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Zhou M, Riva A, Gauthier MPL, Kladde MP, Ferl RJ, Paul AL. Single-molecule long-read methylation profiling reveals regional DNA methylation regulated by Elongator Complex Subunit 2 in Arabidopsis roots experiencing spaceflight. Biol Direct 2024; 19:33. [PMID: 38689301 PMCID: PMC11059628 DOI: 10.1186/s13062-024-00476-z] [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: 02/20/2024] [Accepted: 04/10/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND The Advanced Plant Experiment-04 - Epigenetic Expression (APEX-04-EpEx) experiment onboard the International Space Station examined the spaceflight-altered cytosine methylation in two genetic lines of Arabidopsis thaliana, wild-type Col-0 and the mutant elp2-5, which is deficient in an epigenetic regulator Elongator Complex Subunit 2 (ELP2). Whole-genome bisulfite sequencing (WGBS) revealed distinct spaceflight associated methylation differences, presenting the need to explore specific space-altered methylation at single-molecule resolution to associate specific changes over large regions of spaceflight related genes. To date, tools of multiplexed targeted DNA methylation sequencing remain limited for plant genomes. RESULTS To provide methylation data at single-molecule resolution, Flap-enabled next-generation capture (FENGC), a novel targeted multiplexed DNA capture and enrichment technique allowing cleavage at any specified sites, was applied to survey spaceflight-altered DNA methylation in genic regions of interest. The FENGC capture panel contained 108 targets ranging from 509 to 704 nt within the promoter or gene body regions of gene targets derived from spaceflight whole-genome data sets. In addition to genes with significant changes in expression and average methylation levels between spaceflight and ground control, targets with space-altered distributions of the proportion of methylated cytosines per molecule were identified. Moreover, trends of co-methylation of different cytosine contexts were exhibited in the same DNA molecules. We further identified significant DNA methylation changes in three previously biological process-unknown genes, and loss-of-function mutants of two of these genes (named as EMO1 and EMO2 for ELP2-regulated Methylation in Orbit 1 and 2) showed enhanced root growth rate. CONCLUSIONS FENGC simplifies and reduces the cost of multiplexed, targeted, single-molecule profiling of methylation in plants, providing additional resolution along each DNA molecule that is not seen in population-based short-read data such as WGBS. This case study has revealed spaceflight-altered regional modification of cytosine methylation occurring within single DNA molecules of cell subpopulations, which were not identified by WGBS. The single-molecule survey by FENGC can lead to identification of novel functional genes. The newly identified EMO1 and EMO2 are root growth regulators which may be epigenetically involved in plant adaptation to spaceflight.
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Affiliation(s)
- Mingqi Zhou
- Department of Horticultural Sciences, University of Florida, 2550 Hull Road, Fifield Hall, 32611, Gainesville, FL, USA
| | - Alberto Riva
- Interdisciplinary Center for Biotechnology Research, University of Florida, 2033 Mowry Road, 32610, Gainesville, FL, USA
| | - Marie-Pierre L Gauthier
- Department of Biochemistry and Molecular Biology, University of Florida, 2033 Mowry Rd, 32610, Gainesville, FL, USA
| | - Michael P Kladde
- Department of Biochemistry and Molecular Biology, University of Florida, 2033 Mowry Rd, 32610, Gainesville, FL, USA
| | - Robert J Ferl
- Department of Horticultural Sciences, University of Florida, 2550 Hull Road, Fifield Hall, 32611, Gainesville, FL, USA.
- UF Research, University of Florida, 1523 Union Rd, Grinter Hall, 32611, Gainesville, FL, USA.
| | - Anna-Lisa Paul
- Department of Horticultural Sciences, University of Florida, 2550 Hull Road, Fifield Hall, 32611, Gainesville, FL, USA.
- Interdisciplinary Center for Biotechnology Research, University of Florida, 2033 Mowry Road, 32610, Gainesville, FL, USA.
