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Simoni S, Vangelisti A, Clemente C, Usai G, Santin M, Ventimiglia M, Mascagni F, Natali L, Angelini LG, Cavallini A, Tavarini S, Giordani T. Transcriptomic Analyses Reveal Insights into the Shared Regulatory Network of Phenolic Compounds and Steviol Glycosides in Stevia rebaudiana. Int J Mol Sci 2024; 25:2136. [PMID: 38396813 PMCID: PMC10889303 DOI: 10.3390/ijms25042136] [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: 01/10/2024] [Revised: 02/02/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Stevia rebaudiana (Bertoni) is a highly valuable crop for the steviol glycoside content in its leaves, which are no-calorie sweeteners hundreds of times more potent than sucrose. The presence of health-promoting phenolic compounds, particularly flavonoids, in the leaf of S. rebaudiana adds further nutritional value to this crop. Although all these secondary metabolites are highly desirable in S. rebaudiana leaves, the genes regulating the biosynthesis of phenolic compounds and the shared gene network between the regulation of biosynthesis of steviol glycosides and phenolic compounds still need to be investigated in this species. To identify putative candidate genes involved in the synergistic regulation of steviol glycosides and phenolic compounds, four genotypes with different contents of these compounds were selected for a pairwise comparison RNA-seq analysis, yielding 1136 differentially expressed genes. Genes that highly correlate with both steviol glycosides and phenolic compound accumulation in the four genotypes of S. rebaudiana were identified using the weighted gene co-expression network analysis. The presence of UDP-glycosyltransferases 76G1, 76H1, 85C1, and 91A1, and several genes associated with the phenylpropanoid pathway, including peroxidase, caffeoyl-CoA O-methyltransferase, and malonyl-coenzyme A:anthocyanin 3-O-glucoside-6″-O-malonyltransferase, along with 21 transcription factors like SCL3, WRK11, and MYB111, implied an extensive and synergistic regulatory network involved in enhancing the production of such compounds in S. rebaudiana leaves. In conclusion, this work identified a variety of putative candidate genes involved in the biosynthesis and regulation of particular steviol glycosides and phenolic compounds that will be useful in gene editing strategies for increasing and steering the production of such compounds in S. rebaudiana as well as in other species.
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Affiliation(s)
- Samuel Simoni
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Alberto Vangelisti
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Clarissa Clemente
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Gabriele Usai
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Marco Santin
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Maria Ventimiglia
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Flavia Mascagni
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Lucia Natali
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Luciana G. Angelini
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
- Interdepartmental Research Centre “Nutraceuticals and Food for Health—NUTRAFOOD”, University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy
| | - Andrea Cavallini
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
| | - Silvia Tavarini
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
- Interdepartmental Research Centre “Nutraceuticals and Food for Health—NUTRAFOOD”, University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy
| | - Tommaso Giordani
- Department of Agriculture, Food and Environment (DAFE), University of Pisa, Via del Borghetto, 80, 56124 Pisa, Italy (C.C.); (M.S.); (M.V.); (S.T.)
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2
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Milić Komić S, Živanović B, Dumanović J, Kolarž P, Sedlarević Zorić A, Morina F, Vidović M, Veljović Jovanović S. Differential Antioxidant Response to Supplemental UV-B Irradiation and Sunlight in Three Basil Varieties. Int J Mol Sci 2023; 24:15350. [PMID: 37895033 PMCID: PMC10607338 DOI: 10.3390/ijms242015350] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 10/09/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Three basil plant varieties (Ocimum basilicum var. Genovese, Ocimum × citriodorum, and Ocimum basilicum var. purpurascens) were grown under moderate light (about 300 µmol photons m-2 s-1) in a glasshouse or growth chamber and then either transferred to an open field (average daily dose: 29.2 kJ m-2 d-1) or additionally exposed to UV-B irradiation in a growth chamber (29.16 kJ m-2 d-1), to reveal the variety-specific and light-specific acclimation responses. Total antioxidant capacity (TAC), phenolic profile, ascorbate content, and class III peroxidase (POD) activity were used to determine the antioxidant status of leaves under all four light regimes. Exposure to high solar irradiation at the open field resulted in an increase in TAC, total hydroxycinnamic acids (HCAs, especially caffeic acid), flavonoids, and epidermal UV-absorbing substances in all three varieties, as well as a two-fold increase in the leaf dry/fresh weight ratio. The supplemental UV-B irradiation induced preferential accumulation of HCAs (rosmarinic acid) over flavonoids, increased TAC and POD activity, but decreased the ascorbate content in the leaves, and inhibited the accumulation of epidermal flavonoids in all basil varieties. Furthermore, characteristic leaf curling and UV-B-induced inhibition of plant growth were observed in all basil varieties, while a pro-oxidant effect of UV-B was indicated with H2O2 accumulation in the leaves and spotty leaf browning. The extent of these morphological changes, and oxidative damage depended on the basil cultivar, implies a genotype-specific tolerance mechanism to high doses of UV-B irradiation.
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Affiliation(s)
- Sonja Milić Komić
- Institute for Multidisciplinary Research, Department of Life Science, University of Belgrade, Kneza Višeslava 1, 11030 Belgrade, Serbia; (S.M.K.); (B.Ž.); (A.S.Z.)
| | - Bojana Živanović
- Institute for Multidisciplinary Research, Department of Life Science, University of Belgrade, Kneza Višeslava 1, 11030 Belgrade, Serbia; (S.M.K.); (B.Ž.); (A.S.Z.)
| | - Jelena Dumanović
- Department of Analytical Chemistry, Faculty of Chemistry, University of Belgrade, 11158 Belgrade, Serbia;
| | - Predrag Kolarž
- Institute of Physics Belgrade, University of Belgrade, 11080 Belgrade, Serbia;
| | - Ana Sedlarević Zorić
- Institute for Multidisciplinary Research, Department of Life Science, University of Belgrade, Kneza Višeslava 1, 11030 Belgrade, Serbia; (S.M.K.); (B.Ž.); (A.S.Z.)
| | - Filis Morina
- Biology Center of the Czech Academy of Sciences, Institute of Plant Molecular Biology, Department of Plant Biophysics and Biochemistry, Branišovska 31/1160, 370 05 Ceske Budejovice, Czech Republic;
| | - Marija Vidović
- Institute of Molecular Genetics and Genetic Engineering, Laboratory for Plant Molecular Biology, University of Belgrade, Vojvode Stepe 444a, 11042 Belgrade, Serbia;
| | - Sonja Veljović Jovanović
- Institute for Multidisciplinary Research, Department of Life Science, University of Belgrade, Kneza Višeslava 1, 11030 Belgrade, Serbia; (S.M.K.); (B.Ž.); (A.S.Z.)
