based on the results of the work described here, PGPM alter their exoproteome profile when exposed to salt stress, potentially upregulating proteins that enhance their tolerance to this stress.
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Affiliation(s)
| | | | | | - Donald L. Smith
- Department of Plant Science, McGill University, Montreal, QC, Canada
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Ding Y, Xing L, Xu J, Jiang T, Tang X, Wang Y, Huang S, Hao W, Zhou X, Zhang Y, Xie CG. Genome-wide exploration of the GDSL-type esterase/lipase gene family in rapeseed reveals several BnGELP proteins active during early seedling development. FRONTIERS IN PLANT SCIENCE 2023; 14:1139972. [PMID: 37008509 PMCID: PMC10050346 DOI: 10.3389/fpls.2023.1139972] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 02/27/2023] [Indexed: 06/19/2023]
Abstract
The Gly-Asp-Ser-Leu (GDSL)-type esterase/lipase proteins (GELP) are one of the most important families of lipolytic enzymes and play prominent roles in seed germination and early seedling establishment through mobilizing the lipids stored in seeds. However, there are no comprehensive studies systematically investigating the GELP gene family in Brassica napus (BnGELP), and their biological significance to these physiological processes are far from understood. In the present study, a total of 240 BnGELP genes were identified in B. napus cultivar "Zhongshuang 11" (ZS11), which is nearly 2.3-fold more GELP genes than in Arabidopsis thaliana. The BnGELP genes clustered into 5 clades based on phylogenetic analysis. Ten BnGELPs were identified through zymogram analysis of esterase activity followed by mass spectrometry, among which five clustered into the clade 5. Gene and protein architecture, gene expression, and cis-element analyses of BnGELP genes in clade 5 suggested that they may play different roles in different tissues and in response to different abiotic stresses. BnGELP99 and BnGELP159 were slightly induced by cold, which may be attributed to two low-temperature responsive cis-acting regulatory elements present in their promoters. An increased activity of esterase isozymes by cold was also observed, which may reflect other cold inducible esterases/lipases in addition to the ten identified BnGELPs. This study provides a systemic view of the BnGELP gene family and offers a strategy for researchers to identify candidate esterase/lipase genes responsible for lipid mobilization during seed germination and early seedling establishment.
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Affiliation(s)
- Yahui Ding
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Liwen Xing
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Jiamin Xu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Teng Jiang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Xiuhua Tang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Yaxuan Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Shuhua Huang
- Hybrid Rapeseed Research Centre of Shaanxi Province, Yangling, China
| | - Wenfang Hao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Xiaona Zhou
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
| | - Yanfeng Zhang
- Hybrid Rapeseed Research Centre of Shaanxi Province, Yangling, China
| | - Chang Gen Xie
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, China
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Honeder SE, Tomin T, Schinagl M, Pfleger R, Hoehlschen J, Darnhofer B, Schittmayer M, Birner‐Gruenberger R. Research Advances Through Activity‐Based Lipid Hydrolase Profiling. Isr J Chem 2023. [DOI: 10.1002/ijch.202200078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Sophie Elisabeth Honeder
- Research and Diagnostic Institute of Pathology Medical University of Graz Stiftingtalstraße 6 8036 Graz Austria
| | - Tamara Tomin
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
| | - Maximilian Schinagl
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
| | - Raphael Pfleger
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
| | - Julia Hoehlschen
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
| | - Barbara Darnhofer
- Core Facility Mass Spectrometry Center for Medical Research Medical University of Graz Neue Stiftingtalstraße 24 8036 Graz Austria
| | - Matthias Schittmayer
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
| | - Ruth Birner‐Gruenberger
- Research and Diagnostic Institute of Pathology Medical University of Graz Stiftingtalstraße 6 8036 Graz Austria
- Institute of Chemical Technologies and Analytics University of Technology Vienna Getreidemarkt 9 1060 Wien Austria
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Zhang H, Mo W, Liao S, Jia Z, Zhang W, Zhang S, Liu Z. Ultrasound promotes germination of aging Pinus tabuliformis seeds is associated with altered lipid metabolism. ULTRASONICS SONOCHEMISTRY 2023; 93:106310. [PMID: 36708697 PMCID: PMC9900612 DOI: 10.1016/j.ultsonch.2023.106310] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 01/08/2023] [Accepted: 01/21/2023] [Indexed: 06/18/2023]
Abstract
Seed germination is an essential biological process for establishing new organisms of higher plants, it is especially significant for those aged seeds stored in gene banks for years. In this study, we investigated ultrasound treatment induced germination for aged Pinus tabuliformis seeds, which has been used in large scale aircraft sowing based afforestation in North China over 30 years' ago without knowing possible mechanisms. We showed certain strength of ultrasound could increase the germination rate of aged seeds for about 3 times compare with control. Interestingly, although our transcriptome and lipidome analysis showed the differences between control and ultrasound treatments can be observed 1 day after germination by partial least squares discriminant analysis (PLSDA) analysis, majority (75 % or 69 %) of the significantly altered genes or lipids were commonly shared between them. Further analysis for the commonly altered lipids between both treatments showed ultrasound provoked the variations of lipids during germination process. Our investigation also revealed large amount of ultrasound-related genes and lipids that might be involved in germination promotion process. We hypothesis ultrasound provokes seed lipidome which further increases seed germination of Pinus tabuliformis. Our study provides new insides into the role of ultrasound induced lipidome change in seed germination. Moreover, we provide a new method to improve germination of aged seeds which might benefit preservation of seeds in gene banks.