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Xu S, Guo Z, Feng X, Shao S, Yang Y, Li J, Zhong C, He Z, Shi S. Where whole-genome duplication is most beneficial: Adaptation of mangroves to a wide salinity range between land and sea. Mol Ecol 2023; 32:460-475. [PMID: 34882881 DOI: 10.1111/mec.16320] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 11/08/2021] [Accepted: 12/01/2021] [Indexed: 01/11/2023]
Abstract
Whole-genome duplication (WGD) is believed to increase the chance of adaptation to a new environment. This conjecture may apply particularly well to new environments that are not only different but also more variable than ancestral habitats. One such prominent environment is the interface between land and sea, which has been invaded by woody plants, collectively referred as mangroves, multiple times. Here, we use two distantly related mangrove species (Avicennia marina and Rhizophora apiculata) to explore the effects of WGD on the adaptive process. We found that a high proportion of duplicated genes retained after WGD have acquired derived differential expression in response to salt gradient treatment. The WGD duplicates differentially expressed in at least one copy usually (>90%) diverge from their paralogues' expression profiles. Furthermore, both species evolved in parallel to have one paralogue expressed at a high level in both fresh water and hypersaline conditions but at a lower level at medium salinity. The pattern contrasts with the conventional view of monotone increase/decrease as salinity increases. Differentially expressed copies have thus probably acquired a new role in salinity tolerance. Our results indicate that the WGD duplicates may have evolved to function collaboratively in coping with different salinity levels, rather than specializing in the intermediate salinity optimal for mangrove plants. In conclusion, WGD and the retained duplicates appear to be an effective solution for adaptation to new and unstable environments.
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Affiliation(s)
- Shaohua Xu
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Zixiao Guo
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Xiao Feng
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Shao Shao
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Yuchen Yang
- State Key Laboratory of Biocontrol, School of Ecology, Sun Yat-sen University, Guangzhou, China
| | - Jianfang Li
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Cairong Zhong
- Hainan Academy of Forestry (Hainan Academy of Mangrove), Haikou, China
| | - Ziwen He
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Suhua Shi
- State Key Laboratory of Biocontrol, Guangdong Key Lab of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
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Xing L, Zhu M, Luan M, Zhang M, Jin L, Liu Y, Zou J, Wang L, Xu M. miR169q and NUCLEAR FACTOR YA8 enhance salt tolerance by activating PEROXIDASE1 expression in response to ROS. PLANT PHYSIOLOGY 2022; 188:608-623. [PMID: 34718783 PMCID: PMC8774724 DOI: 10.1093/plphys/kiab498] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 09/28/2021] [Indexed: 05/10/2023]
Abstract
Salt stress significantly reduces the productivity of crop plants including maize (Zea mays). miRNAs are major regulators of plant growth and stress responses, but few studies have examined the potential impacts of miRNAs on salt stress responses in maize. Here, we show that ZmmiR169q is responsive to stress-induced ROS signals. After detecting that salt stress and exogenous H2O2 treatment reduced the accumulation of ZmmiR169q, stress assays with transgenic materials showed that depleting ZmmiR169q increased seedling salt tolerance whereas overexpressing ZmmiR169q decreased salt tolerance. Helping explain these observations, we found that ZmmiR169q repressed the transcript abundance of its target NUCLEAR FACTOR YA8 (ZmNF-YA8), and overexpression of ZmNF-YA8 in maize improved salt tolerance, specifically by transcriptionally activating the expression of the efficient antioxidant enzyme PEROXIDASE1. Our study reveals a direct functional link between salt stress and a miR169q-NF-YA8 regulatory module that plants use to manage ROS stress and strongly suggests that ZmNF-YA8 can be harnessed as a resource for developing salt-tolerant crop varieties.
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Affiliation(s)
- Lijuan Xing
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Ming Zhu
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
- College of Life and Environmental Sciences, Minzu University of China, 100081 Beijing, China
| | - Mingda Luan
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Min Zhang
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Lian Jin
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Yueping Liu
- College of Bioscience and Resources Environment, Beijing University of Agriculture, 102206 Beijing, China
| | - Junjie Zou
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Lei Wang
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
| | - Miaoyun Xu
- CAAS/Key Laboratory of Agricultural Genomics (Beijing), Ministry of Agriculture, Biotechnology Research Institute, 100081 Beijing, China
- Author for communication:
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Akiyama R, Sun J, Hatakeyama M, Lischer HEL, Briskine RV, Hay A, Gan X, Tsiantis M, Kudoh H, Kanaoka MM, Sese J, Shimizu KK, Shimizu‐Inatsugi R. Fine-scale empirical data on niche divergence and homeolog expression patterns in an allopolyploid and its diploid progenitor species. THE NEW PHYTOLOGIST 2021; 229:3587-3601. [PMID: 33222195 PMCID: PMC7986779 DOI: 10.1111/nph.17101] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 11/09/2020] [Indexed: 05/09/2023]
Abstract
Polyploidization is pervasive in plants, but little is known about the niche divergence of wild allopolyploids (species that harbor polyploid genomes originating from different diploid species) relative to their diploid progenitor species and the gene expression patterns that may underlie such ecological divergence. We conducted a fine-scale empirical study on habitat and gene expression of an allopolyploid and its diploid progenitors. We quantified soil properties and light availability of habitats of an allotetraploid Cardamine flexuosa and its diploid progenitors Cardamine amara and Cardamine hirsuta in two seasons. We analyzed expression patterns of genes and homeologs (homeologous gene copies in allopolyploids) using RNA sequencing. We detected niche divergence between the allopolyploid and its diploid progenitors along water availability gradient at a fine scale: the diploids in opposite extremes and the allopolyploid in a broader range between diploids, with limited overlap with diploids at both ends. Most of the genes whose homeolog expression ratio changed among habitats in C. flexuosa varied spatially and temporally. These findings provide empirical evidence for niche divergence between an allopolyploid and its diploid progenitor species at a fine scale and suggest that divergent expression patterns of homeologs in an allopolyploid may underlie its persistence in diverse habitats.
