A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy

Taiju and Duoju are products of Hangbaiju (HJ) obtained during different collection periods, and they have been commonly used as ingredients in tea beverages and dietary traditional Chinese medicine. This study reports an integrated strategy based on metabolomics, bioinformatics and molecular dockin...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:RSC advances 2022-12, Vol.12 (54), p.34971-34989
Hauptverfasser: Yang, Mengxin, Tian, Xi, Zhang, Miaoting, Wei, Jinhuan, Niu, Yukun, Hou, Jiali, Jin, Yiran, Du, Yingfeng
Format: Artikel
Sprache:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 34989
container_issue 54
container_start_page 34971
container_title RSC advances
container_volume 12
creator Yang, Mengxin
Tian, Xi
Zhang, Miaoting
Wei, Jinhuan
Niu, Yukun
Hou, Jiali
Jin, Yiran
Du, Yingfeng
description Taiju and Duoju are products of Hangbaiju (HJ) obtained during different collection periods, and they have been commonly used as ingredients in tea beverages and dietary traditional Chinese medicine. This study reports an integrated strategy based on metabolomics, bioinformatics and molecular docking to further explore the effect of the harvesting period on the metabolic profile and clinical efficacy of HJ. Firstly, gas chromatography-mass spectrometry (GC-MS) and ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) were employed for non-targeted metabolomics profiling of essential oils and flavonoids. A sequential window acquisition of all theoretical fragment-ion spectra information-dependent acquisition (SWATH-IDA) bi-directionally verified (SIBDV) method was developed that integrates the advantages of both SWATH and IDA in characterizing flavonoids. Chemometric methods were then used to screen potential chemical markers. Furthermore, HJ is effective in hepatoprotective functions. Therefore, hepatocellular-carcinoma-related differentially expressed genes were obtained using bioinformatics, and the corresponding proteins were molecularly docked with diagnostic chemical markers. In total, 78 volatile oils and 63 flavonoids were tentatively identified. The results allowed the selection of 11 metabolites (5 volatile oils and 6 flavonoids), which are nominated as novel markers for material authentication of Taiju and Duoju. Additionally, two proteins associated with hepatoma were screened using bioinformatics. All six flavonoid markers with binding energies of
doi_str_mv 10.1039/d2ra05698d
format Article
fullrecord <record><control><sourceid>rsc</sourceid><recordid>TN_cdi_rsc_primary_d2ra05698d</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>d2ra05698d</sourcerecordid><originalsourceid>FETCH-rsc_primary_d2ra05698d3</originalsourceid><addsrcrecordid>eNqFkEFKxEAQRRtBcNDZuBfqAqNJZiaYpYjiAdwPle7qpLS7K1T3jMy5vKAJCC79m7948D58Y27r6r6utt2DaxSrfds9uguzaqpdu2mqtrsy65w_qjntvm7aemW-n2CUwLmwBStxQuUsCcSDD3gShcxDwnJUAkwO7EiRLQaYVDwHAk7g2HtSSgVG1BPNqjTARMri8iLqMZODWRqpYC9BZkNexnpOM_jiMkLPwsmLRiwLXKaiBLLHgApO7OfizEWx0HC-MZceQ6b1b1-bu9eX9-e3jWZ7mJQj6vnwd8D2P_4DAa9mGQ</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><source>PubMed Central Open Access</source><creator>Yang, Mengxin ; Tian, Xi ; Zhang, Miaoting ; Wei, Jinhuan ; Niu, Yukun ; Hou, Jiali ; Jin, Yiran ; Du, Yingfeng</creator><creatorcontrib>Yang, Mengxin ; Tian, Xi ; Zhang, Miaoting ; Wei, Jinhuan ; Niu, Yukun ; Hou, Jiali ; Jin, Yiran ; Du, Yingfeng</creatorcontrib><description>Taiju and Duoju are products of Hangbaiju (HJ) obtained during different collection periods, and they have been commonly used as ingredients in tea beverages and dietary traditional Chinese medicine. This study reports an integrated strategy based on metabolomics, bioinformatics and molecular docking to further explore the effect of the harvesting period on the metabolic profile and clinical efficacy of HJ. Firstly, gas chromatography-mass spectrometry (GC-MS) and ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) were employed for non-targeted metabolomics profiling of essential oils and flavonoids. A sequential window acquisition of all theoretical fragment-ion spectra information-dependent acquisition (SWATH-IDA) bi-directionally verified (SIBDV) method was developed that integrates the advantages of both SWATH and IDA in characterizing flavonoids. Chemometric methods were then used to screen potential chemical markers. Furthermore, HJ is effective in hepatoprotective functions. Therefore, hepatocellular-carcinoma-related differentially expressed genes were obtained using bioinformatics, and the corresponding proteins were molecularly docked with diagnostic chemical markers. In total, 78 volatile oils and 63 flavonoids were tentatively identified. The results allowed the selection of 11 metabolites (5 volatile oils and 6 