1
|
Cai H, Zhu Y, Liu Y, Yan Z, Shen H, Fang S, Wang D, Liao S, Li J, Lv M, Lin X, Hu J, Song Y, Chen X, Yin L, Zhang J, Qi N, Sun M. Selection of a suitable reference gene for gene-expression studies in Trichomonas gallinae under various biotic and abiotic stress conditions. Gene 2024; 920:148522. [PMID: 38703865 DOI: 10.1016/j.gene.2024.148522] [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: 12/06/2023] [Revised: 03/28/2024] [Accepted: 04/30/2024] [Indexed: 05/06/2024]
Abstract
Trichomonas gallinae, a globally distributed protozoan parasite, significantly affects the pigeon-breeding industry. T. gallinae infection mainly causes yellow ulcerative nodules on the upper respiratory tract and crop mucosa of pigeons, impeding normal breathing and feeding and ultimately causing death. Real-time quantitative PCR (qPCR) is a crucial technique for gene-expression analysis in molecular biology. Reference-gene selection for normalization is critical for ensuring this technique's accuracy. However, no systematic screening or validation of T. gallinae reference genes has been reported. This study quantified the transcript levels of ten candidate reference genes in T. gallinae isolates with different genotypes and culture conditions using qPCR. Using the geNorm, NormFinder, and BestKeeper algorithms, we assessed these reference genes' stabilities and ranked them using RankAggreg analysis. The most stable reference gene was tubulin beta chain (TUBB), while the widely used reference genes TUBG and GAPDH demonstrated poor stability. Additionally, we evaluated these candidate reference genes' stabilities using the T. gallinae TgaAtg8 gene. On using TUBB as a reference gene, TgaAtg8's expression profiles in T. gallinae isolates with different genotypes remained relatively consistent under various culture conditions. Conversely, using ACTB as a reference gene distorted the data. These findings provide valuable reference-gene-selection guidance for functional gene research and gene-expression analysis in T. gallinae.
Collapse
Affiliation(s)
- Haiming Cai
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
| | - Yibin Zhu
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
| | - Yu Liu
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Zhuanqiang Yan
- Wen's Group Academy, Wen's Foodstuffs Group Co., Ltd., Xinxing, Guangdong 527400, China
| | - Hanqin Shen
- Guangdong Jingjie Inspection and Testing Co., Ltd., Xinxing, Guangdong 527400, China
| | - Siyun Fang
- Wen's Group Academy, Wen's Foodstuffs Group Co., Ltd., Xinxing, Guangdong 527400, China
| | - Dingai Wang
- Wen's Group Academy, Wen's Foodstuffs Group Co., Ltd., Xinxing, Guangdong 527400, China
| | - Shenquan Liao
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Juan Li
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Minna Lv
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Xuhui Lin
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Junjing Hu
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Yongle Song
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Xiangjie Chen
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Lijun Yin
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Jianfei Zhang
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Nanshan Qi
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
| | - Mingfei Sun
- Key Laboratory of Livestock Disease Prevention of Guangdong Province, Key Laboratory of Avian Influenza and Other Major Poultry Diseases Prevention and Control, Ministry of Agriculture and Rural Affairs, Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
| |
Collapse
|
2
|
Kazakova E, Gorbatova I, Khanova A, Shesterikova E, Pishenin I, Prazyan A, Podlutskii M, Blinova Y, Bitarishvili S, Bondarenko E, Smirnova A, Lychenkova M, Bondarenko V, Korol M, Babina D, Makarenko E, Volkova P. Radiation Hormesis in Barley Manifests as Changes in Growth Dynamics Coordinated with the Expression of PM19L-like, CML31-like, and AOS2-like. Int J Mol Sci 2024; 25:974. [PMID: 38256048 PMCID: PMC10815718 DOI: 10.3390/ijms25020974] [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: 12/13/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
The stimulation of growth and development of crops using ionising radiation (radiation hormesis) has been reported by many research groups. However, specific genes contributing to the radiation stimulation of plant growth are largely unknown. In this work, we studied the impact of the low-dose γ-irradiation of barley seeds on the growth dynamics and gene expression of eight barley cultivars in a greenhouse experiment. Our findings confirmed that candidate genes of the radiation growth stimulation, previously established in barley seedlings (PM19L-like, CML31-like, and AOS2-like), are significant in radiation hormesis throughout ontogeny. In γ-stimulated cultivars, the expression of these genes was aligned with the growth dynamics, yield parameters, and physiological conditions of plants. We identified contrasting cultivars for future gene editing and found that the γ-stimulated cultivar possessed some specific abiotic stress-responsive elements in the promotors of candidate genes, possibly revealing a new level of radiation hormesis effect execution. These results can be used in creating new productive barley cultivars, ecological toxicology of radionuclides, and eustress biology studies.
Collapse
Affiliation(s)
- Elizaveta Kazakova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Irina Gorbatova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Anastasia Khanova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Ekaterina Shesterikova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Ivan Pishenin
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Alexandr Prazyan
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Mikhail Podlutskii
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Yana Blinova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Sofia Bitarishvili
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Ekaterina Bondarenko
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Alena Smirnova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Maria Lychenkova
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Vladimir Bondarenko
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Marina Korol
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Daria Babina
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | - Ekaterina Makarenko
- Laboratory of Molecular and Cellular Radiobiology, Russian Institute of Radiology and Agroecology of National Research Centre “Kurchatov Institute”, 249035 Obninsk, Russia; (E.K.); (I.G.); (A.K.); (E.S.); (I.P.); (A.P.); (Y.B.); (S.B.); (E.B.); (A.S.); (M.L.); (V.B.); (M.K.); (D.B.)