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Affiliation(s)
- Reiko Akiyama
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
| | - Jianqiang Sun
- Research Center for Agricultural Information TechnologyNational Agriculture and Food Research Organization3‐1‐1 KannondaiTsukubaIbaraki305‐8517Japan
| | - Masaomi Hatakeyama
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
- Functional Genomics Center ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
- Swiss Institute of BioinformaticsQuartier Sorge – Batiment GenopodeLausanneCH‐1015Switzerland
| | - Heidi E. L. Lischer
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
- Swiss Institute of BioinformaticsQuartier Sorge – Batiment GenopodeLausanneCH‐1015Switzerland
- Interfaculty Bioinformatics UnitUniversity of BernBaltzerstrasse 6BernCH‐3012Switzerland
| | - Roman V. Briskine
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
- Functional Genomics Center ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
| | - Angela Hay
- Department of Comparative Development and GeneticsMax Planck Institute for Plant Breeding ResearchCarl‐von‐Linné‐Weg 10Köln50829Germany
| | - Xiangchao Gan
- Department of Comparative Development and GeneticsMax Planck Institute for Plant Breeding ResearchCarl‐von‐Linné‐Weg 10Köln50829Germany
| | - Miltos Tsiantis
- Department of Comparative Development and GeneticsMax Planck Institute for Plant Breeding ResearchCarl‐von‐Linné‐Weg 10Köln50829Germany
| | - Hiroshi Kudoh
- Center for Ecological ResearchKyoto UniversityHirano 2‐509‐3Otsu520‐2113Japan
| | - Masahiro M. Kanaoka
- Division of Biological Science, Graduate School of ScienceNagoya UniversityFuro‐cho, Chikusa‐kuNagoya464‐8602Japan
| | - Jun Sese
- Humanome Lab, Inc.L‐HUB 3F1‐4, Shumomiyabi‐choShinjukuTokyo162‐0822Japan
- Artificial Intelligence Research CenterAIST2‐3‐26 AomiKoto‐kuTokyo135‐0064Japan
- AIST‐Tokyo Tech RWBC‐OIL2‐12‐1 OkayamaMeguro‐kuTokyo152‐8550Japan
| | - Kentaro K. Shimizu
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
- Kihara Institute for Biological Research (KIBR)Yokohama City University641‐12 MaiokaTotsuka‐wardYokohama244‐0813Japan
| | - Rie Shimizu‐Inatsugi
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
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Phosphatase AtDBP1 negatively regulates drought and salt tolerance through altering leaf surface permeability in Arabidopsis. Mol Biol Rep 2020; 47:3585-3592. [PMID: 32342434 DOI: 10.1007/s11033-020-05451-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 04/09/2020] [Indexed: 02/03/2023]
Abstract
In our previous study, AtDBP1 encoding a DBP factor was identified as a putative abiotic stress candidate gene. DBP factors are important regulators that participate in both transcriptional regulation and post-translational regulation, but their roles in abiotic stress are still not well-understood. So we conducted a detailed study on the function of AtDBP1 in abiotic stress. It is found that expression of AtDBP1 could be induced by drought and salt, and the induction by salt was inhibited in ABA-deficient mutant aba2-3, indicating the expression of AtDBP1 was ABA-inducible. Overexpression of AtDBP1 resulted in a rapid stomatal closure, and elevated expression of drought/salt-responsive genes, which should help Arabidopsis to enhance the drought and salt tolerance. Unexpectedly, overexpression of AtDBP1 decreased the drought and salt tolerance of Arabidopsis. Further analysis suggested that AtDBP1 is involved in cuticle wax and cuticle membrane regulation. Overexpression of AtDBP1 showed increased cuticular conductance due to a decreased cuticle wax accumulation and cuticle membrane thickness. The cuticular wax provides an essential barrier for decreasing nonstomatal water loss during drought stress, so overexpression of AtDBP1 showed decreased drought tolerance possibly ascribed to the change of cuticle membrane structure. Our previous study elucidated that AtDBP1 was also involved in flowering time regulation. Taken together, the results above indicated that AtDBP1 was involved in both plant development and stress regulation. The mechanism of AtDBP1 in this study indicates that genes involved in both plant development and stress regulation might be not suitable for production application in breeding. Collectively, our results provide some new ideas on purposefully increasing the abiotic stress without influence on plant growth and development.
