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Chen G, Li D, Yao P, Chen F, Yuan J, Ma B, Yang Z, Ding B, He N. Metabolic and Transcriptional Analysis Reveals Flavonoid Involvement in the Drought Stress Response of Mulberry Leaves. Int J Mol Sci 2024; 25:7417. [PMID: 39000525 PMCID: PMC11242228 DOI: 10.3390/ijms25137417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 06/13/2024] [Accepted: 07/04/2024] [Indexed: 07/16/2024] Open
Abstract
Abiotic stress, especially drought stress, poses a significant threat to terrestrial plant growth, development, and productivity. Although mulberry has great genetic diversity and extensive stress-tolerant traits in agroforestry systems, only a few reports offer preliminary insight into the biochemical responses of mulberry leaves under drought conditions. In this study, we performed a comparative metabolomic and transcriptomic analysis on the "drooping mulberry" (Morus alba var. pendula Dippel) under PEG-6000-simulated drought stress. Our research revealed that drought stress significantly enhanced flavonoid accumulation and upregulated the expression of phenylpropanoid biosynthetic genes. Furthermore, the activities of superoxide dismutase (SOD), catalase (CAT) and malondialdehyde (MDA) content were elevated. In vitro enzyme assays and fermentation tests indicated the involvement of flavonol synthase/flavanone 3-hydroxylase (XM_010098126.2) and anthocyanidin 3-O-glucosyltransferase 5 (XM_010101521.2) in the biosynthesis of flavonol aglycones and glycosides, respectively. The recombinant MaF3GT5 protein was found to recognize kaempferol, quercetin, and UDP-glucose as substrates but not 3-/7-O-glucosylated flavonols and UDP-rhamnose. MaF3GT5 is capable of forming 3-O- and 7-O-monoglucoside, but not di-O-glucosides, from kaempferol. This implies its role as a flavonol 3, 7-O-glucosyltransferase. The findings from this study provided insights into the biosynthesis of flavonoids and could have substantial implications for the future diversified utilization of mulberry.
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Affiliation(s)
- Guo Chen
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Dong Li
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Pei Yao
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Fengyao Chen
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Jianglian Yuan
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Bi Ma
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Zhen Yang
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
| | - Biyue Ding
- Key Laboratory of Agricultural Biosafety and Green Production of Upper Yangtze River (Ministry of Education), Academy of Agricultural Sciences, Southwest University, Chongqing 400715, China
| | - Ningjia He
- State Key Laboratory of Resource Insects, Institute of Sericulture and Systems Biology, Southwest University, Chongqing 400715, China
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Reinecke A, Flaig IC, Lozano YM, Rillig MC, Hilker M. Drought induces moderate, diverse changes in the odour of grassland species. PHYTOCHEMISTRY 2024; 221:114040. [PMID: 38428627 DOI: 10.1016/j.phytochem.2024.114040] [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: 01/02/2024] [Revised: 02/22/2024] [Accepted: 02/25/2024] [Indexed: 03/03/2024]
Abstract
Plants react to drought stress with numerous changes including altered emissions of volatile organic compounds (VOC) from leaves, which provide protection against oxidative tissue damage and mediate numerous biotic interactions. Despite the share of grasslands in the terrestrial biosphere, their importance as carbon sinks and their contribution to global biodiversity, little is known about the influence of drought on VOC profiles of grassland species. Using coupled gas chromatography-mass spectrometry, we analysed the odorants emitted by 22 European grassland species exposed to an eight-week-lasting drought treatment (DT; 30% water holding capacity, WHC). We focused on the odorants emitted during the light phase from whole plant shoots in their vegetative stage. Emission rates were standardised to the dry weight of each shoot. Well-watered (WW) plants (70% WHC) served as control. Drought-induced significant changes included an increase in total emission rates of plant VOC in six and a decrease in three species. Diverging effects on the number of emitted VOC (chemical richness) or on the Shannon diversity of the VOC profiles were detected in 13 species. Biosynthetic pathways-targeted analyses revealed 13 species showing drought-induced higher emission rates of VOC from one, two, three, or four major biosynthetic pathways (lipoxygenase, shikimate, mevalonate and methylerythritol phosphate pathway), while six species exhibited reduced emission rates from one or two of these pathways. Similarity trees of odorant profiles and their drought-induced changes based on a biosynthetically informed distance metric did not match species phylogeny. However, a phylogenetic signal was detected for the amount of terpenoids released by the studied species under WW and DT conditions. A comparative analysis of emission rates of single compounds released by WW and DT plants revealed significant VOC profile dissimilarities in four species only. The moderate drought-induced changes in the odorant emissions of grassland species are discussed with respect to their impact on trophic interactions across the food web. (294 words).