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Li J, Wu K, Li L, Ma G, Fang L, Zeng S. Transcriptomic analysis reveals biosynthesis genes and transcription factors related to leaf anthocyanin biosynthesis in Aglaonema commutatum. BMC Genomics 2023; 24:28. [PMID: 36650457 PMCID: PMC9847206 DOI: 10.1186/s12864-022-09107-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 12/30/2022] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Aglaonema commutatum 'Red Valentine', as a foliage ornamental plant, is widely used for interior and exterior decoration because of its easy cultivation and management. However, reduced proportion of red foliage during large-scale production of A. commutatum seedlings is a frequent occurrence, which has considerable implications on the plant's ornamental and market value. However, the molecular mechanisms underlying this phenomenon remain unclear. RESULTS To explore the molecular basis of the variation in leaf color of A. commutatum Red Valentine, we performed transcriptome sequencing with the Illumina platform using two different varieties of A. commutatum, namely Red Valentine and a green mutant, at three different stages of leaf development. We annotated 63,621 unigenes and 14,186 differentially expressed genes by pairwise comparison. Furthermore, we identified 26 anthocyanin biosynthesis structural genes. The transcript per million (TPM) values were significantly higher for Red Valentine than for the green mutant in all three developmental stages, consistent with the high anthocyanin content of Red Valentine leaves. We detected positive transcription factors that may be involved in the regulation of anthocyanin biosynthesis using BLAST and through correlation analysis. Downregulation of these transcription factors may downregulate the expression of anthocyanin genes. We obtained full-length cDNA of the anthocyanin biosynthesis and regulatory genes and constructed phylogenetic trees to ensure accuracy of the analysis. CONCLUSIONS Our study provides insights into the molecular mechanisms underlying leaf variation in A. commutatum Red Valentine and may be used to facilitate the breeding of ornamental cultivars with high anthocyanin levels.
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Affiliation(s)
- Ji Li
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China ,grid.410726.60000 0004 1797 8419University of Chinese Academy of Sciences, Beijing, 100049 China
| | - Kunlin Wu
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China
| | - Lin Li
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China
| | - Guohua Ma
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China
| | - Lin Fang
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China ,grid.9227.e0000000119573309Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China
| | - Songjun Zeng
- grid.9227.e0000000119573309Key Laboratory of South China Agricultural Plant Molecular Analysis and Gene Improvement, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650 China ,grid.9227.e0000000119573309Center of Economic Botany, Core Botanical Gardens, Chinese Academy of Sciences, Guangzhou, 510650 China
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Chen N, Zhang H, Zang E, Liu ZX, Lan YF, Hao WL, He S, Fan X, Sun GL, Wang YL. Adaptation insights from comparative transcriptome analysis of two Opisthopappus species in the Taihang mountains. BMC Genomics 2022; 23:466. [PMID: 35751010 PMCID: PMC9233376 DOI: 10.1186/s12864-022-08703-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 06/13/2022] [Indexed: 11/29/2022] Open
Abstract
Opisthopappus is a major wild source of Asteraceae with resistance to cold and drought. Two species of this genus (Opisthopappus taihangensis and O. longilobus) have been employed as model systems to address the evolutionary history of perennial herb biomes in the Taihang Mountains of China. However, further studies on the adaptive divergence processes of these two species are currently impeded by the lack of genomic resources. To elucidate the molecular mechanisms involved, a comparative analysis of these two species was conducted. Among the identified transcription factors, the bHLH members were most prevalent, which exhibited significantly different expression levels in the terpenoid metabolic pathway. O. longilobus showed higher level of expression than did O. taihangensis in terms of terpenes biosynthesis and metabolism, particularly monoterpenoids and diterpenoids. Analyses of the positive selection genes (PSGs) identified from O. taihangensis and O. longilobus revealed that 1203 genes were related to adaptative divergence, which were under rapid evolution and/or have signs of positive selection. Differential expressions of PSG occurred primarily in the mitochondrial electron transport, starch degradation, secondary metabolism, as well as nucleotide synthesis and S-metabolism pathway processes. Several PSGs were obviously differentially expressed in terpenes biosynthesis that might result in the fragrances divergence between O. longilobus and O. taihangensis, which would provide insights into adaptation of the two species to different environments that characterized by sub-humid warm temperate and temperate continental monsoon climates. The comparative analysis for these two species in Opisthopappus not only revealed how the divergence occurred from molecular perspective, but also provided novel insights into how differential adaptations occurred in Taihang Mountains.
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Affiliation(s)
- Ning Chen
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Hao Zhang
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - En Zang
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Zhi-Xia Liu
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Ya-Fei Lan
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Wei-Li Hao
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Shan He
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Xing Fan
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu, 611130, China
| | - Gen-Lou Sun
- Department of Biology, Saint Mary's University, Halifax, B3H3C3, Canada.
| | - Yi-Ling Wang
- College of Life Science, Shanxi Normal University, Taiyuan, 030031, China.
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5
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Kisa D, İmamoğlu R, Genç N, Şahin S, Qayyum MA, Elmastaş M. The interactive effect of aromatic amino acid composition on the accumulation of phenolic compounds and the expression of biosynthesis-related genes in Ocimum basilicum. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2021; 27:2057-2069. [PMID: 34629778 PMCID: PMC8484379 DOI: 10.1007/s12298-021-01068-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 05/05/2023]
Abstract
Sweet basil (Ocimum basilicum L.), a well-known medicinal and aromatic herb, rich in essential oils and antioxidants (contributed by phenolics), is widely used in traditional medicine. The biosynthesis of phytochemicals occurs via different biochemical pathways, and the expression of selected genes encoding enzymes involved in the formation of phenolic compounds is regulated in response to environmental factors. The synthesis of the compounds is closely interrelated: usually, the products formed in the first reaction steps are used as substrates for the next reactions. The current study attempted a comprehensive overview of the effect of aromatic amino acid composition (AAAs) in Ocimum basilicum in respect to the expression of genes related to the biosynthesis of phenolic compound and their content. The transcript expression levels of EOMT, PAL, CVOMT, HPPR, C4L, EGS, and FLS increased depending on the AAAs concentration compared to the control plants. The highest mRNA accumulation was obtained in EOMT, FLS, and HPPR in the leaves of sweet basil. The expression of the TAT gene in the leaves significantly reduced in response to all AAAs applications compared to untreated groups and it had the lowest transcript accumulation. Eleven individual phenolic compounds were determined in the basil leaves, and the contents of chicoric acid, methyl chavicol, caffeic acid, and vanillic acid increased depending on administered concentration to control (p < 0.05). Additionally, AAAs lead to an incremental change in the amount of chlorogenic acid at 50 and 100 mg kg-1 compared to control plants (p < 0.05). Rutin and rosmarinic acid were detected as the main phenolic compounds in all experimental groups of sweet basil in terms of quantity. However, their amount significantly decreased as compared to control plants based on the increase in AAAs concentrations (p < 0.05). Also, the accumulation of cinnamic acid, eugenol, and quercetin did not significantly change in the leaves of AAAs treated plants compared to control (p < 0.05). When AAAs was applied, total flavonoid content increased in all treatments compared to the control plants, but total phenolic content did not change significantly (p < 0.05). To the best of our knowledge, our work is the first detailed work to evaluate in detail the impact of AAAs on individual phenolic compounds at the phytochemistry and transcriptional levels in the O. basilicum plant. For a detailed understanding of the whole mechanism of phenolic compound regulation, further research is required to fill in some gaps and to provide further clarification.
