scholarly journals De novo transcriptome sequencing and analysis of genes related to salt stress response in Glehnia littoralis

PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e5681 ◽  
Author(s):  
Li Li ◽  
Mimi Li ◽  
Xiwu Qi ◽  
Xingli Tang ◽  
Yifeng Zhou
Keyword(s):  
Salt Stress ◽  
Salt Tolerance ◽  
Rna Sequencing ◽  
Gene Networks ◽  
Molecular Mechanisms ◽  
De Novo ◽  
Biosynthetic Pathways ◽  
Salt Stress Response ◽  
Glehnia Littoralis ◽  
Plant Signal Transduction

Soil salinity is one of the major environmental stresses affecting plant growth, development, and reproduction. Salt stress also affects the accumulation of some secondary metabolites in plants. Glehnia littoralis is an endangered medicinal halophyte that grows in coastal habitats. Peeled and dried Glehnia littoralis roots, named Radix Glehniae, have been used traditionally as a Chinese herbal medicine. Although Glehnia littoralis has great ecological and commercial value, salt-related mechanisms in Glehnia littoralis remain largely unknown. In this study, we analysed the transcriptome of Glehnia littoralis in response to salt stress by RNA-sequencing to identify potential salt tolerance gene networks. After de novo assembly, we obtained 105,875 unigenes, of which 75,559 were annotated in public databases. We identified 10,335 differentially expressed genes (DEGs; false discovery rate <0.05 and |log2 fold-change| ≥ 1) between NaCl treatment (GL2) and control (GL1), with 5,018 upregulated and 5,317 downregulated DEGs. To further this investigation, we performed Gene Ontology (GO) analysis and the Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway analysis. DEGs involved in secondary metabolite biosynthetic pathways, plant signal transduction pathways, and transcription factors in response to salt stress were analysed. In addition, we tested the gene expression of 15 unigenes by quantitative real-time PCR (qRT-PCR) to confirm the RNA-sequencing results. Our findings represent a large-scale assessment of the Glehnia littoralis gene resource, and provide useful information for exploring its molecular mechanisms of salt tolerance. Moreover, genes enriched in metabolic pathways could be used to investigate potential biosynthetic pathways of active compounds by Glehnia littoralis.

scholarly journals Physiological and transcriptomic analyses reveal the mechanisms underlying the salt tolerance of Zoysia japonica Steud.

2020 ◽  
Author(s):  
Jingjing Wang ◽  
Cong An ◽  
Hailin Guo ◽  
Xiangyang Yang ◽  
Jingbo Chen ◽  
...  
Keyword(s):  
Signal Transduction ◽  
Salt Stress ◽  
Stress Response ◽  
Salt Tolerance ◽  
Molecular Mechanisms ◽  
Salt Tolerant ◽  
Zoysia Japonica ◽  
Salt Stress Response ◽  
Leaves And Roots ◽  
Time Point

Abstract Background: Areas with saline soils are sparsely populated and have fragile ecosystems, which severely restricts the sustainable development of local economies. Zoysia grasses are recognized as excellent warm-season turfgrasses worldwide, with high salt tolerance and superior growth in saline-alkali soils. However, the mechanism underlying the salt tolerance of Zoysia species remains unknown. Results: The phenotypic and physiological responses of two contrasting materials, Zoysia japonica Steud. Z004 (salt sensitive) and Z011 (salt tolerant) in response to salt stress were studied. The results show that Z011 was more salt tolerant than was Z004, with the former presenting greater K+/Na+ ratios in both its leaves and roots. To study the molecular mechanisms underlying salt tolerance further, we compared the transcriptomes of the two materials at different time points (0 h, 1 h, 24 h, and 72 h) and from different tissues (leaves and roots) under salt treatment. The 24-h time point and the roots might make significant contributions to the salt tolerance. Moreover, GO and KEGG analyses of different comparisons revealed that the key DEGs participating in the salt-stress response belonged to the hormone pathway, various TF families and the DUF family. Conclusions: Z011 may have improved salt tolerance by reducing Na+ transport from the roots to the leaves, increasing K+ absorption in the roots and reducing K+ secretion from the leaves to maintain a significantly greater K+/Na+ ratio. Twenty-four hours might be a relatively important time point for the salt-stress response of zoysiagrass. The auxin signal transduction family, ABA signal transduction family, WRKY TF family and bHLH TF family may be the most important families in Zoysia salt-stress regulation. This study provides fundamental information concerning the salt-stress response of Zoysia and improves the understanding of molecular mechanisms in salt-tolerant plants.