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Affiliation(s)
- Huahai Zhang
- College of Forestry, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Weiyi Mo
- College of Forestry, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Shaoming Liao
- State-owned HouZhenZi Ecological Experimental Forest Farm of ZhouZhi County, Shaanxi 710000, China
| | - Zhongtao Jia
- Key Laboratory of Plant-Soil Interactions, MOE, College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, China
| | - Wenjie Zhang
- Pu'er Institute of Pu-erh Tea, Yunnan 665000, China
| | - Shuoxin Zhang
- College of Forestry, Northwest A&F University, Yangling, Shaanxi 712100, China; Qinling National Forest Ecosystem Research Station, Yangling, Shaanxi 712100, China.
| | - Zhaojun Liu
- Microelement Research Center, College of Resources & Environment, Huazhong Agricultural University, Wuhan 430070, China.
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Identification of Two GDSL-Type Esterase/Lipase Genes Related to Tissue-Specific Lipolysis in Dendrobium catenatum by Multi-Omics Analysis. LIFE (BASEL, SWITZERLAND) 2022; 12:life12101563. [PMID: 36294998 PMCID: PMC9604673 DOI: 10.3390/life12101563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 10/04/2022] [Accepted: 10/07/2022] [Indexed: 11/04/2022]
Abstract
Dendrobium catenatum is an important herb and widely cultivated in China. GDSL-Type Esterase/Lipase proteins (GELPs) are widely distributed in plants and play crucial roles in stress responses, plant growth, and development. However, no identification or functional analysis of GELPs was reported in D. catenatum. This study identifies 52 GELPs in D. catenatum genome, which is classified into four groups by phylogenetic analysis. Four conservative blocks (Ser-Gly-Asn-His) are found in most GELP domains. Transcriptome analysis reveals the expression profiles of GELPs in different organs and flowering phases. Co-expression analysis of the transcriptome and lipidome identifies a GELP gene, Dca016600, that positively correlates with 23 lipids. The purified Dca016600 protein shows the optimum pH is active from 8.0 to 8.5, and the optimum temperature is active from 30 °C to 40 °C. The kinetic study provides Vmax (233.43 μmol·min-1·mg-1) and Km (1.49 mM) for substrate p-nitrophenyl palmitate (p-NPP). Integrated analysis of the transcriptome and proteome identifies a GELP gene, Dca005399, which is specially induced by freezing. Interestingly, Dca005399 shows high expression in symbiotic germination seeds and sepals. This study provides new insights into the function of D. catenatum GELPs in plant development and stress tolerance.
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Peng L, Lu H, Chen J, Wu Z, Xiao Z, Qing X, Song J, Wang Z, Zhao J. Characteristics of Seed Vigor in Rice Varieties with Different Globulin Accumulations. Int J Mol Sci 2022; 23:ijms23179717. [PMID: 36077115 PMCID: PMC9456403 DOI: 10.3390/ijms23179717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 08/22/2022] [Accepted: 08/25/2022] [Indexed: 11/16/2022] Open
Abstract
Seed vigor of rice is an important trait for direct seeding. The objective of this study was to reveal the relationship between globulin and seed vigor, and then to explore a method for evaluating seed vigor. Several rice varieties with different levels of 52 kDa globulin accumulation were used to compare seed vigor under normal and aged conditions. Results showed that varieties with high globulin accumulation obtained significantly higher seed vigor, measured by germination percentage and germination index, compared with those varieties with low globulin accumulation under normal and aged conditions. Meanwhile, a significantly higher accumulation of reactive oxygen species (ROS) was observed in the early germinating seeds of varieties with high globulin accumulation compared to those varieties with low globulin accumulation under normal and aged conditions. Collectively, the globulin content could be applied in the evaluation of seed vigor, which contributes to the selection of rice varieties for direct seeding.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jia Zhao
- Correspondence: (Z.W.); or (J.Z.)
