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Yu Y, Zhang G, Chen Y, Bai Q, Gao C, Zeng L, Li Z, Cheng Y, Chen J, Sun X, Guo L, Xu J, Yan Z. Selection of Reference Genes for qPCR Analyses of Gene Expression in Ramie Leaves and Roots across Eleven Abiotic/Biotic Treatments. Sci Rep 2019; 9:20004. [PMID: 31882847 PMCID: PMC6934855 DOI: 10.1038/s41598-019-56640-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Accepted: 12/16/2019] [Indexed: 12/25/2022] Open
Abstract
Quantitative real-time PCR (qPCR) is commonly used for deciphering gene functions. For effective qPCR analyses, suitable reference genes are needed for normalization. The objective of this study is to identify the appropriate reference gene(s) for qPCR analyses of the leaves and roots of ramie (Boehmeria nivea L.), an important natural fiber crop. To accomplish this goal, we investigated the expression patterns of eight common plant qPCR reference genes in ramie leaves and roots under five abiotic stresses, five hormonal treatments, and one biotic stress. The relative expression stabilities of the eight genes were evaluated using four common but different approaches: geNorm, NormFinder, BestKeeper, and RefFinder. Across the 11 tested conditions, ACT1 was the most stably expressed among the eight genes while GAPDH displayed the biggest variation. Overall, while variations in the suggested reference genes were found for different tissue x treatment combinations, our analyses revealed that together, genes ACT1, CYP2, and UBQ can provide robust references for gene expression studies of ramie leaves under most conditions, while genes EF-1α, TUB, and ACT1 can be used for similar studies of ramie roots. Our results should help future functional studies of the genes in ramie genome across tissues and environmental conditions.
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Affiliation(s)
- Yongting Yu
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Gang Zhang
- College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, 712406, China
| | - Yikun Chen
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Qingqing Bai
- College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang, 712406, China
| | - Chunsheng Gao
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Liangbin Zeng
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Zhimin Li
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Yi Cheng
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Jia Chen
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Xiangping Sun
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Litao Guo
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
| | - Jianping Xu
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China. .,Department of Biology, McMaster University, Hamilton, Ontario, L8S 4K1, Canada.
| | - Zhun Yan
- Department of Plant Protection, Institute of Bast Fiber Crops and Center for Southern Economic Crops, Chinese Academy of Agricultural Science, Changsha, 410205, China
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Powell WA, Newhouse AE, Coffey V. Developing Blight-Tolerant American Chestnut Trees. Cold Spring Harb Perspect Biol 2019; 11:a034587. [PMID: 31110131 PMCID: PMC6601460 DOI: 10.1101/cshperspect.a034587] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
An invasive fungal pathogen has reduced the American chestnut (Castanea dentata), once a keystone tree species within its natural range in the eastern United States and Canada, to functional extinction. To help restore this important canopy tree, blight-tolerant American chestnut trees have been developed using an oxalate oxidase-encoding gene from wheat. This enzyme breaks down oxalate, which is produced by the pathogen and forms killing cankers. Expressing oxalate oxidase results in blight tolerance, where the tree and the fungus can coexist, which is a more evolutionarily stable relationship than direct pathogen resistance. Genetic engineering (GE) typically makes a very small change in the tree's genome, potentially avoiding incompatible gene interactions that have been detected in some chestnut hybrids. The GE American chestnut also retains all the wild American chestnut's alleles for habitat adaptation, which are important for a forest ecosystem restoration program.