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Affiliation(s)
- Andreas Reinecke
- Freie Universität Berlin, Inst. of Biology, Applied Zoology/Animal Ecology, Haderslebener Str. 9, 12163, Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 6, 14195, Berlin, Germany.
| | - Isabelle C Flaig
- Freie Universität Berlin, Inst. of Biology, Applied Zoology/Animal Ecology, Haderslebener Str. 9, 12163, Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 6, 14195, Berlin, Germany
| | - Yudi M Lozano
- Freie Universität Berlin, Inst. of Biology, Plant Ecology, Altensteinstr. 6, 14195, Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 6, 14195, Berlin, Germany
| | - Matthias C Rillig
- Freie Universität Berlin, Inst. of Biology, Plant Ecology, Altensteinstr. 6, 14195, Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 6, 14195, Berlin, Germany
| | - Monika Hilker
- Freie Universität Berlin, Inst. of Biology, Applied Zoology/Animal Ecology, Haderslebener Str. 9, 12163, Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Altensteinstr. 6, 14195, Berlin, Germany
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Jung WJ, Yoon JS, Seo YW. TaMAPK3 phosphorylates TaCBF and TaICE and plays a negative role in wheat freezing tolerance. JOURNAL OF PLANT PHYSIOLOGY 2024; 296:154233. [PMID: 38554674 DOI: 10.1016/j.jplph.2024.154233] [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: 11/13/2023] [Revised: 02/27/2024] [Accepted: 03/15/2024] [Indexed: 04/02/2024]
Abstract
Freezing temperature during overwintering often kills plants; plants have thus, developed a defense mechanism called 'cold acclimation', in which a number of genes are involved in increasing cell protection and gene expression. Mitogen-activated protein kinase (MAPK) controls proteins' activities by phosphorylation and is involved in numerous metabolic pathways. In this study, we identified the protein interaction between TaMAPK3 and the proteins in the cold response pathway, ICE41, ICE87, and CBFIVd-D9. The subcellular localization and bimolecular fluorescence complement (BiFC) assays revealed that these proteins interact in the nucleus or in the plasma membrane. Furthermore, MAPK3-mediated phosphorylation of ICE41, ICE87, and CBFIVd-D9 was verified using an in vitro phosphorylation assay. TaMAPK3-overexpressing transgenic Brachypodium showed a lower survival rate upon freezing stress and lower proline content during cold acclimation, compared to wild-type plants. Furthermore, cold response gene expression analysis revealed that the expression of these genes was suppressed in the transgenic lines under cold treatment. It was further elucidated that MAPK3 mediates the degradation of ICE and CBF proteins, which implies the negative impact of MAPK3 on the freezing tolerance of plants. This study will help to elucidate the molecular mechanisms of cold tolerance and the activity of MAPK3 in wheat.
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Affiliation(s)
- Woo Joo Jung
- Institute of Animal Molecular Biotechnology, Korea University, Seoul, 02841, South Korea
| | - Jin Seok Yoon
- Ojeong Plant Breeding Research Center, Korea University, Seoul, 02841, South Korea
| | - Yong Weon Seo
- Ojeong Plant Breeding Research Center, Korea University, Seoul, 02841, South Korea; Department of Plant Biotechnology, Korea University, Seoul, 02841, South Korea.
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Limbalkar OM, Vasisth P, Singh G, Jain P, Sharma M, Singh R, Dhanasekaran G, Kumar M, Meena ML, Iquebal MA, Jaiswal S, Rao M, Watts A, Bhattacharya R, Singh KH, Kumar D, Singh N. Dissection of QTLs conferring drought tolerance in B. carinata derived B. juncea introgression lines. BMC PLANT BIOLOGY 2023; 23:664. [PMID: 38129793 PMCID: PMC10740311 DOI: 10.1186/s12870-023-04614-z] [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: 09/24/2023] [Accepted: 11/16/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Drought is one of the important abiotic stresses that can significantly reduce crop yields. In India, about 24% of Brassica juncea (Indian mustard) cultivation is taken up under rainfed conditions, leading to low yields due to moisture deficit stress. Hence, there is an urgent need to improve the productivity of mustard under drought conditions. In the present study, a set of 87 B. carinata-derived B. juncea introgression lines (ILs) was developed with the goal of creating drought-tolerant genotypes. METHOD The experiment followed the augmented randomized complete block design with four blocks and three checks. ILs were evaluated for seed yield and its contributing traits under both rainfed and irrigated conditions in three different environments created by manipulating locations and years. To identify novel genes and alleles imparting drought tolerance, Quantitative Trait Loci (QTL) analysis was carried out. Genotyping-by-Sequencing (GBS) approach was used to construct the linkage map. RESULTS The linkage map consisted of 5,165 SNP markers distributed across 18 chromosomes and spanning a distance of 1,671.87 cM. On average, there was a 3.09 cM gap between adjoining markers. A total of 29 additive QTLs were identified for drought tolerance; among these, 17 (58.6% of total QTLs detected) were contributed by B. carinata (BC 4), suggesting a greater contribution of B. carinata towards improving drought tolerance in the ILs. Out of 17 QTLs, 11 (64.7%) were located on the B genome, indicating more introgression segments on the B genome of B. juncea. Eight QTL hotspots, containing two or more QTLs, governing seed yield contributing traits, water use efficiency, and drought tolerance under moisture deficit stress conditions were identified. Seventeen candidate genes related to biotic and abiotic stresses, viz., SOS2, SOS2 like, NPR1, FAE1-KCS, HOT5, DNAJA1, NIA1, BRI1, RF21, ycf2, WRKY33, PAL, SAMS2, orf147, MAPK3, WRR1 and SUS, were reported in the genomic regions of identified QTLs. CONCLUSIONS The significance of B. carinata in improving drought tolerance and WUE by introducing genomic segments in Indian mustard is well demonstrated. The findings also provide valuable insights into the genetic basis of drought tolerance in mustard and pave the way for the development of drought-tolerant varieties.
