Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies

Eggplant is one of the most widely cultivated vegetables in the world and has high biodiversity in terms of fruit shape, size, and color. Therefore, fruit morphology and nutrient content become important considerations for both consumers and breeders who develop new eggplant-based products. To gain...

Full description

Bibliographic Details
Main Authors: Abu Hanifah, Awang Maharijaya, Sastia P. Putri, Walter A. Laviña, Sobir
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Metabolites
Subjects:
Online Access:http://www.mdpi.com/2218-1989/8/3/49
_version_ 1818905484423331840
author Abu Hanifah
Awang Maharijaya
Sastia P. Putri
Walter A. Laviña
Sobir
author_facet Abu Hanifah
Awang Maharijaya
Sastia P. Putri
Walter A. Laviña
Sobir
author_sort Abu Hanifah
collection DOAJ
description Eggplant is one of the most widely cultivated vegetables in the world and has high biodiversity in terms of fruit shape, size, and color. Therefore, fruit morphology and nutrient content become important considerations for both consumers and breeders who develop new eggplant-based products. To gain insight on the diversity of eggplant metabolites, twenty-one eggplant accessions were analyzed by untargeted metabolomics using GC-MS and LC-MS. The dataset of eggplant fruit morphologies, and metabolites specific to different eggplant fruit accessions were used for correlation analysis. Untargeted metabolomics analysis using LC-MS and GC-MS was able to detect 136 and 207 peaks, respectively. Fifty-one (51) metabolites from the LC-MS analysis and 207 metabolites from the GC-MS analysis were putatively identified, which included alkaloids, terpenes, terpenoids, fatty acids, and flavonoids. Spearman correlation analysis revealed that 14 fruit morphologies were correlated with several metabolites. This information will be very useful for the development of strategies for eggplant breeding.
first_indexed 2024-12-19T21:24:04Z
format Article
id doaj.art-fc971ca007cb479f80da44fffc1b0397
institution Directory Open Access Journal
issn 2218-1989
language English
last_indexed 2024-12-19T21:24:04Z
publishDate 2018-09-01
publisher MDPI AG
record_format Article
series Metabolites
spelling doaj.art-fc971ca007cb479f80da44fffc1b03972022-12-21T20:05:10ZengMDPI AGMetabolites2218-19892018-09-01834910.3390/metabo8030049metabo8030049Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit MorphologiesAbu Hanifah0Awang Maharijaya1Sastia P. Putri2Walter A. Laviña3Sobir4Department of Agronomy and Horticulture, Bogor Agricultural University, Jl. Meranti, IPB Dramaga Campus Bogor, West Java 16680, IndonesiaDepartment of Agronomy and Horticulture, Bogor Agricultural University, Jl. Meranti, IPB Dramaga Campus Bogor, West Java 16680, IndonesiaDepartment of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, JapanMicrobiology Division, Institute of Biological Sciences, University of the Philippines Los Baños, Los Baños, Laguna 4031, PhilippinesDepartment of Agronomy and Horticulture, Bogor Agricultural University, Jl. Meranti, IPB Dramaga Campus Bogor, West Java 16680, IndonesiaEggplant is one of the most widely cultivated vegetables in the world and has high biodiversity in terms of fruit shape, size, and color. Therefore, fruit morphology and nutrient content become important considerations for both consumers and breeders who develop new eggplant-based products. To gain insight on the diversity of eggplant metabolites, twenty-one eggplant accessions were analyzed by untargeted metabolomics using GC-MS and LC-MS. The dataset of eggplant fruit morphologies, and metabolites specific to different eggplant fruit accessions were used for correlation analysis. Untargeted metabolomics analysis using LC-MS and GC-MS was able to detect 136 and 207 peaks, respectively. Fifty-one (51) metabolites from the LC-MS analysis and 207 metabolites from the GC-MS analysis were putatively identified, which included alkaloids, terpenes, terpenoids, fatty acids, and flavonoids. Spearman correlation analysis revealed that 14 fruit morphologies were correlated with several metabolites. This information will be very useful for the development of strategies for eggplant breeding.http://www.mdpi.com/2218-1989/8/3/49untargeted metabolomicseggplant fruit diversityGC-MSLC-MSeggplant fruit morphology
spellingShingle Abu Hanifah
Awang Maharijaya
Sastia P. Putri
Walter A. Laviña
Sobir
Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
Metabolites
untargeted metabolomics
eggplant fruit diversity
GC-MS
LC-MS
eggplant fruit morphology
title Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
title_full Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
title_fullStr Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
title_full_unstemmed Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
title_short Untargeted Metabolomics Analysis of Eggplant (Solanum melongena L.) Fruit and Its Correlation to Fruit Morphologies
title_sort untargeted metabolomics analysis of eggplant solanum melongena l fruit and its correlation to fruit morphologies
topic untargeted metabolomics
eggplant fruit diversity
GC-MS
LC-MS
eggplant fruit morphology
url http://www.mdpi.com/2218-1989/8/3/49
work_keys_str_mv AT abuhanifah untargetedmetabolomicsanalysisofeggplantsolanummelongenalfruitanditscorrelationtofruitmorphologies
AT awangmaharijaya untargetedmetabolomicsanalysisofeggplantsolanummelongenalfruitanditscorrelationtofruitmorphologies
AT sastiapputri untargetedmetabolomicsanalysisofeggplantsolanummelongenalfruitanditscorrelationtofruitmorphologies
AT walteralavina untargetedmetabolomicsanalysisofeggplantsolanummelongenalfruitanditscorrelationtofruitmorphologies
AT sobir untargetedmetabolomicsanalysisofeggplantsolanummelongenalfruitanditscorrelationtofruitmorphologies