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Affiliation(s)
- Dursun Kisa
- Department of Molecular Biology and Genetics, Faculty of Science, Bartin University, Bartin, Turkey
| | - Rizvan İmamoğlu
- Department of Molecular Biology and Genetics, Faculty of Science, Bartin University, Bartin, Turkey
| | - Nusret Genç
- Department of Chemistry, Faculty of Science and Arts, Gaziosmanpasa University, Tokat, Turkey
| | - Sezer Şahin
- Department of Soil Science and Plant Nutrition, Faculty of Agriculture, Gaziosmanpasa University, Tokat, Turkey
| | - Muhammad Abdul Qayyum
- Department of Chemistry, Division of Science & Technology, University of Education, Lahore, Pakistan
| | - Mahfuz Elmastaş
- Department of Basic Pharmaceutical Sciences, Faculty of Pharmacy, University of Health Sciences, İstanbul, Turkey
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Physiological and Molecular Analysis Reveals the Differences of Photosynthesis between Colored and Green Leaf Poplars. Int J Mol Sci 2021; 22:ijms22168982. [PMID: 34445687 PMCID: PMC8396459 DOI: 10.3390/ijms22168982] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/09/2021] [Accepted: 08/18/2021] [Indexed: 11/16/2022] Open
Abstract
Leaf coloration changes evoke different photosynthetic responses among different poplar cultivars. The aim of this study is to investigate the photosynthetic difference between a red leaf cultivar (ZHP) and a green leaf (L2025) cultivar of Populus deltoides. In this study, ‘ZHP’ exhibited wide ranges and huge potential for absorption and utilization of light energy and CO2 concentration which were similar to those in ‘L2025’ and even showed a stronger absorption for weak light. However, with the increasing light intensity and CO2 concentration, the photosynthetic capacity in both ‘L2025’ and ‘ZHP’ was gradually restricted, and the net photosynthetic rate (Pn) in ‘ZHP’ was significantly lower than that in ‘L2025’under high light or high CO2 conditions, which was mainly attributed to stomatal regulation and different photosynthetic efficiency (including the light energy utilization efficiency and photosynthetic CO2 assimilation efficiency) in these two poplars. Moreover, the higher anthocyanin content in ‘ZHP’ than that in ‘L2025’ was considered to be closely related to the decreased photosynthetic efficiency in ‘ZHP’. According to the results from the JIP-test, the capture efficiency of the reaction center for light energy in ‘L2025’ was significantly higher than that in ‘ZHP’. Interestingly, the higher levels of light quantum caused relatively higher accumulation of QA- in ‘L2025’, which blocked the electron transport and weakened the photosystem II (PSII) performance as compared with ‘ZHP’; however, the decreased capture of light quantum also could not promote the utilization of light energy, which was the key to the low photosynthetic efficiency in ‘ZHP’. The differential expressions of a series of photosynthesis-related genes further promoted these specific photosynthetic processes between ‘L2025’ and ‘ZHP’.
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Hasley JAR, Navet N, Tian M. CRISPR/Cas9-mediated mutagenesis of sweet basil candidate susceptibility gene ObDMR6 enhances downy mildew resistance. PLoS One 2021; 16:e0253245. [PMID: 34111225 PMCID: PMC8191900 DOI: 10.1371/journal.pone.0253245] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 05/31/2021] [Indexed: 11/27/2022] Open
Abstract
Sweet basil (Ocimum basilicum) is an economically important allotetraploid (2n = 4x = 48) herb whose global production is threatened by downy mildew disease caused by the obligate biotrophic oomycete, Peronospora belbahrii. Generation of disease resistant cultivars by mutagenesis of susceptibility (S) genes via CRISPR/Cas9 is currently one of the most promising strategies to maintain favored traits while improving disease resistance. Previous studies have identified Arabidopsis DMR6 (Downy Mildew Resistance 6) as an S gene required for pathogenesis of the downy mildew-causing oomycete pathogen Hyaloperonospora arabidopsidis. In this study, a sweet basil homolog of DMR6, designated ObDMR6, was identified in the popular sweet basil cultivar Genoveser and found to exist with a high copy number in the genome with polymorphisms among the variants. Two CRISPR/Cas9 constructs expressing one or two single guide RNAs (sgRNAs) targeting the conserved regions of ObDMR6 variants were generated and used to transform Genoveser via Agrobacterium-mediated transformation. 56 T0 lines were generated, and mutations of ObDMR6 were detected by analyzing the Sanger sequencing chromatograms of an ObDMR6 fragment using the Interference of CRISPR Edits (ICE) software. Among 54 lines containing mutations in the targeted sites, 13 had an indel percentage greater than 96% suggesting a near-complete knockout (KO) of ObDMR6. Three representative transgene-free lines with near-complete KO of ObDMR6 determined by ICE were identified in the T1 segregating populations derived from three independent T0 lines. The mutations were further confirmed using amplicon deep sequencing. Disease assays conducted on T2 seedlings of the above T1 lines showed a reduction in production of sporangia by 61-68% compared to the wild-type plants and 69-93% reduction in relative pathogen biomass determined by quantitative PCR (qPCR). This study not only has generated transgene-free sweet basil varieties with improved downy mildew resistance, but also contributed to our understanding of the molecular interactions of sweet basil-P. belbahrii.