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Affiliation(s)
- Omkar Maharudra Limbalkar
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
- Present Address: ICAR-Indian Institute of Agricultural Biotechnology, Ranchi, Jharkhand, India
| | - Prashant Vasisth
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Guman Singh
- ICAR-Directorate of Rapeseed-Mustard Research, Sewar, Bharatpur, Rajasthan, India
| | - Priyanka Jain
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
- Present Address: AIMMSCR, Amity University Uttar Pradesh, Sector 125, Noida, Uttar Pradesh, 201313, India
| | - Mohit Sharma
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Rajendra Singh
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Gokulan Dhanasekaran
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Manish Kumar
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
- Present Address: College of Agriculture, Navgaon, Alwar, Sri Karan Narendra Agriculture University, Jobner, Rajasthan, India
| | - Mohan Lal Meena
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Mir Asif Iquebal
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Sarika Jaiswal
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Mahesh Rao
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
| | - Anshul Watts
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
| | | | - Kunwar Harendra Singh
- ICAR-Directorate of Rapeseed-Mustard Research, Sewar, Bharatpur, Rajasthan, India
- Present Address: ICAR, Indian Institute of Soybean Research, Indore, Madhya Pradesh, India
| | - Dinesh Kumar
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Naveen Singh
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
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Li P, Ren G, Wu F, Chen J, Jiang D, Liu C. Root-specific flavones and critical enzyme genes involved in their synthesis changes due to drought stress on Scutellaria baicalensis. Front Ecol Evol 2023. [DOI: 10.3389/fevo.2023.1113823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
Abstract
IntroductionScutellaria baicalensis is rich in bioactive flavonoid, which are widely used in clinical therapy. Many environmental factors, such as water and temperature, affect gene expression and secondary metabolites accumulation in plants.MethodsIn this study, to explore the effect of drought stress on the accumulation of flavonoids and gene expression in S. baicalensis seedlings, 4-week-old Scutellaria baicalensis seedlings were treated with different concentrations of PEG6000 to simulate drought stress. The contents of four root-specific flavones (baicalein, wogonin, baicalin, and wogonoside) in samples under different treatments were quantitatively analyzed by high performance liquid chromatography (HPLC). The expression levels of flavonoid biosynthesis-related genes (PAL1, PAL2, CHS, and UBGAT) were determined by real-time quantitative PCR (qRT-PCR). Also, a correlation analysis between flavonoid contents and gene expression levels was made.ResultsThe HPLC results revealed that 5 and 10% PEG6000 treatments significantly increased the content of four flavonoids, with 5% PEG 6000 treatment being the most beneficial to the flavonoids accumulation. The qRT-PCR results showed that PAL2 and CHS gene expressions differed significantly in different organs, while PAL1 and UBGAT had poor organ-specific. For genes in roots, the expression of PAL1 and UBGAT was the highest in 5% PEG6000 treatment, and PAL2 and CHS were the highest in 10% PEG6000 treatment. Compared with other concentrations of PEG6000, 5 and 10% PEG6000 were more advantageous for gene expression. Collectively, PEG6000 at a low concentration promoted the accumulation of flavonoids and the expression of related genes. Additionally, the correlation results demonstrated that PAL1, PAL2, CHS, and UBGAT genes in roots stimulated the formation and accumulation of the four flavonoids to varying degrees, while the exception of PAL2 gene expression in roots was negatively correlated with wogonin content.DiscussionThis study for the first time investigated the effect of drought stress on the downstream gene UBGAT in S.baicalensis seedlings as well as the correlation between gene expression and flavonoid content in S. baicalensis seedlings under drought stress, providing a new sight for studying the effects of drought stress on flavonoid accumulation and related gene expression in S. baicalensis.
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Liu F, Zhang P, Li J, Zhang T, Xie L, Gong C. miR2119, a Novel Transcriptional Regulator, Plays a Positive Role in Woody Plant Drought Tolerance by Mediating the Degradation of the CkBI-1 Gene Associated with Apoptosis. Int J Mol Sci 2022; 23:6306. [PMID: 35682985 PMCID: PMC9181555 DOI: 10.3390/ijms23116306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/02/2022] [Accepted: 06/02/2022] [Indexed: 02/04/2023] Open
Abstract
Caragana korshinskii, an important vegetation restoration species with economic and ecological benefits in the arid region of northwest China, is characterized by significant drought tolerance. However, the underlying molecular mechanisms by which miRNAs confer this trait in C. korshinskii are unclear. Here, we investigate the effect of CkmiR2119 on drought tolerance and identified its target gene, CkBI-1. A negative correlation of CkmiR2119 and CkBI-1 in both stems and leaves in a drought gradient treatment followed by target gene validation suggest that CkmiR2119 might negatively regulate CkBI-1. Consistently, a decrease in the expression of the CkBI-1 gene was observed after both transient transformation and stable transformation of CkamiR2119 in tobacco (Nicotiana tabacum). Moreover, the physiological analysis of CkamiR2119 and CkBI-1 transgenic plants further indicate that CkmiR2119 can enhance the drought tolerance of C. korshinskii in two aspects: (i) downregulating CkBI-1 expression to accelerate vessel maturation in stems; (ii) contributing to a higher level of CkBI-1 in mesophyll cells to inhibit programmed cell death (PCD). This work reveals that CkmiR2119 can increase plants' drought tolerance by downregulating the expression of CkBI-1, providing a theoretical basis to improve plants' ability to withstand stress tolerance by manipulating miRNAs.