| | | |
Collapse
|
3
|
Mu D, Shao Y, He J, Zhu L, Qiu D, Wilson IW, Zhang Y, Pan L, Zhou Y, Lu Y, Tang Q. Evaluation of Reference Genes for Normalizing RT-qPCR and Analysis of the Expression Patterns of WRKY1 Transcription Factor and Rhynchophylline Biosynthesis-Related Genes in Uncaria rhynchophylla. Int J Mol Sci 2023; 24:16330. [PMID: 38003520 PMCID: PMC10671239 DOI: 10.3390/ijms242216330] [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: 09/28/2023] [Revised: 11/10/2023] [Accepted: 11/13/2023] [Indexed: 11/26/2023] Open
Abstract
Uncaria rhynchophylla (Miq.) Miq. ex Havil, a traditional medicinal herb, is enriched with several pharmacologically active terpenoid indole alkaloids (TIAs). At present, no method has been reported that can comprehensively select and evaluate the appropriate reference genes for gene expression analysis, especially the transcription factors and key enzyme genes involved in the biosynthesis pathway of TIAs in U. rhynchophylla. Reverse transcription quantitative PCR (RT-qPCR) is currently the most common method for detecting gene expression levels due to its high sensitivity, specificity, reproducibility, and ease of use. However, this methodology is dependent on selecting an optimal reference gene to accurately normalize the RT-qPCR results. Ten candidate reference genes, which are homologues of genes used in other plant species and are common reference genes, were used to evaluate the expression stability under three stress-related experimental treatments (methyl jasmonate, ethylene, and low temperature) using multiple stability analysis methodologies. The results showed that, among the candidate reference genes, S-adenosylmethionine decarboxylase (SAM) exhibited a higher expression stability under the experimental conditions tested. Using SAM as a reference gene, the expression profiles of 14 genes for key TIA enzymes and a WRKY1 transcription factor were examined under three experimental stress treatments that affect the accumulation of TIAs in U. rhynchophylla. The expression pattern of WRKY1 was similar to that of tryptophan decarboxylase (TDC) under ETH treatment. This research is the first to report the stability of reference genes in U. rhynchophylla and provides an important foundation for future gene expression analyses in U. rhynchophylla. The RT-qPCR results indicate that the expression of WRKY1 is similar to that of TDC under ETH treatment. It may coordinate the expression of TDC, providing a possible method to enhance alkaloid production in the future through synthetic biology.
Collapse
Affiliation(s)
- Detian Mu
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Yingying Shao
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Jialong He
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Lina Zhu
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Deyou Qiu
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China
| | - Iain W Wilson
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Agriculture and Food, Canberra, ACT 2601, Australia
| | - Yao Zhang
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Limei Pan
- Key Laboratory of Guangxi for High-Quality Formation and Utilization of Dai-di Herbs, Guangxi Botanical Garden of Medicinal Plants, Nanning 530023, China
| | - Yu Zhou
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Ying Lu
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Qi Tang
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
- Hunan Provincial Key Laboratory for Synthetic Biology of Traditional Chinese Medicine, Hunan University of Medicine, Changsha 410208, China
| |
Collapse
|
4
|
Yin W, Bai Y, Wang S, Xu K, Liang J, Shang Q, Sa W, Wang L. Genome-wide analysis of pathogenesis-related protein-1 (PR-1) genes from Qingke (Hordeum vulgare L. var. nudum) reveals their roles in stress responses. Heliyon 2023; 9:e14899. [PMID: 37025870 PMCID: PMC10070925 DOI: 10.1016/j.heliyon.2023.e14899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 03/14/2023] [Accepted: 03/22/2023] [Indexed: 03/29/2023] Open
Abstract
Proteins that are pathogenesis-related 1 (PR-1) can accumulate to high levels when plants employ defenses, being major participants in processes critical for stress responses as well as development of many species. Yet we still lack information concerning PR-1 family members in Qingke plants (Hordeum vulgare L. var. nudum). In this work, we distinguished 20 PR-1s from the Qingke genome whose encoded proteins often featured at the N-terminus a signal peptide; all 20 PR-1s were predicted to localize either periplasmically or extracellularly. The CAP domain was confirmed as being highly conserved in all these PR-1s. Phylogeny-based inference revealed that PR-1 proteins clustered into four major clades, with the majority of Qingke PR-1s distributed in clade I (17 out 20), and the other 3 distributed in clade II. Gene structure analysis showed that 16 PR-1s did not contain any introns, whereas the other four had 1-4 introns. We identified a variety of motifs that are cis-acting in the promoter regions of PR-1s; these included those potentially involved in Qingke's light response, hormonal and stress responses, circadian control and regulation of development and growth, in addition to sites where transcription factors bind to. Expression analysis uncovered several members of PR-1 genes that were strongly and rapidly induced by powdery mildew infection, phytohormones, and cold stimulus. Altogether, our study's findings enhance what is known about genetic features of PR-1 family members in H. vulgare plants, especially Qingke, and could thereby facilitate further exploration aiming to elucidate the functioning of these proteins.
Collapse
Affiliation(s)
- Wei Yin
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
- Qinghai Academy of Animal and Veterinary Science, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Yuhai Bai
- College of Eco-Environmental Engineering, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Shuai Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Kai Xu
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
- College of Eco-Environmental Engineering, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Jian Liang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Qianhan Shang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Wei Sa
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
| | - Le Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, 251 Ningda Road, Xi'ning 810016, Qinghai, China
- Corresponding author.
| |
Collapse
|
5
|
Vrábl D, Nezval J, Pech R, Volná A, Mašková P, Pleva J, Kuzniciusová N, Provazová M, Štroch M, Špunda V. Light Drives and Temperature Modulates: Variation of Phenolic Compounds Profile in Relation to Photosynthesis in Spring Barley. Int J Mol Sci 2023; 24:ijms24032427. [PMID: 36768753 PMCID: PMC9916737 DOI: 10.3390/ijms24032427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/12/2023] [Accepted: 01/12/2023] [Indexed: 01/28/2023] Open
Abstract
Accumulation and metabolic profile of phenolic compounds (PheCs; serving as UV-screening pigments and antioxidants) as well as carbon fixation rate (An) and plant growth are sensitive to irradiance and temperature. Since these factors are naturally co-acting in the environment, it is worthy to study the combined effects of these environmental factors to assess their possible physiological consequences. We investigated how low and high irradiance in combination with different temperatures modify the metabolic profile of PheCs and expression of genes involved in the antioxidative enzyme and PheCs biosynthesis, in relation to photosynthetic activity and availability of non-structural carbohydrates (NSC) in spring barley seedlings. High irradiance positively affected An, NSC, PheCs content, and antioxidant activity (AOX). High temperature led to decreased An, NSC, and increased dark respiration, whilst low temperature was accompanied by reduction of UV-A shielding but increase of PheCs content and AOX. Besides that, irradiance and temperature caused changes in the metabolic profile of PheCs, particularly alteration in homoorientin/isovitexin derivatives ratio, possibly related to demands on AOX-based protection. Moreover, we also observed changes in the ratio of sinapoyl-/feruloyl- acylated flavonoids, the function of which is not yet known. The data also strongly suggested that the NSC content may support the PheCs production.