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Affiliation(s)
- Jeremieh Abram R. Hasley
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States of America
| | - Natasha Navet
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States of America
| | - Miaoying Tian
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI, United States of America
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8
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Bornowski N, Hamilton JP, Liao P, Wood JC, Dudareva N, Buell CR. Genome sequencing of four culinary herbs reveals terpenoid genes underlying chemodiversity in the Nepetoideae. DNA Res 2021; 27:5879280. [PMID: 32735328 PMCID: PMC7508350 DOI: 10.1093/dnares/dsaa016] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 07/24/2020] [Indexed: 02/07/2023] Open
Abstract
Species within the mint family, Lamiaceae, are widely used for their culinary, cultural, and medicinal properties due to production of a wide variety of specialized metabolites, especially terpenoids. To further our understanding of genome diversity in the Lamiaceae and to provide a resource for mining biochemical pathways, we generated high-quality genome assemblies of four economically important culinary herbs, namely, sweet basil (Ocimum basilicum L.), sweet marjoram (Origanum majorana L.), oregano (Origanum vulgare L.), and rosemary (Rosmarinus officinalis L.), and characterized their terpenoid diversity through metabolite profiling and genomic analyses. A total 25 monoterpenes and 11 sesquiterpenes were identified in leaf tissue from the 4 species. Genes encoding enzymes responsible for the biosynthesis of precursors for mono- and sesqui-terpene synthases were identified in all four species. Across all 4 species, a total of 235 terpene synthases were identified, ranging from 27 in O. majorana to 137 in the tetraploid O. basilicum. This study provides valuable resources for further investigation of the genetic basis of chemodiversity in these important culinary herbs.
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Affiliation(s)
- Nolan Bornowski
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
| | - John P Hamilton
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Pan Liao
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907-2063, USA
| | - Joshua C Wood
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Natalia Dudareva
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907-2063, USA
| | - C Robin Buell
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA.,Plant Resilience Institute, Michigan State University, East Lansing, MI 48824, USA.,MSU AgBioResearch, Michigan State University, East Lansing, MI 48824, USA
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9
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Landi M, Agati G, Fini A, Guidi L, Sebastiani F, Tattini M. Unveiling the shade nature of cyanic leaves: A view from the "blue absorbing side" of anthocyanins. PLANT, CELL & ENVIRONMENT 2021; 44:1119-1129. [PMID: 32515010 DOI: 10.1111/pce.13818] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 06/01/2020] [Indexed: 05/02/2023]
Abstract
Anthocyanins have long been suggested as having great potential in offering photoprotection to plants facing high light irradiance. Nonetheless, their effective ability in protecting the photosynthetic apparatus from supernumerary photons has been questioned by some authors, based upon the inexact belief that anthocyanins almost exclusively absorb green photons, which are poorly absorbed by chlorophylls. Here we focus on the blue light absorbing features of anthocyanins, a neglected issue in anthocyanin research. Anthocyanins effectively absorb blue photons: the absorbance of blue relative to green photons increases from tri- to mono-hydroxy B-ring substituted structures, reaching up to 50% of green photons absorption. We offer a comprehensive picture of the molecular events activated by low blue-light availability, extending our previous analysis in purple and green basil, which we suggest to be responsible for the "shade syndrome" displayed by cyanic leaves. While purple leaves display overexpression of genes promoting chlorophyll biosynthesis and light harvesting, in green leaves it is the genes involved in the stability/repair of photosystems that are largely overexpressed. As a corollary, this adds further support to the view of an effective photoprotective role of anthocyanins. We discuss the profound morpho-anatomical adjustments imposed by the epidermal anthocyanin shield, which reflect adjustments in light harvesting capacity under imposed shade and make complex the analysis of the photosynthetic performance of cyanic versus acyanic leaves.
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Affiliation(s)
- Marco Landi
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Giovanni Agati
- Institute of Applied Physics 'Nello Carrara', Florence, Italy
| | - Alessio Fini
- Department of Agricultural and Environmental Sciences-Production, Landscape, Agroenergy University of Milan, Milan, Italy
| | - Lucia Guidi
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Federico Sebastiani
- Institute for Sustainable Plant Protection, National Research Council of Italy, Florence, Italy
| | - Massimiliano Tattini
- Institute for Sustainable Plant Protection, National Research Council of Italy, Florence, Italy
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Navet N, Tian M. Efficient targeted mutagenesis in allotetraploid sweet basil by CRISPR/Cas9. PLANT DIRECT 2020; 4:e00233. [PMID: 32537560 PMCID: PMC7287412 DOI: 10.1002/pld3.233] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/14/2020] [Accepted: 05/15/2020] [Indexed: 05/25/2023]
Abstract
Sweet basil (Ocimum basilicum) is an economically important herb and its global production is threatened by basil downy mildew caused by the obligate biotrophic oomycete Peronospora belbahrii. Effective tools are required for functional understanding of its genes involved in synthesis of valuable secondary metabolites in essential oil and disease resistance, and breeding for varieties with improved traits. Clustered regularly interspaced short palindromic repeat (CRISPR)/Cas9 gene editing technology has revolutionized crop breeding and functional genomics. The applicability and efficacy of this genomic tool in the allotetraploid sweet basil were tested by editing a potential susceptibility (S) gene ObDMR1, the basil homolog of Arabidopsis DMR1 (Downy Mildew Resistant 1) whose mutations conferred nearly complete resistance against Arabidopsis downy mildew pathogen, Hyaloperonospora arabidopsidis. Two single guide RNAs targeting two different sites of the ObDMR1 coding sequence were designed. A total of 56 transgenic lines were obtained via Agrobacterium-mediated stable transformation. Mutational analysis of 54 T0 transgenic lines identified 92.6% lines carrying mutations at target 1 site, while a very low mutation frequency was detected at target 2 site. Deep sequencing of six T0 lines revealed various mutations at target 1 site, with a complete knockout of all alleles in one line. ObDMR1 homozygous mutant plants with some being transgene free were identified from T1 segregating populations. T2 homozygous mutant plants with 1-bp frameshift mutations exhibited a dwarf phenotype at young seedling stage. In summary, this study established a highly efficient CRISPR/Cas9-mediated gene editing system for targeted mutagenesis in sweet basil. This system has the capacity to generate complete knockout mutants in this allotetraploid species at the first generation of transgenic plants and transgene-free homozygous mutants in the second generation. The establishment of this system is expected to accelerate basil functional genomics and breeding.