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Affiliation(s)
- Furong Liu
- College of Life Sciences, Northwest A&F University, Yangling, Xianyang 712100, China; (F.L.); (P.Z.); (T.Z.); (L.X.)
| | - Puzhi Zhang
- College of Life Sciences, Northwest A&F University, Yangling, Xianyang 712100, China; (F.L.); (P.Z.); (T.Z.); (L.X.)
| | - Jiayang Li
- College of Horticulture, Northwest A&F University, Yangling, Xianyang 712100, China;
| | - Tianxin Zhang
- College of Life Sciences, Northwest A&F University, Yangling, Xianyang 712100, China; (F.L.); (P.Z.); (T.Z.); (L.X.)
| | - Lifang Xie
- College of Life Sciences, Northwest A&F University, Yangling, Xianyang 712100, China; (F.L.); (P.Z.); (T.Z.); (L.X.)
| | - Chunmei Gong
- College of Horticulture, Northwest A&F University, Yangling, Xianyang 712100, China;
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Chen X, Yu C, Nie J, Yang H, Ji W, Xu G, Zhu H, Jin S, Zhu X. The Effect of Anti-browning Agent Activated Carbon and Polyvinyl Pyrrolidone on the Rooting of Embryo Seedlings of "FengDan" and Its Transcriptome Analysis. FRONTIERS IN PLANT SCIENCE 2022; 13:832619. [PMID: 35386678 PMCID: PMC8979295 DOI: 10.3389/fpls.2022.832619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 01/24/2022] [Indexed: 06/14/2023]
Abstract
Peony is an excellent ornamental, medicinal, and oily plant. Its traditional seed propagation methods have the disadvantages of low propagation coefficient, long seedling cycle, and low seedling emergence rate, which severely restrict the supply of seedlings for the peony industry. Efficient tissue culture technology is an important basis for accelerating its breeding and reproduction, and in vitro seed embryo culturing into seedlings can also effectively avoid the above problems. However, the browning phenomenon caused by man-made damage in the process of seed embryo stripping leads to problems such as low induction rate and difficulty in rooting, and the relationship between anti-browning agents and seed embryo root formation is still unclear. This study intends to improve the induction rate of peony seedlings by using different anti-browning agents and different combinations and to clarify the relationship between anti-browning agents and seedling rooting using transcriptome sequencing methods. The results show that both anti-browning agents, activated carbon (AC) and polyvinyl pyrrolidone (PVP), can increase the germination rate of seed embryos. Testing with 0.9 g/L of AC showed excellent performance of peony rooting rate and seedling growth, but only AC and the combination of AC and PVP can further promote rooting development. Through transcriptome analysis, we found that the AC vs. control check (CK), AC vs. PVP, and PVP vs. AC and PVP groups have significantly more differentially expressed genes than the AC vs. AC and PVP groups. Pathway enrichment analysis shows that "phenylpropanoid biosynthesis"/"cutin, suberin, and wax biosynthesis" is significantly enriched in these groups, while the AC vs. AC and PVP groups are mainly enriched in "cytochrome P450," indicating that AC may promote the further development of roots into seedlings by stimulating "phenylpropanoid biosynthesis" and biosynthesis of stratum cutin and suberin. This study can lay the foundation for understanding the potential molecular mechanism of the anti-browning agent promoting the rooting of seed embryo seedlings and also provide a theoretical basis for perfecting the construction of the peony tissue culture and rapid propagation system.
