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Liu H, Liu J, Chen P, Zhang X, Wang K, Lu J, Li Y. Selection and Validation of Optimal RT-qPCR Reference Genes for the Normalization of Gene Expression under Different Experimental Conditions in Lindera megaphylla. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112185. [PMID: 37299163 DOI: 10.3390/plants12112185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/18/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023]
Abstract
Lindera megaphylla, a broad-leaved evergreen that is used as a landscape ornamental plant and medicinal plant, is an ecologically important and dominant tree species. However, little is known about the molecular mechanisms of its growth, development, and metabolism. The selection of suitable reference genes is critical for molecular biological analyses. To date, no research on reference genes as a foundation for gene expression analysis has been undertaken in L. megaphylla. In this study, 14 candidate genes were selected from the transcriptome database of L. megaphylla for RT-qPCR assay under different conditions. Results showed that helicase-15 and UBC28 were most stable in different tissues of seedlings and adult trees. For different leaf developmental stages, the best combination of reference genes was ACT7 and UBC36. UBC36 and TCTP were the best under cold treatment, while PAB2 and CYP20-2 were the best under heat treatment. Finally, a RT-qPCR assay of LmNAC83 and LmERF60 genes were used to further verify the reliability of selected reference genes above. This work is the first to select and evaluate the stability of reference genes for the normalization of gene expression analysis in L. megaphylla and will provide an important foundation for future genetic studies of this species.
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Affiliation(s)
- Hongli Liu
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
| | - Jing Liu
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
| | - Peng Chen
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
| | - Xin Zhang
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
| | - Ke Wang
- Zhengzhou Botanical Garden, Zhengzhou 450042, China
| | - Jiuxing Lu
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
| | - Yonghua Li
- International Union Laboratory of Landscape Architecture of Henan, College of Landscape Architecture and Arts, Henan Agricultural University, Zhengzhou 450003, China
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de Oliveira LF, Piovezani AR, Ivanov DA, Yoshida L, Segal Floh EI, Kato MJ. Selection and validation of reference genes for measuring gene expression in Piper species at different life stages using RT-qPCR analysis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 171:201-212. [PMID: 35007951 DOI: 10.1016/j.plaphy.2021.12.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/03/2021] [Accepted: 12/27/2021] [Indexed: 06/14/2023]
Abstract
The secondary metabolism of Piper species is known to produce a myriad of natural products from various biosynthetic pathways which, represent a rich source of previously uncharacterized chemical compounds. The determination of gene expression profiles in multiple tissue/organ samples could provide valuable clues towards understanding the potential biological functions of chemical changes in these plants. Studies on gene expression by RT-qPCR require particularly careful selection of suitable reference genes as a control for normalization. Here, we provide a study for the identification of reliable reference genes in P. arboreum, P. gaudichaudianum, P. malacophyllum, and P. tuberculatum, at two different life stages: 2-month-old seedlings and adult plants. To do this, annotated sequences were recovered from transcriptome datasets of the above listed Piper spp. These sequences were subjected to expression analysis using RT-qPCR, followed by analysis using the geNorm and NormFinder algorithms. A set of five genes were identified showing stable expression: ACT7 (Actin-7), Cyclophilin (Peptidyl-prolyl cis-trans isomerase), EF1α (Elongation factor 1-alpha), RNABP (RNA-binding protein), and UBCE (Ubiquitin conjugating enzyme). The universality of these genes was then validated using two target genes, ADC (arginine decarboxylase) and SAMDC (S-adenosylmethionine decarboxylase), which are involved in the biosynthesis of polyamines. We showed that normalization genes varied according to Piper spp., and we provide a list of recommended pairs of the best combination for each species. This study provides the first set of suitable candidate genes for gene expression studies in the four Piper spp. assayed, and the findings will facilitate subsequent transcriptomic and functional gene research.