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Affiliation(s)
- Natasha Navet
- Department of Plant and Environmental Protection SciencesUniversity of Hawaii at ManoaHonoluluHIUSA
| | - Miaoying Tian
- Department of Plant and Environmental Protection SciencesUniversity of Hawaii at ManoaHonoluluHIUSA
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11
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Brunetti C, Gori A, Moura BB, Loreto F, Sebastiani F, Giordani E, Ferrini F. Phenotypic plasticity of two M. oleifera ecotypes from different climatic zones under water stress and re-watering. CONSERVATION PHYSIOLOGY 2020; 8:coaa028. [PMID: 32308983 PMCID: PMC7154184 DOI: 10.1093/conphys/coaa028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 11/03/2019] [Accepted: 03/04/2020] [Indexed: 06/11/2023]
Abstract
Moringa oleifera is a fast-growing hygrophilic tree native to a humid sub-tropical region of India, now widely planted in many regions of the Southern Hemisphere characterized by low soil water availability. The widespread cultivation of this plant worldwide may have led to populations with different physiological and biochemical traits. In this work, the impact of water stress on the physiology and biochemistry of two M. oleifera populations, one from Chaco Paraguayo (PY) and one from Indian Andhra Pradesh (IA) region, was studied in a screenhouse experiment where the water stress treatment was followed by re-watering. Through transcriptome sequencing, 2201 potential genic simple sequence repeats were identified and used to confirm the genetic differentiation of the two populations. Both populations of M. oleifera reduced photosynthesis, water potential, relative water content and growth under drought, compared to control well-watered plants. A complete recovery of photosynthesis after re-watering was observed in both populations, but growth parameters recovered better in PY than in IA plants. During water stress, PY plants accumulated more secondary metabolites, especially β-carotene and phenylpropanoids, than IA plants, but IA plants invested more into xanthophylls and showed a higher de-epoxidation state of xanthophylls cycle that contributed to protect the photosynthetic apparatus. M. oleifera demonstrated a high genetic variability and phenotypic plasticity, which are key factors for adaptation to dry environments. A higher plasticity (e.g. in PY plants adapted to wet environments) will be a useful trait to endure recurrent but brief water stress episodes, whereas long-term investment of resources into secondary metabolism (e.g. in IA plants adapted to drier environments) will be a successful strategy to cope with prolonged periods of drought. This makes M. oleifera an important resource for agro-forestry in a climate change scenario.
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Affiliation(s)
- Cecilia Brunetti
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Institute for Sustainable Plant Protection, 50019 Sesto Fiorentino, Florence, Italy
| | - Antonella Gori
- Department of Agriculture, Food, Environmental and Forestry Sciences, Section Woody Plants, University of Florence, 50019 Sesto Fiorentino, Florence, Italy
| | - Barbara Baesso Moura
- Department of Agriculture, Food, Environmental and Forestry Sciences, Section Woody Plants, University of Florence, 50019 Sesto Fiorentino, Florence, Italy
| | - Francesco Loreto
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Piazzale Aldo Moro 7, 00185 Rome, Italy
- Department of Biology, University Federico II, 80126 Naples, Italy
| | - Federico Sebastiani
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Institute for Sustainable Plant Protection, 50019 Sesto Fiorentino, Florence, Italy
| | - Edgardo Giordani
- Department of Agriculture, Food, Environmental and Forestry Sciences, Section Woody Plants, University of Florence, 50019 Sesto Fiorentino, Florence, Italy
| | - Francesco Ferrini
- Department of Agriculture, Food, Environmental and Forestry Sciences, Section Woody Plants, University of Florence, 50019 Sesto Fiorentino, Florence, Italy
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12
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Vangelisti A, Guidi L, Cavallini A, Natali L, Lo Piccolo E, Landi M, Lorenzini G, Malorgio F, Massai R, Nali C, Pellegrini E, Rallo G, Remorini D, Vernieri P, Giordani T. Red versus green leaves: transcriptomic comparison of foliar senescence between two Prunus cerasifera genotypes. Sci Rep 2020; 10:1959. [PMID: 32029804 PMCID: PMC7005320 DOI: 10.1038/s41598-020-58878-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 01/02/2020] [Indexed: 11/08/2022] Open
Abstract
The final stage of leaf ontogenesis is represented by senescence, a highly regulated process driven by a sequential cellular breakdown involving, as the first step, chloroplast dismantling with consequent reduction of photosynthetic efficiency. Different processes, such as pigment accumulation, could protect the vulnerable photosynthetic apparatus of senescent leaves. Although several studies have produced transcriptomic data on foliar senescence, just few works have attempted to explain differences in red and green leaves throughout ontogenesis. In this work, a transcriptomic approach was used on green and red leaves of Prunus cerasifera to unveil molecular differences from leaf maturity to senescence. Our analysis revealed a higher gene regulation in red leaves compared to green ones, during leaf transition. Most of the observed DEGs were shared and involved in transcription factor activities, senescing processes and cell wall remodelling. Significant differences were detected in cellular functions: genes related to photosystem I and II were highly down-regulated in the green genotype, whereas transcripts involved in flavonoid biosynthesis, such as UDP glucose-flavonoid-3-O-glucosyltransferase (UFGT) were exclusively up-regulated in red leaves. In addition, cellular functions involved in stress response (glutathione-S-transferase, Pathogen-Related) and sugar metabolism, such as three threalose-6-phosphate synthases, were activated in senescent red leaves. In conclusion, data suggests that P. cerasifera red genotypes can regulate a set of genes and molecular mechanisms that cope with senescence, promoting more advantages during leaf ontogenesis than compared to the green ones.
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Affiliation(s)
- Alberto Vangelisti
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Lucia Guidi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Andrea Cavallini
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Lucia Natali
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Ermes Lo Piccolo
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Marco Landi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Giacomo Lorenzini
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Fernando Malorgio
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Rossano Massai
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Cristina Nali
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Elisa Pellegrini
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Giovanni Rallo
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Damiano Remorini
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Paolo Vernieri
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
- CIRSEC, Centre for Climate Change Impact, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy
| | - Tommaso Giordani
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124, Pisa, Italy.
