Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress

<i>Salvia miltiorrhiza</i> Bunge (Danshen) is an important traditional Chinese medicine herb. This study aimed to investigate the drought-responsive metabolic profiling in <i>S. miltiorrhiza</i> using gas chromatography time-of-flight mass spectrometry (GC-TOFMS) analysis. Fi...

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Main Authors: Jin Zhang, Yuekai Su, Jingyu Li, Zhenli Ren, Guoqing Tian, Jianhua Wang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Horticulturae
Subjects:
Online Access:https://www.mdpi.com/2311-7524/7/7/175
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spelling doaj-fd97c32885c040eba9e4d86ff1b913d12021-07-23T13:42:57ZengMDPI AGHorticulturae2311-75242021-07-01717517510.3390/horticulturae7070175Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought StressJin Zhang0Yuekai Su1Jingyu Li2Zhenli Ren3Guoqing Tian4Jianhua Wang5State Key Laboratory of Crop Biology, Tai’an 271000, ChinaState Key Laboratory of Crop Biology, Tai’an 271000, ChinaState Key Laboratory of Crop Biology, Tai’an 271000, ChinaShandong Danhong Pharmaceutical Co., Ltd., Heze 274000, ChinaShandong Danhong Pharmaceutical Co., Ltd., Heze 274000, ChinaState Key Laboratory of Crop Biology, Tai’an 271000, China<i>Salvia miltiorrhiza</i> Bunge (Danshen) is an important traditional Chinese medicine herb. This study aimed to investigate the drought-responsive metabolic profiling in <i>S. miltiorrhiza</i> using gas chromatography time-of-flight mass spectrometry (GC-TOFMS) analysis. Fifty day-old <i>S. miltiorrhiza</i> seedlings were treated with two (moderate drought, MD) and four weeks (high drought, HD) of withholding water. The <i>S. miltiorrhiza</i> leaf and root samples were prepared for the GC-TOFMS analysis. Differential metabolites with substantial changes in content in <i>S. miltiorrhiza</i> leaf and root were identified using multivariate and univariate statistics. A total of 178 and 157 annotated metabolites were detected in <i>S. miltiorrhiza</i> leaf and root, respectively. Multivariate analysis showed that significantly discriminant metabolites in <i>S. miltiorrhiza</i> leaf by drought were associated with “galactose metabolism” and “citrate cycle”. In addition, the significantly discriminant metabolites in <i>S. miltiorrhiza</i> root were associated with “starch and sucrose metabolism”. Univariate statistics showed that the content of succinic acid, <span style="font-variant: small-caps;">d</span>-glucose, and oxoglutaric acid in <i>S. miltiorrhiza</i> leaf was increased by drought (fold change, FC > 1.5). Allose, <span style="font-variant: small-caps;">d</span>-xylose, melibiose, mannose, sorbitol, quinic acid, sinigrin, and taurine in <i>S. miltiorrhiza</i> root were decreased by drought (FC < 0.67). There were different metabolic profiles between <i>S. miltiorrhiza</i> leaf and root. However, the influence of drought stress on the pharmacological value and accumulation of bioactive constituents in <i>S. miltiorrhiza</i> should be further investigated.https://www.mdpi.com/2311-7524/7/7/175<i>Salvia miltiorrhiza</i> Bungemetabolic profilingdrought stressbioactive constituentsgas chromatography time-of-flight mass spectrometry
collection DOAJ
language English
format Article
sources DOAJ
author Jin Zhang
Yuekai Su
Jingyu Li
Zhenli Ren
Guoqing Tian
Jianhua Wang
spellingShingle Jin Zhang
Yuekai Su
Jingyu Li
Zhenli Ren
Guoqing Tian
Jianhua Wang
Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
Horticulturae
<i>Salvia miltiorrhiza</i> Bunge
metabolic profiling
drought stress
bioactive constituents
gas chromatography time-of-flight mass spectrometry
author_facet Jin Zhang
Yuekai Su
Jingyu Li
Zhenli Ren
Guoqing Tian
Jianhua Wang
author_sort Jin Zhang
title Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
title_short Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
title_full Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
title_fullStr Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
title_full_unstemmed Untargeted GC-TOFMS Analysis Reveals Metabolomic Changes in <i>Salvia miltiorrhiza</i> Bunge Leaf and Root in Response to Long-Term Drought Stress
title_sort untargeted gc-tofms analysis reveals metabolomic changes in <i>salvia miltiorrhiza</i> bunge leaf and root in response to long-term drought stress
publisher MDPI AG
series Horticulturae
issn 2311-7524
publishDate 2021-07-01
description <i>Salvia miltiorrhiza</i> Bunge (Danshen) is an important traditional Chinese medicine herb. This study aimed to investigate the drought-responsive metabolic profiling in <i>S. miltiorrhiza</i> using gas chromatography time-of-flight mass spectrometry (GC-TOFMS) analysis. Fifty day-old <i>S. miltiorrhiza</i> seedlings were treated with two (moderate drought, MD) and four weeks (high drought, HD) of withholding water. The <i>S. miltiorrhiza</i> leaf and root samples were prepared for the GC-TOFMS analysis. Differential metabolites with substantial changes in content in <i>S. miltiorrhiza</i> leaf and root were identified using multivariate and univariate statistics. A total of 178 and 157 annotated metabolites were detected in <i>S. miltiorrhiza</i> leaf and root, respectively. Multivariate analysis showed that significantly discriminant metabolites in <i>S. miltiorrhiza</i> leaf by drought were associated with “galactose metabolism” and “citrate cycle”. In addition, the significantly discriminant metabolites in <i>S. miltiorrhiza</i> root were associated with “starch and sucrose metabolism”. Univariate statistics showed that the content of succinic acid, <span style="font-variant: small-caps;">d</span>-glucose, and oxoglutaric acid in <i>S. miltiorrhiza</i> leaf was increased by drought (fold change, FC > 1.5). Allose, <span style="font-variant: small-caps;">d</span>-xylose, melibiose, mannose, sorbitol, quinic acid, sinigrin, and taurine in <i>S. miltiorrhiza</i> root were decreased by drought (FC < 0.67). There were different metabolic profiles between <i>S. miltiorrhiza</i> leaf and root. However, the influence of drought stress on the pharmacological value and accumulation of bioactive constituents in <i>S. miltiorrhiza</i> should be further investigated.
topic <i>Salvia miltiorrhiza</i> Bunge
metabolic profiling
drought stress
bioactive constituents
gas chromatography time-of-flight mass spectrometry
url https://www.mdpi.com/2311-7524/7/7/175
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