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6
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Ignatova L, Zhurikova E, Ivanov B. The presence of the low molecular mass carbonic anhydrase in photosystem II of C3 higher plants. JOURNAL OF PLANT PHYSIOLOGY 2019; 232:94-99. [PMID: 30537617 DOI: 10.1016/j.jplph.2018.11.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 11/14/2018] [Accepted: 11/17/2018] [Indexed: 05/24/2023]
Abstract
The carrier of carbonic anhydrase (CA) activity was detected in gel among low molecular mass proteins from pea, spinach and Arabidopsis, after nondenaturing electrophoresis in PAAG of the dodecyl-β-d-maltoside treated PSII membranes (the fragments of thylakoid membrane containing PSII complexes). The elimination of Mn-stabilizing protein PsbO by treatment of PSII membranes with salts, did not lead to a decrease in CA activity observed in the gel although it reduced the amount of this protein down to 25% compared to the original sample. The isolated protein PsbO did not demonstrated CA activity. The distinguished features of CA activity of PSII membranes were as follows: 1) resistance to heating, 2) high sensitivity to ethoxyzolamide, the specific inhibitor of CA, and 3) stimulation of this activity by acetazolamide, another specific inhibitor of CA at low concentration of the latter. CA activity was not stimulated by acetazolamide in the PSII membranes samples from Arabidopsis thaliana mutants with knocked out gene At4g20990 encoding αCA4 (according to the nomenclature by Fabre et al., 2007). Taking into account the above data and our previous findings that the energy-dependent part of nonphotochemical quenching of chlorophyll a fluorescence is highly suppressed in that mutant, we suppose that thylakoid membranes of higher plants contain in the vicinity of PSII complex a true CA belonging to the α family of CAs.
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Affiliation(s)
- Lyudmila Ignatova
- Institute of Basic Biological Problems of Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia.
| | - Elena Zhurikova
- Institute of Basic Biological Problems of Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia
| | - Boris Ivanov
- Institute of Basic Biological Problems of Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia
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7
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Rudenko NN, Fedorchuk TP, Vetoshkina DV, Zhurikova EM, Ignatova LK, Ivanov BN. Influence of knockout of At4g20990 gene encoding α-CA4 on photosystem II light-harvesting antenna in plants grown under different light intensities and day lengths. PROTOPLASMA 2018; 255:69-78. [PMID: 28643084 DOI: 10.1007/s00709-017-1133-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Accepted: 06/05/2017] [Indexed: 05/24/2023]
Abstract
Effect of knockout of the At4g20990 gene encoding α-carbonic anhydrase 4 (α-CA4) in Arabidopsis thaliana in plants grown in low light (LL, 80 μmol photons m-2 s-1) or in high light (HL, 400 μmol photons m-2 s-1) under long (LD, 16 h) or short (SD, 8 h) day length was studied. In α-CA4 knockout plants, under all studied conditions, the non-photochemical quenching was lower; the decrease was more pronounced under HL. This pointed to α-CA4 implication in the processes leading to energy dissipation in PSII antenna. In this context the content of major antenna proteins Lhcb1 and Lhcb2 was lower in α-CA4 knockouts than in wild-type (WT) plants under all growth conditions. The expression level of lhcb2 gene was also lower in mutants grown under LD, LL and HL in comparison to WT. At the same time, this level was higher in mutants grown under SD, LL and it was the same under SD, HL. Overall, the data showed that the knockout of the At4g20990 gene affected both the contents of proteins of PSII light-harvesting complex and the expression level of genes encoding these proteins, with peculiarities dependent on day length. These data together with the fact of a decrease of non-photochemical quenching of leaf chlorophyll a fluorescence in α-CA4-mut as compared with that in WT plants implied that α-CA4 participates in acclimation of photosynthetic apparatus to light intensity, possibly playing important role in the photoprotection. The role of this CA can be especially important in plants growing under high illumination conditions.