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Affiliation(s)
- Leandro Francisco de Oliveira
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua Do Matão, 277, 05508-090, São Paulo, SP, Brazil
| | - Amanda Rusiska Piovezani
- Department of Fundamental Chemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes, 748, São Paulo, 05508-900, São Paulo, Brazil; Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua Do Matão, 277, 05508-090, São Paulo, SP, Brazil
| | - Dimitre A Ivanov
- Department of Fundamental Chemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes, 748, São Paulo, 05508-900, São Paulo, Brazil; Department of Biology, University of Western Ontario, 1151 Richmond St, London, ON, Canada, N6A 3K7
| | - Leonardo Yoshida
- Department of Fundamental Chemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes, 748, São Paulo, 05508-900, São Paulo, Brazil
| | - Eny Iochevet Segal Floh
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua Do Matão, 277, 05508-090, São Paulo, SP, Brazil.
| | - Massuo Jorge Kato
- Department of Fundamental Chemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes, 748, São Paulo, 05508-900, São Paulo, Brazil
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Callegari Ferrari R, Pires Bittencourt P, Yumi Nagumo P, Silva Oliveira W, Aurineide Rodrigues M, Hartwell J, Freschi L. Developing Portulaca oleracea as a model system for functional genomics analysis of C 4/CAM photosynthesis. FUNCTIONAL PLANT BIOLOGY : FPB 2021; 48:666-682. [PMID: 33256895 DOI: 10.1071/fp20202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 10/20/2020] [Indexed: 06/12/2023]
Abstract
Previously regarded as an intriguing photosynthetic curiosity, the occurrence of C4 and Crassulacean acid metabolism (CAM) photosynthesis within a single organism has recently emerged as a source of information for future biotechnological use. Among C4/CAM facultative species, Portulaca oleracea L. has been used as a model for biochemical and gene expression analysis of C4/CAM under field and laboratory conditions. In the present work, we focussed on developing molecular tools to facilitate functional genomics studies in this species, from the optimisation of RNA isolation protocols to a method for stable genetic transformation. Eleven variations of RNA extraction procedures were tested and compared for RNA quantity and quality. Also, 7 sample sets comprising total RNA from hormonal and abiotic stress treatments, distinct plant organs, leaf developmental stages, and subspecies were used to select, among 12 reference genes, the most stable reference genes for RT-qPCR analysis of each experimental condition. Furthermore, different explant sources, Agrobacterium tumefaciens strains, and regeneration and antibiotic selection media were tested in various combinations to optimise a protocol for stable genetic transformation of P. oleracea. Altogether, we provide essential tools for functional gene analysis in the context of C4/CAM photosynthesis, including an efficient RNA isolation method, preferred reference genes for RT-qPCR normalisation for a range of experimental conditions, and a protocol to produce P. oleracea stable transformants using A. tumefaciens.
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Affiliation(s)
- Renata Callegari Ferrari
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil
| | - Priscila Pires Bittencourt
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil
| | - Paula Yumi Nagumo
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil
| | - Willian Silva Oliveira
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil
| | - Maria Aurineide Rodrigues
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil
| | - James Hartwell
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Luciano Freschi
- Departamento de Botânica, Instituto de Biociências, Universidade de São Paulo, São Paulo 05508-090, Brasil; and Corresponding author.
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de Oliveira LF, Navarro BV, Cerruti GV, Elbl P, Minocha R, Minocha SC, Dos Santos ALW, Floh EIS. Polyamine- and Amino Acid-Related Metabolism: The Roles of Arginine and Ornithine are Associated with the Embryogenic Potential. PLANT & CELL PHYSIOLOGY 2018; 59:1084-1098. [PMID: 29490084 DOI: 10.1093/pcp/pcy049] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Accepted: 02/24/2018] [Indexed: 05/25/2023]
Abstract
The mechanisms that control polyamine (PA) metabolism in plant cell lines with different embryogenic potential are not well understood. This study involved the use of two Araucaria angustifolia cell lines, one of which was defined as being blocked, in that the cells were incapable of developing somatic embryos, and the other as being responsive, as the cells could generate somatic embryos. Cellular PA metabolism was modulated by using 5 mM arginine (Arg) or ornithine (Orn) at two time points during cell growth. Two days after subculturing with Arg, an increase in citrulline (Cit) content was observed, followed by a higher expression of genes related to PA catabolism in the responsive cell line; whereas, in the blocked cell line, we only observed an accumulation of PAs. After 14 d, metabolism was directed towards putrescine accumulation in both cell lines. Exogenous Arg and Orn not only caused a change in cellular contents of PAs, but also altered the abundance of a broader spectrum of amino acids. Specifically, Cit was the predominant amino acid. We also noted changes in the expression of genes related to PA biosynthesis and catabolism. These results indicate that Arg and Orn act as regulators of both biosynthetic and catabolic PA metabolites; however, we suggest that they have distinct roles associated with embryogenic potential of the cells.