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Daga P, Dalmia A, Vaishnav SR, Tumaney AW. Lipidome analysis and metabolite profiling of fixed oils from selected spices. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Dolui AK, Latha M, Vijayaraj P. Activity-based Protein Profiling of Serine Hydrolase Superfamily Enzymes. Bio Protoc 2022; 12:e4356. [PMID: 35434188 PMCID: PMC8983155 DOI: 10.21769/bioprotoc.4356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 10/15/2021] [Accepted: 01/25/2022] [Indexed: 12/29/2022] Open
Abstract
Activity-based protein profiling (ABPP) is a chemoproteomics platform to assess the functional state of enzymes in complex biological systems. Over the two decades, ABPP has emerged from a gel-based to gel-free platform, for in-depth proteome analysis with enhanced resolution, sensitivity for target detection, and discovery of small molecule inhibitors. The gel-free format of ABPP coupled with advanced mass spectrometry is highly sensitive and provides more comprehensive knowledge for the targeted enzyme family than the gel-based method. ABPP strategy is applied across microbe, plant, and animal models. It can be performed both in vitro and in vivo studies, and there is no limitation on sample origin. Here, we report an ultrasensitive, gel-free format of ABPP called active site peptide profiling. This protocol describes the identification of authentic functional proteins, by tagging their active sites in a native biological system. It is high throughput in nature and helps enrich even low abundance functional proteins. Since protein identification is virtually based on a single peptide, the identified peptide should be a unique peptide to identify its parent protein. It can be performed in a facile manner and offers to consolidate identification of protein targets as well as the site of probe modification. We have validated this approach using a fluorophosphonate (FP) serine hydrolase probe in the native proteome of the cereal crop Oryza sativa. Graphic abstract: Serine hydrolase active site peptide profiling.
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Affiliation(s)
- Achintya Kumar Dolui
- Lipid and Nutrition Laboratory, Department of Lipid Science, Council of Scientific and Industrial Research-Central Food Technological Research Institute, Mysore, Karnataka 570020, India
,Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
| | - Mahadev Latha
- Lipid and Nutrition Laboratory, Department of Lipid Science, Council of Scientific and Industrial Research-Central Food Technological Research Institute, Mysore, Karnataka 570020, India
,Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
| | - Panneerselvam Vijayaraj
- Lipid and Nutrition Laboratory, Department of Lipid Science, Council of Scientific and Industrial Research-Central Food Technological Research Institute, Mysore, Karnataka 570020, India
,Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
,
*For correspondence:
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Shen G, Sun W, Chen Z, Shi L, Hong J, Shi J. Plant GDSL Esterases/Lipases: Evolutionary, Physiological and Molecular Functions in Plant Development. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11040468. [PMID: 35214802 PMCID: PMC8880598 DOI: 10.3390/plants11040468] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 01/02/2022] [Accepted: 02/04/2022] [Indexed: 05/14/2023]
Abstract
GDSL esterases/lipases (GELPs), present throughout all living organisms, have been a very attractive research subject in plant science due mainly to constantly emerging properties and functions in plant growth and development under both normal and stressful conditions. This review summarizes the advances in research on plant GELPs in several model plants and crops, including Arabidopsis, rice, maize and tomato, while focusing on the roles of GELPs in regulating plant development and plant-environment interactions. In addition, the possible regulatory network and mechanisms of GELPs have been discussed.
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Zhao J, He Y, Huang S, Wang Z. Advances in the Identification of Quantitative Trait Loci and Genes Involved in Seed Vigor in Rice. FRONTIERS IN PLANT SCIENCE 2021; 12:659307. [PMID: 34335643 PMCID: PMC8316977 DOI: 10.3389/fpls.2021.659307] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 03/22/2021] [Indexed: 05/08/2023]
Abstract
Seed vigor is a complex trait, including the seed germination, seedling emergence, and growth, as well as seed storability and stress tolerance, which is important for direct seeding in rice. Seed vigor is established during seed development, and its level is decreased during seed storage. Seed vigor is influenced by genetic and environmental factors during seed development, storage, and germination stages. A lot of factors, such as nutrient reserves, seed dying, seed dormancy, seed deterioration, stress conditions, and seed treatments, will influence seed vigor during seed development to germination stages. This review highlights the current advances on the identification of quantitative trait loci (QTLs) and regulatory genes involved in seed vigor at seed development, storage, and germination stages in rice. These identified QTLs and regulatory genes will contribute to the improvement of seed vigor by breeding, biotechnological, and treatment approaches.
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