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Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis

BACKGROUND: Jerusalem artichoke (Helianthus tuberosus L.) is a characteristic crop in the Qinghai-Tibet Plateau which has rapidly developed and gained socioeconomic importance in recent years. Fructans are abundant in tubers and represent the foundation for their formation, processing and utilizatio...

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Autores principales: Yang, Shipeng, Sun, Xuemei, Jiang, Xiaoting, Wang, Lihui, Tian, Jie, Li, Li, Zhao, Mengliang, Zhong, Qiwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364414/
https://www.ncbi.nlm.nih.gov/pubmed/30774580
http://dx.doi.org/10.1186/s41065-019-0086-8
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author Yang, Shipeng
Sun, Xuemei
Jiang, Xiaoting
Wang, Lihui
Tian, Jie
Li, Li
Zhao, Mengliang
Zhong, Qiwen
author_facet Yang, Shipeng
Sun, Xuemei
Jiang, Xiaoting
Wang, Lihui
Tian, Jie
Li, Li
Zhao, Mengliang
Zhong, Qiwen
author_sort Yang, Shipeng
collection PubMed
description BACKGROUND: Jerusalem artichoke (Helianthus tuberosus L.) is a characteristic crop in the Qinghai-Tibet Plateau which has rapidly developed and gained socioeconomic importance in recent years. Fructans are abundant in tubers and represent the foundation for their formation, processing and utilization of yield; and are also widely used in new sugar-based materials, bioenergy processing, ecological management, and functional feed. To identify key genes in the metabolic pathway of fructans in Jerusalem artichoke, high-throughput sequencing was performed using Illumina Hi Seq™ 2500 equipment to construct a transcriptome library. RESULTS: Qinghai-Tibet Plateau Jerusalem artichoke “Qingyu No.1” was used as the material; roots, stems, leaves, flowers and tubers of Jerusalem artichoke in its flowering stage were mixed into a mosaic of the Jerusalem artichoke transcriptome library, obtaining 63,089 unigenes with an average length of 713.6 bp. Gene annotation through the Nr, Swiss Prot, GO, KOG and KEGG databases revealed 34.95 and 46.91% of these unigenes had similar sequences in the Nr and Swiss Prot databases. The GO classification showed the Jerusalem artichoke unigenes were divided into three ontologies, with a total of 49 functional groups encompassing biological processes, cellular components, and molecular functions. Among them, there were more unigenes involved in the functional groups for cellular processes, metabolic processes, and single-organism processes. 38,999 unigenes were annotated by KOG and divided into 25 categories according to their functions; the most common annotation being general function prediction. A total of 13,878 unigenes (22%) were annotated in the KEGG database, with the largest proportion corresponding to pathways related to carbohydrate metabolism. A total of 12 unigenes were involved in the synthesis and degradation of fructan. Cluster analysis revealed the candidate 12 unigene proteins were dispersed in the 5 major families of proteins involved in fructan synthesis and degradation. The synergistic effect of INV gene is necessary during fructose synthesis and degradation in Jerusalem artichoke tuber development. The sequencing data from the transcriptome of this species can provide a reliable data basis for the identification and assessment of the expression of the members of the INV gene family.A simple sequence repeat (SSR) loci search was performed on the transcriptome data of Jerusalem artichoke, identifying 6635 eligible SSR loci with a large proportion of dinucleotide and trinucleotide repeats, and the most different motifs were repeated 5 times and 6 times. Dinucleotide and trinucleotide repeat motifs were the most frequent, with AG/CT and ACC/GGT repeat motifs accounting for the highest proportion. CONCLUSIONS: In this study, a database search of the transcriptome of the Jerusalem artichoke from the Qinghai Tibet Plateau was conducted by high throughput sequencing technology to obtain important transcriptional and SSR loci information. This allowed characterization of the overall expression features of the Jerusalem artichoke transcriptome, identifying the key genes involved in metabolism in this species. In turn, this offers a foundation for further research on the regulatory mechanisms of fructan metabolism in Jerusalem artichoke.