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Affiliation(s)
- William A Powell
- American Chestnut Research and Restoration Project, College of Environmental Science and Forestry, Syracuse, New York 13210, USA
- Department of Environmental and Forest Biology, College of Environmental Science and Forestry, State University of New York, Syracuse, New York 13210, USA
| | - Andrew E Newhouse
- Department of Environmental and Forest Biology, College of Environmental Science and Forestry, State University of New York, Syracuse, New York 13210, USA
| | - Vernon Coffey
- Department of Environmental and Forest Biology, College of Environmental Science and Forestry, State University of New York, Syracuse, New York 13210, USA
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Vishwakarma H, Junaid A, Manjhi J, Singh GP, Gaikwad K, Padaria JC. Heat stress transcripts, differential expression, and profiling of heat stress tolerant gene TaHsp90 in Indian wheat (Triticum aestivum L.) cv C306. PLoS One 2018; 13:e0198293. [PMID: 29939987 PMCID: PMC6016904 DOI: 10.1371/journal.pone.0198293] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 05/16/2018] [Indexed: 12/18/2022] Open
Abstract
To generate a genetic resource of heat stress responsive genes/ESTs, suppression subtractive hybridization (SSH) library was constructed in a heat and drought stress tolerant Indian bread wheat cultivar C306. Ninety three days old plants during grain filling stage were subjected to heat stress at an elevated temperature of 37°C and 42°C for different time intervals (30 min, 1h, 2h, 4h, and 6h). Two subtractive cDNA libraries were prepared with RNA isolated from leaf samples at 37°C and 42°C heat stress. The ESTs obtained were reconfirmed by reverse northern dot blot hybridization. A total of 175 contigs and 403 singlets were obtained from 1728 ESTs by gene ontology analysis. Differential expression under heat stress was validated for a few selected genes (10) by qRT-PCR. A transcript showing homology to Hsp90 was observed to be upregulated (7.6 fold) under heat stress in cv. C306. CDS of TaHsp90 (Accession no. MF383197) was isolated from cv. C306 and characterized. Heterologous expression of TaHsp90 was validated in E. coli BL21 and confirmed by protein gel blot and MALDI-TOF analysis. Computational based analysis was carried out to understand the molecular functioning of TaHsp90. The heat stress responsive SSH library developed led to identification of a number of heat responsive genes/ESTs, which can be utilized for unravelling the heat tolerance mechanism in wheat. Gene TaHsp90 isolated and characterized in the present study can be utilized for developing heat tolerant transgenic crops.
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Affiliation(s)
| | - Alim Junaid
- National Research Centre on Plant Biotechnology, Pusa campus, New Delhi, India
| | | | | | - Kishor Gaikwad
- National Research Centre on Plant Biotechnology, Pusa campus, New Delhi, India
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Ballester AR, Norelli J, Burchard E, Abdelfattah A, Levin E, González-Candelas L, Droby S, Wisniewski M. Transcriptomic Response of Resistant (PI613981- Malus sieversii) and Susceptible ("Royal Gala") Genotypes of Apple to Blue Mold ( Penicillium expansum) Infection. FRONTIERS IN PLANT SCIENCE 2017; 8:1981. [PMID: 29201037 PMCID: PMC5696741 DOI: 10.3389/fpls.2017.01981] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Accepted: 11/02/2017] [Indexed: 05/18/2023]
Abstract
Malus sieversii from Central Asia is a progenitor of the modern domesticated apple (Malus × domestica). Several accessions of M. sieversii are highly resistant to the postharvest pathogen Penicillium expansum. A previous study identified the qM-Pe3.1 QTL on LG3 for resistance to P. expansum in the mapping population GMAL4593, developed using the resistant accession, M. sieversii -PI613981, and the susceptible cultivar "Royal Gala" (RG) (M. domestica), as parents. The goal of the present study was to characterize the transcriptomic response of susceptible RG and resistant PI613981 apple fruit to wounding and inoculation with P. expansum using RNA-Seq. Transcriptomic analyses 0-48 h post inoculation suggest a higher basal level of resistance and a more rapid and intense defense response to wounding and wounding plus inoculation with P. expansum in M. sieversii -PI613981 than in RG. Functional analysis showed that ethylene-related genes and genes involved in "jasmonate" and "MYB-domain transcription factor family" were over-represented in the resistant genotype. It is suggested that the more rapid response in the resistant genotype (Malus sieversii-PI613981) plays a major role in the resistance response. At least twenty DEGs were mapped to the qM-Pe3.1 QTL (M × d v.1: 26,848,396-28,424,055) on LG3, and represent potential candidate genes responsible for the observed resistance QTL in M. sieversii-PI613981. RT-qPCR of several of these genes was used to validate the RNA-Seq data and to confirm their higher expression in MS0.
