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Shah M, Alharby HF, Hakeem KR, Ali N, Rahman IU, Munawar M, Anwar Y. De novo transcriptome analysis of Lantana camara L. revealed candidate genes involved in phenylpropanoid biosynthesis pathway. Sci Rep 2020; 10:13726. [PMID: 32792567 PMCID: PMC7426850 DOI: 10.1038/s41598-020-70635-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 07/28/2020] [Indexed: 11/25/2022] Open
Abstract
Lantana camara L. is an economically important essential oil producing plant belonging to family Verbenaceae. It is used in medication for treating various diseases like cancer, ulcers, tumor, asthma and fever. The plant is a useful source of essential bioactive compounds such as steroids, flavonoids and phenylpropanoid glycosides etc. Nonetheless, very little is known about the genomic or transcriptomic resources of L. camara, and this might be the reason of hindering molecular studies leading to identification of improved lines. Here we used Illumina sequencing platform and performed the L. camara leaf (LCL) and root (LCR) de novo transcriptome analyses. A total of 70,155,594 and 84,263,224 clean reads were obtained and de novo assembly generated 72,877 and 513,985 unigenes from leaf (LCL) and root (LCR) respectively. Furthermore, the pathway analysis revealed the presence of 229 and 943 genes involved in the phenylpropanoid biosynthesis in leaf and root tissues respectively. Similarity search was performed against publically available genome databases and best matches were found with Sesamum indicum (67.5%) that were much higher than that of Arabidopsis thaliana (3.9%). To the best of our knowledge, this is the first comprehensive transcriptomic analysis of leaf and root tissues of this non-model plant from family Verbenaceae and may serve as a baseline for further molecular studies.
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Affiliation(s)
- Muzammil Shah
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia.
| | - Hesham F Alharby
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Khalid Rehman Hakeem
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Niaz Ali
- Department of Botany, Hazara University, Mansehra, KP, 21300, Pakistan.
| | - Inayat Ur Rahman
- Department of Botany, Hazara University, Mansehra, KP, 21300, Pakistan.
- William L. Brown Center, Missouri Botanical Garden, P.O. Box 299, St. Louis, MO, 63166-0299, USA.
| | - Mohd Munawar
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Yasir Anwar
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
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Alsamadany H. De novo leaf transcriptome assembly of Bougainvillea spectabilis for the identification of genes involves in the secondary metabolite pathways. Gene 2020; 746:144660. [PMID: 32275998 DOI: 10.1016/j.gene.2020.144660] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 03/20/2020] [Accepted: 04/06/2020] [Indexed: 12/25/2022]
Abstract
Bougainvillea spectabilis is known as a vital medicinal, ornamental as well as an essential oil producing plant. It is also a rich source of important secondary metabolites with several therapeutic properties. Various studies on its pharmacological and toxicological aspects have been published but there is no genomic or transcriptomic resource available in the public databases. To address this important issue, the de-novo transcriptome assembly of B. spectabilis leaf tissue has been done for the identification of genes involved in various important secondary metabolites, Single nucleotide polymorphism (SNPs) and Simple sequence repeats (SSRs). The transcriptome sequencing of B. spectabilis leaf tissue generated 79,811,024 raw reads with GC value 42.77%. The transcriptomic assembly was performed by Trinity software which generated 100,374 transcripts and 99,793 unigenes with minimum and maximum length of 201 bp and 13,237 bp and N50 value of 1470 and 1472 respectively. Annotation of these unigenes was performed using seven databases including NR, PFAM, GO and KEGG. Approximately, 44,302 unigenes were annotated in GO database. The KEGG pathway analysis revealed 23,102 unigenes in which 19,054 genes were assigned to five groups in KEGG and 130 biochemical pathways. The highest group among the five groups was Metabolism with 9230 unigenes. Moreover, about 63,226 SNPs and 30,333 SSRs in the leaf transcriptome of B. spectabilis were identified. To the best of my understanding it will be the first comprehensive transcriptome analysis of B. spectabilis from family Nyctaginaceae which will help as a reference line for further genomic and transcriptomic studies.
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Affiliation(s)
- Hameed Alsamadany
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia.
