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Wang C, Liu D, Han H, Chai S, Li S, Wu Y, Li Y, Ma Z, Zhang L, Gao X, Feng B, Yang P. Dynamic QTL mapping reveals the genetic architecture of stem diameter across developmental stages in foxtail millet. PLANTA 2025; 261:70. [PMID: 40014161 DOI: 10.1007/s00425-025-04640-1] [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: 10/28/2024] [Accepted: 02/05/2025] [Indexed: 02/28/2025]
Abstract
MAIN CONCLUSION Dynamic QTL analysis identified the key QTL qSD-9-1 and candidate genes SiGPI8, SiCesA5 and SiNPC1 associated with the developmental stages of foxtail millet stem diameter. Abstact. Stem diameter (SD) is a critical agronomic trait influencing lodging and yield in foxtail millet, yet its potential in selective breeding remains under-explored. Additionally, limited research has examined the dynamics of SD across various developmental stages. To address this gap, this study utilized two RIL populations (F8), RYRIL and JYRIL, comprising 215 and 224 lines, respectively. Dynamic QTL analysis of SD traits was conducted in two distinct environments, encompassing five developmental stages, to comprehensively investigate the genetic architecture of SD. Results revealed that the hB2 values for SD ranged from 60.19% to 82.51%, peaking during the maturity stage in both populations. A total of 26 unconditional and 16 conditional QTLs were identified, explaining 1.09-17.99% and 3.10-16.55% of the phenotypic variations, respectively. Notably, qSD-9-1 was consistently detected in both unconditional and conditional QTL mappings across the two populations, accounting for 1.66-17.99% of phenotypic variation. Phenotype-genotype association analysis within the bin marker interval of qSD-9-1 revealed significant differences in SD among RIL lines carrying parental genotypes. Furthermore, by predicting candidate genes within the physical interval of qSD-9-1 and integrating phenotype-haplotype association analysis, SiGPI8, SiCesA5 and SiNPC1 were identified as key candidate genes potentially regulating SD. This study advances our understanding of the genetic basis of SD in foxtail millet and provides a theoretical foundation for marker-assisted selection (MAS) in breeding lodging-resistant varieties.
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Affiliation(s)
- Chuanxing Wang
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Delong Liu
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Huibing Han
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Shaohua Chai
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Shiru Li
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Yongjiang Wu
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Yujie Li
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Zhixiu Ma
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Liyuan Zhang
- Chifeng Institute of Agriculture and Animal Husbandry Science, Chifeng, 024000, China
| | - Xiaoli Gao
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Baili Feng
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China
| | - Pu Yang
- College of Agriculture, Northwest A&F University/State Key Laboratory of Crop Stress Biology in Arid Areas, Yangling, 712100, China.
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Liú R, Xiāo X, Gōng J, Lǐ J, Yán H, Gě Q, Lú Q, Lǐ P, Pān J, Shāng H, Shí Y, Chén Q, Yuán Y, Gǒng W. Genetic linkage analysis of stable QTLs in Gossypium hirsutum RIL population revealed function of GhCesA4 in fiber development. J Adv Res 2024; 65:33-46. [PMID: 38065406 PMCID: PMC11519737 DOI: 10.1016/j.jare.2023.12.005] [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: 05/31/2023] [Revised: 08/27/2023] [Accepted: 12/02/2023] [Indexed: 02/12/2024] Open
Abstract
INTRODUCTION Upland cotton is an important allotetrapolyploid crop providing natural fibers for textile industry. Under the present high-level breeding and production conditions, further simultaneous improvement of fiber quality and yield is facing unprecedented challenges due to their complex negative correlations. OBJECTIVES The study was to adequately identify quantitative trait loci (QTLs) and dissect how they orchestrate the formation of fiber quality and yield. METHODS A high-density genetic map (HDGM) based on an intraspecific recombinant inbred line (RIL) population consisting of 231 individuals was used to identify QTLs and QTL clusters of fiber quality and yield traits. The weighted gene correlation network analysis (WGCNA) package in R software was utilized to identify WGCNA network and hub genes related to fiber development. Gene functions were verified via virus-induced gene silencing (VIGS) and clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9 strategies. RESULTS An HDGM consisting of 8045 markers was constructed spanning 4943.01 cM of cotton genome. A total of 295 QTLs were identified based on multi-environmental phenotypes. Among 139 stable QTLs, including 35 newly identified ones, seventy five were of fiber quality and 64 yield traits. A total of 33 QTL clusters harboring 74 QTLs were identified. Eleven candidate hub genes were identified via WGCNA using genes in all stable QTLs and QTL clusters. The relative expression profiles of these hub genes revealed their correlations with fiber development. VIGS and CRISPR/Cas9 edition revealed that the hub gene cellulose synthase 4 (GhCesA4, GH_D07G2262) positively regulate fiber length and fiber strength formation and negatively lint percentage. CONCLUSION Multiple analyses demonstrate that the hub genes harbored in the QTLs orchestrate the fiber development. The hub gene GhCesA4 has opposite pleiotropic effects in regulating trait formation of fiber quality and yield. The results facilitate understanding the genetic basis of negative correlation between cotton fiber quality and yield.