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13
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Sello CT, Liu C, Sun Y, Msuthwana P, Hu J, Sui Y, Chen S, Zhou Y, Lu H, Xu C, Sun Y, Liu J, Li S, Yang W. De Novo Assembly and Comparative Transcriptome Profiling of Anser anser and Anser cygnoides Geese Species' Embryonic Skin Feather Follicles. Genes (Basel) 2019; 10:genes10050351. [PMID: 31072014 PMCID: PMC6562822 DOI: 10.3390/genes10050351] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 05/02/2019] [Accepted: 05/06/2019] [Indexed: 12/30/2022] Open
Abstract
Geese feather production and the quality of downy feathers are additional economically important traits in the geese industry. However, little information is available about the molecular mechanisms fundamental to feather formation and the quality of feathers in geese. This study conducted de novo transcriptome sequencing analysis of two related geese species using the Illumina 4000 platform to determine the genes involved in embryonic skin feather follicle development. A total of 165,564,278 for Anser anser and 144,595,262 for Anser cygnoides clean reads were generated, which were further assembled into 77,134 unigenes with an average length of 906 base pairs in Anser anser and 66,041 unigenes with an average length of 922 base pairs in Anser cygnoides. To recognize the potential regulatory roles of differentially expressed genes (DEGs) during geese embryonic skin feather follicle development, the obtained unigenes were annotated to Gene Ontology (GO), Eukaryotic Orthologous Groups (KOG), and Kyoto Encyclopedia of Genes and Genomes (KEGG) for functional analysis. In both species, GO and KOG had shown similar distribution patterns during functional annotation except for KEGG, which showed significant variation in signaling enrichment. Anser asnser was significantly enriched in the calcium signaling pathway, whereas Anser cygnoides was significantly enriched with glycerolipid metabolism. Further analysis indicated that 14,227 gene families were conserved between the species, among which a total of 20,715 specific gene families were identified. Comparative RNA-Seq data analysis may reveal inclusive knowledge to assist in the identification of genetic regulators at a molecular level to improve feather quality production in geese and other poultry species.
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Affiliation(s)
- Cornelius Tlotliso Sello
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Chang Liu
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Yongfeng Sun
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
- Key Laboratory for Animal Production, Product Quality and Safety of Ministry of Education, Changchun 130118, China.
| | - Petunia Msuthwana
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Jingtao Hu
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Yujian Sui
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Shaokang Chen
- Beijing General Station of Animal Husbandry, Beijing 100107, China.
| | - Yuxuan Zhou
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Hongtao Lu
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Chenguang Xu
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Yue Sun
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Jing Liu
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Shengyi Li
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| | - Wei Yang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
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14
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Expanding Phaseolus coccineus Genomic Resources: De Novo Transcriptome Assembly and Analysis of Landraces 'Gigantes' and 'Elephantes' Reveals Rich Functional Variation. Biochem Genet 2019; 57:747-766. [PMID: 30997627 DOI: 10.1007/s10528-019-09920-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 04/01/2019] [Indexed: 10/27/2022]
Abstract
Beans are one of the most important staple crops in the world. Runner bean (Phaseolus coccineus L.) is a small-scale agriculture crop compared to common bean (Phaseolusvulgaris). Beans have been introduced to Europe from the Central America to Europe and since then they have been scattered to different geographical regions. This has resulted in the generation of numerous local cultivars and landraces with distinguished characters and adaptive potential. To identify and characterize the underlying genomic variation of two very closely related runner bean cultivars, we performed RNA-Seq with de novo transcriptome assembly in two landraces of P. coccineus, 'Gigantes' and 'Elephantes' phenotypically distinct, differing in seed size and shape. The cleaned reads generated 37,379 and 37,774 transcripts for 'Gigantes' and 'Elephantes,' respectively. A total of 1896 DEGs were identified between the two cultivars, 1248 upregulated in 'Elephantes' and 648 upregulated in 'Gigantes.' A significant upregulation of defense-related genes was observed in 'Elephantes,' among those, numerous members of the AP2-EREBP, WRKY, NAC, and bHLH transcription factor families. In total, 3956 and 4322 SSRs were identified in 'Gigantes' and 'Elephantes,' respectively. Trinucleotide repeats were the most dominant repeat motif, accounting for 41.9% in 'Gigantes' and 40.1% in 'Elephantes' of the SSRs identified, followed by dinucleotide repeats (29.1% in both cultivars). Additionally, 19,281 putative SNPs were identified, among those 3161 were non-synonymous, thus having potential functional implications. High-confidence non-synonymous SNPs were successfully validated with an HRM assay, which can be directly adopted for P. coccineus molecular breeding. These results significantly expand the number of polymorphic markers within P. coccineus genus, enabling the robust identification of runner bean cultivars, the construction of high-resolution genetic maps, potentiating genome-wide association studies. They finally contribute to the genetic reservoir for the improvement of the closely related and intercrossable Phaseolus vulgaris.
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15
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Vangelisti A, Zambrano LS, Caruso G, Macheda D, Bernardi R, Usai G, Mascagni F, Giordani T, Gucci R, Cavallini A, Natali L. How an ancient, salt-tolerant fruit crop, Ficus carica L., copes with salinity: a transcriptome analysis. Sci Rep 2019; 9:2561. [PMID: 30796285 PMCID: PMC6385202 DOI: 10.1038/s41598-019-39114-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 01/17/2019] [Indexed: 12/20/2022] Open
Abstract
Although Ficus carica L. (fig) is one of the most resistant fruit tree species to salinity, no comprehensive studies are currently available on its molecular responses to salinity. Here we report a transcriptome analysis of F. carica cv. Dottato exposed to 100 mM sodium chloride for 7 weeks, where RNA-seq analysis was performed on leaf samples at 24 and 48 days after the beginning of salinization; a genome-derived fig transcriptome was used as a reference. At day 24, 224 transcripts were significantly up-regulated and 585 were down-regulated, while at day 48, 409 genes were activated and 285 genes were repressed. Relatively small transcriptome changes were observed after 24 days of salt treatment, showing that fig plants initially tolerate salt stress. However, after an early down-regulation of some cell functions, major transcriptome changes were observed after 48 days of salinity. Seven weeks of 100 mM NaCl dramatically changed the repertoire of expressed genes, leading to activation or reactivation of many cell functions. We also identified salt-regulated genes, some of which had not been previously reported to be involved in plant salinity responses. These genes could be potential targets for the selection of favourable genotypes, through breeding or biotechnology, to improve salt tolerance in fig or other crops.
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Affiliation(s)
- Alberto Vangelisti
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Liceth Solorzano Zambrano
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Giovanni Caruso
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Desiré Macheda
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Rodolfo Bernardi
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Gabriele Usai
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Flavia Mascagni
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Tommaso Giordani
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Riccardo Gucci
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Andrea Cavallini
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy
| | - Lucia Natali
- Department of Agriculture, Food, and Environment, University of Pisa, Via del Borghetto 80, I-56124, Pisa, Italy.