Collapse
Affiliation(s)
- Daniel Vrábl
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Jakub Nezval
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
- Correspondence: (J.N.); (V.Š.)
| | - Radomír Pech
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Adriana Volná
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Petra Mašková
- Department of Experimental Plant Biology, Faculty of Science, Charles University, 128 00 Prague, Czech Republic
| | - Jan Pleva
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Nikola Kuzniciusová
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Michaela Provazová
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
| | - Michal Štroch
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
- Global Change Research Institute, Czech Academy of Sciences, 603 00 Brno, Czech Republic
| | - Vladimír Špunda
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic
- Global Change Research Institute, Czech Academy of Sciences, 603 00 Brno, Czech Republic
- Correspondence: (J.N.); (V.Š.)
| |
Collapse
|
6
|
Nascimento FDS, Rocha ADJ, Soares JMDS, Mascarenhas MS, Ferreira MDS, Morais Lino LS, Ramos APDS, Diniz LEC, Mendes TADO, Ferreira CF, dos Santos-Serejo JA, Amorim EP. Gene Editing for Plant Resistance to Abiotic Factors: A Systematic Review. PLANTS (BASEL, SWITZERLAND) 2023; 12:305. [PMID: 36679018 PMCID: PMC9860801 DOI: 10.3390/plants12020305] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 01/02/2023] [Accepted: 01/05/2023] [Indexed: 05/22/2023]
Abstract
Agricultural crops are exposed to various abiotic stresses, such as salinity, water deficits, temperature extremes, floods, radiation, and metal toxicity. To overcome these challenges, breeding programs seek to improve methods and techniques. Gene editing by Clustered Regularly Interspaced Short Palindromic Repeats-CRISPR/Cas-is a versatile tool for editing in all layers of the central dogma with focus on the development of cultivars of plants resistant or tolerant to multiple biotic or abiotic stresses. This systematic review (SR) brings new contributions to the study of the use of CRISPR/Cas in gene editing for tolerance to abiotic stress in plants. Articles deposited in different electronic databases, using a search string and predefined inclusion and exclusion criteria, were evaluated. This SR demonstrates that the CRISPR/Cas system has been applied to several plant species to promote tolerance to the main abiotic stresses. Among the most studied crops are rice and Arabidopsis thaliana, an important staple food for the population, and a model plant in genetics/biotechnology, respectively, and more recently tomato, whose number of studies has increased since 2021. Most studies were conducted in Asia, specifically in China. The Cas9 enzyme is used in most articles, and only Cas12a is used as an additional gene editing tool in plants. Ribonucleoproteins (RNPs) have emerged as a DNA-free strategy for genome editing without exogenous DNA. This SR also identifies several genes edited by CRISPR/Cas, and it also shows that plant responses to stress factors are mediated by many complex-signaling pathways. In addition, the quality of the articles included in this SR was validated by a risk of bias analysis. The information gathered in this SR helps to understand the current state of CRISPR/Cas in the editing of genes and noncoding sequences, which plays a key role in the regulation of various biological processes and the tolerance to multiple abiotic stresses, with potential for use in plant genetic improvement programs.
Collapse
Affiliation(s)
| | - Anelita de Jesus Rocha
- Department of Biological Sciences, Feira de Santana State University, Feira de Santana 44036-900, BA, Brazil
| | | | | | - Mileide dos Santos Ferreira
- Department of Biological Sciences, Feira de Santana State University, Feira de Santana 44036-900, BA, Brazil
| | | | | | | | | | | | | | | |
Collapse
|
7
|
Wang L, Lu H, Zhan J, Shang Q, Wang L, Yin W, Sa W, Liang J. Pathogenesis-related protein-4 (PR-4) gene family in Qingke (Hordeum vulgare L. var. nudum): genome-wide identification, structural analysis and expression profile under stresses. Mol Biol Rep 2022; 49:9397-9408. [PMID: 36008607 DOI: 10.1007/s11033-022-07794-3] [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: 05/16/2022] [Accepted: 07/11/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Pathogenesis-related (PR) proteins are active participants of plant defense against biotic and abiotic stresses. The PR-4 family features a Barwin domain at the C-terminus, which endows the host plant with disease resistance. However, comprehensive analysis of PR-4 genes is still lacking in Qingke (Hordeum vulgare L. var. nudum). METHODS AND RESULTS Herein, a total of four PR-4 genes were identified from the genome of Qingke through HMM profiling. Devoid of the chitin-binding domain, these 4 proteins were grouped as class II PR-4s. Phylogenic analysis revealed that 127 PR-4s from 47 species were clustered into 3 major groups, among which the four Qingke PR-4s were claded into group I. Analysis of gene structure demonstrated that no intron was found in 3 out of the 4 Qingke PR-4s, and HOVUSG0928500 was the only gene contained one intron. An array of cis-acting motifs were detected in promoters of Qingke PR-4 genes, including elements associated with hormone response, light response, stress response, growth and development processes and binding sites of transcription factors, implying their diverse role. Expression profiling confirmed that Qingke PR-4s were involved in defense response against drought, cold and powdery mildews infection, and transcription of HOVUSG1974300 and HOVUSG5705400 was differentially regulated by MeJA and SA. CONCLUSION Findings of the study provided insights into the genetic basis of the PR-4 family genes, and would promote further investigation on protein function and utilization.
Collapse
Affiliation(s)
- Le Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xi'ning, 810016, China
- College of Eco-Environmental Engineering, Qinghai University, Xi'ning, 810016, China
- Qinghai Academy of Agricultural Forestry Sciences, Qinghai University, 810016, Xi'ning, China
| | - Hailing Lu
- College of Eco-Environmental Engineering, Qinghai University, Xi'ning, 810016, China
| | - Jiarong Zhan
- College of Eco-Environmental Engineering, Qinghai University, Xi'ning, 810016, China
| | - Qianhan Shang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xi'ning, 810016, China
- College of Eco-Environmental Engineering, Qinghai University, Xi'ning, 810016, China
- Qinghai Academy of Agricultural Forestry Sciences, Qinghai University, 810016, Xi'ning, China
| | - Li Wang
- Qinghai Academy of Agricultural Forestry Sciences, Qinghai University, 810016, Xi'ning, China
| | - Wei Yin
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xi'ning, 810016, China
| | - Wei Sa
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xi'ning, 810016, China
| | - Jian Liang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xi'ning, 810016, China.
- College of Eco-Environmental Engineering, Qinghai University, Xi'ning, 810016, China.
- Qinghai Academy of Agricultural Forestry Sciences, Qinghai University, 810016, Xi'ning, China.
| |
Collapse
|
8
|
Wang L, Xu Z, Yin W, Xu K, Wang S, Shang Q, Sa W, Liang J, Wang L. Genome-wide analysis of the Thaumatin-like gene family in Qingke ( Hordeum vulgare L. var. nudum) uncovers candidates involved in plant defense against biotic and abiotic stresses. FRONTIERS IN PLANT SCIENCE 2022; 13:912296. [PMID: 36061804 PMCID: PMC9428612 DOI: 10.3389/fpls.2022.912296] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
Thaumatin-like proteins (TLPs) participate in the defense responses of plants as well as their growth and development processes, including seed germination. Yet the functioning of TLP family genes, in addition to key details of their encoded protein products, has not been thoroughly investigated for Qingke (Hordeum vulgare L. var. nudum). Here, a total of 36 TLP genes were identified in the genome of Qingke via HMM profiling. Of them, 25 TLPs contained a signal peptide at the N-terminus, with most proteins predicted to localize in the cytoplasm or outer membrane. Sequence alignment and motif analysis revealed that the five REDDD residues required for β-1,3-glucanase activity were conserved in 21 of the 36 Qingke TLPs. Phylogenetically, the TLPs in plants are clustered in 10 major groups. Our analysis of gene structure did not detect an intron in 15 Qingke TLPs whereas the other 21 did contain 1-7 introns. A diverse set of cis-acting motifs were found in the promoters of the 36 TLPs, including elements related to light, hormone, and stress responses, growth and development, circadian control, and binding sites of transcription factors, thus suggesting a multifaceted role of TLPs in Qingke. Expression analyses revealed the potential involvement of TLPs in plant defense against biotic and abiotic stresses. Taken together, the findings of this study deepen our understanding of the TLP family genes in Qingke, a staple food item in Tibet, which could strengthen future investigations of protein function in barley and its improved genetic engineering.
