1
|
Hou L, Zhu H, Xian W, Ma Y. Selection and validation of stable reference genes in potato infected by Pectobacterium atrosepticum using real-time quantitative PCR. Sci Rep 2025; 15:14205. [PMID: 40268985 PMCID: PMC12019324 DOI: 10.1038/s41598-025-97542-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 04/04/2025] [Indexed: 04/25/2025] Open
Abstract
Potato blackleg disease is caused by Pectobacterium atrosepticum, can seriously destroy potatoes' growth and development. To accurately evaluate the expression levels of genes involved in potato (Solanum tuberosum) responses to P. atrosepticum infection, seven candidate reference genes (EF1α, eIF5A3, Tubulin, Ubiquitin, GAPDH, Actin, and CYP3) were systematically assessed for their expression stability at 1, 3, and 5 days after inoculation (dai) using the geNorm, NormFinder, BestKeeper, ∆Ct, and RefFinder algorithms. The results demonstrated that EF1α exhibited the highest stability among all experimental conditions, followed by eIF5A3 and Tubulin, whereas Ubiquitin displayed the least stability. To validate the screening outcomes, the expression patterns of four disease resistance-related genes (RBOHC, WRKY24, MPK3, and CPK32) were analyzed in both resistant and susceptible potato cultivars using the EF1α as the most stable and Ubiquitin as the least stable. Validation experiments revealed that the expression levels of disease resistance-related genes were stable and consistent with the RNA-Seq data when EF1α was used as a reference gene. In contrast, using Ubiquitin as a reference gene led to significant variability. Therefore, EF1α can be employed as the reference gene when studying the interaction between the potato and P. atrosepticum, providing a standardized reference for the subsequent studies on screening of disease resistance genes and exploring of disease resistance mechanism in potato.
Collapse
Affiliation(s)
- Lijuan Hou
- Academy of Agriculture and Forestry Sciences, Qinghai University, No. 251, Ningda Road, Xining, 810016, Qinghai, People's Republic of China
- Key Laboratory of Agricultural Integrated Pest Management in Qinghai, Xining, 810016, China
| | - Haixia Zhu
- Academy of Agriculture and Forestry Sciences, Qinghai University, No. 251, Ningda Road, Xining, 810016, Qinghai, People's Republic of China
- Key Laboratory of Agricultural Integrated Pest Management in Qinghai, Xining, 810016, China
| | - Wenrong Xian
- Academy of Agriculture and Forestry Sciences, Qinghai University, No. 251, Ningda Road, Xining, 810016, Qinghai, People's Republic of China
- Key Laboratory of Agricultural Integrated Pest Management in Qinghai, Xining, 810016, China
| | - Yongqiang Ma
- Academy of Agriculture and Forestry Sciences, Qinghai University, No. 251, Ningda Road, Xining, 810016, Qinghai, People's Republic of China.
- Key Laboratory of Agricultural Integrated Pest Management in Qinghai, Xining, 810016, China.
| |
Collapse
|
2
|
Liu Y, Han X, Zhao M, Liu L, Deng Z, Zhao Q, Yu Y. Functional characterization of polyphenol oxidase OfPPO2 supports its involvement in parallel biosynthetic pathways of acteoside. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:927-941. [PMID: 38872484 DOI: 10.1111/tpj.16807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 04/17/2024] [Accepted: 04/30/2024] [Indexed: 06/15/2024]
Abstract
Acteoside is a bioactive phenylethanoid glycoside widely distributed throughout the plant kingdom. Because of its two catechol moieties, acteoside displays a variety of beneficial activities. The biosynthetic pathway of acteoside has been largely elucidated, but the assembly logic of two catechol moieties in acteoside remains unclear. Here, we identified a novel polyphenol oxidase OfPPO2 from Osmanthus fragrans, which could hydroxylate various monophenolic substrates, including tyrosine, tyrosol, tyramine, 4-hydroxyphenylacetaldehyde, salidroside, and osmanthuside A, leading to the formation of corresponding catechol-containing intermediates for acteoside biosynthesis. OfPPO2 could also convert osmanthuside B into acteoside, creating catechol moieties directly via post-modification of the acteoside skeleton. The reverse transcription-quantitative polymerase chain reaction (RT-qPCR) analysis and subcellular localization assay further support the involvement of OfPPO2 in acteoside biosynthesis in planta. These findings suggest that the biosynthesis of acteoside in O. fragrans may follow "parallel routes" rather than the conventionally considered linear route. In support of this hypothesis, the glycosyltransferase OfUGT and the acyltransferase OfAT could direct the flux of diphenolic intermediates generated by OfPPO2 into acteoside. Significantly, OfPPO2 and its orthologs constitute a functionally conserved enzyme family that evolved independently from other known biosynthetic enzymes of acteoside, implying that the substrate promiscuity of this PPO family may offer acteoside-producing plants alternative ways to synthesize acteoside. Overall, this work expands our understanding of parallel pathways plants may employ to efficiently synthesize acteoside, a strategy that may contribute to plants' adaptation to environmental challenges.