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Affiliation(s)
- Xia Chen
- College of Jiyang, Zhejiang A&F University, Zhuji, China
| | - Chao Yu
- College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Jingtao Nie
- College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Hongmin Yang
- Educational Technology Center of Zhejiang Province, Hangzhou, China
| | - Wen Ji
- College of Jiyang, Zhejiang A&F University, Zhuji, China
| | - Gangwei Xu
- College of Jiyang, Zhejiang A&F University, Zhuji, China
| | - Huijun Zhu
- College of Jiyang, Zhejiang A&F University, Zhuji, China
| | - Songheng Jin
- College of Jiyang, Zhejiang A&F University, Zhuji, China
| | - Xiangtao Zhu
- College of Jiyang, Zhejiang A&F University, Zhuji, China
- Zhejiang Provincial Key Laboratory of Germplasm Innovation and Utilization for Garden Plants, Zhejiang A&F University, Hangzhou, China
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Kumari A, Dogra V, Joshi R, Kumar S. Stress-Responsive cis-Regulatory Elements Underline Podophyllotoxin Biosynthesis and Better Performance of Sinopodophyllum hexandrum Under Water Deficit Conditions. FRONTIERS IN PLANT SCIENCE 2022; 12:751846. [PMID: 35058943 PMCID: PMC8764236 DOI: 10.3389/fpls.2021.751846] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/09/2021] [Indexed: 06/09/2023]
Abstract
Sinopodophyllum hexandrum is an endangered medicinal herb known for its bioactive lignan podophyllotoxin (PTOX), which is used for the preparation of anticancer drugs. In its natural habitat, S. hexandrum is exposed to a multitude of adversities, such as fluctuating temperatures, water deficit, and high UV radiations. Transcriptional regulation of genes, which is regulated by the condition-specific binding of transcriptional factors to precise motifs in the promoter region, underlines responses to an environmental cue. Therefore, analysis of promoter sequences could ascertain the spatio-temporal expression of genes and overall stress responses. Unavailability of genomic information does not permit such analysis in S. hexandrum, especially on regulation of PTOX pathway. Accordingly, this study describes isolation and in silico analysis of 5'-upstream regions of ShPLR (PINORESINOL-LARICIRESINOL REDUCTASE) and ShSLD (SECOISOLARICIRESINOL DEHYDROGENASE), the two key genes of the PTOX biosynthetic pathway. Data showed a range of motifs related to basal transcription, stress-responsive elements, such as those for drought, low temperature, and light, suggesting that the expression of these genes and resulting PTOX accumulation would be affected by, at least, these environmental cues. While the impact of temperature and light on PTOX accumulation is well studied, the effect of water deficit on the physiology of S. hexandrum and PTOX accumulation remains obscure. Given the presence of drought-responsive elements in the promoters of the key genes, the impact of water deficit on growth and development and PTOX accumulation was studied. The results showed decline in relative water content and net photosynthetic rate, and increase in relative electrolyte leakage with stress progression. Plants under stress exhibited a reduction in transpiration rate and chlorophyll content, with a gradual increase in osmoprotectant content. Besides, stressed plants showed an increase in the expression of genes involved in the phenylpropanoid pathway and PTOX biosynthesis, and an increase in PTOX accumulation. Upon re-watering, non-irrigated plants showed a significant improvement in biochemical and physiological parameters. Summarily, our results demonstrated the importance of osmoprotectants during water deficit and the revival capacity of the species from water deficit, wherein PTOX synthesis was also modulated. Moreover, isolated promoter sequences could be employed in genetic transformation to mediate the expression of stress-induced genes in other plant systems.
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Affiliation(s)
- Anita Kumari
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Vivek Dogra
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Rohit Joshi
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Sanjay Kumar
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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Liang Y, Wei K, Wei F, Qin S, Deng C, Lin Y, Li M, Gu L, Wei G, Miao J, Zhang Z. Integrated transcriptome and small RNA sequencing analyses reveal a drought stress response network in Sophora tonkinensis. BMC PLANT BIOLOGY 2021; 21:566. [PMID: 34856930 PMCID: PMC8641164 DOI: 10.1186/s12870-021-03334-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 11/10/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Sophora tonkinensis Gagnep is a traditional Chinese medical plant that is mainly cultivated in southern China. Drought stress is one of the major abiotic stresses that negatively impacts S. tonkinensis growth. However, the molecular mechanisms governing the responses to drought stress in S. tonkinensis at the transcriptional and posttranscriptional levels are not well understood. RESULTS To identify genes and miRNAs involved in drought stress responses in S. tonkinensis, both mRNA and small RNA sequencing was performed in root samples under control, mild drought, and severe drought conditions. mRNA sequencing revealed 66,476 unigenes, and the differentially expressed unigenes (DEGs) were associated with several key pathways, including phenylpropanoid biosynthesis, sugar metabolism, and quinolizidine alkaloid biosynthesis pathways. A total of 10 and 30 transcription factors (TFs) were identified among the DEGs under mild and severe drought stress, respectively. Moreover, small RNA sequencing revealed a total of 368 miRNAs, including 255 known miRNAs and 113 novel miRNAs. The differentially expressed miRNAs and their target genes were involved in the regulation of plant hormone signal transduction, the spliceosome, and ribosomes. Analysis of the regulatory network involved in the response to drought stress revealed 37 differentially expressed miRNA-mRNA pairs. CONCLUSION This is the first study to simultaneously profile the expression patterns of mRNAs and miRNAs on a genome-wide scale to elucidate the molecular mechanisms of the drought stress responses of S. tonkinensis. Our results suggest that S. tonkinensis implements diverse mechanisms to modulate its responses to drought stress.