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Affiliation(s)
- Natalia N Rudenko
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia.
| | - Tatyana P Fedorchuk
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia
| | - Daria V Vetoshkina
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia
| | - Elena M Zhurikova
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia
| | - Lyudmila K Ignatova
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia
| | - Boris N Ivanov
- Institute of Basic Biological Problems, Russian Academy of Sciences, 142290, Pushchino, Moscow Region, Russia
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Yeon B, Ahn E, Kim KI, Kim IW, Oh JM, Park T. Analysis of pharmacogenomic variants associated with population differentiation. PLoS One 2015; 10:e0119994. [PMID: 25807276 PMCID: PMC4373713 DOI: 10.1371/journal.pone.0119994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 02/03/2015] [Indexed: 11/17/2022] Open
Abstract
In the present study, we systematically investigated population differentiation of drug-related (DR) genes in order to identify common genetic features underlying population-specific responses to drugs. To do so, we used the International HapMap project release 27 Data and Pharmacogenomics Knowledge Base (PharmGKB) database. First, we compared four measures for assessing population differentiation: the chi-square test, the analysis of variance (ANOVA) F-test, Fst, and Nearest Shrunken Centroid Method (NSCM). Fst showed high sensitivity with stable specificity among varying sample sizes; thus, we selected Fst for determining population differentiation. Second, we divided DR genes from PharmGKB into two groups based on the degree of population differentiation as assessed by Fst: genes with a high level of differentiation (HD gene group) and genes with a low level of differentiation (LD gene group). Last, we conducted a gene ontology (GO) analysis and pathway analysis. Using all genes in the human genome as the background, the GO analysis and pathway analysis of the HD genes identified terms related to cell communication. "Cell communication" and "cell-cell signaling" had the lowest Benjamini-Hochberg's q-values (0.0002 and 0.0006, respectively), and "drug binding" was highly enriched (16.51) despite its relatively high q-value (0.0142). Among the 17 genes related to cell communication identified in the HD gene group, five genes (STX4, PPARD, DCK, GRIK4, and DRD3) contained single nucleotide polymorphisms with Fst values greater than 0.5. Specifically, the Fst values for rs10871454, rs6922548, rs3775289, rs1954787, and rs167771 were 0.682, 0.620, 0.573, 0.531, and 0.510, respectively. In the analysis using DR genes as the background, the HD gene group contained six significant terms. Five were related to reproduction, and one was "Wnt signaling pathway," which has been implicated in cancer. Our analysis suggests that the HD gene group from PharmGKB is associated with cell communication and drug binding.
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Affiliation(s)
- Bora Yeon
- Interdisciplinary Program in Bioinformatics, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - Eunyong Ahn
- Interdisciplinary Program in Bioinformatics, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - Kyung-Im Kim
- College of Pharmacy, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - In-Wha Kim
- College of Pharmacy, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - Jung Mi Oh
- College of Pharmacy, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - Taesung Park
- Interdisciplinary Program in Bioinformatics, Seoul National University, Gwanak-ro, Gwanak-gu, Seoul, Korea
- Department of Statistics, Seoul National University, Seoul, Korea
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A hormone-responsive C1-domain-containing protein At5g17960 mediates stress response in Arabidopsis thaliana. PLoS One 2015; 10:e0115418. [PMID: 25590629 PMCID: PMC4295845 DOI: 10.1371/journal.pone.0115418] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Accepted: 11/22/2014] [Indexed: 12/17/2022] Open
Abstract
Phytohormones play a critical role in mediating plant stress response. They employ a variety of proteins for coordinating such processes. In Arabidopsis thaliana, some members of a Cys-rich protein family known as C1-clan proteins were involved in stress response, but the actual function of the protein family is largely unknown. We studied At5g17960, a C1-clan protein member that possesses three unique C1 signature domains viz. C1_2, C1_3 and ZZ/PHD type. Additionally, we identified 72 other proteins in A. thaliana that contain all three unique signature domains. Subsequently, the 73 proteins were phylogenetically classified into IX subgroups. Promoter motif analysis of the 73 genes identified the presence of hormone-responsive and stress-responsive putative cis-regulatory elements. Furthermore, we observed that transcript levels of At5g17960 were induced in response to different hormones and stress treatments. At1g35610 and At3g13760, two other members of subgroup IV, also showed upregulation upon GA3, biotic and abiotic stress treatments. Moreover, seedlings of independent transgenic A. thaliana lines ectopically expressing or suppressing At5g17960 also showed differential regulation of several abiotic stress-responsive marker genes. Thus, our data suggest that C1-domain-containing proteins have a role to play in plant hormone-mediated stress responses, thereby assigning a putative function for the C1-clan protein family.