Collapse
Affiliation(s)
- Le Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Zepeng Xu
- College of Eco-Environmental Engineering, Qinghai University, Xining, China
| | - Wei Yin
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Kai Xu
- College of Eco-Environmental Engineering, Qinghai University, Xining, China
| | - Shuai Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Qianhan Shang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Wei Sa
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Jian Liang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
| | - Li Wang
- Qinghai Academy of Agricultural Forestry Sciences, Qinghai University, Xining, China
| |
Collapse
|
9
|
Pech R, Volná A, Hunt L, Bartas M, Červeň J, Pečinka P, Špunda V, Nezval J. Regulation of Phenolic Compound Production by Light Varying in Spectral Quality and Total Irradiance. Int J Mol Sci 2022; 23:ijms23126533. [PMID: 35742975 PMCID: PMC9223736 DOI: 10.3390/ijms23126533] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/01/2022] [Accepted: 06/02/2022] [Indexed: 11/16/2022] Open
Abstract
Photosynthetically active radiation (PAR) is an important environmental cue inducing the production of many secondary metabolites involved in plant oxidative stress avoidance and tolerance. To examine the complex role of PAR irradiance and specific spectral components on the accumulation of phenolic compounds (PheCs), we acclimated spring barley (Hordeum vulgare) to different spectral qualities (white, blue, green, red) at three irradiances (100, 200, 400 µmol m−2 s−1). We confirmed that blue light irradiance is essential for the accumulation of PheCs in secondary barley leaves (in UV-lacking conditions), which underpins the importance of photoreceptor signals (especially cryptochrome). Increasing blue light irradiance most effectively induced the accumulation of B-dihydroxylated flavonoids, probably due to the significantly enhanced expression of the F3′H gene. These changes in PheC metabolism led to a steeper increase in antioxidant activity than epidermal UV-A shielding in leaf extracts containing PheCs. In addition, we examined the possible role of miRNAs in the complex regulation of gene expression related to PheC biosynthesis.
Collapse
Affiliation(s)
- Radomír Pech
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (R.P.); (A.V.)
| | - Adriana Volná
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (R.P.); (A.V.)
| | - Lena Hunt
- Department of Experimental Plant Biology, Faculty of Science, Charles University, 128 00 Praha, Czech Republic;
| | - Martin Bartas
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (M.B.); (J.Č.); (P.P.)
| | - Jiří Červeň
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (M.B.); (J.Č.); (P.P.)
| | - Petr Pečinka
- Department of Biology and Ecology, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (M.B.); (J.Č.); (P.P.)
| | - Vladimír Špunda
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (R.P.); (A.V.)
- Global Change Research Institute, Czech Academy of Sciences, 603 00 Brno, Czech Republic
- Correspondence: (V.Š.); (J.N.)
| | - Jakub Nezval
- Department of Physics, Faculty of Science, University of Ostrava, 710 00 Ostrava, Czech Republic; (R.P.); (A.V.)
- Correspondence: (V.Š.); (J.N.)
| |
Collapse
|
10
|
Tian C, Zhai L, Zhu W, Qi X, Yu Z, Wang H, Chen F, Wang L, Chen S. Characterization of the TCP Gene Family in Chrysanthemum nankingense and the Role of CnTCP4 in Cold Tolerance. PLANTS (BASEL, SWITZERLAND) 2022; 11:936. [PMID: 35406918 PMCID: PMC9002959 DOI: 10.3390/plants11070936] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/24/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Plant-specific TCP transcription factors play a key role in plant development and stress responses. Chrysanthemum nankingense shows higher cold tolerance than its ornamental polyploid counterpart. However, whether the TCP gene family plays a role in conferring cold tolerance upon C. nankingense remains unknown. Here, we identified 23 CnTCP genes in C. nankingense, systematically analyzed their phylogenetic relationships and synteny with TCPs from other species, and evaluated their expression profiles at low temperature. Phylogenetic analysis of the protein sequences suggested that CnTCP proteins fall into two classes and three clades, with a typical bHLH domain. However, differences between C. nankingense and Arabidopsis in predicted protein structure and binding sites suggested a unique function of CnTCPs in C. nankingense. Furthermore, expression profiles showed that expression of most CnTCPs were downregulated under cold conditions, suggesting their importance in plant responses to cold stress. Notably, expression of miR319 and of its predicted target genes, CnTCP2/4/14, led to fast responses to cold. Overexpression of Arabidopsis CnTCP4 led to hypersensitivity to cold, suggesting that CnTCP4 might play a negative role in C. nankingense responses to cold stress. Our results provide a foundation for future functional genomic studies on this gene family in chrysanthemum.
Collapse
Affiliation(s)
- Chang Tian
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
| | - Lisheng Zhai
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Wenjing Zhu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Xiangyu Qi
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Zhongyu Yu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Haibin Wang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Fadi Chen
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Likai Wang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| | - Sumei Chen
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Flower Biology and Germplasm Innovation, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, National Forestry and Grassland Administration, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (C.T.); (L.Z.); (W.Z.); (X.Q.); (Z.Y.); (H.W.); (F.C.)