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Affiliation(s)
- Ruìxián Liú
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Engineering Research Centre of Cotton, Ministry of Education, College of Agriculture, Xinjiang Agricultural University, 311 Nongda East Road, Urumqi 830052, Xinjiang, China
| | - Xiànghuī Xiāo
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Engineering Research Centre of Cotton, Ministry of Education, College of Agriculture, Xinjiang Agricultural University, 311 Nongda East Road, Urumqi 830052, Xinjiang, China; College of Biotechnology and Food Engineering, Anyang Institute of Technology, Anyang 455000, Henan, China
| | - Jǔwǔ Gōng
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Zhengzhou Research Base, National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Jùnwén Lǐ
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Zhengzhou Research Base, National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Hàoliàng Yán
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China
| | - Qún Gě
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Zhengzhou Research Base, National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Quánwěi Lú
- College of Biotechnology and Food Engineering, Anyang Institute of Technology, Anyang 455000, Henan, China
| | - Péngtāo Lǐ
- College of Biotechnology and Food Engineering, Anyang Institute of Technology, Anyang 455000, Henan, China
| | - Jìngtāo Pān
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China
| | - Hǎihóng Shāng
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Zhengzhou Research Base, National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Zhengzhou University, Zhengzhou 450001, Henan, China
| | - Yùzhēn Shí
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China
| | - Qúanjiā Chén
- Engineering Research Centre of Cotton, Ministry of Education, College of Agriculture, Xinjiang Agricultural University, 311 Nongda East Road, Urumqi 830052, Xinjiang, China.
| | - Yǒulù Yuán
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China; Engineering Research Centre of Cotton, Ministry of Education, College of Agriculture, Xinjiang Agricultural University, 311 Nongda East Road, Urumqi 830052, Xinjiang, China; Zhengzhou Research Base, National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Zhengzhou University, Zhengzhou 450001, Henan, China.
| | - Wànkuí Gǒng
- National Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China.
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Ren P, Ma L, Bao W, Wang J. Genome-Wide Identification and Hormone Response Analysis of the COBL Gene Family in Barley. Genes (Basel) 2024; 15:612. [PMID: 38790240 PMCID: PMC11121046 DOI: 10.3390/genes15050612] [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: 04/05/2024] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Barley (Hordeum vulgare L.), a diverse cereal crop, exhibits remarkable versatility in its applications, ranging from food and fodder to industrial uses. The content of cellulose in barley is significantly influenced by the COBRA genes, which encode the plant glycosylphosphatidylinositol (GPI)-anchored protein (GAP) that plays a pivotal role in the deposition of cellulose within the cell wall. The COBL (COBRA-Like) gene family has been discovered across numerous species, yet the specific members of this family in barley remain undetermined. In this study, we discovered 13 COBL genes within the barley genome using bioinformatics methods, subcellular localization, and protein structure analysis, finding that most of the barley COBL proteins have a signal peptide structure and are localized on the plasma membrane. Simultaneously, we constructed a phylogenetic tree and undertook a comprehensive analysis of the evolutionary relationships. Other characteristics of HvCOBL family members, including intraspecific collinearity, gene structure, conserved motifs, and cis-acting elements, were thoroughly characterized in detail. The assessment of HvCOBL gene expression in barley under various hormone treatments was conducted through qRT-PCR analysis, revealing jasmonic acid (JA) as the predominant hormonal regulator of HvCOBL gene expression. In summary, this study comprehensively identified and analyzed the barley COBL gene family, aiming to provide basic information for exploring the members of the HvCOBL gene family and to propose directions for further research.
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Affiliation(s)
- Panrong Ren
- School of Agriculture and Bioengineering, Longdong University, Qingyang 745000, China; (L.M.); (W.B.)
| | - Liang Ma
- School of Agriculture and Bioengineering, Longdong University, Qingyang 745000, China; (L.M.); (W.B.)
| | - Wei Bao
- School of Agriculture and Bioengineering, Longdong University, Qingyang 745000, China; (L.M.); (W.B.)