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Affiliation(s)
- Ying Liang
- College of Agriculture, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Road, Cangshan District, Fuzhou, 350002, People's Republic of China
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Kunhua Wei
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Fan Wei
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Shuangshuang Qin
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Chuanhua Deng
- Guangxi Forest Inventory and Planning Institute, Nanning, 530011, China
| | - Yang Lin
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Mingjie Li
- College of Agriculture, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Road, Cangshan District, Fuzhou, 350002, People's Republic of China
| | - Li Gu
- College of Agriculture, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Road, Cangshan District, Fuzhou, 350002, People's Republic of China
| | - Guili Wei
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China
| | - Jianhua Miao
- Guangxi key Laboratory of Medicinal Resources Protection and Genetic Improvement, Guangxi Botanical Garden of Medicinal Plants, No. 189 Changgang Road, Xingning District, Nanning, 530023, People's Republic of China.
- Guangxi Engineering Research Center of TCM Resource Intelligent Creation, Guangxi Botanical Garden of Medicinal Plants, Nanning, 530023, China.
| | - Zhongyi Zhang
- College of Agriculture, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Road, Cangshan District, Fuzhou, 350002, People's Republic of China.
- Key Laboratory of Genetics, Breeding and Comprehensive Utilization of Crops, Ministry of Education, Fujian Agriculture and Forestry University, Fuzhou, 350002, China.
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10
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Zhang J, Peng Z, Liu Q, Yang G, Zhou L, Li W, Wang H, Chen Z, Guo T. Time Course Analysis of Genome-Wide Identification of Mutations Induced by and Genes Expressed in Response to Carbon Ion Beam Irradiation in Rice ( Oryza sativa L.). Genes (Basel) 2021; 12:genes12091391. [PMID: 34573373 PMCID: PMC8469171 DOI: 10.3390/genes12091391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 12/12/2022] Open
Abstract
Heavy-ion irradiation is a powerful mutagen and is widely used for mutation breeding. In this study, using whole-genome sequencing (WGS) and RNA sequencing (RNA-seq) techniques, we comprehensively characterized these dynamic changes caused by mutations at three time points (48, 96, and 144 h after irradiation) and the expression profiles of rice seeds irradiated with C ions at two doses. Subsequent WGS analysis revealed that more mutations were detected in response to 40 Gy carbon ion beam (CIB) irradiation than 80 Gy of CIB irradiation at the initial stage (48 h post-irradiation). In the mutants generated from both irradiation doses, single-base substitutions (SBSs) were the most frequent type of mutation induced by CIB irradiation. Among the mutations, the predominant ones were C:T and A:G transitions. CIB irradiation also induced many short InDel mutations. RNA-seq analysis at the three time points showed that the number of differentially expressed genes (DEGs) was highest at 48 h post-irradiation. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of the DEGs showed that the "replication and repair" pathway was enriched specifically 48 h post-irradiation. These results indicate that the DNA damage response (DDR) and the mechanism of DNA repair tend to quickly start within the initial stage (48 h) after irradiation.
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Affiliation(s)
- Jian Zhang
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Ziai Peng
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Qiling Liu
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Guili Yang
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Libin Zhou
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China; (L.Z.); (W.L.)
| | - Wenjian Li
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China; (L.Z.); (W.L.)
| | - Hui Wang
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Zhiqiang Chen
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
| | - Tao Guo
- National Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou 510642, China; (J.Z.); (Z.P.); (Q.L.); (G.Y.); (H.W.); (Z.C.)
- Correspondence: ; Tel./Fax: +86-20-3860-4903
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11
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Jia X, Feng H, Bu Y, Ji N, Lyu Y, Zhao S. Comparative Transcriptome and Weighted Gene Co-expression Network Analysis Identify Key Transcription Factors of Rosa chinensis 'Old Blush' After Exposure to a Gradual Drought Stress Followed by Recovery. Front Genet 2021; 12:690264. [PMID: 34335694 PMCID: PMC8320538 DOI: 10.3389/fgene.2021.690264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 05/24/2021] [Indexed: 12/13/2022] Open
Abstract
Rose is one of the most fundamental ornamental crops, but its yield and quality are highly limited by drought. The key transcription factors (TFs) and co-expression networks during rose’s response to drought stress and recovery after drought stress are still limited. In this study, the transcriptomes of leaves of 2-year-old cutting seedlings of Rosa chinensis ‘Old Blush’ from three continuous droughted stages (30, 60, 90 days after full watering) and rewatering were analyzed using RNA sequencing. Weighted gene co-expression network analysis (WGCNA) was used to construct a co-expression network, which was associated with the physiological traits of drought response to discovering the hub TFs involved in drought response. More than 45 million high-quality clean reads were generated from the sample and used for comparison with the rose reference genome. A total of 46433 differentially expressed genes (DEGs) were identified. Gene Ontology (GO) term enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis indicated that drought stress caused significant changes in signal transduction, plant hormones including ABA, auxin, brassinosteroid (BR), cytokinin, ethylene (ET), jasmonic acid (JA) and salicylic acid (SA), primary and secondary metabolism, and a certain degree of recovery after rewatering. Gene co-expression analysis identified 18 modules, in which four modules showed a high degree of correlation with physiological traits. In addition, 42 TFs including members of NACs, WRKYs, MYBs, AP2/ERFs, ARFs, and bHLHs with high connectivity in navajowhite1 and blue modules were screened. This study provides the transcriptome sequencing report of R. chinensis ‘Old Blush’ during drought stress and rewatering process. The study also identifies the response of candidate TFs to drought stress, providing guidelines for improving the drought tolerance of the rose through molecular breeding in the future.