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Zhang X, Lu G, Long W, Zou X, Li F, Nishio T. Recent progress in drought and salt tolerance studies in Brassica crops. BREEDING SCIENCE 2014; 64:60-73. [PMID: 24987291 PMCID: PMC4031111 DOI: 10.1270/jsbbs.64.60] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Accepted: 03/19/2014] [Indexed: 05/19/2023]
Abstract
Water deficit imposed by either drought or salinity brings about severe growth retardation and yield loss of crops. Since Brassica crops are important contributors to total oilseed production, it is urgently needed to develop tolerant cultivars to ensure yields under such adverse conditions. There are various physiochemical mechanisms for dealing with drought and salinity in plants at different developmental stages. Accordingly, different indicators of tolerance to drought or salinity at the germination, seedling, flowering and mature stages have been developed and used for germplasm screening and selection in breeding practices. Classical genetic and modern genomic approaches coupled with precise phenotyping have boosted the unravelling of genes and metabolic pathways conferring drought or salt tolerance in crops. QTL mapping of drought and salt tolerance has provided several dozen target QTLs in Brassica and the closely related Arabidopsis. Many drought- or salt-tolerant genes have also been isolated, some of which have been confirmed to have great potential for genetic improvement of plant tolerance. It has been suggested that molecular breeding approaches, such as marker-assisted selection and gene transformation, that will enhance oil product security under a changing climate be integrated in the development of drought- and salt-tolerant Brassica crops.
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Affiliation(s)
- Xuekun Zhang
- Key Laboratory of Oil Crops Biology and Genetic Improvement, Ministry of Agriculture, Oil Crops Research Institute,
CAAS, Wuhan 430062,
China
| | - Guangyuan Lu
- Key Laboratory of Oil Crops Biology and Genetic Improvement, Ministry of Agriculture, Oil Crops Research Institute,
CAAS, Wuhan 430062,
China
| | - Weihua Long
- Key Laboratory of Oil Crops Biology and Genetic Improvement, Ministry of Agriculture, Oil Crops Research Institute,
CAAS, Wuhan 430062,
China
- Institute of Industrial Crops, Jiangsu Academy of Agricultural Sciences,
Nanjing 210014,
China
| | - Xiling Zou
- Key Laboratory of Oil Crops Biology and Genetic Improvement, Ministry of Agriculture, Oil Crops Research Institute,
CAAS, Wuhan 430062,
China
| | - Feng Li
- Key Laboratory of Oil Crops Biology and Genetic Improvement, Ministry of Agriculture, Oil Crops Research Institute,
CAAS, Wuhan 430062,
China
| | - Takeshi Nishio
- Graduate School of Agricultural Science, Tohoku University,
Sendai, Miyagi 981-8555,
Japan
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11
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Bernfur K, Larsson O, Larsson C, Gustavsson N. Relative abundance of integral plasma membrane proteins in Arabidopsis leaf and root tissue determined by metabolic labeling and mass spectrometry. PLoS One 2013; 8:e71206. [PMID: 23990937 PMCID: PMC3747180 DOI: 10.1371/journal.pone.0071206] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Accepted: 07/03/2013] [Indexed: 12/21/2022] Open
Abstract
Metabolic labeling of proteins with a stable isotope (15N) in intact Arabidopsis plants was used for accurate determination by mass spectrometry of differences in protein abundance between plasma membranes isolated from leaves and roots. In total, 703 proteins were identified, of which 188 were predicted to be integral membrane proteins. Major classes were transporters, receptors, proteins involved in membrane trafficking and cell wall-related proteins. Forty-one of the integral proteins, including nine of the 13 isoforms of the PIP (plasma membrane intrinsic protein) aquaporin subfamily, could be identified by peptides unique to these proteins, which made it possible to determine their relative abundance in leaf and root tissue. In addition, peptides shared between isoforms gave information on the proportions of these isoforms. A comparison between our data for protein levels and corresponding data for mRNA levels in the widely used database Genevestigator showed an agreement for only about two thirds of the proteins. By contrast, localization data available in the literature for 21 of the 41 proteins show a much better agreement with our data, in particular data based on immunostaining of proteins and GUS-staining of promoter activity. Thus, although mRNA levels may provide a useful approximation for protein levels, detection and quantification of isoform-specific peptides by proteomics should generate the most reliable data for the proteome.