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Affiliation(s)
- Leandro Francisco de Oliveira
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
| | - Bruno Viana Navarro
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
| | - Giovanni Victório Cerruti
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
| | - Paula Elbl
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
| | - Rakesh Minocha
- USDA Forest Service, Northern Research Station, 271 Mast Rd, Durham, NH 03824, USA
| | - Subhash C Minocha
- Department of Biological Sciences, University of New Hampshire, Durham, NH 03824, USA
| | - André Luis Wendt Dos Santos
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
| | - Eny Iochevet Segal Floh
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, Rua do Matão, 277, room 107, São Paulo, SP 05508-090, Brazil
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Navarro BV, Elbl P, De Souza AP, Jardim V, de Oliveira LF, Macedo AF, dos Santos ALW, Buckeridge MS, Floh EIS. Carbohydrate-mediated responses during zygotic and early somatic embryogenesis in the endangered conifer, Araucaria angustifolia. PLoS One 2017; 12:e0180051. [PMID: 28678868 PMCID: PMC5497979 DOI: 10.1371/journal.pone.0180051] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 06/08/2017] [Indexed: 12/30/2022] Open
Abstract
Three zygotic developmental stages and two somatic Araucaria angustifolia cell lines with contrasting embryogenic potential were analyzed to identify the carbohydrate-mediated responses associated with embryo formation. Using a comparison between zygotic and somatic embryogenesis systems, the non-structural carbohydrate content, cell wall sugar composition and expression of genes involved in sugar sensing were analyzed, and a network analysis was used to identify coordinated features during embryogenesis. We observed that carbohydrate-mediated responses occur mainly during the early stages of zygotic embryo formation, and that during seed development there are coordinated changes that affect the development of the different structures (embryo and megagametophyte). Furthermore, sucrose and starch accumulation were associated with the responsiveness of the cell lines. This study sheds light on how carbohydrate metabolism is influenced during zygotic and somatic embryogenesis in the endangered conifer species, A. angustifolia.
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Affiliation(s)
- Bruno V. Navarro
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Paula Elbl
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Amanda P. De Souza
- Laboratory of Plant Physiological Ecology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Vinicius Jardim
- Laboratory of Plant Physiological Ecology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Leandro F. de Oliveira
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Amanda F. Macedo
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - André L. W. dos Santos
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Marcos S. Buckeridge
- Laboratory of Plant Physiological Ecology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
| | - Eny I. S. Floh
- Laboratory of Plant Cell Biology, Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo-SP, Brazil
- * E-mail:
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Hu Y, Deng T, Chen L, Wu H, Zhang S. Selection and Validation of Reference Genes for qRT-PCR in Cycas elongata. PLoS One 2016; 11:e0154384. [PMID: 27124298 PMCID: PMC4849791 DOI: 10.1371/journal.pone.0154384] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/12/2016] [Indexed: 11/19/2022] Open
Abstract
Quantitative reverse transcription PCR (qRT-PCR) is a sensitive technique used in gene expression studies. To achieve a reliable quantification of transcripts, appropriate reference genes are required for comparison of transcripts in different samples. However, few reference genes are available for non-model taxa, and to date, reliable reference genes in Cycas elongata have not been well characterized. In this study, 13 reference genes (ACT7, TUB, UBQ, EIF4, EF1, CLATHRIN1, PP2A, RPB2, GAPC2, TIP41, MAPK, SAMDC and CYP) were chosen from the transcriptome database of C. elongata, and these genes were evaluated in 8 different organ samples. Three software programs, NormFinder, GeNorm and BestKeeper, were used to validate the stability of the potential reference genes. Results obtained from these three programs suggested that CeGAPC2 and CeRPB2 are the most stable reference genes, while CeACT7 is the least stable one among the 13 tested genes. Further confirmation of the identified reference genes was established by the relative expression of AGAMOUSE gene of C. elongata (CeAG). While our stable reference genes generated consistent expression patterns in eight tissues, we note that our results indicate that an inappropriate reference gene might cause erroneous results. Our systematic analysis for stable reference genes of C. elongata facilitates further gene expression studies and functional analyses of this species.
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Affiliation(s)
- Yanting Hu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, Guangdong, China
- Fairylake Botanical Garden, Shenzhen and Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Tian Deng
- Fairylake Botanical Garden, Shenzhen and Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Letian Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, Guangdong, China
| | - Hong Wu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, Guangdong, China
- * E-mail: (HW); (SZ)
| | - Shouzhou Zhang
- Fairylake Botanical Garden, Shenzhen and Chinese Academy of Sciences, Shenzhen, Guangdong, China
- * E-mail: (HW); (SZ)
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