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Affiliation(s)
- Ana-Rosa Ballester
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Valencia, Spain
- *Correspondence: Ana-Rosa Ballester
| | - John Norelli
- United States Department of Agriculture–Agricultural Research Service, Kearneysville, WV, United States
| | - Erik Burchard
- United States Department of Agriculture–Agricultural Research Service, Kearneysville, WV, United States
| | - Ahmed Abdelfattah
- Dipartimento di Agraria, Università Mediterranea di Reggio Calabria, Reggio Calabria, Italy
| | - Elena Levin
- Agricultural Research Organization, Volcani Center, Bet Dagan, Israel
| | | | - Samir Droby
- Agricultural Research Organization, Volcani Center, Bet Dagan, Israel
| | - Michael Wisniewski
- United States Department of Agriculture–Agricultural Research Service, Kearneysville, WV, United States
- Michael Wisniewski
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Transcriptome Analysis of Ramie (Boehmeria nivea L. Gaud.) in Response to Ramie Moth (Cocytodes coerulea Guenée) Infestation. BIOMED RESEARCH INTERNATIONAL 2016; 2016:3702789. [PMID: 27034936 PMCID: PMC4789370 DOI: 10.1155/2016/3702789] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 12/13/2015] [Accepted: 02/01/2016] [Indexed: 11/27/2022]
Abstract
The ramie moth Cocytodes coerulea Guenée (RM) is an economically important pest that seriously impairs the yield of ramie, an important natural fiber crop. The molecular mechanisms that underlie the ramie-pest interactions are unclear up to date. Therefore, a transcriptome profiling analysis would aid in understanding the ramie defense mechanisms against RM. In this study, we first constructed two cDNA libraries derived from RM-challenged (CH) and unchallenged (CK) ramie leaves. The subsequent sequencing of the CH and CK libraries yielded 40.2 and 62.8 million reads, respectively. Furthermore, de novo assembling of these reads generated 26,759 and 29,988 unigenes, respectively. An integrated assembly of data from these two libraries resulted in 46,533 unigenes, with an average length of 845 bp per unigene. Among these genes, 24,327 (52.28%) were functionally annotated by predicted protein function. A comparative analysis of the CK and CH transcriptome profiles revealed 1,980 differentially expressed genes (DEGs), of which 750 were upregulated and 1,230 were downregulated. A quantitative real-time PCR (qRT-PCR) analysis of 13 random selected genes confirmed the gene expression patterns that were determined by Illumina sequencing. Among the DEGs, the expression patterns of transcription factors, protease inhibitors, and antioxidant enzymes were studied. Overall, these results provide useful insights into the defense mechanism of ramie against RM.
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Chen J, Dai L, Wang B, Liu L, Peng D. Cloning of expansin genes in ramie (Boehmeria nivea L.) based on universal fast walking. Gene 2015; 569:27-33. [PMID: 25481635 DOI: 10.1016/j.gene.2014.11.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Revised: 11/11/2014] [Accepted: 11/13/2014] [Indexed: 10/24/2022]
Abstract
Gene cloning is the first step to study the expression profiles and functions of a particular gene; considerable cloning methods have been developed. Expansin, thought to involve in the cell-wall modification events, was not cloned in ramie (Boehmeria nivea L.), which is one of the most important bast fiber crops with little conducted molecular research, especially on its fiber development. Studying the expansin gene family will uncover its possible relationship with ramie fiber development and other growth events. As a result, five expansin genes were cloned with full-length and their sequence information was investigated. Additionally, the phylogenetic analysis was conducted, which suggested that the cloned genes belong to the α-subfamily, and these genes expressed differently during ramie fiber developmental process. In this study, we aimed to apply a strategy for cloning novel full-length genes from genomic DNA of ramie, based on using degenerate primers, touchdown polymerase chain reaction and universal fast walking protocols. By cloning five full-length expansin genes, we believe the polymerase chain reaction-based gene cloning strategy could be applied to general gene studies in ramie and other crops.
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Affiliation(s)
- Jie Chen
- MOA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China.
| | - Lunjin Dai
- MOA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China.
| | - Bo Wang
- MOA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China.
| | - Lijun Liu
- MOA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China.
| | - Dingxiang Peng
- MOA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China.
