Cargando…
Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta
To assess the interrelation between the change of metabolites and the change of fruit color, we performed a combined metabolome and transcriptome analysis of the flesh in two different Actinidia arguta cultivars: “HB” (“Hongbaoshixing”) and “YF” (“Yongfengyihao”) at two different fruit developmental...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5983832/ https://www.ncbi.nlm.nih.gov/pubmed/29762529 http://dx.doi.org/10.3390/ijms19051471 |
_version_ | 1783328510059741184 |
---|---|
author | Li, Yukuo Fang, Jinbao Qi, Xiujuan Lin, Miaomiao Zhong, Yunpeng Sun, Leiming Cui, Wen |
author_facet | Li, Yukuo Fang, Jinbao Qi, Xiujuan Lin, Miaomiao Zhong, Yunpeng Sun, Leiming Cui, Wen |
author_sort | Li, Yukuo |
collection | PubMed |
description | To assess the interrelation between the change of metabolites and the change of fruit color, we performed a combined metabolome and transcriptome analysis of the flesh in two different Actinidia arguta cultivars: “HB” (“Hongbaoshixing”) and “YF” (“Yongfengyihao”) at two different fruit developmental stages: 70d (days after full bloom) and 100d (days after full bloom). Metabolite and transcript profiling was obtained by ultra-performance liquid chromatography quadrupole time-of-flight tandem mass spectrometer and high-throughput RNA sequencing, respectively. The identification and quantification results of metabolites showed that a total of 28,837 metabolites had been obtained, of which 13,715 were annotated. In comparison of HB100 vs. HB70, 41 metabolites were identified as being flavonoids, 7 of which, with significant difference, were identified as bracteatin, luteolin, dihydromyricetin, cyanidin, pelargonidin, delphinidin and (−)-epigallocatechin. Association analysis between metabolome and transcriptome revealed that there were two metabolic pathways presenting significant differences during fruit development, one of which was flavonoid biosynthesis, in which 14 structural genes were selected to conduct expression analysis, as well as 5 transcription factor genes obtained by transcriptome analysis. RT-qPCR results and cluster analysis revealed that AaF3H, AaLDOX, AaUFGT, AaMYB, AabHLH, and AaHB2 showed the best possibility of being candidate genes. A regulatory network of flavonoid biosynthesis was established to illustrate differentially expressed candidate genes involved in accumulation of metabolites with significant differences, inducing red coloring during fruit development. Such a regulatory network linking genes and flavonoids revealed a system involved in the pigmentation of all-red-fleshed and all-green-fleshed A. arguta, suggesting this conjunct analysis approach is not only useful in understanding the relationship between genotype and phenotype, but is also a powerful tool for providing more valuable information for breeding. |
format | Online Article Text |
id | pubmed-5983832 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59838322018-06-05 Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta Li, Yukuo Fang, Jinbao Qi, Xiujuan Lin, Miaomiao Zhong, Yunpeng Sun, Leiming Cui, Wen Int J Mol Sci Article To assess the interrelation between the change of metabolites and the change of fruit color, we performed a combined metabolome and transcriptome analysis of the flesh in two different Actinidia arguta cultivars: “HB” (“Hongbaoshixing”) and “YF” (“Yongfengyihao”) at two different fruit developmental stages: 70d (days after full bloom) and 100d (days after full bloom). Metabolite and transcript profiling was obtained by ultra-performance liquid chromatography quadrupole time-of-flight tandem mass spectrometer and high-throughput RNA sequencing, respectively. The identification and quantification results of metabolites showed that a total of 28,837 metabolites had been obtained, of which 13,715 were annotated. In comparison of HB100 vs. HB70, 41 metabolites were identified as being flavonoids, 7 of which, with significant difference, were identified as bracteatin, luteolin, dihydromyricetin, cyanidin, pelargonidin, delphinidin and (−)-epigallocatechin. Association analysis between metabolome and transcriptome revealed that there were two metabolic pathways presenting significant differences during fruit development, one of which was flavonoid biosynthesis, in which 14 structural genes were selected to conduct expression analysis, as well as 5 transcription factor genes obtained by transcriptome analysis. RT-qPCR results and cluster analysis revealed that AaF3H, AaLDOX, AaUFGT, AaMYB, AabHLH, and AaHB2 showed the best possibility of being candidate genes. A regulatory network of flavonoid biosynthesis was established to illustrate differentially expressed candidate genes involved in accumulation of metabolites with significant differences, inducing red coloring during fruit development. Such a regulatory network linking genes and flavonoids revealed a system involved in the pigmentation of all-red-fleshed and all-green-fleshed A. arguta, suggesting this conjunct analysis approach is not only useful in understanding the relationship between genotype and phenotype, but is also a powerful tool for providing more valuable information for breeding. MDPI 2018-05-15 /pmc/articles/PMC5983832/ /pubmed/29762529 http://dx.doi.org/10.3390/ijms19051471 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Yukuo Fang, Jinbao Qi, Xiujuan Lin, Miaomiao Zhong, Yunpeng Sun, Leiming Cui, Wen Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title | Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title_full | Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title_fullStr | Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title_full_unstemmed | Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title_short | Combined Analysis of the Fruit Metabolome and Transcriptome Reveals Candidate Genes Involved in Flavonoid Biosynthesis in Actinidia arguta |
title_sort | combined analysis of the fruit metabolome and transcriptome reveals candidate genes involved in flavonoid biosynthesis in actinidia arguta |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5983832/ https://www.ncbi.nlm.nih.gov/pubmed/29762529 http://dx.doi.org/10.3390/ijms19051471 |
work_keys_str_mv | AT liyukuo combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT fangjinbao combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT qixiujuan combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT linmiaomiao combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT zhongyunpeng combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT sunleiming combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta AT cuiwen combinedanalysisofthefruitmetabolomeandtranscriptomerevealscandidategenesinvolvedinflavonoidbiosynthesisinactinidiaarguta |