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Song Y, Wang Y, Guo D, Jing L. Selection of reference genes for quantitative real-time PCR normalization in the plant pathogen Puccinia helianthi Schw. BMC PLANT BIOLOGY 2019; 19:20. [PMID: 30634896 PMCID: PMC6329156 DOI: 10.1186/s12870-019-1629-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Accepted: 01/02/2019] [Indexed: 05/12/2023]
Abstract
BACKGROUND Real-time RT-PCR has become a common and robust technique to detect and quantify low-abundance mRNA expression and is a prefered tool when examining fungal gene expression in infected host tissues. However, correct evaluation of gene expression data requires accurate and reliable normalization against a reference transcript. Thus, the identification of reference genes with stable expression during different conditions is of paramount importance. Here, we present a study where in vitro and in planta experiments were used to validate the expression stability of reference gene candidates of Puccinia helianthi Schw., an obligate pathogen that causes rust in sunflower (Helianthus annuus). RESULTS Eleven reference genes of P. helianthi were validated at different growth stages. Excel-based software geNorm, BestKeeper and NormFinder were used to evaluate the reference gene transcript stabilities. Of eleven reference gene candidates tested, three were stably expressed in urediniospores, germinating growth stage and in planta. Two of these genes (UBC, EF2), encoding ubiquitin-conjugating enzyme and elongation factor 2, proved to be the most stable set of reference genes under the experimental conditions used. CONCLUSION We found that UBC and EF2 are suitable candidates for for the standardization of gene expression studies in the plant pathogen P. helianthi and potentially other related pathogens.
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Affiliation(s)
- Yang Song
- College of Agronomy, Inner Mongolia Agricultural University, Hohhot, 010019 China
| | - Yan Wang
- College of Agronomy, Inner Mongolia Agricultural University, Hohhot, 010019 China
| | - Dandan Guo
- College of Agronomy, Inner Mongolia Agricultural University, Hohhot, 010019 China
| | - Lan Jing
- College of Agronomy, Inner Mongolia Agricultural University, Hohhot, 010019 China
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Rineau F, Lmalem H, Ahren D, Shah F, Johansson T, Coninx L, Ruytinx J, Nguyen H, Grigoriev I, Kuo A, Kohler A, Morin E, Vangronsveld J, Martin F, Colpaert JV. Comparative genomics and expression levels of hydrophobins from eight mycorrhizal genomes. MYCORRHIZA 2017; 27:383-396. [PMID: 28066872 DOI: 10.1007/s00572-016-0758-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 12/22/2016] [Indexed: 06/06/2023]
Abstract
Hydrophobins are small secreted proteins that are present as several gene copies in most fungal genomes. Their properties are now well understood: they are amphiphilic and assemble at hydrophilic/hydrophobic interfaces. However, their physiological functions remain largely unexplored, especially within mycorrhizal fungi. In this study, we identified hydrophobin genes and analysed their distribution in eight mycorrhizal genomes. We then measured their expression levels in three different biological conditions (mycorrhizal tissue vs. free-living mycelium, organic vs. mineral growth medium and aerial vs. submerged growth). Results confirmed that the size of the hydrophobin repertoire increased in the terminal orders of the fungal evolutionary tree. Reconciliation analysis predicted that in 41% of the cases, hydrophobins evolved from duplication events. Whatever the treatment and the fungal species, the pattern of expression of hydrophobins followed a reciprocal function, with one gene much more expressed than others from the same repertoire. These most-expressed hydrophobin genes were also among the most expressed of the whole genome, which suggests that they play a role as structural proteins. The fine-tuning of the expression of hydrophobin genes in each condition appeared complex because it differed considerably between species, in a way that could not be explained by simple ecological traits. Hydrophobin gene regulation in mycorrhizal tissue as compared with free-living mycelium, however, was significantly associated with a calculated high exposure of hydrophilic residues.
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Affiliation(s)
- F Rineau
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium.
| | - H Lmalem
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
| | - D Ahren
- Department of Biology, Microbial Ecology Group, Lund University, Ecology Building, 223 62, Lund, SE, Sweden
| | - F Shah
- Department of food and environmental sciences, University of Helsinki, Helsinki, Finland
| | - T Johansson
- Department of Biology, Microbial Ecology Group, Lund University, Ecology Building, 223 62, Lund, SE, Sweden
| | - L Coninx
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
| | - J Ruytinx
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
| | - H Nguyen
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
| | - I Grigoriev
- US Department of Energy Joint Genome Institute (JGI), Walnut Creek, CA, USA
| | - A Kuo
- US Department of Energy Joint Genome Institute (JGI), Walnut Creek, CA, USA
| | - A Kohler
- Laboratory of Excellence Advanced Research on the Biology of Tree and Forest Ecosystems (ARBRE), Institut National de la Recherche Agronomique (INRA), UMR 1136, Champenoux, France
- Laboratory of Excellence ARBRE, University of Lorraine, UMR 1136, Champenoux, France
| | - E Morin
- Laboratory of Excellence Advanced Research on the Biology of Tree and Forest Ecosystems (ARBRE), Institut National de la Recherche Agronomique (INRA), UMR 1136, Champenoux, France
- Laboratory of Excellence ARBRE, University of Lorraine, UMR 1136, Champenoux, France
| | - J Vangronsveld
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
| | - F Martin
- Laboratory of Excellence Advanced Research on the Biology of Tree and Forest Ecosystems (ARBRE), Institut National de la Recherche Agronomique (INRA), UMR 1136, Champenoux, France
- Laboratory of Excellence ARBRE, University of Lorraine, UMR 1136, Champenoux, France
| | - J V Colpaert
- Centre for Environmental Sciences, Environmental Biology group, UHasselt, Hasselt, Belgium
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Wang X, Mao J, Chen Y, Song D, Gao Z, Zhang X, Bai Y, Saris PE, Feng H, Xu H, Qiao M. Design of antibacterial biointerfaces by surface modification of poly (ε-caprolactone) with fusion protein containing hydrophobin and PA-1. Colloids Surf B Biointerfaces 2017; 151:255-263. [DOI: 10.1016/j.colsurfb.2016.12.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 10/31/2016] [Accepted: 12/14/2016] [Indexed: 12/18/2022]
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