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Huang X, Chen J, Bao Y, Liu L, Jiang H, An X, Dai L, Wang B, Peng D. Transcript profiling reveals auxin and cytokinin signaling pathways and transcription regulation during in vitro organogenesis of Ramie (Boehmeria nivea L. Gaud). PLoS One 2014; 9:e113768. [PMID: 25415356 PMCID: PMC4240604 DOI: 10.1371/journal.pone.0113768] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 10/28/2014] [Indexed: 12/13/2022] Open
Abstract
In vitro organogenesis, one of the most common pathways leading to in vitro plant regeneration, is widely used in biotechnology and the fundamental study of plant biology. Although previous studies have constructed a complex regulatory network model for Arabidopsis in vitro organogenesis, no related study has been reported in ramie. To generate more complete observations of transcriptome content and dynamics during ramie in vitro organogenesis, we constructed a reference transcriptome library and ten digital gene expression (DGE) libraries for illumina sequencing. Approximately 111.34 million clean reads were obtained for transcriptome and the DGE libraries generated between 13.5 and 18.8 million clean reads. De novo assembly produced 43,222 unigenes and a total of 5,760 differentially expressed genes (DEGs) were filtered. Searching against the Kyoto Encyclopedia of Genes and Genomes Pathway database, 26 auxin related and 11 cytokinin related DEGs were selected for qRT-PCR validation of two ramie cultivars, which had high (Huazhu No. 5) or extremely low (Dazhuhuangbaima) shoot regeneration abilities. The results revealed differing regulation patterns of auxin and cytokinin in different genotypes. Here we report the first genome-wide gene expression profiling of in vitro organogenesis in ramie and provide an overview of transcription and phytohormone regulation during the process. Furthermore, the auxin and cytokinin related genes have distinct expression patterns in two ramie cultivars with high or extremely low shoot regeneration ability, which has given us a better understanding of the in vitro organogenesis mechanism. This result will provide a foundation for future phytohormone research and lead to improvements of the ramie regeneration system.
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Affiliation(s)
- Xing Huang
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Jie Chen
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Yaning Bao
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Lijun Liu
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Hui Jiang
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Xia An
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Lunjin Dai
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Bo Wang
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
| | - Dingxiang Peng
- College of Plant Science and Technology, Huazhong Agricultural University, #1 Shizishan Street, Hongshan District, Wuhan 430070, Hubei Province, China
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Zhu S, Tang S, Tang Q, Liu T. Genome-wide transcriptional changes of ramie (Boehmeria nivea L. Gaud) in response to root-lesion nematode infection. Gene 2014; 552:67-74. [PMID: 25218245 DOI: 10.1016/j.gene.2014.09.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Revised: 08/27/2014] [Accepted: 09/05/2014] [Indexed: 12/27/2022]
Abstract
Ramie fiber extracted from stem bark is one of the most important natural fibers. The root-lesion nematode (RLN) Pratylenchus coffeae is a major ramie pest and causes large fiber yield losses in China annually. The response mechanism of ramie to RLN infection is poorly understood. In this study, we identified genes that are potentially involved in the RLN-resistance in ramie using Illumina pair-end sequencing in two RLN-infected plants (Inf1 and Inf2) and two control plants (CO1 and CO2). Approximately 56.3, 51.7, 43.4, and 45.0 million sequencing reads were generated from the libraries of CO1, CO2, Inf1, and Inf2, respectively. De novo assembly for these 196 million reads yielded 50,486 unigenes with an average length of 853.3bp. A total of 24,820 (49.2%) genes were annotated for their function. Comparison of gene expression levels between CO and Inf ramie revealed 777 differentially expressed genes (DEGs). The expression levels of 12 DEGs were further confirmed by real-time quantitative PCR (qRT-PCR). Pathway enrichment analysis showed that three pathways (phenylalanine metabolism, carotenoid biosynthesis, and phenylpropanoid biosynthesis) were strongly influenced by RLN infection. A series of candidate genes and pathways that may contribute to the defense response against RLN in ramie will be helpful for further improving resistance to RLN infection.
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Affiliation(s)
- Siyuan Zhu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha 410205, China.
| | - Shouwei Tang
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha 410205, China.
| | - Qingming Tang
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha 410205, China.
| | - Touming Liu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha 410205, China.
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