Collapse
Affiliation(s)
- Yating Liu
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Xiaoyang Han
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Mengya Zhao
- Department of Gynecologic Oncology, Zhongnan Hospital of Wuhan University; Women and Children's Hospital Affiliated to Zhongnan Hospital of Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Lan Liu
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Zixin Deng
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Qiu Zhao
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
| | - Yi Yu
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, School of Pharmaceutical Sciences, Wuhan University, 185 East Lake Road, Wuhan, P.R. China
- State Key Laboratory of Non-Food Biomass and Enzyme Technology, Guangxi Academy of Sciences, Nanning, 530007, China
| |
Collapse
|
3
|
Yang J, Han F, Yang L, Wang J, Jin F, Luo A, Zhao F. Identification of Reference Genes for RT-qPCR Analysis in Gleditsia microphylla under Abiotic Stress and Hormone Treatment. Genes (Basel) 2022; 13:genes13071227. [PMID: 35886010 PMCID: PMC9315665 DOI: 10.3390/genes13071227] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 11/25/2022] Open
Abstract
Gleditsia microphylla is an important galactomannan gums source plant with characteristics of drought resistance, barren tolerance, and good adaptability. However, the underlying molecular mechanisms of the biological process are not yet fully understood. Real-time quantitative PCR (RT-qPCR) is an accurate and convenient method to quantify the gene expression level and transcription abundance of suitable reference genes. This study aimed to screen the best internal reference genes in G. microphylla under abiotic stresses, hormone treatments, and different tissues. Based on the transcriptome data, twelve candidate reference genes were selected, and ultimately, nine of them were further evaluated by the geNorm, NormFinder, BestKeeper, and RefFinder algorithms. These results show that TATA-binding protein 1 (TBP1)and Eukaryotic translation initiation factor 4A1 (EIF4A1)were the two most stable reference genes, and glyceraldehyde-3-phosphate dehydrogenase A subunit, chloroplastic (GAPA)and glyceraldehyde-3-phosphate dehydrogenase B subunit, chloroplastic (GAPB)were the two most unstable reference genes across all samples under the given experimental conditions. Meanwhile, the most stable reference genes varied among the different groups and tissues. Therefore, this study suggests that it is better to use a specific reference gene for a particular case rather than using a common reference gene.
Collapse
|
4
|
Identification and selection of reference genes for gene expression analysis by quantitative real-time PCR in Suaeda glauca's response to salinity. Sci Rep 2021; 11:8569. [PMID: 33883657 PMCID: PMC8060425 DOI: 10.1038/s41598-021-88151-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 03/30/2021] [Indexed: 02/02/2023] Open
Abstract
Quantitative real-time polymerase chain reaction (qPCR) using a stable reference gene is widely used for gene expression research. Suaeda glauca L. is a succulent halophyte and medicinal plant that is extensively used for phytoremediation and extraction of medicinal compounds. It thrives under high-salt conditions, which promote the accumulation of high-value secondary metabolites. However, a suitable reference gene has not been identified for gene expression standardization in S. glauca under saline conditions. Here, 10 candidate reference genes, ACT7, ACT11, CCD1, TUA5, UPL1, PP2A, DREB1D, V-H+-ATPase, MPK6, and PHT4;5, were selected from S. glauca transcriptome data. Five statistical algorithms (ΔCq, geNorm, NormFinder, BestKeeper, and RefFinder) were applied to determine the expression stabilities of these genes in 72 samples at different salt concentrations in different tissues. PP2A and TUA5 were the most stable reference genes in different tissues and salt treatments, whereas DREB1D was the least stable. The two reference genes were sufficient to normalize gene expression across all sample sets. The suitability of identified reference genes was validated with MYB and AP2 in germinating seeds of S. glauca exposed to different NaCl concentrations. Our study provides a foundational framework for standardizing qPCR analyses, enabling accurate gene expression profiling in S. glauca.