| |
Collapse
|
11
|
Identification and expression analysis of miRNAs in germination and seedling growth of Tibetan hulless barley. Genomics 2021; 113:3735-3749. [PMID: 34517091 DOI: 10.1016/j.ygeno.2021.08.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 08/18/2021] [Accepted: 08/23/2021] [Indexed: 01/30/2023]
Abstract
Germination and seedling growth are crucial for plant development and agricultural production. While, the regulatory mechanisms during these processes in Tibetan hulless barley (Hordeum vulgare L. var. nudum) are not well understood. Given the regulatory roles of microRNAs (miRNAs) in crop plants and the irreplaceability of barley in the highland area of China, we herein presented a genome-wide survey of miRNAs to reveal a potential regulatory network in the early developmental stages of two Tibetan hulless barleys, from which a total of 156 miRNAs was identified including 35 known and 121 novel ones. Six of the identified novel miRNAs were further experimentally validated. According to the evolutionary analysis, miR156, miR166, miR168, and miR171 were conserved across Tibetan hulless barleys and eight other seed plants. Expression profiles of ten known miRNAs showed that they were involved in phytohormone signaling, carbohydrate and lipid metabolism, as well as juvenile-adult transition during barley development. Moreover, a total of 1280 genes targeted by 101 miRNAs were predicted from both barley libraries. Three genes (PLN03212, MATE eukaryotic, and GRAS) were validated via the RNA ligase-mediated 5'-rapid amplification of cDNA ends (RLM-5' RACE) to be the targets of hvu-miR159a, hvu-miR166a, and hvu-miR171-3p, respectively. Based on the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis of putative targets, the most abundant pathways were related to "metabolism". These results revealed that miRNA-target pairs participating in the regulation of multigene expression and the embryonic development of Tibetan hulless barleys were controlled by complex mechanisms involving the concordant expression of different miRNAs and feedback loops among miRNAs as well as their targets. The study provides insight into the regulatory network of barley miRNAs for better understanding of miRNA functions during germination and seedling growth.
Collapse
|
12
|
El-Sheikh N, Mousa NO, Tawfeik AM, Saleh AM, Elshikh I, Deyab M, Ragheb F, Moneer MM, Kawashti A, Osman A, Elrefaei M. Assessment of Human Papillomavirus Infection and Risk Factors in Egyptian Women With Breast Cancer. BREAST CANCER-BASIC AND CLINICAL RESEARCH 2021; 15:1178223421996279. [PMID: 33716506 PMCID: PMC7917427 DOI: 10.1177/1178223421996279] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 02/01/2021] [Indexed: 12/12/2022]
Abstract
Numerous risk factors for breast cancer (BC) have been identified. High-risk human papilloma virus (HR-HPV) is the etiological agent of cervical cancer and in some cases of head and neck cancer, specifically oropharyngeal cancer, but the role of HR-HPV in evoking neoplasia in BC is still unclear. In this study, all women above the age of 18 visiting the oncology clinic at Al-Azhar university hospital and Ain Shams specialized hospital between the period of February 2017 and March 2018 were invited to participate. We determined the prevalence of HR-HPV genotypes 16, 18, and 31 in breast tissue samples from 72 women with treatment-naïve BC and 15 women with benign breast lesions (BBL) by quantitative real-time PCR (qRT-PCR) and primer sets targeting the E6 and E7 regions. High-risk human papilloma virus DNA was detected in 16 of 72 (22.2%) BC cases (viral load range = 0.3-237.8 copies/uL) and 0 of 15 women with BBL. High-risk human papilloma virus was detected in 14 of 16 (87.5%), 2 of 16 (12.5%), and 0 of 16 (0%) for genotypes 16, 18, and 31, respectively. Forty-three age-matched healthy Egyptian women were enrolled as controls for assessment of local risk factors that can be used to initiate a strategy of BC prevention in Egypt. Assessment of the risk factors demonstrated that low education level, passive smoking, lack of physical activity, family history of cancer, and use of oral contraception were significant risk factors for BC. In conclusion, our results lead us to postulate that HR-HPV infection may be implicated in the development of some types of BC in Egyptian women. In addition, identification of local risk factors can support practical prevention strategies for BC in Egypt.
Collapse
Affiliation(s)
- Nabila El-Sheikh
- Molecular Immunology Unit for Infectious Diseases, Department of Microbiology, Faculty of Medicine for Girls, Al-Azhar University, Cairo, Egypt
| | - Nahla O Mousa
- Biotechnology Department, Egypt- Japan University of Science and Technology (E-JUST), Basic and Applied Sciences Institute (BAS), Alexandria, Egypt.,Biotechnology Program, Chemistry Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Amany M Tawfeik
- Molecular Immunology Unit for Infectious Diseases, Department of Microbiology, Faculty of Medicine for Girls, Al-Azhar University, Cairo, Egypt
| | - Alaa M Saleh
- Molecular Immunology Unit for Infectious Diseases, Department of Microbiology, Faculty of Medicine for Girls, Al-Azhar University, Cairo, Egypt
| | - Iman Elshikh
- Molecular Immunology Unit for Infectious Diseases, Department of Microbiology, Faculty of Medicine for Girls, Al-Azhar University, Cairo, Egypt
| | - Mohamed Deyab
- Department of Surgery, Faculty Medicine, Al-Azhar University, Cairo, Egypt
| | - Faten Ragheb
- Department of Pathology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Manar M Moneer
- Department of Epidemiology and Statistics, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ahmed Kawashti
- Department of Surgery, Faculty Medicine, Al-Azhar University, Cairo, Egypt
| | - Ahmed Osman
- Biotechnology Department, Egypt- Japan University of Science and Technology (E-JUST), Basic and Applied Sciences Institute (BAS), Alexandria, Egypt.,Biochemistry Department, Faculty of Science, Ain Shams University, Cairo, Egypt
| | - Mohamed Elrefaei
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Jacksonville, FL, USA
| |
Collapse
|
13
|
Chang T, Zhao Y, He H, Xi Q, Fu J, Zhao Y. Exogenous melatonin improves growth in hulless barley seedlings under cold stress by influencing the expression rhythms of circadian clock genes. PeerJ 2021; 9:e10740. [PMID: 33552735 PMCID: PMC7831369 DOI: 10.7717/peerj.10740] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 12/18/2020] [Indexed: 12/01/2022] Open
Abstract
Background Melatonin is a hormone substance that exists in various living organisms. Since it was discovered in the pineal gland of cattle in 1956, the function of melatonin in animals has been roughly clarified. Nevertheless, in plants, the research on melatonin is still insufficient. Hulless barley (Hordeum vulgare L. var. nudum hook. f.) is a crop that originates from cultivated barley in the east, usually grown on the Qinghai-Tibet Plateau, becoming the most important food crop in this area. Although the genome and transcriptome research of highland barley has gradually increased recently years, there are still many problems about how hulless barley adapts to the cold climate of the Qinghai-Tibet Plateau. Methods In this study, we set three temperature conditions 25°C, 15°C, 5°C hulless barley seedlings, and at the same time soaked the hulless barley seeds with a 1 µM melatonin solution for 12 hours before the hulless barley seeds germinated. Afterwards, the growth and physiological indicators of hulless barley seedlings under different treatment conditions were determined. Meanwhile, the qRT-PCR method was used to determine the transcription level of the hulless barley circadian clock genes under different treatment conditions under continuous light conditions. Results The results showed the possible mechanism by which melatonin pretreatment can promote the growth of hulless barley under cold stress conditions by studying the effect of melatonin on the rhythm of the circadian clock system and some physiological indicators. The results revealed that the application of 1 µM melatonin could alleviate the growth inhibition of hulless barley seedlings caused by cold stress. In addition, exogenous melatonin could also restore the circadian rhythmic oscillation of circadian clock genes, such as HvCCA1 and HvTOC1, whose circadian rhythmic phenotypes were lost due to environmental cold stress. Additionally, the results confirmed that exogenous melatonin even reduced the accumulation of key physiological indicators under cold stress, including malondialdehyde and soluble sugars. Discussion Overall, these findings revealed an important mechanism that exogenous melatonin alleviated the inhibition of plant vegetative growths either by restoring the disrupted circadian rhythmic expression oscillations of clock genes, or by regulating the accumulation profiles of pivotal physiological indicators under cold stress.