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Affiliation(s)
- Katja Bernfur
- Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University, Lund, Sweden
- * E-mail:
| | - Olaf Larsson
- Mutation Analysis Facility, Clinical Research Centre, Novum, Huddinge University Hospital, Stockholm, Sweden
| | - Christer Larsson
- Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University, Lund, Sweden
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12
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AtPP2CG1, a protein phosphatase 2C, positively regulates salt tolerance of Arabidopsis in abscisic acid-dependent manner. Biochem Biophys Res Commun 2012; 422:710-5. [DOI: 10.1016/j.bbrc.2012.05.064] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2012] [Accepted: 05/12/2012] [Indexed: 11/22/2022]
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13
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Ranjan A, Nigam D, Asif MH, Singh R, Ranjan S, Mantri S, Pandey N, Trivedi I, Rai KM, Jena SN, Koul B, Tuli R, Pathre UV, Sawant SV. Genome wide expression profiling of two accession of G. herbaceum L. in response to drought. BMC Genomics 2012; 13:94. [PMID: 22424186 PMCID: PMC3320563 DOI: 10.1186/1471-2164-13-94] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2011] [Accepted: 03/16/2012] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Genome-wide gene expression profiling and detailed physiological investigation were used for understanding the molecular mechanism and physiological response of Gossypium herbaceum, which governs the adaptability of plants in drought conditions. Recently, microarray-based gene expression analysis is commonly used to decipher genes and genetic networks controlling the traits of interest. However, the results of such an analysis are often plagued due to a limited number of genes (probe sets) on microarrays. On the other hand, pyrosequencing of a transcriptome has the potential to detect rare as well as a large number of transcripts in the samples quantitatively. We used Affymetrix microarray as well as Roche's GS-FLX transcriptome sequencing for a comparative analysis of cotton transcriptome in leaf tissues under drought conditions. RESULTS Fourteen accessions of Gossypium herbaceum were subjected to mannitol stress for preliminary screening; two accessions, namely Vagad and RAHS-14, were selected as being the most tolerant and most sensitive to osmotic stress, respectively. Affymetrix cotton arrays containing 24,045 probe sets and Roche's GS-FLX transcriptome sequencing of leaf tissue were used to analyze the gene expression profiling of Vagad and RAHS-14 under drought conditions. The analysis of physiological measurements and gene expression profiling showed that Vagad has the inherent ability to sense drought at a much earlier stage and to respond to it in a much more efficient manner than does RAHS-14. Gene Ontology (GO) studies showed that the phenyl propanoid pathway, pigment biosynthesis, polyketide biosynthesis, and other secondary metabolite pathways were enriched in Vagad under control and drought conditions as compared with RAHS-14. Similarly, GO analysis of transcriptome sequencing showed that the GO terms responses to various abiotic stresses were significantly higher in Vagad. Among the classes of transcription factors (TFs) uniquely expressed in both accessions, RAHS-14 showed the expression of ERF and WRKY families. The unique expression of ERFs in response to drought conditions reveals that RAHS-14 responds to drought by inducing senescence. This was further supported by transcriptome analysis which revealed that RAHS-14 responds to drought by inducing many transcripts related to senescence and cell death. CONCLUSION The comparative genome-wide gene expression profiling study of two accessions of G.herbaceum under drought stress deciphers the differential patterns of gene expression, including TFs and physiologically relevant processes. Our results indicate that drought tolerance observed in Vagad is not because of a single molecular reason but is rather due to several unique mechanisms which Vagad has developed as an adaptation strategy.