flavonoids), which are nominated as novel markers for material authentication of Taiju and Duoju. Additionally, two proteins associated with hepatoma were screened using bioinformatics. All six flavonoid markers with binding energies of &lt;−5 kcal mol −1 were considered to be anti-hepatoma biomarkers. Noticeably, in Taiju, the content of hydroxygenkwanin showed a downward trend, but the content of the other five flavonoids and the five flavored volatile difference compounds had an upward trend. This bestows a unique flavor profile on Taiju, leading to differences in sensory aroma and clinical efficacy in Taiju and Duoju. In conclusion, the transformation of secondary metabolites was the dominant trend during HJ growth. These findings lay the foundation for food development and distinguishing clinical applications. This paper analyzed the differences between the two harvesting periods (Taiju and Duoju) on the ingredients and pharmacological activity in Chrysanthemum morifolium Ramat.</description><identifier>EISSN: 2046-2069</identifier><identifier>DOI: 10.1039/d2ra05698d</identifier><ispartof>RSC advances, 2022-12, Vol.12 (54), p.34971-34989</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27901,27902</link.rule.ids></links><search><creatorcontrib>Yang, Mengxin</creatorcontrib><creatorcontrib>Tian, Xi</creatorcontrib><creatorcontrib>Zhang, Miaoting</creatorcontrib><creatorcontrib>Wei, Jinhuan</creatorcontrib><creatorcontrib>Niu, Yukun</creatorcontrib><creatorcontrib>Hou, Jiali</creatorcontrib><creatorcontrib>Jin, Yiran</creatorcontrib><creatorcontrib>Du, Yingfeng</creatorcontrib><title>A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy</title><title>RSC advances</title><description>Taiju and Duoju are products of Hangbaiju (HJ) obtained during different collection periods, and they have been commonly used as ingredients in tea beverages and dietary traditional Chinese medicine. This study reports an integrated strategy based on metabolomics, bioinformatics and molecular docking to further explore the effect of the harvesting period on the metabolic profile and clinical efficacy of HJ. Firstly, gas chromatography-mass spectrometry (GC-MS) and ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) were employed for non-targeted metabolomics profiling of essential oils and flavonoids. A sequential window acquisition of all theoretical fragment-ion spectra information-dependent acquisition (SWATH-IDA) bi-directionally verified (SIBDV) method was developed that integrates the advantages of both SWATH and IDA in characterizing flavonoids. Chemometric methods were then used to screen potential chemical markers. Furthermore, HJ is effective in hepatoprotective functions. Therefore, hepatocellular-carcinoma-related differentially expressed genes were obtained using bioinformatics, and the corresponding proteins were molecularly docked with diagnostic chemical markers. In total, 78 volatile oils and 63 flavonoids were tentatively identified. The results allowed the selection of 11 metabolites (5 volatile oils and 6 flavonoids), which are nominated as novel markers for material authentication of Taiju and Duoju. Additionally, two proteins associated with hepatoma were screened using bioinformatics. All six flavonoid markers with binding energies of &lt;−5 kcal mol −1 were considered to be anti-hepatoma biomarkers. Noticeably, in Taiju, the content of hydroxygenkwanin showed a downward trend, but the content of the other five flavonoids and the five flavored volatile difference compounds had an upward trend. This bestows a unique flavor profile on Taiju, leading to differences in sensory aroma and clinical efficacy in Taiju and Duoju. In conclusion, the transformation of secondary metabolites was the dominant trend during HJ growth. These findings lay the foundation for food development and distinguishing clinical applications. This paper analyzed the differences between the two harvesting periods (Taiju and Duoju) on the ingredients and pharmacological activity in Chrysanthemum morifolium Ramat.</description><issn>2046-2069</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid/><recordid>eNqFkEFKxEAQRRtBcNDZuBfqAqNJZiaYpYjiAdwPle7qpLS7K1T3jMy5vKAJCC79m7948D58Y27r6r6utt2DaxSrfds9uguzaqpdu2mqtrsy65w_qjntvm7aemW-n2CUwLmwBStxQuUsCcSDD3gShcxDwnJUAkwO7EiRLQaYVDwHAk7g2HtSSgVG1BPNqjTARMri8iLqMZODWRqpYC9BZkNexnpOM_jiMkLPwsmLRiwLXKaiBLLHgApO7OfizEWx0HC-MZceQ6b1b1-bu9eX9-e3jWZ7mJQj6vnwd8D2P_4DAa9mGQ</recordid><startdate>20221207</startdate><enddate>20221207</enddate><creator>Yang, Mengxin</creator><creator>Tian, Xi</creator><creator>Zhang, Miaoting</creator><creator>Wei, Jinhuan</creator><creator>Niu, Yukun</creator><creator>Hou, Jiali</creator><creator>Jin, Yiran</creator><creator>Du, Yingfeng</creator><scope/></search><sort><creationdate>20221207</creationdate><title>A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy</title><author>Yang, Mengxin ; Tian, Xi ; Zhang, Miaoting ; Wei, Jinhuan ; Niu, Yukun ; Hou, Jiali ; Jin, Yiran ; Du, Yingfeng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-rsc_primary_d2ra05698d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><creationdate>2022</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Mengxin</creatorcontrib><creatorcontrib>Tian, Xi</creatorcontrib><creatorcontrib>Zhang, Miaoting</creatorcontrib><creatorcontrib>Wei, Jinhuan</creatorcontrib><creatorcontrib>Niu, Yukun</creatorcontrib><creatorcontrib>Hou, Jiali</creatorcontrib><creatorcontrib>Jin, Yiran</creatorcontrib><creatorcontrib>Du, Yingfeng</creatorcontrib><jtitle>RSC advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Mengxin</au><au>Tian, Xi</au><au>Zhang, Miaoting</au><au>Wei, Jinhuan</au><au>Niu, Yukun</au><au>Hou, Jiali</au><au>Jin, Yiran</au><au>Du, Yingfeng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy</atitle><jtitle>RSC advances</jtitle><date>2022-12-07</date><risdate>2022</risdate><volume>12</volume><issue>54</issue><spage>34971</spage><epage>34989</epage><pages>34971-34989</pages><eissn>2046-2069</eissn><abstract>Taiju and Duoju are products of Hangbaiju (HJ) obtained during different collection periods, and they have been commonly used as ingredients in tea beverages and dietary traditional Chinese medicine. This study reports an integrated strategy based on metabolomics, bioinformatics and molecular docking to further explore the effect of the harvesting period on the metabolic profile and clinical efficacy of HJ. Firstly, gas chromatography-mass spectrometry (GC-MS) and ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) were employed for non-targeted metabolomics profiling of essential oils and flavonoids. A sequential window acquisition of all theoretical fragment-ion spectra information-dependent acquisition (SWATH-IDA) bi-directionally verified (SIBDV) method was developed that integrates the advantages of both SWATH and IDA in characterizing flavonoids. Chemometric methods were then used to screen potential chemical markers. Furthermore, HJ is effective in hepatoprotective functions. Therefore, hepatocellular-carcinoma-related differentially expressed genes were obtained using bioinformatics, and the corresponding proteins were molecularly docked with diagnostic chemical markers. In total, 78 volatile oils and 63 flavonoids were tentatively identified. The results allowed the selection of 11 metabolites (5 volatile oils and 6 flavonoids), which are nominated as novel markers for material authentication of Taiju and Duoju. Additionally, two proteins associated with hepatoma were screened using bioinformatics. All six flavonoid markers with binding energies of &lt;−5 kcal mol −1 were considered to be anti-hepatoma biomarkers. Noticeably, in Taiju, the content of hydroxygenkwanin showed a downward trend, but the content of the other five flavonoids and the five flavored volatile difference compounds had an upward trend. This bestows a unique flavor profile on Taiju, leading to differences in sensory aroma and clinical efficacy in Taiju and Duoju. In conclusion, the transformation of secondary metabolites was the dominant trend during HJ growth. These findings lay the foundation for food development and distinguishing clinical applications. This paper analyzed the differences between the two harvesting periods (Taiju and Duoju) on the ingredients and pharmacological activity in Chrysanthemum morifolium Ramat.</abstract><doi>10.1039/d2ra05698d</doi><tpages>19</tpages></addata></record>
fulltext fulltext
identifier EISSN: 2046-2069
ispartof RSC advances, 2022-12, Vol.12 (54), p.34971-34989
issn 2046-2069
language
recordid cdi_rsc_primary_d2ra05698d
source DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; PubMed Central Open Access
title A holistic comparison of flavor signature and chemical profile in different harvesting periods of based on metabolomics combined with bioinformatics and molecular docking strategy
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T01%3A55%3A00IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-rsc&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20holistic%20comparison%20of%20flavor%20signature%20and%20chemical%20profile%20in%20different%20harvesting%20periods%20of%20based%20on%20metabolomics%20combined%20with%20bioinformatics%20and%20molecular%20docking%20strategy&rft.jtitle=RSC%20advances&rft.au=Yang,%20Mengxin&rft.date=2022-12-07&rft.volume=12&rft.issue=54&rft.spage=34971&rft.epage=34989&rft.pages=34971-34989&rft.eissn=2046-2069&rft_id=info:doi/10.1039/d2ra05698d&rft_dat=%3Crsc%3Ed2ra05698d%3C/rsc%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true