scholarly journals Transcriptome Analysis of Salt Stress Response in Roots of Halophyte Zoysia macrostachya

2021 ◽  
Vol 25 (03) ◽  
pp. 591-600
Author(s):  
Huaguang Hu
Keyword(s):  
Salt Stress ◽  
Salt Tolerance ◽  
Transcriptome Analysis ◽  
Molecular Mechanisms ◽  
Expression Profiles ◽  
Transcript Abundance ◽  
Nacl Stress ◽  
Ros Scavenging ◽  
Salt Stress Response ◽  
Sequencing Platform

Zoysia macrostachya Franch. et Sav. is a halophyte with very strong tolerance to salinity, which can serve as an alternative turfgrass for landscaping in saline-alkali land and provide the salt-tolerance genes for turfgrass breeding. To further illustrate the salt-tolerance mechanisms in this species at molecular level, the roots transcriptome of Z. macrostachya was investigated under salt stress using the Illumina sequencing platform. Altogether 47,325 unigenes were assembled, among which, 32,542 (68.76%) were annotated, and 87.61% clean reads were mapped to the unigenes. Specifically, 14,558 unigenes were shown to be the differentially expressed genes (DEGs) following exposure to 710 mM NaCl stress compared with control, including 7972 up-regulated and 6586 down-regulated DEGs. Among these DEGs, 24 were associated with the reactive oxygen species (ROS) scavenging system, 61 were found to be related to K+ and Na+ transportation, and 16 were related to the metabolism of osmotic adjustment substances. Additionally, 2327 DEGs that encoded the transcription factors (TFs) were also identified. The expression profiles for 10 DEGs examined through quantitative real-time PCR conformed to the individual alterations of transcript abundance verified through RNA-Seq. Taken together, results of transcriptome analysis in this study provided useful insights for salt-tolerance molecular mechanisms of Z. macrostachya. Furthermore, these DEGs under salt stress provided important clues for future salt-tolerance genes cloning of Z. macrostachya. © 2021 Friends Science Publishers

scholarly journals Transcriptome analysis and functional identification of GmMYB46 in soybean seedlings under salt stress

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e12492
Author(s):  
Xun Liu ◽  
Xinxia Yang ◽  
Bin Zhang
Keyword(s):  
Salt Stress ◽  
Stress Response ◽  
Salt Tolerance ◽  
Transcriptome Analysis ◽  
Molecular Mechanisms ◽  
Differentially Expressed ◽  
Rna Seq ◽  
Functional Identification ◽  
Salt Stress Response ◽  
Soybean Seedlings

Salinity is one of the major abiotic stress that limits crop growth and productivity. We investigated the transcriptomes of salt-treated soybean seedlings versus a control using RNA-seq to better understand the molecular mechanisms of the soybean (Glycine max L.) response to salt stress. Transcriptome analysis revealed 1,235 differentially expressed genes (DEGs) under salt stress. Several important pathways and key candidate genes were identified by KEGG enrichment. A total of 116 differentially expressed transcription factors (TFs) were identified, and 17 TFs were found to belong to MYB families. Phylogenetic analysis revealed that these TFs may be involved in salt stress adaptation. Further analysis revealed that GmMYB46 was up-regulated by salt and mannitol and was localized in the nucleus. The salt tolerance of transgenic Arabidopsis overexpressing GmMYB46 was significantly enhanced compared to wild-type (WT). GmMYB46 activates the expression of salt stress response genes (P5CS1, SOD, POD, NCED3) in Arabidopsis under salt stress, indicating that the GmMYB46 protein mediates the salt stress response through complex regulatory mechanisms. This study provides information with which to better understand the molecular mechanism of salt tolerance in soybeans and to genetically improve the crop.

scholarly journals RNA-Seq analysis of Clerodendrum inerme (L.) roots in response to salt stress

BMC Genomics ◽  
2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Yuping Xiong ◽  
Haifeng Yan ◽  
Hanzhi Liang ◽  
Yueya Zhang ◽  
Beiyi Guo ◽  
...  
Keyword(s):  
Salt Stress ◽  
Salt Tolerance ◽  
Rna Sequencing ◽  
Plant Hormone ◽  
De Novo ◽  
Sequencing Analysis ◽  
Salt Tolerant ◽  
Mangrove Plant ◽  
Next Generation Sequencing Technology ◽  
Go Terms