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Ma Y, Reddy VR, Devi MJ, Song L, Cao B. De novo characterization of the Goji berry (Lycium barbarium L.) fruit transcriptome and analysis of candidate genes involved in sugar metabolism under different CO2 concentrations. TREE PHYSIOLOGY 2019; 39:1032-1045. [PMID: 30824924 DOI: 10.1093/treephys/tpz014] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 12/05/2018] [Indexed: 05/09/2023]
Abstract
Goji berry (Lycium barbarum L.) is one of the important economic crops due to its exceptional nutritional value and medicinal benefits. Although reduced sugar levels in goji berry exposed to long-term elevated carbon dioxide (CO2) have been documented, the underlying molecular mechanisms remain unknown. The objective of this study was to explore the transcriptome of goji berry fruit under ambient and elevated CO2 concentrations and further to screen the differentially expressed genes (DEGs) for functions related to sugar metabolism. Fruit samples from goji berry exposed to ambient (400 μmol mol-1) and elevated (700 μmol mol-1) levels of CO2 for 120 days were analyzed for total sugar, carotenoid and flavone analysis. In this study, a reduction in total sugar and carotenoid levels in the fruits grown under elevated CO2 levels were observed. Fruit samples were also used to construct cDNA libraries using a HiSeqTM2500 platform. Consequently, 81,100 unigenes were assembled, of which 35,111 (43.3%) were annotated using various databases. Through DEGs analysis, it was found that 55 genes were upregulated and 18 were down-regulated in response to elevated CO2 treatment. Genes involved in the sugar metabolism and the related pathways were identified by Gene Ontology and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analysis. Furthermore, three genes, LBGAE (Lycium barbarum UDP-glucuronate 4-epimerase), LBGALA (Lycium barbarum alpha-galactosidase) and LBMS (Lycium barbarum malate synthase), associated with sugar metabolism were identified and discussed with respect to the reduction in the total sugar levels along with the enzymes acid invertase (AI), sucrose synthase (SS) and sucrose phosphate synthase (SPS) of the sucrose metabolism. This study can provide gene sources for elucidating the molecular mechanisms of sugar metabolism in the fruit of goji berry under elevated CO2.
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Affiliation(s)
- Yaping Ma
- School of Agriculture, Ningxia University, Yinchuan 750021, China
- USDA-ARS-NEA, Adaptive Cropping Systems Laboratory, 10300 BARC, Beltsville, MD 20705, USA
| | - Vangimalla R Reddy
- USDA-ARS-NEA, Adaptive Cropping Systems Laboratory, 10300 BARC, Beltsville, MD 20705, USA
| | - Mura Jyostna Devi
- USDA-ARS-NEA, Adaptive Cropping Systems Laboratory, 10300 BARC, Beltsville, MD 20705, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN 37830, USA
| | - Lihua Song
- School of Agriculture, Ningxia University, Yinchuan 750021, China
- USDA-ARS-NEA, Adaptive Cropping Systems Laboratory, 10300 BARC, Beltsville, MD 20705, USA
| | - Bing Cao
- School of Agriculture, Ningxia University, Yinchuan 750021, China
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Liu Y, Zhang J, Yang X, Wang J, Li Y, Zhang P, Mao J, Huang Q, Tang H. Diversity in flower colorations of Ranunculus asiaticus L. revealed by anthocyanin biosynthesis pathway in view of gene composition, gene expression patterns, and color phenotype. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2019; 26:13785-13794. [PMID: 30145754 DOI: 10.1007/s11356-018-2779-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 07/16/2018] [Indexed: 05/14/2023]
Abstract
Anthocyanin biosynthesis is one of the best studied secondary metabolisms. However, related pathways were generally concluded based on anthocyanin components; most studies focused on the backbone forming of anthocyanidins (cyanidin, delphinidin, and pelargonidin) of model or commercial plants, while anthocyanin modification was less discussed, and non-model plants with abundant colorations were less researched either. Ranunculus asiaticus L. has great diversity in flower colorations, not only indicating its value in researching anthocyanin biosynthesis but also implying it is unique in this regard. Based on transcriptome sequencing and gene annotation of three varieties (10 samples) of Ranunculus asiaticus L., 176 unigenes from 151,136 unigenes were identified as involved in anthocyanin biosynthesis, among which, 74 unigenes were related to anthocyanin modification; 61 unigenes were responsible for glycosylation at C3 and C5 with 3-monosaccharides of glucose, 3-biosides of rutinose, sophorose, or sambubiose to form 3Gly-, 3Gly5Gly-, 3Gly3'Gly-, 3Gly2''Gly-, 3Gly2''Xly-, 3Gly2''Rly-glycosylated anthocyanins, etc.; 2 unigenes transferred -CH3; 11 unigenes of BAHD family catalyzd the aromatic or malonyl acylation at 6'' / 6''''position of 3/5-O-glucoside. Based on gene composition, a putative pathway was established. The pathway was validated by flower colorations, and gene expression patterns where F3H, F3'H, 3GT, 5GT, and FMT2 were highly expressed in varieties colored as lateritious and carmine, while variety with purple flowers had high expression of F3'5'H and 3MAT. In view of anthocyanin biosynthesis pathway of Ranunculus asiaticus L., great diversity in its flower colorations was illustrated via the complete branches (F3H, F3'H and F3'5'H) as well as complete modifications (glycosylation, methylation, and acylation), and besides, via the higher percentage of C3 glycosylation than C5 glycosylation.