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spelling pubmed-63644142019-02-15 Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis Yang, Shipeng Sun, Xuemei Jiang, Xiaoting Wang, Lihui Tian, Jie Li, Li Zhao, Mengliang Zhong, Qiwen Hereditas Research BACKGROUND: Jerusalem artichoke (Helianthus tuberosus L.) is a characteristic crop in the Qinghai-Tibet Plateau which has rapidly developed and gained socioeconomic importance in recent years. Fructans are abundant in tubers and represent the foundation for their formation, processing and utilization of yield; and are also widely used in new sugar-based materials, bioenergy processing, ecological management, and functional feed. To identify key genes in the metabolic pathway of fructans in Jerusalem artichoke, high-throughput sequencing was performed using Illumina Hi Seq™ 2500 equipment to construct a transcriptome library. RESULTS: Qinghai-Tibet Plateau Jerusalem artichoke “Qingyu No.1” was used as the material; roots, stems, leaves, flowers and tubers of Jerusalem artichoke in its flowering stage were mixed into a mosaic of the Jerusalem artichoke transcriptome library, obtaining 63,089 unigenes with an average length of 713.6 bp. Gene annotation through the Nr, Swiss Prot, GO, KOG and KEGG databases revealed 34.95 and 46.91% of these unigenes had similar sequences in the Nr and Swiss Prot databases. The GO classification showed the Jerusalem artichoke unigenes were divided into three ontologies, with a total of 49 functional groups encompassing biological processes, cellular components, and molecular functions. Among them, there were more unigenes involved in the functional groups for cellular processes, metabolic processes, and single-organism processes. 38,999 unigenes were annotated by KOG and divided into 25 categories according to their functions; the most common annotation being general function prediction. A total of 13,878 unigenes (22%) were annotated in the KEGG database, with the largest proportion corresponding to pathways related to carbohydrate metabolism. A total of 12 unigenes were involved in the synthesis and degradation of fructan. Cluster analysis revealed the candidate 12 unigene proteins were dispersed in the 5 major families of proteins involved in fructan synthesis and degradation. The synergistic effect of INV gene is necessary during fructose synthesis and degradation in Jerusalem artichoke tuber development. The sequencing data from the transcriptome of this species can provide a reliable data basis for the identification and assessment of the expression of the members of the INV gene family.A simple sequence repeat (SSR) loci search was performed on the transcriptome data of Jerusalem artichoke, identifying 6635 eligible SSR loci with a large proportion of dinucleotide and trinucleotide repeats, and the most different motifs were repeated 5 times and 6 times. Dinucleotide and trinucleotide repeat motifs were the most frequent, with AG/CT and ACC/GGT repeat motifs accounting for the highest proportion. CONCLUSIONS: In this study, a database search of the transcriptome of the Jerusalem artichoke from the Qinghai Tibet Plateau was conducted by high throughput sequencing technology to obtain important transcriptional and SSR loci information. This allowed characterization of the overall expression features of the Jerusalem artichoke transcriptome, identifying the key genes involved in metabolism in this species. In turn, this offers a foundation for further research on the regulatory mechanisms of fructan metabolism in Jerusalem artichoke. BioMed Central 2019-02-06 /pmc/articles/PMC6364414/ /pubmed/30774580 http://dx.doi.org/10.1186/s41065-019-0086-8 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Yang, Shipeng
Sun, Xuemei
Jiang, Xiaoting
Wang, Lihui
Tian, Jie
Li, Li
Zhao, Mengliang
Zhong, Qiwen
Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title_full Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title_fullStr Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title_full_unstemmed Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title_short Characterization of the Tibet plateau Jerusalem artichoke (Helianthus tuberosus L.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and SSR analysis
title_sort characterization of the tibet plateau jerusalem artichoke (helianthus tuberosus l.) transcriptome by de novo assembly to discover genes associated with fructan synthesis and ssr analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364414/
https://www.ncbi.nlm.nih.gov/pubmed/30774580
http://dx.doi.org/10.1186/s41065-019-0086-8
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