Abstract Background Clerodendrum inerme (L.) Gaertn, a halophyte, usually grows on coastal beaches as an important mangrove plant. The salt-tolerant mechanisms and related genes of this species that respond to short-term salinity stress are unknown for us. The de novo transcriptome of C. inerme roots was analyzed using next-generation sequencing technology to identify genes involved in salt tolerance and to better understand the response mechanisms of C. inerme to salt stress. Results Illumina RNA-sequencing was performed on root samples treated with 400 mM NaCl for 0 h, 6 h, 24 h, and 72 h to investigate changes in C. inerme in response to salt stress. The de novo assembly identified 98,968 unigenes. Among these unigenes, 46,085 unigenes were annotated in the NCBI non-redundant protein sequences (NR) database, 34,756 sequences in the Swiss-Prot database and 43,113 unigenes in the evolutionary genealogy of genes: Non-supervised Orthologous Groups (eggNOG) database. 52 Gene Ontology (GO) terms and 31 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were matched to those unigenes. Most differentially expressed genes (DEGs) related to the GO terms “single-organism process”, “membrane” and “catalytic activity” were significantly enriched while numerous DEGs related to the plant hormone signal transduction pathway were also significantly enriched. The detection of relative expression levels of 9 candidate DEGs by qRT-PCR were basically consistent with fold changes in RNA sequencing analysis, demonstrating that transcriptome data can accurately reflect the response of C. inerme roots to salt stress. Conclusions This work revealed that the response of C. inerme roots to saline condition included significant alteration in response of the genes related to plant hormone signaling. Besides, our findings provide numerous salt-tolerant genes for further research to improve the salt tolerance of functional plants and will enhance research on salt-tolerant mechanisms of halophytes.

scholarly journals Improved salt tolerance in transgenic tobacco by over-expression of poplar NAC13 gene

2019 ◽  
Author(s):  
Xuemei Zhang ◽  
Zihan Cheng ◽  
Kai Zhao ◽  
Renhua Li ◽  
Boru Zhou ◽  
...  
Keyword(s):  
Transcription Factor ◽  
Salt Stress ◽  
Salt Tolerance ◽  
Transgenic Tobacco ◽  
Stress Responses ◽  
Gene Networks ◽  
Molecular Mechanisms ◽  
Physiological Characterization ◽  
Protein Functions ◽  
Forest Genetic

Background: NACs are one of the major transcription factor families in plants which play an important role in plant growth and development, as well as in adverse stress responses. Methods: In this study, we cloned a salt-inducible NAC transcription factor gene (NAC13) from a poplar variety 84K, followed by transforming it into both tobacco and Arabidopsis. Results: Stable expression analysis of 35S::NAC13-GFP fusion protein in Arabidopsis indicated that NAC13 was localized to the nucleus. We also obtained five transgenic tobacco lines. Evidence from morphological and physiological characterization and salt treatment analyses indicated that the transgenic tobacco enhanced salt tolerance, suggesting that NAC13 gene may function as a positive regulator in tobacco responses to salt stress. Furthermore, evidence from yeast two-hybrid screening demonstrated that NAC13 protein functions as a transcriptional activator, with an activation domain located in the C-terminal region. Discussion: NAC13 gene plays an important role in response to salt stress in tobacco. Future studies are needed to shed light on molecular mechanisms of gene regulation and gene networks related to NAC13 gene in response to salt stress, which will provide a valuable theoretical basis for forest genetic breeding and resistant breeding.

scholarly journals Physiological and transcriptomic analyses reveal the mechanisms underlying the salt tolerance of Zoysia japonica Steud.

2020 ◽  
Author(s):  
Jingjing Wang ◽  
Cong An ◽  
Hailin Guo ◽  
Xiangyang Yang ◽  
Jingbo Chen ◽  
...  
Keyword(s):  
Signal Transduction ◽  
Salt Stress ◽  
Stress Response ◽  
Salt Tolerance ◽  
Molecular Mechanisms ◽  
Salt Tolerant ◽  
Zoysia Japonica ◽  
Salt Stress Response ◽  
Leaves And Roots ◽  
Time Point