| | - Jie Wang
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China;
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Fan CY, Yu XF, Liu YJ, Zeng XX, Luo FW, Wang XT, Yang X, Wang XY, Xue X, Yang LJ, Lei T, Jiang MY, Jiang BB, Gao SP, Li X. Methyl jasmonate regulation of pectin polysaccharides in Cosmos bipinnatus roots: A mechanistic insight into alleviating cadmium toxicity. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 345:123503. [PMID: 38331243 DOI: 10.1016/j.envpol.2024.123503] [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: 10/18/2023] [Revised: 01/16/2024] [Accepted: 02/03/2024] [Indexed: 02/10/2024]
Abstract
Methyl jasmonate (MeJA), a crucial phytohormone, which plays an important role in resistance to Cadmium (Cd) stress. The cell wall (CW) of root system is the main location of Cd and plays a key role in resistance to Cd toxicity. However, the mechanism effect of MeJA on the CW composition and Cd accumulation remain unclear. In this study, the contribution of MeJA in regulating CW structure, pectin composition and Cd accumulation was investigated in Cosmos bipinnatus. Phenotypic results affirm MeJA's significant role in reducing Cd-induced toxicity in C. bipinnatus. Notably, MeJA exerts a dual impact, reducing Cd uptake in roots while increasing Cd accumulation in the CW, particularly bound to pectin. The molecular structure of pectin, mainly uronic acid (UA), correlates positively with Cd content, consistent in HC1 and cellulose, emphasizing UA as pivotal for Cd binding. Furthermore, MeJA modulates pectin methylesterase (PME) activity under Cd stress, influencing pectin's molecular structure and homogalacturonan (HG) content affecting Cd-binding capacity. Chelate-soluble pectin (CSP) within soluble pectins accumulates a substantial Cd proportion, with MeJA regulating both UA content and the minor component 3-deoxy-oct-2-ulosonic acid (Kdo) in CSP. The study delves into the intricate regulation of pectin monosaccharide composition under Cd stress, revealing insights into the CW's physical defense and Cd binding. In summary, this research provides novel insights into MeJA-specific mechanisms alleviating Cd toxicity in C. bipinnatus, shedding light on complex interactions between MeJA, and Cd accumulation in CW pectin polysaccharide.
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Affiliation(s)
- Chun-Yu Fan
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiao-Fang Yu
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China.
| | - Yu-Jia Liu
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiao-Xuan Zeng
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Fu-Wen Luo
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xian-Tong Wang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xuan Yang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiao-Yu Wang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiao Xue
- Triticeae Research Institute of Sichuan Agricultural University, Chengdu, Sichuan, 611130, China
| | - Li-Juan Yang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Ting Lei
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Ming-Yan Jiang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Bei-Bei Jiang
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Su-Ping Gao
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xi Li
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, 611130, China
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Xu M, Hu J, Li H, Li K, Xu D. Research overview on the genetic mechanism underlying the biosynthesis of polysaccharide in tuber plants. PeerJ 2024; 12:e17052. [PMID: 38464751 PMCID: PMC10924778 DOI: 10.7717/peerj.17052] [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: 10/10/2023] [Accepted: 02/13/2024] [Indexed: 03/12/2024] Open
Abstract
Tuber plants are of great significance in the world as human food crops. Polysaccharides, important metabolites in tuber plants, also serve as a source of innovative drugs with significant pharmacological effects. These drugs are particularly known for their immunomodulation and antitumor properties. To fully exploit the potential value of tuber plant polysaccharides and establish a synthetic system for their targeted synthesis, it is crucial to dissect their metabolic processes and genetic regulatory mechanisms. In this article, we provide a comprehensive summary of the basic pathways involved in the synthesis of various types of tuber plant polysaccharides. We also outline the key research progress that has been made in this area in recent years. We classify the main types and functions of tuber plant polysaccharides and analyze the biosynthetic processes and genetic regulation mechanisms of key enzymes involved in the metabolic pathways of starch, cellulose, pectin, and fructan in tuber plants. We have identified hexokinase and glycosyltransferase as the key enzymes involved in the polysaccharide synthesis process. By elucidating the synthesis pathway of polysaccharides in tuber plants and understanding the underlying mechanism of action of key enzymes in the metabolic pathway, we can provide a theoretical framework for enhancing the yield of polysaccharides and other metabolites in plant culture cells. This will ultimately lead to increased production efficiency.
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Affiliation(s)
- Mengwei Xu
- Department of Medical Instrumental Analysis, Zunyi Medical University, Zunyi, Guizhou, China
| | - Jiao Hu
- Department of Medical Instrumental Analysis, Zunyi Medical University, Zunyi, Guizhou, China
| | - Hongwei Li
- Department of Medical Instrumental Analysis, Zunyi Medical University, Zunyi, Guizhou, China
| | - Kunqian Li
- Department of Medical Instrumental Analysis, Zunyi Medical University, Zunyi, Guizhou, China
| | - Delin Xu
- Department of Medical Instrumental Analysis, Zunyi Medical University, Zunyi, Guizhou, China
- Guizhou Provincial Demonstration Center of Basic Medical Experimental Teaching, Zunyi Medical University, Zunyi, Guizhou, China
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