Collapse
Affiliation(s)
- Tianliang Chang
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| | - Yi Zhao
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| | - Hongyan He
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| | - Qianqian Xi
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| | - Jiayi Fu
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| | - Yuwei Zhao
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Xi'an, China.,Life Sciences School of Northwest University, Xi'an, China.,Key Laboratory of Resource Biology and Biotechnology in western China (Ministry of Education), Xi'an, China
| |
Collapse
|
14
|
Effects of Phosphate Shortage on Root Growth and Hormone Content of Barley Depend on Capacity of the Roots to Accumulate ABA. PLANTS 2020; 9:plants9121722. [PMID: 33297400 PMCID: PMC7762276 DOI: 10.3390/plants9121722] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 12/01/2020] [Accepted: 12/04/2020] [Indexed: 02/03/2023]
Abstract
Although changes in root architecture in response to the environment can optimize mineral and water nutrient uptake, mechanisms regulating these changes are not well-understood. We investigated whether P deprivation effects on root development are mediated by abscisic acid (ABA) and its interactions with other hormones. The ABA-deficient barley mutant Az34 and its wild-type (WT) were grown in P-deprived and P-replete conditions, and hormones were measured in whole roots and root tips. Although P deprivation decreased growth in shoot mass similarly in both genotypes, only the WT increased primary root length and number of lateral roots. The effect was accompanied by ABA accumulation in root tips, a response not seen in Az34. Increased ABA in P-deprived WT was accompanied by decreased concentrations of cytokinin, an inhibitor of root extension. Furthermore, P-deficiency in the WT increased auxin concentration in whole root systems in association with increased root branching. In the ABA-deficient mutant, P-starvation failed to stimulate root elongation or promote branching, and there was no decline in cytokinin and no increase in auxin. The results demonstrate ABA’s ability to mediate in root growth responses to P starvation in barley, an effect linked to its effects on cytokinin and auxin concentrations.
Collapse
|
15
|
Selvakesavan RK, Franklin G. Nanoparticles Affect the Expression Stability of Housekeeping Genes in Plant Cells. Nanotechnol Sci Appl 2020; 13:77-88. [PMID: 32884247 PMCID: PMC7431599 DOI: 10.2147/nsa.s265641] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 07/30/2020] [Indexed: 02/05/2023] Open
Abstract
Purpose We report on the expression stability of several housekeeping/reference genes that can be used in the normalization of target gene expression in quantitative real-time PCR (qRT-PCR) analysis of plant cells challenged with metal nanoparticles (NPs). Materials and Methods Uniform cell suspension cultures of Hypericum perforatum were treated with 25 mg/l silver and gold NPs (14-15 nm in diameter). Cells were collected after 0.5, 4.0, and 12 h. The total RNA isolated from the cells was analyzed for the stability of ACT2, ACT3, ACT7, EF1-α, GAPDH, H2A, TUB-α, TUB-β, and 18S rRNA genes using qRT-PCR. The cycle threshold (Ct) values of the genes were analyzed using the geNorm, NormFinder, BestKeeper, and RefFinder statistical algorithms to rank gene stability. The stability of the top-ranked genes was validated by normalizing the expression of HYP1. Results The expression of the tested housekeeping genes varied with treatment duration and NP types. EF1-α in gold NP treatment and TUB-α and EF1-α in silver NP treatment ranked among the top three positions. However, none of the genes retained their top ranking with time and across NP types. Conclusion EF1-α can be used as a reference for treatment involving both silver and gold NPs in H. perforatum cells. TUB-α can be used only for silver NP-treated cells. The expression instability of most of the housekeeping genes highlights the importance of systematic standardization of reference genes for NP treatment conditions to draw proper conclusions on the target gene expression.
Collapse
Affiliation(s)
| | - Gregory Franklin
- Institute of Plant Genetics of the Polish Academy of Sciences, Poznan 60-479, Poland
| |
Collapse
|
16
|
Liu YN, Liu BY, Ma YC, Yang HL, Liu GQ. Analysis of reference genes stability and histidine kinase expression under cold stress in Cordyceps militaris. PLoS One 2020; 15:e0236898. [PMID: 32785280 PMCID: PMC7423124 DOI: 10.1371/journal.pone.0236898] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 07/15/2020] [Indexed: 11/17/2022] Open
Abstract
The development of fungal fruiting bodies from a hyphal thallus is inducible under low temperature (cold stress). The molecular mechanism has been subject to surprisingly few studies. Analysis of gene expression level has become an important means to study gene function and its regulation mechanism. But identification of reference genes (RGs) stability under cold stress have not been reported in famous medicinal mushroom-forming fungi Cordyceps militaris. Herein, 12 candidate RGs had been systematically validated under cold stress in C. militaris. Three different algorithms, geNorm, NormFinder and BestKeeper were applied to evaluate the expression stability of the RGs. Our results showed that UBC and UBQ were the most stable RGs for cold treatments in short and long periods, respectively. 2 RGs (UBC and PP2A) and 3 RGs (UBQ, TUB and CYP) were the suitable RGs for cold treatments in short and long periods, respectively. Moreover, target genes, two-component-system histidine kinase genes, were selected to validate the most and least stable RGs under cold treatment, which indicated that use of unstable expressed genes as RGs leads to biased results. Our results provide a good starting point for accurate reverse transcriptase quantitative polymerase chain reaction normalization by using UBC and UBQ in C. militaris under cold stress and better support for understanding the mechanism of response to cold stress and fruiting body formation in C. militaris and other mushroom-forming fungi in future research.