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Affiliation(s)
- Yanfang Liu
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Jianhua Zhang
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Xiaohong Yang
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Jiangmin Wang
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Yangang Li
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Peng Zhang
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Jin Mao
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China
| | - Qingmei Huang
- DUS Test (Kunming) Station of Ministry of Agriculture, Quality Standard and Testing Technology Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650205, People's Republic of China.
| | - Hao Tang
- Development Center of Science and Technology, Ministry of Agriculture, Beijing, 100122, People's Republic of China.
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Yun N, Park J, Oh SH. The complete chloroplast genome of the traditional medicinal plant Stellera chamaejasme L. (Thymelaeaceae). Mitochondrial DNA B Resour 2019. [DOI: 10.1080/23802359.2019.1612296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Affiliation(s)
- Narae Yun
- Department of Biology, Daejeon University, Daejeon, The Republic of Korea
| | - Jongsun Park
- InfoBoss Co., Ltd, Seoul, The Republic of Korea
- InfoBoss Research Center, Seoul, The Republic of Korea
| | - Sang-Hun Oh
- Department of Biology, Daejeon University, Daejeon, The Republic of Korea
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Wang C, Zhu J, Liu M, Yang Q, Wu J, Li Z. De novo sequencing and transcriptome assembly of Arisaema heterophyllum Blume and identification of genes involved in isoflavonoid biosynthesis. Sci Rep 2018; 8:17643. [PMID: 30518768 PMCID: PMC6281570 DOI: 10.1038/s41598-018-35664-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 11/09/2018] [Indexed: 01/24/2023] Open
Abstract
Arisaema heterophyllum Blume (AhBl) is one of the valued medicinal plants. However, its genetic information is limited, which impedes further studies of this valuable resource. To investigate the genes involved in the isoflavonoid biosynthesis, we deeply performed transcriptome sequencing for AhBl. An average of 10.98 Gb clean reads were obtained based on root, tuber and leaf tissues, and 109,937 unigenes were yielded after de novo assembly. In total, 72,287 of those unigenes were annotated in at least one public database. The numbers of expressed unigenes in each tissue were 35,686, 43,363 and 47,783, respectively. The overall expression levels of transcripts in leaf were higher than those in root and tuber. Differentially expressed genes analysis indicated that a total of 12,448 shared unigenes were detected in all three tissues, 10,215 of which were higher expressed in tuber than that in root and leaf. Besides, 87 candidate unigenes that encode for enzymes involved in biosynthesis of isoflavonoid were identified and analyzed, and some key enzyme genes were experimentally validated by quantitative Real-Time PCR (qRT-PCR). This study provides a unique dataset for the systematic analysis of AhBl functional genes and expression characteristics, and facilitates the future study of the pharmacological mechanism of AhBl.
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Affiliation(s)
- Chenkai Wang
- Anhui University of Chinese Medicine and Anhui Academy of Chinese Medicine, Hefei, 230038, China
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Hefei, 230038, China
| | - Jinhang Zhu
- Anhui Medical University, Hefei, 230032, China
| | - Miaomiao Liu
- Anhui University of Chinese Medicine and Anhui Academy of Chinese Medicine, Hefei, 230038, China
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Hefei, 230038, China
| | - Qingshan Yang
- Anhui University of Chinese Medicine and Anhui Academy of Chinese Medicine, Hefei, 230038, China
- Synergetic Innovation Center of Anhui Authentic Chinese Medicine Quality Improvement, Hefei, 230012, China
| | - Jiawen Wu
- Anhui University of Chinese Medicine and Anhui Academy of Chinese Medicine, Hefei, 230038, China.
- Key Laboratory of Xin'an Medicine, Ministry of Education, Anhui University of Chinese Medicine, Hefei, 230038, China.
- Synergetic Innovation Center of Anhui Authentic Chinese Medicine Quality Improvement, Hefei, 230012, China.
| | - Zegeng Li
- Anhui University of Chinese Medicine and Anhui Academy of Chinese Medicine, Hefei, 230038, China.
- The First Affiliated Hospital of Anhui University of traditional Chinese Medicine, Anhui, 230038, China.
- Key Laboratory of Respiratory Diseases, State Administration of Traditional Chinese Medicine of the People's Republic of China, Anhui, 230038, China.