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Affiliation(s)
- Alok Ranjan
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Deepti Nigam
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Mehar H Asif
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Ruchi Singh
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Sanjay Ranjan
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Shrikant Mantri
- National Agri-Food Biotechnology Institute, Department of Biotechnology, C-127, Industrial Area, S.A.S. Nagar, Phase 8, Mohali-160071, Punjab, India
| | - Neha Pandey
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Ila Trivedi
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Krishan Mohan Rai
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Satya N Jena
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Bhupendra Koul
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Rakesh Tuli
- National Agri-Food Biotechnology Institute, Department of Biotechnology, C-127, Industrial Area, S.A.S. Nagar, Phase 8, Mohali-160071, Punjab, India
| | - Uday V Pathre
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
| | - Samir V Sawant
- Council of Scientific and Industrial Research-National Botanical Research Institute, Rana Pratap Marg, Lucknow 226001, UP, India
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14
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Yang XY, Chen ZW, Xu T, Qu Z, Pan XD, Qin XH, Ren DT, Liu GQ. Arabidopsis kinesin KP1 specifically interacts with VDAC3, a mitochondrial protein, and regulates respiration during seed germination at low temperature. THE PLANT CELL 2011; 23:1093-106. [PMID: 21406623 PMCID: PMC3082256 DOI: 10.1105/tpc.110.082420] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2010] [Revised: 02/10/2011] [Accepted: 02/21/2011] [Indexed: 05/17/2023]
Abstract
The involvement of cytoskeleton-related proteins in regulating mitochondrial respiration has been revealed in mammalian cells. However, it is unclear if there is a relationship between the microtubule-based motor protein kinesin and mitochondrial respiration. In this research, we demonstrate that a plant-specific kinesin, Kinesin-like protein 1 (KP1; At KIN14 h), is involved in respiratory regulation during seed germination at a low temperature. Using in vitro biochemical methods and in vivo transgenic cell observations, we demonstrate that KP1 is able to localize to mitochondria via its tail domain (C terminus) and specifically interacts with a mitochondrial outer membrane protein, voltage-dependent anion channel 3 (VDAC3). Targeting of the KP1-tail to mitochondria is dependent on the presence of VDAC3. When grown at 4° C, KP1 dominant-negative mutants (TAILOEs) and vdac3 mutants exhibited a higher seed germination frequency. All germinating seeds of the kp1 and vdac3 mutants had increased oxygen consumption; the respiration balance between the cytochrome pathway and the alternative oxidase pathway was disrupted, and the ATP level was reduced. We conclude that the plant-specific kinesin, KP1, specifically interacts with VDAC3 on the mitochondrial outer membrane and that both KP1 and VDAC3 regulate aerobic respiration during seed germination at low temperature.
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Zhai H, Bai X, Zhu Y, Li Y, Cai H, Ji W, Ji Z, Liu X, Liu X, Li J. A single-repeat R3-MYB transcription factor MYBC1 negatively regulates freezing tolerance in Arabidopsis. Biochem Biophys Res Commun 2010; 394:1018-23. [PMID: 20331973 DOI: 10.1016/j.bbrc.2010.03.114] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2010] [Accepted: 03/17/2010] [Indexed: 10/19/2022]
Abstract
We had previously identified the MYBC1 gene, which encodes a single-repeat R3-MYB protein, as a putative osmotic responding gene; however, no R3-MYB transcription factor has been reported to regulate osmotic stress tolerance. Thus, we sought to elucidate the function of MYBC1 in response to osmotic stresses. Real-time RT-PCR analysis indicated that MYBC1 expression responded to cold, dehydration, salinity and exogenous ABA at the transcript level. mybc1 mutants exhibited an increased tolerance to freezing stress, whereas 35S::MYBC1 transgenic plants exhibited decreased cold tolerance. Transcript levels of some cold-responsive genes, including CBF/DREB genes, KIN1, ADC1, ADC2 and ZAT12, though, were not altered in the mybc1 mutants or the 35S::MYBC1 transgenic plants in response to cold stress, as compared to the wild type. Microarray analysis results that are publically available were investigated and found transcript level of MYBC1 was not altered by overexpression of CBF1, CBF2, and CBF3, suggesting that MYBC1 is not down regulated by these CBF family members. Together, these results suggested that MYBC1is capable of negatively regulating the freezing tolerance of Arabidopsis in the CBF-independent pathway. In transgenic Arabidopsis carrying an MYBC1 promoter driven beta-glucuronidase (GUS) construct, GUS activity was observed in all tissues and was relatively stronger in the vascular tissues. Fused MYBC1 and GFP protein revealed that MYBC1 was localized exclusively in the nuclear compartment.
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Affiliation(s)
- Hong Zhai
- Plant Bioengineering Laboratory, Northeast Agricultural University, Harbin 150030, PR China.
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