Abstract Background: Areas with saline soils are sparsely populated and have fragile ecosystems, which severely restricts the sustainable development of local economies. Zoysia grasses are recognized as excellent warm-season turfgrasses worldwide, with high salt tolerance and superior growth in saline-alkali soils. However, the mechanism underlying the salt tolerance of Zoysia species remains unknown. Results: The phenotypic and physiological responses of two contrasting materials, Zoysia japonica Steud. Z004 (salt sensitive) and Z011 (salt tolerant) in response to salt stress were studied. The results show that Z011 was more salt tolerant than was Z004, with the former presenting greater K + /Na + ratios in both its leaves and roots. To study the molecular mechanisms underlying salt tolerance further, we compared the transcriptomes of the two materials at different time points (0 h, 1 h, 24 h, and 72 h) and from different tissues (leaves and roots) under salt treatment. The 24-h time point and the roots might make significant contributions to the salt tolerance. Moreover, GO and KEGG analyses of different comparisons revealed that the key DEGs participating in the salt-stress response belonged to the hormone pathway, various TF families and the DUF family. Conclusions: Z011 may have improved salt tolerance by reducing Na + transport from the roots to the leaves, increasing K + absorption in the roots and reducing K + secretion from the leaves to maintain a significantly greater K + /Na + ratio. Twenty-four hours might be a relatively important time point for the salt-stress response of zoysiagrass. The auxin signal transduction family, ABA signal transduction family, WRKY TF family and bHLH TF family may be the most important families in Zoysia salt-stress regulation. This study provides fundamental information concerning the salt-stress response of Zoysia and improves the understanding of molecular mechanisms in salt-tolerant plants.

scholarly journals Physiological and transcriptomic analyses reveal the mechanisms underlying the salt tolerance of Zoysia japonica Steud.

2020 ◽  
Author(s):  
Jingjing Wang ◽  
Cong An ◽  
Hailin Guo ◽  
Xiangyang Yang ◽  
Jingbo Chen ◽  
...  
Keyword(s):  
Signal Transduction ◽  
Salt Stress ◽  
Stress Response ◽  
Salt Tolerance ◽  
Molecular Mechanisms ◽  
Salt Tolerant ◽  
Zoysia Japonica ◽  
Salt Stress Response ◽  
Leaves And Roots ◽  
Time Point

Abstract Background: Areas with saline soils are sparsely populated and have fragile ecosystems, which severely restricts the sustainable development of local economies. Zoysia grasses are recognized as excellent warm-season turfgrasses worldwide, with high salt tolerance and superior growth in saline-alkali soils. However, the mechanism underlying the salt tolerance of Zoysia species remains unknown. Results: The phenotypic and physiological responses of two contrasting materials, Zoysia japonica Steud. Z004 (salt sensitive) and Z011 (salt tolerant) in response to salt stress were studied. The results show that Z011 was more salt tolerant than was Z004, with the former presenting greater K+/Na+ ratios in both its leaves and roots. To study the molecular mechanisms underlying salt tolerance further, we compared the transcriptomes of the two materials at different time points (0 h, 1 h, 24 h, and 72 h) and from different tissues (leaves and roots) under salt treatment. The 24-h time point and the roots were identified as a significant time point and tissue type. Moreover, GO and KEGG analyses of different comparisons revealed that the key DEGs participating in the salt-stress response belonged to the hormone pathway, various TF families and the DUF family. Conclusions: Z011 may have improved salt tolerance by reducing Na+ transport from the roots to the leaves, increasing K+ absorption in the roots and reducing K+ secretion from the leaves to maintain a significantly greater K+/Na+ ratio. Twenty-four hours might be a relatively important time point for the salt-stress response of zoysiagrass. The auxin signal transduction family, ABA signal transduction family, WRKY TF family and bHLH TF family may be the most important families in Zoysia salt-stress regulation. This study provides fundamental information concerning the salt-stress response of Zoysia and improves the understanding of molecular mechanisms in salt-tolerant plants.

scholarly journals Improved salt tolerance in transgenic tobacco by over-expression of poplar NAC13 gene

2019 ◽  
Author(s):  
Xuemei Zhang ◽  
Zihan Cheng ◽  
Kai Zhao ◽  
Renhua Li ◽  
Boru Zhou ◽  
...  
Keyword(s):  
Transcription Factor ◽  
Salt Stress ◽  
Salt Tolerance ◽  
Transgenic Tobacco ◽  
Stress Responses ◽  
Gene Networks ◽  
Molecular Mechanisms ◽  
Physiological Characterization ◽  
Protein Functions ◽  
Forest Genetic