Collapse
Affiliation(s)
- Yong-Nan Liu
- Hunan Provincial Key Laboratory for Forestry Biotechnology & International Cooperation Base of Science and Technology Innovation on Forest Resource Biotechnology, Central South University of Forestry and Technology, Changsha, China
| | - Bi-Yang Liu
- Hunan Provincial Key Laboratory for Forestry Biotechnology & International Cooperation Base of Science and Technology Innovation on Forest Resource Biotechnology, Central South University of Forestry and Technology, Changsha, China
| | - You-Chu Ma
- Hunan Provincial Key Laboratory for Forestry Biotechnology & International Cooperation Base of Science and Technology Innovation on Forest Resource Biotechnology, Central South University of Forestry and Technology, Changsha, China
| | - Hai-Long Yang
- College of Environmental & Life Science, Wenzhou University, Wenzhou, China
| | - Gao-Qiang Liu
- Hunan Provincial Key Laboratory for Forestry Biotechnology & International Cooperation Base of Science and Technology Innovation on Forest Resource Biotechnology, Central South University of Forestry and Technology, Changsha, China
| |
Collapse
|
17
|
Solanki S, Ameen G, Zhao J, Flaten J, Borowicz P, Brueggeman RS. Visualization of spatial gene expression in plants by modified RNAscope fluorescent in situ hybridization. PLANT METHODS 2020; 16:71. [PMID: 32467719 PMCID: PMC7229616 DOI: 10.1186/s13007-020-00614-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 05/11/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND In situ analysis of biomarkers such as DNA, RNA and proteins are important for research and diagnostic purposes. At the RNA level, plant gene expression studies rely on qPCR, RNAseq and probe-based in situ hybridization (ISH). However, for ISH experiments poor stability of RNA and RNA based probes commonly results in poor detection or poor reproducibility. Recently, the development and availability of the RNAscope RNA-ISH method addressed these problems by novel signal amplification and background suppression. This method is capable of simultaneous detection of multiple target RNAs down to the single molecule level in individual cells, allowing researchers to study spatio-temporal patterning of gene expression. However, this method has not been optimized thus poorly utilized for plant specific gene expression studies which would allow for fluorescent multiplex detection. Here we provide a step-by-step method for sample collection and pretreatment optimization to perform the RNAscope assay in the leaf tissues of model monocot plant barley. We have shown the spatial distribution pattern of HvGAPDH and the low expressed disease resistance gene Rpg1 in leaf tissue sections of barley and discuss precautions that should be followed during image analysis. RESULTS We have shown the ubiquitous HvGAPH and predominantly stomatal guard cell associated subsidiary cell expressed Rpg1 expression pattern in barley leaf sections and described the improve RNAscope methodology suitable for plant tissues using confocal laser microscope. By addressing the problems in the sample collection and incorporating additional sample backing steps we have significantly reduced the section detachment and experiment failure problems. Further, by reducing the time of protease treatment, we minimized the sample disintegration due to over digestion of barley tissues. CONCLUSIONS RNAscope multiplex fluorescent RNA-ISH detection is well described and adapted for animal tissue samples, however due to morphological and structural differences in the plant tissues the standard protocol is deficient and required optimization. Utilizing barley specific HvGAPDH and Rpg1 RNA probes we report an optimized method which can be used for RNAscope detection to determine the spatial expression and semi-quantification of target RNAs. This optimized method will be immensely useful in other plant species such as the widely utilized Arabidopsis.
Collapse
Affiliation(s)
- Shyam Solanki
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99163 USA
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108-6050 USA
| | - Gazala Ameen
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99163 USA
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108-6050 USA
| | - Jin Zhao
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108-6050 USA
| | - Jordan Flaten
- Department of Animal Sciences, North Dakota State University, Fargo, ND 58108-6050 USA
| | - Pawel Borowicz
- Department of Animal Sciences, North Dakota State University, Fargo, ND 58108-6050 USA
| | - Robert S. Brueggeman
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99163 USA
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108-6050 USA
| |
Collapse
|
18
|
Sang Z, Yang C, Yuan H, Wang Y, Jabu D, Xu Q. Insights into the metabolic responses of two contrasting Tibetan hulless barley genotypes under low nitrogen stress. Bioinformation 2019; 15:845-852. [PMID: 32256004 PMCID: PMC7088427 DOI: 10.6026/97320630015845] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 12/28/2019] [Accepted: 12/28/2019] [Indexed: 01/19/2023] Open
Abstract
Nitrogen (N) is an essential macronutrient for plants. However, excessive use of N fertilizer for cultivation is an environmental hazard. A good adaption to N deficiency is known in the Tibetan hulless barley. Therefore, it is of interest to complete the metabolic analysis on LSZQK which is a low nitrogen (low-N) sensitive genotype and Z0284 that is tolerant to low-N. We identified and quantified 750 diverse metabolites in this analysis. The two genotypes show differences in their basal metabolome under normal N condition. Polyphenols and lipids related metabolites were significantly enriched in Z0284 having a basal role prior to exposure to low-N stress. Analysis of the differentially accumulated metabolites (DAM) induced by low-N explain the genotype-specific responses. Fourteen DAMs showed similar patterns of change between low-N and control conditions in both genotypes. This could be the core low-N responsive metabolites regardless of the tolerance level in hulless barley. We also identified 4 DAMs (serotonin, MAG (18:4) isomer 2, tricin 7-O-feruloylhexoside and gluconic acid) shared by both genotypes displaying opposite patterns of regulation under low-N conditions and may play important roles in low-N tolerance. This report provides a theoretical basis for further understanding of the molecular mechanisms of low-N stress tolerance in hulless barley.
Collapse
Affiliation(s)
- Zha Sang
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| | - Chunbao Yang
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| | - Hongjun Yuan
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| | - Yulin Wang
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| | - Dunzhu Jabu
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| | - Qijun Xu
- State Key Laboratory of Hulless Barley and Yak Germplasm Resources and Genetic Improvement, Lhasa 850002, China
- Institute of Agricultural Research, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850002, China
| |
Collapse
|
19
|
Zhang J, Xie W, Yu X, Zhang Z, Zhao Y, Wang N, Wang Y. Selection of Suitable Reference Genes for RT-qPCR Gene Expression Analysis in Siberian Wild Rye ( Elymus sibiricus) under Different Experimental Conditions. Genes (Basel) 2019; 10:E451. [PMID: 31200580 PMCID: PMC6627066 DOI: 10.3390/genes10060451] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 06/05/2019] [Accepted: 06/11/2019] [Indexed: 11/17/2022] Open
Abstract
Elymus sibiricus, which is a perennial and self-pollinated grass, is the typical species of the genus Elymus, which plays an important role in forage production and ecological restoration. No reports have, so far, systematically described the selection of optimal reference genes for reverse transcriptase quantitative real-time polymerase chain reaction (RT-qPCR) analysis in E. sibiricus. The goals of this study were to evaluate the expression stability of 13 candidate reference genes in different experimental conditions, and to determine the appropriate reference genes for gene expression analysis in E. sibiricus. Five methods including Delta Ct (ΔCt), BestKeeper, NormFinder, geNorm, and RefFinder were used to assess the expression stability of 13 potential reference genes. The results of the RefFinder analysis showed that TBP2 and HIS3 were the most stable reference genes in different genotypes. TUA2 and PP2A had the most stable expression in different developmental stages. TBP2 and PP2A were suitable reference genes in different tissues. Under salt stress, ACT2 and TBP2 were identified as the most stable reference genes. ACT2 and TUA2 showed the most stability under heat stress. For cold stress, PP2A and ACT2 presented the highest degree of expression stability. DNAJ and U2AF were considered as the most stable reference genes under osmotic stress. The optimal reference genes were selected to investigate the expression pattern of target gene CSLE6 in different conditions. This study provides suitable reference genes for further gene expression analysis using RT-qPCR in E. sibiricus.
