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Li X, Zhang T, Jiang L, Fan G. Evaluation of Suitable Reference Genes for Quantitative Real-Time PCR in Various Tissues of Apocynum venetum. Genes (Basel) 2024; 15:231. [PMID: 38397220 PMCID: PMC10888412 DOI: 10.3390/genes15020231] [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: 12/28/2023] [Revised: 01/27/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Apocynum venetum L. is an economically valuable plant with tolerance to drought and salinity. Its leaves are utilized in tea production and pharmaceuticals, while the stem bark serves as a high-quality fiber material. To gain insights into the gene expression patterns of A. venetum using quantitative real-time PCR (qRT-PCR), it is crucial to identify appropriate reference genes. This study selected nine candidate genes, including α-tubulin (TUA), β-tubulin (TUB), actin (ACT), cyclophilin (CYP), elongation factor-1α (EF-1α), the B family of regulatory subunits of protein phosphatase (PPP2R2, PPP2R3, and PPP2R5), and phosphoglycerate kinase (PGK), to determine the most appropriate reference genes in the leaf, stem, and root tissues of A. venetum. A comprehensive ranking by geNorm, NormFinder, BestKeeper, and RefFinder software and Venn diagrams was used to screen more stable reference genes in different tissues. The two most stable reference genes were CYP and TUA in leaves, PGK and PPP2R3 in stems, and TUA and EF-1α in roots, respectively. The relative expression values of the four genes involved in proline metabolism under polyethylene glycol treatment were used to validate the screened reference genes, and they exhibited highly stable expression levels. These findings represent the first set of stable reference genes for future gene expression studies in A. venetum. They significantly contribute to enhancing the accuracy and reliability of gene expression analyses in this economically important plant species.
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Affiliation(s)
- Xiaoshuang Li
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Northeast Forestry University, Harbin 150040, China (T.Z.)
| | - Tingting Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Northeast Forestry University, Harbin 150040, China (T.Z.)
| | - Li Jiang
- State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
| | - Guizhi Fan
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Northeast Forestry University, Harbin 150040, China (T.Z.)
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Response of Poplar Leaf Transcriptome to Changed Management and Environmental Conditions in Pure and Mixed with Black Locust Stands. FORESTS 2022. [DOI: 10.3390/f13020147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Mixed cropping in short rotation coppice can be an alternative to monocultures. To design optimized mixtures, field trials are needed. Poplar, as an economically important and fast-growing species, and black locust, as a nitrogen-fixing species, are promising candidates for such studies. RNA sequencing (RNA-seq) was used to monitor effects of mixed and pure cultivations on the gene expression of poplar along with growth measurements during 2017 and 2018. Both biomass production and leaf transcriptomes revealed a strong competition pressure of black locust and the abiotic environment on poplar trees. Gene expression differed between the two study sites and pure and mixed stands. Shading effects from black locust caused the downregulation of photosynthesis and upregulation of shade avoidance genes in mixed stands in 2017. As a result of higher light availability after cutting black locust, plant organ development genes were upregulated in mixed stands in 2018. Drought conditions during the summer of 2018 and competition for water between the two species caused the upregulation of drought stress response genes in mixed stands and at the unfavorable growing site. Further investigations are required to discover the mechanisms of interspecific competition and to develop stand designs, which could increase the success and productivity of mixed plantations.
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Swaminathan P, Ohrtman M, Carinder A, Deuja A, Wang C, Gaskin J, Fennell A, Clay S. Water Deficit Transcriptomic Responses Differ in the Invasive Tamarix chinensis and T. ramosissima Established in the Southern and Northern United States. PLANTS 2020; 9:plants9010086. [PMID: 31936615 PMCID: PMC7020488 DOI: 10.3390/plants9010086] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 12/27/2019] [Accepted: 01/02/2020] [Indexed: 11/25/2022]
Abstract
Tamarix spp. (saltcedar) were introduced from Asia to the southern United States as windbreak and ornamental plants and have spread into natural areas. This study determined differential gene expression responses to water deficit (WD) in seedlings of T. chinensis and T. ramosissima from established invasive stands in New Mexico and Montana, respectively. A reference de novo transcriptome was developed using RNA sequences from WD and well-watered samples. Blast2GO analysis of the resulting 271,872 transcripts yielded 89,389 homologs. The reference Tamarix (Tamaricaceae, Carophyllales order) transcriptome showed homology with 14,247 predicted genes of the Beta vulgaris subsp. vulgaris (Amaranthaceae, Carophyllales order) genome assembly. T. ramosissima took longer to show water stress symptoms than T. chinensis. There were 2068 and 669 differentially expressed genes (DEG) in T. chinensis and T. ramosissima, respectively; 332 were DEG in common between the two species. Network analysis showed large biological process networks of similar gene content for each of the species under water deficit. Two distinct molecular function gene ontology networks (binding and transcription factor-related) encompassing multiple up-regulated transcription factors (MYB, NAC, and WRKY) and a cellular components network containing many down-regulated photosynthesis-related genes were identified in T. chinensis, in contrast to one small molecular function network in T. ramosissima.
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Affiliation(s)
- Padmapriya Swaminathan
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
- BioSystems Networks/Translational Research, South Dakota State University, Brookings, SD 57007, USA
| | - Michelle Ohrtman
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
| | - Abigail Carinder
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
| | - Anup Deuja
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
| | - Cankun Wang
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
| | - John Gaskin
- United States Department of Agriculture, Agricultural Research Service, Northern Plains Agricultural Research Laboratory, Sidney, MT 59270, USA;
| | - Anne Fennell
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
- BioSystems Networks/Translational Research, South Dakota State University, Brookings, SD 57007, USA
- Correspondence: (A.F.); (S.C.); Tel.: +1-605-688-6373 (A.F.)
| | - Sharon Clay
- Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (P.S.); (M.O.); (A.C.); (A.D.); (C.W.)
- Correspondence: (A.F.); (S.C.); Tel.: +1-605-688-6373 (A.F.)
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