Background: NACs are one of the major transcription factor families in plants which play an important role in plant growth and development, as well as in adverse stress responses. Methods: In this study, we cloned a salt-inducible NAC transcription factor gene (NAC13) from a poplar variety 84K, followed by transforming it into both tobacco and Arabidopsis. Results: Stable expression analysis of 35S::NAC13-GFP fusion protein in Arabidopsis indicated that NAC13 was localized to the nucleus. We also obtained five transgenic tobacco lines. Evidence from morphological and physiological characterization and salt treatment analyses indicated that the transgenic tobacco enhanced salt tolerance, suggesting that NAC13 gene may function as a positive regulator in tobacco responses to salt stress. Furthermore, evidence from yeast two-hybrid screening demonstrated that NAC13 protein functions as a transcriptional activator, with an activation domain located in the C-terminal region. Discussion: NAC13 gene plays an important role in response to salt stress in tobacco. Future studies are needed to shed light on molecular mechanisms of gene regulation and gene networks related to NAC13 gene in response to salt stress, which will provide a valuable theoretical basis for forest genetic breeding and resistant breeding.

scholarly journals Physiological and transcriptomic analyses reveal the mechanisms underlying the salt tolerance of Zoysia japonica Steud.

2019 ◽  
Author(s):  
Jingjing Wang ◽  
Cong An ◽  
Hailin Guo ◽  
Xiangyang Yang ◽  
Jingbo Chen ◽  
...  
Keyword(s):  
Salt Stress ◽  
Stress Response ◽  
Salt Tolerance ◽  
Molecular Mechanisms ◽  
Soil Salinization ◽  
Salt Tolerant ◽  
Zoysia Japonica ◽  
Salt Stress Response ◽  
Leaves And Roots ◽  
Time Point

Abstract Soil salinization areas are sparsely populated and have fragile ecosystems, which seriously restricts the sustainable development of local economies. Zoysia grasses are recognized as excellent warm-season turfgrasses worldwide, with high salt tolerance and superior growth in saline-alkali soil. However, the mechanism underlying the salt tolerance of Zoysia remains unknown. In our study, we investigated the phenotypic and physiological responses of two contrasting materials, Zoysia japonica Steud. Z004 (salt sensitive) and Z011 (salt tolerant), to salt stress. The results showed that Z011 exhibited stronger salt tolerance than Z004, with a higher K + /Na + ratio in both its leaves and roots. To further study the molecular mechanisms underlying salt tolerance, we compared the transcriptomes of the two materials at different time points (0 h, 1 h, 24 h, and 72 h) and from different tissues (leaves and roots) under salt treatment. The 24-h time point and roots were identified as the significant time point and tissue. According to the GO and KEGG analyses of different comparisons, the key DEGs participating in the salt-stress response were selected and belonged to the hormone pathway, TF families and the DUF family. The interaction between the key DEGs was discussed, revealing that auxin signal transduction and TF families may cooperate in Zoysia salt tolerance and that the WRKY family may be the most important TF family. Thus, our research provides fundamental information regarding the salt-stress response in Zoysia and enhances the understanding of molecular mechanisms in salt-tolerant plants.

scholarly journals Transcriptomic Analysis of Short-Term Salt-Stress Response in Mega Hybrid Rice Seedlings

Agronomy ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 1328
Author(s):  
Noushin Jahan ◽  
Yang Lv ◽  
Mengqiu Song ◽  
Yu Zhang ◽  
Liangguang Shang ◽  
...  
Keyword(s):  
Salt Stress ◽  
Molecular Mechanisms ◽  
Oryza Sativa L ◽  
Transcriptome Profiling ◽  
Bhlh Transcription Factor ◽  
F1 Hybrid ◽  
Salt Stress Response ◽  
Productivity Losses ◽  
Expression Of Genes ◽  
Trait Locus

Salinity is a major abiotic stressor that leads to productivity losses in rice (Oryza sativa L.). In this study, transcriptome profiling and heterosis-related genes were analyzed by ribonucleic acid sequencing (RNA-Seq) in seedlings of a mega rice hybrid, Liang-You-Pei-Jiu (LYP9), and its two parents 93–11 and Pei-ai64s (PA64s), under control and two different salinity levels, where we found 8292, 8037, and 631 salt-induced differentially expressed genes (DEGs), respectively. Heterosis-related DEGs were obtained higher after 14 days of salt treatment than after 7 days. There were 631 and 4237 salt-induced DEGs related to heterosis under 7-day and 14-day salt stresses, respectively. Gene functional classification showed the expression of genes involved in photosynthesis activity after 7-day stress treatment, and in metabolic and catabolic activity after 14 days. In addition, we correlated the concurrence of an expression of DEGs for the bHLH transcription factor and a shoot length/salinity-related quantitative trait locus qSL7 that we fine-mapped previously, providing a confirmed case of heterosis-related genes. This experiment reveals the transcriptomic divergence of the rice F1 hybrid and its parental lines under control and salt stress state, and enlightens about the significant molecular mechanisms developed over time in response to salt stress.

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