Collapse
Affiliation(s)
- Junchao Zhang
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Wengang Xie
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Xinxuan Yu
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Zongyu Zhang
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Yongqiang Zhao
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Na Wang
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| | - Yanrong Wang
- The State Key Laboratory of Grassland Agro-Ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China.
| |
Collapse
|
20
|
Selection of reference genes for qPCR normalization in buffalobur (Solanum rostratum Dunal). Sci Rep 2019; 9:6948. [PMID: 31061419 PMCID: PMC6502881 DOI: 10.1038/s41598-019-43438-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 04/24/2019] [Indexed: 12/11/2022] Open
Abstract
Buffalobur (Solanum rostratum Dunal), which belongs to the Solanaceae family, is a worldwide noxious invasive weed and is listed as one of the top 10 alien invasive species in China. It is harmful to humans and livestock because the entire plant is covered with spines containing toxins. Many studies have analysed the gene expression in this weed species under different stress conditions using quantitative real-time PCR (qPCR). However, until now, there has been no report on suitable reference genes in buffalobur. Herein, 14 candidate reference genes were selected and evaluated for their expression stability in buffalobur in different tissues, at different developmental stages, and in response to several stress conditions using the geNorm, NormFinder, BestKeeper and RefFinder statistical algorithms. The results showed that EF1α, ACT and SAND are suitable reference genes across all samples tested. We recommend the normalization of target gene expression under different experimental conditions using these three genes together. Validation of selected reference genes was achieved by assessing the relative expression levels of P5CS and GI. This work identified the appropriate reference genes for transcript normalization in buffalobur, which will be helpful in future genetic studies of this invasive weed.
Collapse
|
21
|
Fei X, Shi Q, Yang T, Fei Z, Wei A. Expression Stabilities of Ten Candidate Reference Genes for RT-qPCR in Zanthoxylum bungeanum Maxim. Molecules 2018; 23:molecules23040802. [PMID: 29601541 PMCID: PMC6017173 DOI: 10.3390/molecules23040802] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 03/29/2018] [Accepted: 03/30/2018] [Indexed: 01/26/2023] Open
Abstract
Real-time reverse transcription quantitative PCR has become a common method for studying gene expression, however, the optimal selection of stable reference genes is a prerequisite for obtaining accurate quantification of transcript abundance. Suitable reference genes for RT-qPCR have not yet been identified for Chinese prickly ash (Zanthoxylum bungeanum Maxim.). Chinese prickly ash is the source of an important food seasoning in China. In recent years, Chinese prickly ash has also been developed as a medicinal plant. The expression stabilities of ten genes (18S, 28S, EF, UBA, UBQ, TIF, NTB, TUA, RPS, and TIF5A) were evaluated in roots, stems, leaves, flowers and fruits at five developmental stages and also under stress from cold, drought, and salt. To do this we used three different statistical algorithms: geNorm, NormFinder and BestKeeper. Among the genes investigated, UBA and UBQ were found to be most stable for the different cultivars and different tissues examined, UBQ and TIF for fruit developmental stage. Meanwhile, EF and TUA were most stable under cold treatment, EF and UBQ under drought treatment and NTB and RPS under salt treatment. UBA and UBQ for all samples evaluated were most stably expressed, but 18S, TUA and RPS were found to be generally unreliable as reference genes. Our results provide a basis for the future selection of reference genes for biological research with Chinese prickly ash, under a variety of conditions.
Collapse
Affiliation(s)
- Xitong Fei
- College of Forestry, Northwest A&F University, Yangling 712100, China.
| | - Qianqian Shi
- College of Forestry, Northwest A&F University, Yangling 712100, China.
| | - Tuxi Yang
- College of Forestry, Northwest A&F University, Yangling 712100, China.
| | - Zhaoxue Fei
- College of Forestry, Northwest A&F University, Yangling 712100, China.
| | - Anzhi Wei
- College of Forestry, Northwest A&F University, Yangling 712100, China.
| |
Collapse
|
22
|
Zhang L, Zhang Q, Jiang Y, Li Y, Zhang H, Li R. Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum. PLANT METHODS 2018; 14:110. [PMID: 30568722 PMCID: PMC6297944 DOI: 10.1186/s13007-018-0379-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 12/10/2018] [Indexed: 05/03/2023]
Abstract
BACKGROUND Real-time quantitative PCR has been widely used as the most reliable method to measure gene expression, due to its high accuracy and specificity. Wild barley (Hordeum brevisubulatum (Trin.) Link) is a wild relative species in Triticeae that has strong tolerance to abiotic stresses and extremely wide adaptation. However, suitable references gene have not been documented for standardization of gene expression in wild barley under abiotic stress. RESULTS Here we report the first systematic and comprehensive analysis of reference genes for quantitative real-time PCR standardization in wild barley. We selected 11 genes, including ACT (Actin), ADP (ADP-ribosylation factor 1), CYP2 (Cyclophilin 2), EF-1α (Elongation factor 1-alpha), GAPDH (Glyceraldehyde 3-phosphate dehydrogenase), HSP90 (Heat shock protein 90), TUBα (Alpha-tubulin), TUBβ6 (Beta-tubulin 6), UBI (Ubiquitin), 18SrRNA-1 (guanine1575-N7-methyltransferase) and 18SrRNA-3 (adenine1779-N6-dimethyltransferase) from a wild barley transcriptome database and analyzed their expression stabilities in shoots and roots of wild barley seedling under various stress conditions using comparative ΔCt, BestKeeper, Normfinder and geNorm software. The results demonstrated that ADP was the most suitable reference gene in salt stress while UBI showed peak stability under mannitol and ABA stress; EF-1α was the most appropriate reference gene for PEG, GA3, ethylene and heat stress; 18SrRNA-3 was the best choice for cold stress; and TUBα was the first stable gene across different tissues. CONCLUSIONS Our main contribution was to identify reference genes with suitable and stable expression in wild barley under various stress conditions and in different tissues to provide a useful resource for future studies. The results demonstrate the importance of transcriptome data as a useful resource for the screening of candidate reference genes and highlight the need for specific reference genes for specific conditions. Furthermore, these findings will provide valuable information for wild barley and relative species for future research.
Collapse
Affiliation(s)
- Lili Zhang
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Qike Zhang
- College of Life Science, Hebei Normal University, Shijiazhuang, China
| | - Ying Jiang
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Yang Li
- College of Life Science, Hebei Normal University, Shijiazhuang, China
| | - Haiwen Zhang
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Ruifen Li
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| |
Collapse
|