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Affiliation(s)
- Xin Jia
- Beijing Key Laboratory of Ornamental Germplasm Innovation and Molecular Breeding, China National Engineering Research Center for Floriculture, College of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Hui Feng
- Beijing Key Laboratory of Greening Plant Breeding, Beijing Institute of Landscape Architecture, Beijing, China
| | - Yanhua Bu
- Beijing Key Laboratory of Greening Plant Breeding, Beijing Institute of Landscape Architecture, Beijing, China
| | - Naizhe Ji
- Beijing Key Laboratory of Greening Plant Breeding, Beijing Institute of Landscape Architecture, Beijing, China
| | - Yingmin Lyu
- Beijing Key Laboratory of Ornamental Germplasm Innovation and Molecular Breeding, China National Engineering Research Center for Floriculture, College of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Shiwei Zhao
- Beijing Key Laboratory of Greening Plant Breeding, Beijing Institute of Landscape Architecture, Beijing, China
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12
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Zhang J, Wu F, Yan Q, John UP, Cao M, Xu P, Zhang Z, Ma T, Zong X, Li J, Liu R, Zhang Y, Zhao Y, Kanzana G, Lv Y, Nan Z, Spangenberg G, Wang Y. The genome of Cleistogenes songorica provides a blueprint for functional dissection of dimorphic flower differentiation and drought adaptability. PLANT BIOTECHNOLOGY JOURNAL 2021; 19:532-547. [PMID: 32964579 PMCID: PMC7955882 DOI: 10.1111/pbi.13483] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 09/13/2020] [Indexed: 05/24/2023]
Abstract
Cleistogenes songorica (2n = 4x = 40) is a desert grass with a unique dimorphic flowering mechanism and an ability to survive extreme drought. Little is known about the genetics underlying drought tolerance and its reproductive adaptability. Here, we sequenced and assembled a high-quality chromosome-level C. songorica genome (contig N50 = 21.28 Mb). Complete assemblies of all telomeres, and of ten chromosomes were derived. C. songorica underwent a recent tetraploidization (~19 million years ago) and four major chromosomal rearrangements. Expanded genes were significantly enriched in fatty acid elongation, phenylpropanoid biosynthesis, starch and sucrose metabolism, and circadian rhythm pathways. By comparative transcriptomic analysis we found that conserved drought tolerance related genes were expanded. Transcription of CsMYB genes was associated with differential development of chasmogamous and cleistogamous flowers, as well as drought tolerance. Furthermore, we found that regulation modules encompassing miRNA, transcription factors and target genes are involved in dimorphic flower development, validated by overexpression of CsAP2_9 and its targeted miR172 in rice. Our findings enable further understanding of the mechanisms of drought tolerance and flowering in C. songorica, and provide new insights into the adaptability of native grass species in evolution, along with potential resources for trait improvement in agronomically important species.
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Affiliation(s)
- Jiyu Zhang
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Fan Wu
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Qi Yan
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Ulrik P John
- Agriculture Victoria Research, Department of Jobs, Precincts and RegionsAgriBio, Centre for AgriBioscience, La Trobe UniversityVictoriaAustralia
| | - Mingshu Cao
- AgResearch Limited, Grasslands Research CentrePalmerston NorthNew Zealand
| | - Pan Xu
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Zhengshe Zhang
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Tiantian Ma
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Xifang Zong
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Jie Li
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Ruijuan Liu
- Key Laboratory of Adaptation and Evolution of Plateau BiotaNorthwest Institute of Plateau BiologyChinese Academy of SciencesXiningChina
| | - Yufei Zhang
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Yufeng Zhao
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Gisele Kanzana
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Yanyan Lv
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - Zhibiao Nan
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
| | - German Spangenberg
- Agriculture Victoria Research, Department of Jobs, Precincts and RegionsAgriBio, Centre for AgriBioscience, La Trobe UniversityVictoriaAustralia
| | - Yanrong Wang
- State Key Laboratory of Grassland Agro‐ecosystemsKey Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural AffairsEngineering Research Center of Grassland Industry, Ministry of EducationCollege of Pastoral Agriculture Science and TechnologyLanzhou UniversityLanzhouChina
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Feng S, Fang H, Liu X, Dong Y, Wang Q, Yang KQ. Genome-wide identification and characterization of long non-coding RNAs conferring resistance to Colletotrichum gloeosporioides in walnut (Juglans regia). BMC Genomics 2021; 22:15. [PMID: 33407106 PMCID: PMC7789297 DOI: 10.1186/s12864-020-07310-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 12/07/2020] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Walnut anthracnose caused by Colletotrichum gloeosporioides (Penz.) Penz. and Sacc. is an important walnut production problem in China. Although the long non-coding RNAs (lncRNAs) are important for plant disease resistance, the molecular mechanisms underlying resistance to C. gloeosporioides in walnut remain poorly understood. RESULTS The anthracnose-resistant F26 fruits from the B26 clone and the anthracnose-susceptible F423 fruits from the 4-23 clone of walnut were used as the test materials. Specifically, we performed a comparative transcriptome analysis of F26 and F423 fruit bracts to identify differentially expressed LncRNAs (DELs) at five time-points (tissues at 0 hpi, pathological tissues at 24 hpi, 48 hpi, 72 hpi, and distal uninoculated tissues at 120 hpi). Compared with F423, a total of 14,525 DELs were identified, including 10,645 upregulated lncRNAs and 3846 downregulated lncRNAs in F26. The number of upregulated lncRNAs in F26 compared to in F423 was significantly higher at the early stages of C. gloeosporioides infection. A total of 5 modules related to disease resistance were screened by WGCNA and the target genes of lncRNAs were obtained. Bioinformatic analysis showed that the target genes of upregulated lncRNAs were enriched in immune-related processes during the infection of C. gloeosporioides, such as activation of innate immune response, defense response to bacterium, incompatible interaction and immune system process, and enriched in plant hormone signal transduction, phenylpropanoid biosynthesis and other pathways. And 124 known target genes for 96 hub lncRNAs were predicted, including 10 known resistance genes. The expression of 5 lncRNAs and 5 target genes was confirmed by qPCR, which was consistent with the RNA-seq data. CONCLUSIONS The results of this study provide the basis for future functional characterizations of lncRNAs regarding the C. gloeosporioides resistance of walnut fruit bracts.