Collapse
|
5
|
Genome-Wide Identification of the Auxin Response Factor (ARF) Gene Family and Their Expression Analysis during Flower Development of Osmanthus fragrans. FORESTS 2020. [DOI: 10.3390/f11020245] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Auxins have long been implicated in many aspects of plant growth and development. Auxin response factors (ARFs) are important proteins in auxin-mediated pathways and they play key roles in plant physiological and biochemical processes, including flower development. Endogenous indoleacetic acid (IAA) levels were measured and ARFs were studied in the flowers during the developmental stages in order to further elucidate the role of auxin in flower development of Osmanthus fragrans. A systematic analysis of OfARFs was conducted by carrying out a genome-wide search of ARFs. A total of 50 ARF genes (OfARFs) were detected and validated from the Osmanthus fragrans genome. Furthermore, a comprehensive overview of the OfARFs was undertaken, including phylogenetic relationship, gene structures, conserved domains, motifs, promoters, chromosome locations, gene duplications, and subcellular locations of the gene product. Finally, expression profiling, while using transcriptome sequencing from a previous study and quantitative real-time PCR (qRT-PCR), revealed that many OfARF genes have different expression levels in various tissues and flower developmental stages. By comparing the expression profiles among the flower developmental stages, and the relationship between ARFs and endogenous IAA levels, it can be supposed that OfARFs function in flower development of O. fragrans in an auxin-mediated pathway.
Collapse
|
6
|
He Y, Yuan W, Dong M, Han Y, Shang F. The First Genetic Map in Sweet Osmanthus ( Osmanthus fragrans Lour.) Using Specific Locus Amplified Fragment Sequencing. FRONTIERS IN PLANT SCIENCE 2017; 8:1621. [PMID: 29018460 PMCID: PMC5614988 DOI: 10.3389/fpls.2017.01621] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 09/05/2017] [Indexed: 05/23/2023]
Abstract
Osmanthus fragrans is an ornamental plant of substantial commercial value, and no genetic linkage maps of this species have previously been reported. Specific-locus amplified fragment sequencing (SLAF-seq) is a recently developed technology that allows massive single nucleotide polymorphisms (SNPs) to be identified and high-resolution genotyping. In our current research, we generated the first genetic map of O. fragrans using SLAF-seq, which is composed with 206.92 M paired-end reads and 173,537 SLAF markers. Among total 90,715 polymorphic SLAF markers, 15,317 polymorphic SLAFs could be used for genetic map construction. The integrated map contained 14,189 high quality SLAFs that were grouped in 23 genetic linkage groups, with a total length of 2962.46 cM and an average distance of 0.21 cM between two adjacent markers. In addition, 23,664 SNPs were identified from the mapped markers. As far as we know, this is the first of the genetic map of O. fragrans. Our results are further demonstrate that SLAF-seq is a very effective method for developing markers and constructing high-density linkage maps. The SNP markers and the genetic map reported in this study should be valuable resource in future research.
Collapse
Affiliation(s)
- Yanxia He
- Plant Germplasm Resources and Genetic Laboratory, College of Life Sciences, Henan UniversityKaifeng, China
| | - Wangjun Yuan
- Institute of Pharmacy, Pharmaceutical College of Henan UniversityKaifeng, China
| | - Meifang Dong
- Plant Germplasm Resources and Genetic Laboratory, College of Life Sciences, Henan UniversityKaifeng, China
| | - Yuanji Han
- Plant Germplasm Resources and Genetic Laboratory, College of Life Sciences, Henan UniversityKaifeng, China
| | - Fude Shang
- Plant Germplasm Resources and Genetic Laboratory, College of Life Sciences, Henan UniversityKaifeng, China
- Woe Key Laboratory of Plant Stress Biology, Henan UniversityKaifeng, China
| |
Collapse
|