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16
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Lee JS, Goh CJ, Park D, Hahn Y. Identification of a novel plant RNA virus species of the genus Amalgavirus in the family Amalgaviridae from chia (Salvia hispanica). Genes Genomics 2019; 41:10.1007/s13258-019-00782-1. [PMID: 30649686 DOI: 10.1007/s13258-019-00782-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 01/03/2019] [Indexed: 01/30/2023]
Abstract
BACKGROUND Chia (Salvia hispanica) is a flowering plant in the family Lamiaceae, which produces seeds that are a rich source of various nutritional compounds. OBJECTIVE To identify a novel RNA virus potentially associated with chia. METHODS Transcriptome data obtained from developing chia seeds were assembled into contigs. Sequence contigs containing an open reading frame (ORF) that showed amino acid identities with a viral RNA-dependent RNA polymerase (RdRp) were identified and analyzed. RESULTS A genomic sequence of a novel plant RNA virus named Salvia hispanica RNA virus 1 (ShRV1) was identified in a chia seed transcriptome dataset. The ShRV1 genome sequence has two ORFs that showed high sequence identities with ORFs of known members of the genus Amalgavirus in the family Amalgaviridae. Amalgaviridae is a family of positive-sense double-stranded non-segmented RNA viruses that infect plants, fungi, and animals. The ShRV1 genome encodes two proteins: a putative replication factory matrix-like protein from ORF1 and an RdRp from the fused ORF of ORF1 and ORF2 by a + 1 programmed ribosomal frameshifting (PRF) mechanism. A conserved + 1 PRF motif sequence UUU_CGU was found at the ORF1/ORF2 boundary. A comparison of 31 amalgavirus ORF1 + 2 fusion proteins revealed that only three positions were repeatedly used as a + 1 PRF site during amalgavirus evolution. CONCLUSION ShRV1 is a novel virus found to be associated with chia and may be useful for studying the molecular features of amalgaviruses.
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Affiliation(s)
- Ji Seok Lee
- Department of Life Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea
| | - Chul Jun Goh
- Department of Life Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea
| | - Dongbin Park
- Department of Life Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea
| | - Yoonsoo Hahn
- Department of Life Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea.
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Deshmukh AB, Datir SS, Bhonde Y, Kelkar N, Samdani P, Tamhane VA. De novo root transcriptome of a medicinally important rare tree Oroxylum indicum for characterization of the flavonoid biosynthesis pathway. PHYTOCHEMISTRY 2018; 156:201-213. [PMID: 30317159 DOI: 10.1016/j.phytochem.2018.09.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 09/25/2018] [Accepted: 09/28/2018] [Indexed: 06/08/2023]
Abstract
Oroxylum indicum (L.) Kurz is a medicinally important and rare tree species of the family Bignoniaceae. It is rich in flavonoid content and its mature roots are extensively used in Ayurvedic formulations. O. indicum specific flavonoids like oroxylin B, prunetin and oroxindin possess antibacterial, antiproliferative, antioxidant and anticancerous properties, signifying its importance in modern medicine. In the present study, de novo transcriptome analysis of O. indicum root was performed to elucidate the genes involved in flavonoid metabolism. A total of 24,625,398 high quality reads were assembled into 121,286 transcripts with N50 value 1783. The BLASTx search of 81,002 clustered transcripts against Viridiplantae Uniprot database led to annotation of 46,517 transcripts. Furthermore, Gene ontology (GO) revealed that 34,231 transcripts mapped to 3049 GO terms and KEGG analysis demonstrated that 4570 transcripts plausibly involved in 132 biosynthetic pathways. The transcriptome data indicated that cinnamyl-alcohol dehydrogenase (OinCAD) was abundant in phenylpropanoid pathway genes while; naringenin chalcone synthase (OinCHS), flavone synthase (OinFNS) and flavonoid 3', 5'-methyltransferase (OinF35 MT) were abundant in flavonoid, isoflavonoid, flavone and flavonol biosynthesis pathways, respectively. Transcription factor analysis demonstrated the abundance of MYB, bHLH and WD40 transcription factor families, which regulate the flavonoid biosynthesis. Flavonoid pathway genes displayed differential expression in young and old roots of O. indicum. The transcriptome led to the identification of 31 diverse full length Cytochrome P450 (CYP450) genes which may be involved in biosynthesis of specialized metabolites and flavonoids like baicalein and baicalin. Thus, the information obtained in this study will be a valuable tool for identifying genes and developing system biology approaches for in vitro synthesis of specialized O. indicum metabolites.
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Affiliation(s)
- Aaditi B Deshmukh
- Institute of Bioinformatics and Biotechnology (IBB), Savitribai Phule Pune University, Ganeshkhind Road, Pune, 411007, Maharashtra, India
| | - Sagar S Datir
- Department of Biotechnology, Savitribai Phule Pune University, Pune, 411007, India
| | - Yogesh Bhonde
- Institute of Bioinformatics and Biotechnology (IBB), Savitribai Phule Pune University, Ganeshkhind Road, Pune, 411007, Maharashtra, India
| | - Natasha Kelkar
- Institute of Bioinformatics and Biotechnology (IBB), Savitribai Phule Pune University, Ganeshkhind Road, Pune, 411007, Maharashtra, India
| | - Pawan Samdani
- Eumentis Cloud, Office, 310, Amenity Building, Rose Icon, Pimple Saudagar, Pune, 411027, India
| | - Vaijayanti A Tamhane
- Institute of Bioinformatics and Biotechnology (IBB), Savitribai Phule Pune University, Ganeshkhind Road, Pune, 411007, Maharashtra, India.
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18
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Yao B, Zhang M, Liu M, Liu Y, Hu Y, Zhao Y. Transcriptomic characterization elucidates a signaling network that controls antler growth. Genome 2018; 61:829-841. [DOI: 10.1139/gen-2017-0241] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Deer antlers are amazing appendages with the fastest growth rate among mammalian organs. Antler growth is driven by the growth center through a modified endochondral ossification process. Thus, identification of signaling pathways functioning in antler growth center would help us to uncover the underlying molecular mechanism of rapid antler growth. Furthermore, exploring and dissecting the molecular mechanism that regulates antler growth is extremely important and helpful for identifying methods to enhance long bone growth and treat cartilage- and bone-related diseases. In this study, we build a comprehensive intercellular signaling network in antler growth centers from both the slow growth stage and rapid growth stage using a state-of-art RNA-Seq approach. This network includes differentially expressed genes that regulate the activation of multiple signaling pathways, including the regulation of actin cytoskeleton, calcium signaling, and adherens junction. These signaling pathways coordinately control multiple biological processes, including chondrocyte proliferation and differentiation, matrix homeostasis, mechanobiology, and aging processes, during antler growth in a comprehensive and efficient manner. Therefore, our study provides novel insights into the molecular mechanisms regulating antler growth and provides valuable and powerful insight for medical research on therapeutic strategies targeting skeletal disorders and related cartilage and bone diseases.