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Affiliation(s)
- Shan Feng
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China
| | - Hongcheng Fang
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China
- State Forestry and Grassland Administration Key Laboratory of Silviculture in the Downstream Areas of the Yellow River, Tai'an, 271018, Shandong Province, China
- Shandong Taishan Forest Ecosystem Research Station, Tai'an, 271018, Shandong Province, China
| | - Xia Liu
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China
- Department of Science and Technology, Qingdao Agricultural University, Qingdao, 266109, Shandong Province, China
| | - Yuhui Dong
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China
| | - Qingpeng Wang
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China
| | - Ke Qiang Yang
- College of Forestry, Shandong Agricultural University, Tai'an, 271018, Shandong Province, China.
- State Forestry and Grassland Administration Key Laboratory of Silviculture in the Downstream Areas of the Yellow River, Tai'an, 271018, Shandong Province, China.
- Shandong Taishan Forest Ecosystem Research Station, Tai'an, 271018, Shandong Province, China.
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14
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Dong FS, Lv MY, Wang JP, Shi XP, Liang XX, Liu YW, Yang F, Zhao H, Chai JF, Zhou S. Transcriptome analysis of activated charcoal-induced growth promotion of wheat seedlings in tissue culture. BMC Genet 2020; 21:69. [PMID: 32631217 PMCID: PMC7336497 DOI: 10.1186/s12863-020-00877-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 06/25/2020] [Indexed: 11/18/2022] Open
Abstract
Background Activated charcoal (AC) is highly adsorbent and is often used to promote seedling growth in plant tissue culture; however, the underlying molecular mechanism remains unclear. In this study, root and leaf tissues of 10-day-old seedlings grown via immature embryo culture in the presence or absence of AC in the culture medium were subjected to global transcriptome analysis by RNA sequencing to provide insights into the effects of AC on seedling growth. Results In total, we identified 18,555 differentially expressed genes (DEGs). Of these, 11,182 were detected in the roots and 7373 in the leaves. In seedlings grown in the presence of AC, 9460 DEGs were upregulated and 7483 DEGs were downregulated in the presence of AC as compared to the control. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed 254 DEG-enriched pathways, 226 of which were common between roots and leaves. Further analysis of the major metabolic pathways revealed that AC stimulated the expression of nine genes in the phenylpropanoid biosynthesis pathway, including PLA, CYP73A, COMT, CYP84A, and 4CL, the protein products of which promote cell differentiation and seedling growth. Further, AC upregulated genes involved in plant hormone signaling related to stress resistance and disease resistance, including EIN3, BZR1, JAR1, JAZ, and PR1, and downregulated genes related to plant growth inhibition, including BKI1, ARR-B, DELLA, and ABF. Conclusions Growth medium containing AC promotes seedling growth by increasing the expression of certain genes in the phenylpropanoid biosynthesis pathway, which are related to cell differentiation and seedling growth, as well as genes involved in plant hormone signaling, which is related to resistance.
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Affiliation(s)
- Fu-Shuang Dong
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Meng-Yu Lv
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Jin-Ping Wang
- Institute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050000, China
| | - Xue-Ping Shi
- The Semi-arid Agriculture Engineering & Technology Research Center of P.R. China, Shijiazhuang, 050000, China
| | - Xin-Xia Liang
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Yong-Wei Liu
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Fan Yang
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - He Zhao
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Jian-Fang Chai
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China
| | - Shuo Zhou
- Institute of Genetics and Physiology, Hebei Academy of Agriculture and Forestry Sciences, Plant Genetic Transformation Center of Hebei Province, Shijiazhuang, 050000, China.
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