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Rai MK, Shekhawat JK, Kataria V, Shekhawat N. De novo assembly of leaf transcriptome, functional annotation and genomic resources development in Prosopis cineraria , a multipurpose tree of Indian Thar Desert. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/j.plgene.2017.09.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Ling LZ, Zhang SD, Zhao F, Yang JL, Song WH, Guan SM, Li XS, Huang ZJ, Cheng L. Transcriptome-Wide Identification and Prediction of miRNAs and Their Targets in Paris polyphylla var. yunnanensis by High-Throughput Sequencing Analysis. Int J Mol Sci 2017; 18:ijms18010219. [PMID: 28117746 PMCID: PMC5297848 DOI: 10.3390/ijms18010219] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 01/17/2017] [Accepted: 01/17/2017] [Indexed: 01/08/2023] Open
Abstract
Long dormancy period of seeds limits the large-scale artificial cultivation of the scarce Paris polyphylla var. yunnanensis, an important traditional Chinese medicine. Characterizing miRNAs and their targets is crucial to understanding the role of miRNAs during seed dormancy in this species. Considering the limited genome information of this species, we first sequenced and assembled the transcriptome data of dormant seeds and their seed coats as the reference genome. A total of 146,671 unigenes with an average length of 923 bp were identified and showed functional diversity based on different annotation methods. Two small RNA libraries from respective seeds and seed coats were sequenced and the combining data indicates that 263 conserved miRNAs belonging to at least 83 families and 768 novel miRNAs in 1174 transcripts were found. The annotations of the predicted putative targets of miRNAs suggest that these miRNAs were mainly involved in the cell, metabolism and genetic information processing by direct and indirect regulation patterns in dormant seeds of P. polyphylla var. yunnanensis. Therefore, we provide the first known miRNA profiles and their targets, which will assist with further study of the molecular mechanism of seed dormancy in P. polyphylla var. yunnanensis.
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Affiliation(s)
- Li-Zhen Ling
- BGI-Yunnan, Kunming 650106, China.
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China.
| | - Shu-Dong Zhang
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China.
| | - Fan Zhao
- BGI-Yunnan, Kunming 650106, China.
| | | | | | | | | | | | - Le Cheng
- BGI-Yunnan, Kunming 650106, China.
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China.
- College of Clinical Medicine, College of Basic Medical Sciences, Dali University, Dali 671000, China.
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Zhuang Y, Tripp EA. Genome-scale transcriptional study of hybrid effects and regulatory divergence in an F 1 hybrid Ruellia (Wild Petunias: Acanthaceae) and its parents. BMC PLANT BIOLOGY 2017; 17:15. [PMID: 28095782 PMCID: PMC5240417 DOI: 10.1186/s12870-016-0962-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 12/22/2016] [Indexed: 05/30/2023]
Abstract
BACKGROUND New combinations of divergent genomes can give rise to novel genetic functions in resulting hybrid progeny. Such functions may yield opportunities for ecological divergence, contributing ultimately to reproductive isolation and evolutionary longevity of nascent hybrid lineages. In plants, the degree to which transgressive genotypes contribute to floral novelty remains a question of key interest. Here, we generated an F1 hybrid plant between the red-flowered Ruellia elegans and yellow flowered R. speciosa. RNA-seq technology was used to explore differential gene expression between the hybrid and its two parents, with emphasis on genetic elements involved in the production of floral anthocyanin pigments. RESULTS The hybrid was purple flowered and produced novel floral delphinidin pigments not manufactured by either parent. We found that nearly a fifth of all 86,475 unigenes expressed were unique to the hybrid. The majority of hybrid unigenes (80.97%) showed a pattern of complete dominance to one parent or the other although this ratio was uneven, suggesting asymmetrical influence of parental genomes on the progeny transcriptome. However, 8.87% of all transcripts within the hybrid were expressed at significantly higher or lower mean levels than observed for either parent. A total of 28 unigenes coding putatively for eight core enzymes in the anthocyanin pathway were recovered, along with three candidate MYBs involved in anthocyanin regulation. CONCLUSION Our results suggest that models of gene evolution that explain phenotypic novelty and hybrid establishment in plants may need to include transgressive effects. Additionally, our results lend insight into the potential for floral novelty that derives from unions of divergent genomes. These findings serve as a starting point to further investigate molecular mechanisms involved in flower color transitions in Ruellia.
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Affiliation(s)
- Yongbin Zhuang
- Department of Ecology and Evolutionary Biology, University of Colorado, UCB 334, Boulder, CO 80309 USA
- Museum of Natural History, University of Colorado, UCB 350, Boulder, CO 80309 USA
| | - Erin A. Tripp
- Department of Ecology and Evolutionary Biology, University of Colorado, UCB 334, Boulder, CO 80309 USA
- Museum of Natural History, University of Colorado, UCB 350, Boulder, CO 80309 USA
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