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Affiliation(s)
- Baojin Yao
- Chinese Medicine and Bioengineering Research and Development Center, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Mei Zhang
- Innovation Practice Center, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Meixin Liu
- Chinese Medicine and Bioengineering Research and Development Center, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Yuxin Liu
- Chinese Medicine and Bioengineering Research and Development Center, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Yaozhong Hu
- Chinese Medicine and Bioengineering Research and Development Center, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Yu Zhao
- Chinese Medicine and Bioengineering Research and Development Center, Changchun University of Chinese Medicine, Changchun 130117, China
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19
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Rastogi S, Shasany AK. Ocimum Genome Sequencing—A Futuristic Therapeutic Mine. THE OCIMUM GENOME 2018. [PMCID: PMC7124093 DOI: 10.1007/978-3-319-97430-9_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Next-generation sequencing (NGS) platforms from the past decade are in the continuous efforts of changing the impact of sequencing on our current knowledge about plant genes, genomes, and their regulation. Holy basil (Ocimum tenuiflorum L. or sanctum L.) genome sequencing has also paved the path for deeper exploration of the medicinal properties of this beneficial herb making it a true ‘elixir of life.’ The draft genome sequence of the holy basil has not only opened the avenues for the drug discovery but has also widened the prospects of the molecular breeding for development of new improved plant varieties.
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Nichelmann L, Bilger W. Quantification of light screening by anthocyanins in leaves of Berberis thunbergii. PLANTA 2017; 246:1069-1082. [PMID: 28801823 DOI: 10.1007/s00425-017-2752-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 07/22/2017] [Indexed: 05/27/2023]
Abstract
Up to 40% of incident light was screened in red Berberis leaves in vivo by anthocyanins, resulting also in up to 40% reduction of light-limited photosynthesis. The biological function of anthocyanins in leaves has been strongly discussed, but the hypothesis of a screening function is favored by most authors. For an evaluation of the function as photoprotective pigments, a quantification of their screening of the mesophyll is important. Here, chlorophyll fluorescence excitation of leaves of a red and a green variety of Berberis thunbergii was used to estimate the extent of screening by anthocyanins at 545 nm and over the whole photosynthetically active wavelength range. Growth at high light (430 µmol m-2 s-1) resulted in 90% screening at 545 nm corresponding to 40-50% screening over the whole wavelength range, depending on the light source. The concomitant reduction of photosynthetic quantum yield was of the same size as the calculated reduction of light reaching the chloroplasts. The induction of anthocyanins in the red variety also enhanced the epoxidation state of the violaxanthin cycle under growth conditions, indicating that red leaves were suffering less from excessive irradiance. Pool sizes of violaxanthin cycle carotenoids indicated a shade acclimation of the light harvesting complexes in red leaves. The observed reduction of internal light in anthocyanic leaves has by necessity a photoprotective effect.
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Affiliation(s)
- Lars Nichelmann
- Botanical Institute, Christian-Albrechts University Kiel, Olshausenstraße 40, 24098, Kiel, Germany
| | - Wolfgang Bilger
- Botanical Institute, Christian-Albrechts University Kiel, Olshausenstraße 40, 24098, Kiel, Germany.
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Tattini M, Sebastiani F, Brunetti C, Fini A, Torre S, Gori A, Centritto M, Ferrini F, Landi M, Guidi L. Dissecting molecular and physiological response mechanisms to high solar radiation in cyanic and acyanic leaves: a case study on red and green basil. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:2425-2437. [PMID: 28419325 DOI: 10.1093/jxb/erx123] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Photosynthetic performance and the expression of genes involved in light signaling and the biosynthesis of isoprenoids and phenylpropanoids were analysed in green ('Tigullio', TIG) and red ('Red Rubin', RR) basil. The aim was to detect the physiological and molecular response mechanisms to high sunlight. The attenuation of blue-green light by epidermal anthocyanins was shown to evoke shade-avoidance responses with consequential effects on leaf morpho-anatomical traits and gas exchange performance. Red basil had a lower mesophyll conductance, partially compensated by the less effective control of stomatal movements, in comparison with TIG. Photosynthesis decreased more in TIG than in RR in high sunlight, because of larger stomatal limitations and the transient impairment of PSII photochemistry. The methylerythritol 4-phosphate pathway promoted above all the synthesis and de-epoxidation of violaxanthin-cycle pigments in TIG and of neoxanthin and lutein in RR. This enabled the green leaves to process the excess radiant energy effectively, and the red leaves to optimize light harvesting and photoprotection. The greater stomatal closure observed in TIG than in RR was due to enhanced abscisic acid (ABA) glucose ester deglucosylation and reduced ABA oxidation, rather than to superior de novo ABA synthesis. This study shows a strong competition between anthocyanin and flavonol biosynthesis, which occurs at the level of genes regulating the oxidation of the C2-C3 bond in the dihydro-flavonoid skeleton.
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Affiliation(s)
- Massimiliano Tattini
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Institute for Sustainable Plant Protection, Via Madonna del Piano 10, I-50019 Sesto Fiorentino, Florence, Italy
| | - Federico Sebastiani
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Institute for Sustainable Plant Protection, Via Madonna del Piano 10, I-50019 Sesto Fiorentino, Florence, Italy
| | - Cecilia Brunetti
- Department of Agri-Food Production and Environmental Sciences, University of Florence, Viale delle Idee 30, I-50019, Sesto Fiorentino, Florence, Italy
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Trees and Timber Institute, Via Madonna del Piano 10, I-50019 Sesto Fiorentino, Florence, Italy
| | - Alessio Fini
- Department of Agri-Food Production and Environmental Sciences, University of Florence, Viale delle Idee 30, I-50019, Sesto Fiorentino, Florence, Italy
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, University of Milan, via Celoria 2, I-20122 Milan, Italy
| | - Sara Torre
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Institute for Sustainable Plant Protection, Via Madonna del Piano 10, I-50019 Sesto Fiorentino, Florence, Italy
| | - Antonella Gori
- Department of Agri-Food Production and Environmental Sciences, University of Florence, Viale delle Idee 30, I-50019, Sesto Fiorentino, Florence, Italy
| | - Mauro Centritto
- National Research Council of Italy, Department of Biology, Agriculture and Food Sciences, Trees and Timber Institute, Via Madonna del Piano 10, I-50019 Sesto Fiorentino, Florence, Italy
| | - Francesco Ferrini
- Department of Agri-Food Production and Environmental Sciences, University of Florence, Viale delle Idee 30, I-50019, Sesto Fiorentino, Florence, Italy
| | - Marco Landi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, I-56124 Pisa, Italy
| | - Lucia Guidi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, I-56124 Pisa, Italy
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